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Psycholog ica l B u l l e t i n1999, Vol. 125, No. 2, 223-254
Copyr ight 1999 by the American Psychological Association, Inc.0033-2909/99/$3.00
Enduring and Different : A Meta-Analysis of the Similarityin Parents' Child Rearing
George W . Holden an d Pamela C. MillerUniversity of Texas at A u s t i n
The assessment of ch i ld-rear ing bel iefs and behavior has predominan t ly focused on qual i t i es and
charac ter i s t ics bel ieved to ref lec t consis t en t , enduring qual i t i es of paren t ing—the s imi lar i ty in ch i ld
rear ing . This review evalua te s the e vidence for s imi lari ty and di f feren ces among 3 types of ch i ld-rear ing
data and inc lude s comparisons across t ime, ch i ldren , and s i tua t ions. B o th re la t ive s tabi l ity and mean level
differences were f o u n d in all 3 domains. The most similari ty was found in the across-time arid
across-children domains, a l though it depended on the child-rearing construct an d methodology used. It
i s argued tha t a t t en t ion to the var iabil i ty an d change in ch i ld rearing m ust be incorpora ted in to theore t ica l
models of paren t ing to bet t er un ders tand the na tu re of ch i ld rear ing and, in tu rn , paren ta l inf lue nce on
c h i l d re n ' s d e v e l o p m e n t .
Is a mother characterized as sensit ive when her son is an i n fan t ,
equal ly s en s it ive when he reaches preschool, e lementary school, or
high school? Does a fa the r ex h ibi t the s ame amou n t of a t t en t ion ,
love, and firm discipline to his 5-year-old son as to his 8-year-old
daughter? And is a parent 's irritability in the supermarket diag-
nos t ic of the q u a l i ty of caregiving provided in the home? Each of
thes e q u e s t ion s repres en ts a different face of the is s u e con cern in g
the s imilarity of parental behavior.
This question is crit ical fo r applied reasons as w e l l as for
discovering the role that parents play in their children's develop-
m e n t . The rigidity with which individuals are t ied to their child-
rearing beliefs and practices is an important issue for clinical
psychologis ts who work with children exhibiting behavior prob-
lems. If paren ts are to be effect ive therapis ts fo r their children(Kazdin , 1987) or adolescen ts (Sc hmidt , Liddle, & Dakof, 1996),
then they nee d to adopt and maint ain new behavioral repertoires .
Similarly, developme ntal, social, school, and comm un ity psychol-
ogis ts working to prevent a range of social problems including
child in jury (child maltreatment, poisoning, accidents) , youth mor-
bidity (substance abuse, obesity), school failure (low performance,
dropouts) , t e en age s ex u a l promis cu i ty (STDs , pregn an cy) , an d
antisocial behavior (aggression, gang membership) are concerned
wit h th e i s s u e of mod ify in g paren ta l behavior.
According to human behavioral geneticis ts , the s imilarity of
parenting is an especially t imely theoretical issue. Plomin (1990,
1994) and others (e.g., Hoffman, 1991) have argued that to under-
George W. Holden and Pam ela C. Mil ler , Depar tmen t of Psycho logy,
Universi ty of Texas at Aust in . Pamela C. Mil ler i s now a t the Depar tment
of Psychology, Universi ty of Houston .
Preparation of this art icle was supported in part by a National Insti tute
of Chi ld Heal th an d H u m a n D e v e l o p m e n t G r a n t 1 RO1 HD26574-01A1.
We thank El izabeth Thompson, who served as a second coder, as well as
Rebecca B ig ler , Anne Cameron, Ted Dix, Judi th Langlo is , Wil liam Swann ,
Ross Thompson, and John Weisz for thei r helpfu l comments .
Correspondence concern ing th is ar t ic le should be addressed to George
W. Holden , Depar tment of Psychology, Universi ty of Texas, Aust in , Texas
78712. Elec t ron ic mai l may be sen t to ho lden@ psy.u texas.edu .
s tand phenotypic differences among siblings, parents' roles in
creating shared and especially nonshared en viron men ts n eed to be
explicated. The concept of nonshared child-rearing environment
recogn izes tha t paren ts may in te rac t wi th or s t ru c tu re a child's
physical and social world differen tly from that of his or her s ibling.
Although such differences may be derived from parental charac-
teris tics or e licited by the child 's a t tributes or predispositions
(Scarr & McCartn ey , 1983), siblings nevertheless encounter dis-
t inc t as well as similar child-rearing experiences (e.g., Anderson,
Hetherington, Reiss , & Howe, 1994; Brod y, S ton eman , & McCoy,
1994).
This particular theoretical emphasis on child-rearing differen ces
comes in s tark contras t to the his torically promin ent view of
parents . Theories and popular beliefs about child-rearing effectsposit that parents influence their children in a varie ty of ways
(Holden, 1997; Maccoby & Mart in , 1983). One way is th rou gh
habitual patterns of in teraction. "In theories of child-rearing, pa-
rental behavior is as s u med to have effects on children through a
history of experiences. There is faith [italics added] that, overtime,
parental influences lead to generalized behavior tendencies that
have s ome d u rabi l i ty" (Radke-Yarrow, Zahn-Waxier, & Chapman ,
1983, p. 502). Social-learning approaches (e.g., Patterson, 1982) as
well as family-systems theories (e.g., Minuchin, 1985) both as-
s u me tha t paren ta l effects occu r th rou gh recu rren t in te rac t ion s .
"We can as s u me tha t the family system, like any system, has
self-stabilizing properties. . .Families s tabilize arou nd habitu al pat-
te rn s of in te rac t ion ; thu s the re is con t in u i ty over t ime in thefamilial forces that support th e dis tinctive personality patterns of
indiv idual children" (Maccoby, 1984, p. 326). If children's devel-
opmental outcomes are affected by recurrent in teractions, then
stable patterns of child rearing are assumed to be responsible for
l in k s be tween paren t in g practices and child outcomes.
Invariant views of child rearing and families are appealing in
that they provide a parsimonious model of parenting. Methodolog-
ically, i t is a lso far more convenient for researchers to embrace
such a view. If parental behavior were variable or changing, then
making assessments of parental behavior would be much more
diff icul t , t ime con s u min g , an d cos t ly . Even more fu n d amen ta l is
223
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224 HOLDEN AND MILLER
the theoretical havoc that could be associated with an u n s table
view of child rearing. The assumption of s imilarity in parenting
means that child-rearing behaviors assessed at one point in t ime
can be assumed to reflect prior, as well as fu t u r e , child-rearing
experiences. In turn, one can rela te those child-rearing data to
indexes of child behavior or ou tcomes as a way of assessing
parental influence (e .g. , Baumrind, 1971).
These theoretical an d empirical positions have contributed to ac o m m o n as s u mpt ion of and focu s on the unchanging characteris-
tics of child rearing. An example of this assumption made explicit
is ". . .parents h ave fun dame ntal, pervasive, and en during child-
rear ing orientations" (Roberts , Block, & Block, 1984, p. 595).
Similarly, Dunn, Plomin, an d Nettles (1985) concluded that ma-
ternal behavior was "strikingly consistent" toward two siblings
w h e n they were observed at the same age. Another example of the
proclivity of researchers to adopt a s table view of paren ting is the
p r o m i n e n c e of the trait approach to parenting. This orientation
toward similarity in child rearing has been so central to concep-
t ions of child rearing that i t may have precluded reviews on the
topic; we were unable to locate any.
Th efu n d ame n ta l problem with as s u min g s imila r i ty
isthat
it
ma y impede asking questions about varia tion an d change. Impor-
t an t in q u ir ie s focu s in g on the origins o f child-rearing behavior,
c ircu ms tan ces s u rrou n d in g chan ge , an d ef f icac iou s wa ys of mod-
i fy in g parental behavior have not received the a t tention they de-
serve. Given the importance of the assumption of s imilarity, as
well as the long-term debate in personality psychology over the
s i tua t ional specificity of adu lt behavior (e .g. , Be rn & Allen, 1974;
Eps te in , 1979; Mis che l , 1979; Mis che l & Shoda, 1995), th e lack of
crit ical a t tention devoted to this issue as it pertains to child rearing
is somewhat puz zlin g. This neglect is even m ore ironic given that
th e issue of s tability an d chan ge has lon g been recogn ized by
developmental psychologis ts to be the core issue of the discipline
(Cairns, 1979; Kagan, 1971). However, that discussion has been
l imited to on ly on e side of the developing dyad—the children.It is our con ten t ion tha t it is t ime to broaden th e discussion of
stabili ty, change, and variation to include parents . Systematic
variabili ty an d chan ge in paren t in g has not been adequately ap -
preciated or investigated. In an a t tempt to redress that omission,
th e purpose of this article is to review th e empirical li terature
con cern in g th e similarity o f paren t in g an d then discuss th e impli-
cations of those f in d in gs . To do tha t , we begin by clar ifying th e
terminology, then we review th e evidence as fou n d in the litera-
t u re . Th e f inal section addresses implications of the an a lys es an d
direc t ions for f u ture research.
Taxonomies of Similarity in Parenting
Domains of Similarity
Th e question How similar is parenting? actually entails three
components . The most commonly examined approach to the ques-
t ion concerns the s tability of parental behavior across t ime: Do
parents rear their children s imilarly week to week, month af ter
m o n t h , an d across th e years? In addition to tha t lon g i tu d in a l
question, there are two other important questions inherent in the
issue of child-rearing s imilarity. To wha t ex ten t do parents rear
their offspring in the s ame way? Given tha t 80% of U.S. families
have two or more ch i ld ren (Du n n , 1992), how similar is parenting
across children within a family? Although some child-rearing
manuals recommend that parents should act the same way toward
each offspring to minimize s ibling rivalry (Faber & Mazlish,
1987), to what degree is child rearing affected by a child 's age,
gender, temperament, and specific behavior? The third aspect of
similari ty concerns whether child rearing varies systematically
across s ituations or different contexts . More specifically, is child
rearing affected by a range of contextu al variables , such as the t imeof day, m o n t h of the year, th e location of the in te rac t ion , th e
presence of others , or the nature of the in teraction? Child-rearing
similari ty in each of these three domains is discussed further
below.
Child Rearing Across Time
L ongi tudinal analyses focu s on the stability of a behavior or
psychological construct. Stability is a s lippery concept when ap-
plied to human development as i t embodies multiple forms and
terminologies. Most commonly, s tability is defined as an individ-
ual's tendency to remain behaviorally s imilar over t ime (e.g. ,
B a u m r i n d , 1989; Cairns, 1979; Emmerich, 1964; Rutter, 1984).
Several types of s tability have been identif ied; for the purposes of
this article, discussion is limited primarily to two kinds. Absolute
stability refers to behaving in the same way on two or more
occasions. For example, do parents h u g — o r h i t — t h e i r preadoles-
cents as frequent ly as they did when their children were toddlers?
Evidently, given th e rapidity of on togen e t ic chan ges in children
an d their considerable consequences on parenting, such an orien-
tat ion on surface-level behaviors is too limited to adequately
capture what may be con t in u ou s abou t paren ta l behavior . Ques-
t ions con cern in g con s is ten cy in absolute values focu s on the mean
level of the variable an d therefore u tilize analyses of variance
(ANOVAs) or t t e s t s to d e te rmin e whe ther s ign if ican t chan ge has
occurred.
An alternative type of similarity, interindividual consistency,cen te rs on the rela tive placement of an individual within a g r o u p of
people. Here the question becomes Does the parent maintain over
time his or her relative position compared with other parents?
Such an an a lys is tak es in to accou n t d eve lopmen ta l chan ge in the
child. Th e appropriate s ta tis t ical index of this type of similarity is
th e Pearson correlation coefficient, as i ts computation relies
heav i ly on the re la t ive ran k in g be tween in d ivid u a ls .
As s es s men ts of in te r in d ivid u a l con s is ten cy can focu s on
surface-level behaviors but also may take in to account develop-
m e n t a l change in the parent an d child. Displaying different behav-
iors (e.g., kissing an infant , ta lking affect ionately to a preschooler)
tha t reflect th e s ame u n d er ly in g con s t ru c t (e.g., pos i t ive affect) is
an ex ample of this second type of s tability. If the t ime span
be tween tw o assessments is lon g en ou gh , it is u n rea l is t ic to expect
th e same behavioral manifes ta tion of the construct. Indeed, n o
parent continues to provide the same caregiving behavior with
normal ly d eve lopin g ch i ld ren . Good paren ts can n o t con t in u e to
en gage in the same behavior an d main ta in th e appella tion of
effect ive parents . Rather, such parents must modify their behavior
in response to con tex tu a l c ircu ms tan ces an d on togen e t ic chan ges
in the ir ch ild ren . Con s e q u en t ly , it is likely that measures of in ter-
i n d ivid u a l con s is ten cy represent a more appropriate approach for
assessing s imilarity in child rearing.
A third type of con t in u i ty is tha t of functional equivalence,
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SIMILARITY IN PARENTING 225
whereby the functional properties of behaviors or parent-child
rela tionships do not change (Bern & Fu n d er , 1978). Althou gh the
particular behavioral expression m ay differ, th e u n d e r l y i n g f u n c -
tion of the behavior remains the same. Examples of fu n c t ion a l
rela tionships include well-at tuned versus disharmonious dyadic
states (Isabella & Bels k y , 1991; Leyendecker, Lamb, Fracasso,
Scholmerich, & Larson, 1997), cooperative rela tionships (Parpal &
Maccoby, 1985), seductive in teraction patterns (Srou fe, Jacobvitz,
Mangelsdorf, DeAngelo, & Ward, 1985), or discordant or re jecting
relations (Rohner, 1986; Statt in & Klackenberg, 1992). The most
frequently investigated example of fu n c t ion a l eq u iva len ce comes
from res earch ex amin in g parent-child attachment rela tionships.
Waters (1978) fou n d that discrete a t tachment behaviors (e.g.,
smiling, approaching, holding) showed lit t le s tability. However,
when the fu n c t ion a l re la t ion s h ip was an a lyzed (i.e., s ecu re vs .
insecure a t tachments) , there was impressive s tability of a t tachment
classificat ions across a 6-month period.
U n for t u n a t e ly , s u bs eq u en t s tu d ies have n ot f o u n d th e same
degree of continuity in a t tachment rela tionships. Thompson (1998)
reported that out of 15 studies addressing this question, a broad
range o f short-term stability es timates was reported. I t appears thata major reason for variations in the a t tachment rela tionship s tems
from changes in life circumstances, such as alterations in employ-
m e n t s ta tu s or s tress levels (e .g., Thompson, Lamb, & Estes, 1982;
V a u g h n , Egeland, Sroufe, & Waters , 1979).
Child Rearing Across Children an d Across Situations
Change is the term commonly used as the antonym to s tability
or consis tency. However, change implies a permanent modifica-
t ion or transformation. For some questions about parenting, the
q u es t ion is not Did parenting change? but rather Are parents
capable of modifying their behavior under the circumstances?
Thus, variability more accurately reflects the focus of concern. Tow h a t extent do parents vary their child-rearing behavior or think-
in g when in te rac t in g with the ir different children or unde r differing
situations? This capacity to modulate or modify child-rearing
th in k in g or behavior has recen t ly begu n to attract more a t tention
from researchers, as is discussed below.
Methodological Issues
I t is now well recognized that results from investigations con-
cerning the components of s tability and change are closely linked
to methodology (e.g., Radke-Yarrow, 1989). The level of analysis
(e.g., global attitudes or specific behavioral responses to a child) is
l ikely to affect the degree of s imilarity found. Single acts of
specific, discrete behavior are often highly unstable. Molar behav-
ioral ra tings or aggregate scores are more apt to capture interindi-
v idual similarity than molecular codes or single observations
(Cairns & Green, 1979; Epstein, 1980).
Docum entation for parental s imilarity an d difference is not ju s t
closely aligned to methodology, it is also strongly affiliated with
th e theoretical approach taken and the particular questions ad-
dressed. The n ex t section illustrates how both similarity and dif-
ference in child rearing can be fou n d in the empirical research
li terature.
Evidence for Similarities an d Diffe r e nce s
in Child Rearing
Inspection of the child-rearing literature provides evidence fo r
both similarities an d d if fe ren ces . At a theoretical level, some
approaches toward paren ts assume a largely s ta tic and un chan ging
view, whereas o the rs h igh l igh t th e m u t a b le n a t u r e of child rearing.
Conflic ting information about s imilarity an d variation in paren t in gca n also be fou n d in empirical research concerning the determi-
n a n t s of paren ta l behavior .
Two Contrasting Models of Child Rearing
Different u n d er ly in g approaches to the s t u d y of parenting are
likely to con ta in d is c repan t v iews abou t th e similarity in ch i ld
rearing. For example, the trait an d child-effects approaches repre-
sent two sharply contras ting models (Holden, 1997; Maccoby,
1992). The trait approach is the oldest and mos t promin en t ap-
proach to the s tu d y of parents . It depicts th e es s en t ia l in gred ien t of
paren t in g as b e i n g fou n d in recu rren t pa t te rn s of behavior; th e
particular pattern embodied by a parent therefore represents the
essence of that parent 's child rearing. A series of different paren t-ing traits has been postulated as early as 1931 and variously
labeled as syn dromes, types, s tyles , or patterns. Examples of these
typologies and their creators are lis ted in Table 1. Several of the
typologies , most notably Baumrind's triarchy of child-rearing
s ty les and those assessing acceptance and rejection, continue to be
actively investigated (e .g. , Rohner, 1986; Steinberg, L amb orn,
Dornbusch, & Darling, 1992).
Each new categorization of parents has served to promote the
focu s on the trait- like and s table characteris tics of parenting. A
trait is in tended to represent the essence of the parent cu lled across
time and s ituations. Like any personality trait , a parental s tyle is
thought to provide a better representation of that parent than any
single or grou p of particular behavior(s) because it is a sum maryvariable. As such, the trait approach is in tended to reflect not one
interaction but ra ther the "season's average."
One hazard with the trait approach is that i t can lead to errone-
ou s con c lu s ion s of similarity—across t ime, children, an d s i tu a-
t ion s . As Darling an d Steinberg (1993) recognized in their discus-
sion of traits , li t t le is k n o w n a b o u t th e similarity of paren t in g s ty le s
across t ime. Thomas and Chess (1977) were sharper in their
con cern :
Our quarrel wi th the [ t ra i t ] formula t ions ar i ses when they assume
an "all or no th ing" charac ter , when they ar e credi ted wi th exclusive
sign i ficance in de termining the ch i ld 's psychological development .
Simi lar ly , these concep ts can be cr i t ic ized whe n the paren ta l a t t ribu tes
are reined and given a global dimension. I t is insuff icient and inac-
curate to characterize a parent in an overall , diffuse way as "reject-
ing," "overprotective," "insecure," e tc . A paren t may be u n s y m p a -
thet ic and an tagonis t ic to certain of the child's charac ter i s t ics an d
accepting an d approving of o thers; ove rpro tec t ive an d res t r ic t ive of
some of the child's act iv i ti es bu t no t of o thers; insecure and un sure in
specific areas of child-care responsibili t ies an d self-con fident and
assured in others, (pp. 78-79)
In s tark contras t to the trait conceptualization of the parent-
child rela tionship lies the child -effec ts approach (B ell, 1968; B ell
& Chapman , 1986). Ins tead of highlighting parental s imilarity,
investigators in this genre recognized the behavioral adjustments
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226 HOLDEN AND MILLER
Table 1
A Chronological Listing of Some of the Parenting Trait Schemes Published Since 1931
Author Trait
Levy (1931, 1943)
Watson (1934)
Hattick & Stowell (1936)
Symonds (1938)Baldwin, Kalhorn , & Breese (1945)
Lafore (1945)
Crandall & Preston (1955)
Brody (1956)
Sears, Maccoby, & Levin (1957)
Schaefer (1959)
Spitz (1965)
M o u l t o n , B u r n s t e in , Liberty, & Altucher (1966)
Ainsworth , Bell, & Stayton (1971)
B a u m r i n d (1971)
Martin (1981)
Koch, Chandler, Harder, & Paget (1982)
Pulkkinen (1982)
Abelman (1985)
Sameroff & Feil (1985)
Raphael-Leff (1986)
Metcalf &Gaier(1987)
McCord (1988)
Over-protection
La x vs. strict home training
Baby the child, push the child, or appropriate behavior
Acceptance, rejectionRejectant, casual, or acceptant (varying on dimensions of democratic to autocratic and
indulgen t to nonchalant)
Dictators, cooperators, temporizers, or appeasers
Affect ion, protection, coactive control, coercive control
Sensitive, less sensitive, insufficiently sensitive, or hypersensitive
Aggressive, &/or punitive, permissive/strict, warm, responsible
Accepting, overindulgent, protective-indulgent, overprotective, possessive, authoritarian-
dictatorial, demanding antagonistic, rejecting, neglecting, indifferent, detached, freedom,
democratic, cooperative
Rejec t ing , overpermissive, hostility in guise of anxiety, oscillation, cyclical mood swings,
hostility consciously compensated
Mother vs . father disciplinary dominance & high vs. low affection
Sensitive vs. insensitive
Authori tar ian , authoritative, permissive (and other subtypes)
Involved vs . autonomous
Repression, denial, intellecrualization, displacement, or projection as parental defense styles
Child vs. parent centered, guidance vs. selfish treatment
Induct ive vs. sensitizing discipline
Symbiotic, categorical, compensating, perspectivistic levels of parental thinking
Facilitator vs. regulator
Upward striving, overprotective, indifferent, conflicted
Aggressive, nonaggressive, or punitive
that parents are capable of making. Studies adopting this perspec-
tive have shown that parenting is affected by such characteristics
as the children's age and gender, behavior, appearance, tempera-
ment, and activity level (e.g., Anderson, Lytton, & Romney, 1986;
Fagot & K a v a n a u g h , 1993; Maccoby, 1984). More sophisticated
investigations along these lines have illustrated how child-rearingpractices reflect the interaction of child and parent characteristics
( B u g e n t a l & Shennum, 1984; Dix, Ruble, & Zambarano, 1989).
Th e source of much parental behavior is not an internal trait-like
orientation but rather reactions to children's characteristics and
behavior. Hence, according to this perspective, what similarity
parents display would be a reflection of the stability in their
children's behavior and characteristics.
Child-effect researchers do not maintain that this approach
portrays th e ful l picture of parent-child interactions. Rather, it
represents one aspect of a more general model of reciprocal
interactions or transactional models (Bell & Chapman, 1986). The
central theme of such models is that parental behavior reflects a
j o i n t product of parent an d child characteristics. It is based on the
history of interactions and may become transformed over time.
From this perspective, parenting should be thought of as a rela-
t ional rather than an individual difference construct, an d therefore
child rearing will vary when interacting with different children in
a family.
The trait and child-effect approaches are just two of several
different conceptualizations of parents that have guided develop-
m e n t of the empirical literature (for other approaches, see Holden,
1997). However, these two models of parents contrast most dra-
matically in their conceptual orientations concerning th e similarity
of child rearing. Conflict over this same issue ca n also be found in
the research literature focusing on the determinants of parental
behavior.
Determinants of Parenting
At an empirical level, investigations into parental behaviorreveal evidence fo r both similarity an d difference. In fact, th e
question of similarity or difference in behavior is closely related to
the issue of what determines or influences behavior (Mischel,
1977). If parental behavior is determined by only a few variables
tha t are likely to be unchanging or have a pervasive influence on
parenting, then child rearing should be characterized by more,
rather than less, similarity. However, if child rearing is susceptible
to a multitudeof external influences, or even just one variable that
u n d ergoes considerable change (i.e., child behavior), then a view
of similarity must be carefully reconsidered.
Sources of Child-Rearing Similarity
A number of categories of determinants of parental behavior
have been identified. For example, Holden (1997) found more
than 30 variables that have been shown empirically to influence
parenting. The variables can be most readily organized into parent
characteristics, child characteristics, and contextual variables (e.g.,
Belsky, 1984). Depending on the variable and the quality of that
variable, a particular determinant could either serve to promote
similarity or difference.
Determinants that promote similarity exert constraints on par-
e n t s to maintain similar behaviors. The most general of these is
cul ture . Culture ca n play th e function of prescribing, guiding, an d
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SIMILARITY IN PARENTING 227
limiting child rearing (Born s te in , 1991, 1995; Whiting & Child,
1953). These constraints typically work through parental beliefs
an d a t t i tu d es —s u ch as defining when and how to care fo r infants,
what child characteristics ar e desirable, an d specifying when par-
t icu la r parenting practices (e.g., n u r tu ran ce , encouraging indepen-
dence, physical punishment) are accepted, expected, or perhaps
taboo (Bornstein, 1995; Valsiner, 1989). More generally, cultural
orientations toward family versus work, maternal employment,an d child care provide important guides for the degree of parental
in vo lvemen t . These perceived cultural mandates as well as the
specific adaptations made within a particular ecocultural niche of
the family have been labeled parental ethnotheories (Harkness &
Super, 1995).
At the same time, culture can serve to prescribe variation and
chan ge in parenting. These cultural recommendations are likely to
come in the form of widely held instrumental an d descriptive
beliefs about children an d parenting (Stolz, 1967). A number of
cu l tu ra l prescriptions are related to the child's age. For instance,
such culturally guided child-rearing practices may concern when
children should be weaned from th e breast or sleep separately from
paren ts (Meldrum, 1982; Morelli, Rogoff, Oppenheim, & Gold-
smith, 1992). Or the prescriptions in some cultures may involve
accelerating toilet training or attempting to suppress early motor
development (Valsiner, 1989). Consequently, ethnotheories repre-
sent a homogenizing influence on parents within a particular
society or group.
In a similar fashion, membership in a social class, ethnic, or
religious group can provide implicit or explicit models of child
rearing an d constraints on individual variation in parenting; it is
likely that these subcultural divisions can be as potent or even
stronger than more generalized cultural influences. The impact of
social class on child-rearing values has been best revealed by Kohn
(e.g., 1979), who fou n d that working-class parents value obedience
an d conformity in their children in contrast to the autonomy an d
initia tive valued by parents who occupy a higher socioeconomics ta tus . An example of an explicit model of child rearing can be
fou n d in conservative Protestants' subscription to the belief that
corporal punishment of young children is a disciplinary practice
beneficial for their socialization (Ellison, Bartowski, & Segal,
1996; Thompson & Miller, 1997).
At the individual level, a number of variables can promote
similarity in child rearing. Most important are child-rearing be-
liefs—those cognitions that represent values, attitudes, percep-
t ions, expectations, or ideas about children or child-rearing prac-
tices (Goodnow, 1995; Goodnow & Collins, 1990; Holden, 1995;
McGillicuddy-DeLisi & Sigel, 1995; Sigel, McGillicuddy-DeLisi,
& Goodnow, 1992). If the belief is sufficient ly strong such that it
becomes a guiding principle for that parent or it colors the quality
of interactions with th e child, then that cognition provides a potent
determinant fo r similarity. Fo r example, if a parent believes that a
high level of involvement, constant monitoring, or power-assertive
discipline is an essential parenting ingredient for child socializa-
tion, then similarity along those dimensions would be expected.
Parents' perceptions can also promote similarity. If a father
regularly attributes his child's noncompliance to an internal dis-
position, or if a mother's belief that she has little ability to control
her children resulted in a self-fulfilling prophecy, then those per-
ceptions would likely promote similarity across time, children, and
situations. The work by Bugental an d her colleagues has best
documented th e role that maternal attributions of perceived control
play when interacting with children. In several different experi-
men ta l demonstrations, they have shown that mothers with lo w
perceived control feel threatened by unresponsive children and act
accordingly (e.g., Bugental, Blue, & Lewis, 1990; Bugental &
S h e n n u m , 1984).
Th e cognition that ha s most recently been linked to the idea of
similarity in child rearing is an individual's internal representationof self an d others. These ideas ar e believed to stem initially from
early attachment relationships bu t reflect th e parents' current men-
ta l representation of their childhood relationships with their ow n
parents. In t u r n , th e representations serve to prime parents with
expectations about their children that then influence ho w they
approach their own children (e.g., Main, Kaplan, & Cassidy,
1985). Although these internal ideations of the self an d child ar e
potentially malleable, at least on e study has fou n d that these
representations were stable in women from pregnancy through th e
time when their children reached 11 months of age (Benoit &
Parker, 1994).
This is not to say that parental beliefs an d perceptions funct ion
only to promote similarity. Just as culture ca n play dual roles inprescribing similarity or difference, so too can parents' beliefs an d
attitudes. Favoritism for one child over another, rigid sex-role
attitudes, beliefs about how parenting should change with th e
child's age, or beliefs that child rearing should be modified in
public settings versus private ones are examples of how individual
beliefs could promote different ial behavior. However, we suspect
that for the most part, beliefs serve to promote similarity.
Certain adult personality characteristics are also likely to result
in greater similarity. I t is not difficult to picture how continuity in
paren t in g would be observed in a father with a chronic short-
temper, in a highly empathic mother, or in a self-absorbed teenage
parent. Behavioral similarity also appears from th e consolidation
of habitual forms of interacting. Individuals ar e likely to repeat a
behavior if the conditions for its prior elicitation recur (Cairns,1979). These an d other likely sources of similarity ar e listed in the
to p half of Table 2.
Sources of Child-Rearing Differences
In the midst of these sources of similarity, there are also sources
an d pressures to modify child-rearing beliefs an d behavior. Given
that th e nature of parenting is multiply determined an d dynamic
(e.g., Belsky, 1984; Pettit & Bates, 1984), the similarity can be
undermined by a change in on e or more determinants. Parents m u s t
modify their behavior in important ways to respond to changing
child behavior and characteristics (e.g., Maccoby, 1984).
Development in children has long been appreciated as a catalyst
for transformations in parenting behavior (Baldwin, 1946). Fo r
instance, th e onset of infan t locomotion is accompanied by a
dramatic increase in parental expectations of compliance and the
use of angry prohibitions but also new expressions of warmth, such
as verbal affect ion (Campos, Kermonian, & Zumbahlen, 1992).
Children who were early walkers showed more conflict as well as
positive exchanges with their parents than later walkers (Bir in gen ,
Emde, Campos, & Appelbaum, 1995). Not surprisingly, new ca-
pabilities in the child can be associated with changes in parental
satisfaction. Parents report less child-rearing enjoyment with their
more mobile 18-month-old children than they did when their
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228 HOLDEN AND MILLER
Table 2
Influences That M ay Promote Child-Rearing Similarities or Differences
Parental variable s Child characte ristics Context
Experience in family of origin
Personali tyChild-rearing beliefs/at t i tudesHabits, routines
Friends, social supportFormal education
Occupat ion
Influences promoting similarities
Gender Cul ture
Temperament SESBir th order Religion
Attractiveness NeighborhoodBiological/adopted
Handicap
A g in g
Change in marital status/satisfactionShifts in stressors
Different immediate goals
Changes a t workMoodN e w child-rearing information
Influences promoting differences
Growth/age
BehaviorMood
Time of year, day
Day of weekPresence of othersCompeting demands
Nature of specific context
Note. SES = Socioeconomic status.
infan t s were 12 months old (Fagot & Kavan agh, 1993). The focus
of parental concerns may also change with age. Mothers of tod-
dlers are primarily conce rned with their safety, but those conce rns
soon shift to moral and conventional issues (Gralinski & Kopp,
1993; Smetana, 1997). As children attain puberty, adolescents and
their parents exhibi t an increased amou nt of confl ict and decreased
warmth compared with before or after puberty (Paikoff & B rooks-
G u n n , 1991; Steinberg, 1981).
Differences in child rearing are not only instigated by a child's
development; the need to modify parenting behavior can come
from many sources. The family systems perspective (e.g.,
Min u chin , 1985) reminds us that parent-child dyadic interactionsdo not occur in a v a c u u m but can be influenced by the presence of
other individu als. Support for this has been borne ou t with the
research on second-order effects (Bronfenbrenner , 1979) and tri-
adic family interactions. For example, fathers became more de-
man d in g of their sons when observed with their wives compared
with father-son dyadic interactions (Buhrmester , Camparo, Chris-
tensen, Gonzalez, & Hinshaw, 1992). Par t of the impetus for
change in the family context may come from competing goals an d
th e motivation to balance th e needs of different individuals (Dix,
1992). In the case of marital violence, battered women report tha t
they often modify their child-rearing behavior to avoid inci ting th e
wrath of their abusive par tner (Holden & Ritchie, 1991).
Every family uni t experiences changes over time, such as the
arrival of another child, a change in the quali ty of the marital
relationship or employment, heal th problems, divorce, or remar-
r iage. Man y of these changes in the family structure or functioning
have been shown to impact th e quali ty of parenting (e.g., Dunn &
Kendrick, 1980; Hetherington & Stanley-Hagan, 1995; Taylor &
Kogan, 1973). The effects of marital conflict and divorce on
child-rearing practices have been frequently investigated. For ex-
ample, the two best documented findings are that parents in mar-
itally turbulent homes are l ikely to express negative emotionali ty
to their children and experience problems in child management
(Cu mmin gs & Davies, 1994).
Change in the family is often associated with increases in stress.
Stress has also been shown to be a potent agent for changes in
child-rearing practices, whether it be transient or chronic (Mash &
Johnson, 1990; Webster-Stratton, 1990). In the case of unemploy-
ment, economic need commonly results in stress and the onset of
negative parenting (Conger et al., 1992; McLoyd, 1990). Similarly,
th e stress associated with l iving w ith a violent husband appears to
resul t in increased maternal aggression directed toward the child
(Holden, Stein, Harris, Ritchie, & Jouriles, 1998).
Other sources of variation in child-rearing behavior include such
m u n d a n e determinants as the time of year an d day. Crouter an d
McHale (1993) found differences in parenting during the summer
an d the winter months, at least for those parents whose work
schedule chan ged. Parent behavior may also vary across the course
of a day. It is not difficult to predict that most parents would sa y
the quali ty of their interactions with their rested children is better
during th e mor nings than in the ear ly evening, a time co lloquial ly
referred to in some families as "hell hour." In fact, there is some
evidence that parents are mo re l ikely to spank their children in the
evening than other times of the day (Clifford, 1959; Holden,
Coleman, & Schmidt, 1995). Althou gh there are competing expla-
nations for this observation (e.g., decrease in parental patience vs.
increase in base rate of child misbehaviors), the time of day is
nonetheless correlated with differing rates of child-rearing
behavior.A n u m b e r of other characteristics ca n also account for differ-
ences in parenting. As parents age, their child-rearing practices
ma y be transformed because of one or more of a variety of
variables. Fatigue or physical ai lments, new information learned,
competing demands, or previous experience with children are a
few of the sources of change tha t have been sugges ted in the
literature (Clarke-Stewart, 1978; Holden, 1988; Ragozin, Basham,
Crnic, Greenberg, & Robinson, 1982; Zussman, 1980). Transient
variables such as parental mood, shifting goals, or the immediate
context have also been shown to impact parenting (Dix, 1991; Dix
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SIMILARITY IN PARENTING 229
& Reinhold, 1991; Kuczynski , 1984; Schaffer & Liddell, 1984;
Zussman, 1980).
The variability associated with parental behavior has been best
d ocu men ted in s tudies investigating parental disciplinary practices.
In a p ion ee r in g s tu d y , Gru s ec an d K u czyn s k i (1980) showed that
mothers ' disciplinary responses were far more dependent on the
nature of the transgression rather than a belief about how to
discipline a child. That work has since been extended in severaldifferent directions (e.g., Gru s ec & Goodnow, 1994; Smetana,
1989; Trickett & Kuczynski, 1986; Zahn-Waxler & Chapman ,
1982). These and other potential sources of child-rearing variabil-
ity ar e listed in the lower half of Table 2.
The likelihood that parent-child relationships can be character-
ized by considerable difference should not be surpris ing; there is
ample evidence that adult in timate rela tionships undergo s ignifi-
can t changes over rela tively short periods of t ime, such as during
hon eymoon s or after the birth of a child (B elsky & Rovine , 1990;
Cowan & Cowan, 1992). Certain close observers of parental
behavior ar e keenly aware of variability in child-rearing practices:
Children are quick to protes t that parents act more favorably
toward their s iblings than to them (e.g., Dan ie ls , Du n n , Fu rs ten -
berg, & Plomin, 1985).
Summary
The above examples of sources of child-rearing similarities and
differences illus tra te the competing evidence for both continuity
an d change in parenting. How the determinants interrelate—and
impact child-rearing similarity—is likely to be abstruse. Certain
determinants may compete between each other (e .g. , current be-
liefs vs. experience in family of origin), others may be additive
(e.g., difficult temperament and poverty), and s till others may
interact (e.g., personality and stress). Some variables mediate
child-rearing behavior and its stability (e.g., attributions); others
serve as moderators (e.g., poverty). However the variables relate,they represent a mu lt i tu d e of potential influences that contribute to
both similarities and differences across the three child-rearing
domains of consideration.
Through this discussion of in f lu en ces on paren t in g , it becomes
apparent that which variables or influences are held constant and
which variables are manipulated will impact the outcome. It is
likely that an investigator could design a s t u d y to maximize either
child-rearing similarities or differences. To some degree, we sus-
pect that this has occurred in the li terature. Longitudinal s tudies of
parent-child relations are in ten d ed to reveal stability, in contras t to
cross-situational s tudies that are more likely to emphasize the
situational specificity of child rearing. Research examining par-
enting across children falls somewhere in the middle, whereby
each child's temperament and behavior are the variables allowed
to f lu c tu a te .
Questions Addressed in the Meta-Analysis
Theoretical orientations and empirical reports have presented
credible reasons concerning why parenting behavior might be
characterized by either similarity or difference. This meta-analysis
is designed to systematically evaluate the available evidence. On
the basis of the exis ting li terature, we generated several hypothe-
ses. For several reasons, we expected the greates t amount of
similarity to be f o u n d in the across-time s tudies ra ther than th e
across-children or across-situations s tudies. Foremost, given that
the same dyadic rela tionships were assessed, those rela tionships
are based on a common his tory of in teractions and that longitudi-
nal s tudies were in tended to maximize the likelihood of finding
s tability, we expected to f ind th e mos t evid en ce of con t in u i t y in
tha t domain. Another reason why we expected the most s imilarity
across time was that su ch s tu d ies were u n l ik e ly to con t ras t theparen t in g of an i n fan t with th e paren t in g of an adolescent; ra ther,
it was expected that most s tudies would utilize rela tively short
longitudinal t ime frames by making comparisons across months
rather than across years .
G iv en the potential power of proximate contextual influences on
both the child 's and the parent 's behavior, we expected the across-
situations s tudies would show the leas t amount of parenting s im-
ilarity for several reasons. Firs t , we recognized that parental be-
havior can be highly s ituation specific , as much of the child-
rearing literature reviewed above has shown. Second, in line with
theoris ts such as Mischel (1984), we expected the person-situation
in te rac t ion wou ld res u l t in differences across contexts . In addition,
we reasoned that s tudies examining behavior across s ituations
w o u l d be d es ign ed to max imize the ways in which the con tex t
elicited different behavior. We anticipated that s tudies comparing
parenting across children to fall in be tween the o the r two d omain s
in terms of the e x t e n t of similarities or d if fe ren ces fou n d .
Several specific variables were hy pothesized to modify the level
of similarity for the across-time domain. We expected s tudies
containing longer samples of child-rearing behavior ( thereby cap-
t u r ing more representative samples of behavior) to show more
similarity than s tudies with briefer observations. Also, s tudies with
shorter t ime in tervals between assessments were predicted to show
more s imilarity, as has been fou n d with children 's in te lligence tes t
scores (e .g. , McCall, Appelbau m, & Hogarty, 1973). We reasoned
tha t investigations across t ime were more likely to use global and
molar-type variables, which in turn should show greater in terindi-v idual s tability than behavioral variables commonly assessed in
s tudies across children or across s ituations. Similarly, long itudin al
s tudies also are likely to rely on child-rearing at t i tudes, which are
likely to be more s table than child-rearing behavior (Holden,
1995). Finally, we anticipated t ha t similarity would be more ap-
parent in s tudies that began with older children, where parent-
child behavioral re la tionships would be more es tablished and
would u n d ergo fewer dramatic ontogenetic changes t han in s tu d ies
commen c in g in i n fan cy .
Method
Identification of the StudiesThree strategies were used to identify potential studies for i n c lu s io n . Th e
primary search method involved conducting a computer search of the
Psychological Abstracts database (PsyclNFO, 1888-1997). In addition, to
identify unpublished conference presentations, a computer search of the
Educational Resources Information Center (ERIC, 1901-1997) database
was also conducted. Both searches involved the use of the descriptors
parents) and child-rearing, cross-referenced with stability, instability,
consistency, variation, longitudinal, context, situation, an d siblings. Sec-
ond, a manual search was conducted of art icles published in Child Devel-
opment an d Developmental Psychology from the years 1980 th rough 1997.
The ancest ry method was a lso use d, whereby references l is t ed in review
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230 HOLDEN AN D MILLER
Table 3
Characteristics of the Studies in the Three C hild-Rearing Domains
Child-rearing domain
Characteristic Across time Across children Across situ a tio n s
Number of s tudies foun d
Number of studies usedAssessment method
Quest ionnaireInterviewObservationMult imethod/o ther
Time period when study appeared1960-1972
1973-19821983-1997
Age of child0-12 mo nt h s13-35 months3-5 years6-10 years1 1 years or older
Sample size (mother-child dyads)MRange
78
56
93
377
4
844
Assessment
First Final
30 1017 232 104 23 11
7520-359
23
13
0193
11
11
Child
First Second
3 33 32 0
2 23 5
4112-120
31
20
00
200
15
14
46910
13931-516
articles (Maccoby & Martin, 1983; Martin, 1975; Rollins & Thomas, 1979)
or empirical studies provided a source for other articles. Those searches le d
to a total of 132 studies that were examined for possible inclusion.
To be included in the data set, th e study had to meet five criteria. First,
th e s tudy had to include a direct assessment of parents, rather than thechildren's perception of their parents' child-rearing behaviors or attitudes.
The assessment me thod could involve the use of questionn aires, inter-
views, observations, or some combination. Second, because we wanted to
investigate th e similarity of no rmal parental behavior, research in to clinical
samples of parents or children (e.g., depressed parents, noncompliant
children), family transitions (e.g., modifications in family composition
such as divorce, change in parents' work status, or adjus tments to na tura l
disasters or trau ma), or studies invo lving parents of disabled children were
omitted.
Although these criteria reduced the sample size, it was done in o rder that
the results be generalizable to normal child-rearing practices. Fo r example,
it has been shown that certain clinical populations of mothers (e.g., de-
pressed, schizophrenic) not only exhibit different rearing practices than
comparison mothers (Goodman & B ru m l ey , 1990; Kochanska, Kuczynski,
& Maguire , 1989), but they show diminished ability to adapt and modulatetheir behavior (Dix, 1992). Inclusion of such groups could have inflated
measures of the similarity of child rearing. However, wherever possible,data from comparison groups used in those clinical studies were included
(e.g., Kochanska, 1990; McHale & Pawletko, 1992).
Th e third criterion fo r inclus ion wa s tha t th e s tudy needed to contain
sufficient statistical information (correlations, F or t values, means, and
standard devia t ions , or at a min imu m, some in formation regarding s ignif-
icance) to allow the use of meta-analytic techniques . Fourth, we limited our
focus to mothers ' child rearing becau se of an insufficient number of studies
focusing on fathers. (We did identify a total of 21 studies that sampled
fathers; all but four also included mothers.) Finally, because we wanted to
examine actual child-rearing behaviors or beliefs, studies that focused on
parental behavioral intentions were excluded. Most of these studies used
vignettes asking parents to predict how they think they would behave in
response to a particular scenario.
A total of 87empirical studies met those criteria. The investigations fell
into three categories: (a) 56 studies examined parental behavior or attitudesover time; (b) 13 studies investigated parental behavior across different
children within a family; and (c) 20 studies assessed parental behavior
across situations.1
Those studies included 66 published articles (69% from
Child Development or Developmental Psychology), nine conference pre-
sentations, six chapters, three monographs, tw o dissertations, and onemanual.
A summary of the characteristics of the studies is found in Table 3.
Sixty-three percent of the studies contributed to the across-time domain,
15% to the across-children domain, and 22% to the across-situations
domain. Most (84%) of the studies that used a single assessment method
relied on systematic observations, followed by questionnaires (11%), an d
interviews (5%). Although th e data se t spans almost 35 years, more than
three fourths of the studies (78%) appeared in the past 15 years. With
regard to the age of the children, infants or toddlers were th e focus in 71%
of the studies; only 18% of the studies include d children older than age 10.A final characteristic of the studies that varied across child-rearing domain
was the sample size. The mean number of mother-child dyads in the
across-time studies was 75. The across-children studies had the largest
number of mothers per study (n = 139), whereas the across-situations
studies had, on average, th e fewest number of mother-chi ld dyads(n = 41).
Another characteristic of the three sets of studies was the presence of
confounds. Studies in each of the three domains ha d confounds. Of the 56
1Tw o studies contained data for two domains (Conger & Conger, 1994;
Dunn & Plomin, 1986).
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SIMILARITY IN PARENTING 231
across- t ime s tudies , n ine in t roduced a confound by changing the se t t ing
(k = 6) or swi tch ing the assessmen t m ethod f rom observat ion to se l f -repor t
(k = 3). All of the across-children studies had one of two types of
l imi ta tions: The observat ions inevi tably confoun d e i ther the age of a ch i ld
or the age of the paren t . Invest iga t ions mu st either have had paren t s in t erac t
wi th thei r own chi ldren , who were a t differen t ages, or the researchers mu st
have waited u n t i l the younger ch i ld reached the same age tha t the o lder
chi ld was before conduct ing the second parent-child observat ion . Out of
the thirteen across-children s tudies inc luded in the meta-analysis , seven
co n f o u n d e d age of ch i ld, and s ix confounded t ime (a long wi th the age of
the paren t ) . Another confou nd wi th the da ta concerns the across-situa t ions
s tudies . The design of the s tudies involved changes in loca t ion , t asks, or
bo th . Three of these s tudies compared paren ta l behavior in the home wi th
behavior in the laboratory or another location (e.g., park). The other 17
studies occurred only in one set t ing (10 in the laboratory and 7 in the
home). Each of these single-set t ing studies created two or three differen t
si tua t ions by modify ing ac t iv i ti es (k = 13), in t roducin g o ther individuals
in to th e in terac t ions (k = 2) , swi tch ing rooms (k = 1), or modify ing
act iv i t i es and in t roducing ano ther individual (k = 1).
Selection of Child-Rearing Variables
Each s tudy measured an average of 6.1 child-rearing variables, result ing
in a total of 533 variables of interest . Two coders then independently
grouped those variables into child-rearing const ruc t s . Considerable a t t en-
t ion wa s devoted to determining th e appropriate construct categories.
Col lapsing variables into too few categories might have obscured any
systemat ic pa t t erns. Al terna t ively , i f too many categories were crea ted,
there might no t have been enough data for analyses. The coders arrived
at 11 independen t ch i ld-rear ing const ruc t s , ranging f rom caregive to ver-
balization. Four of the con st ruc t s ref lec ted different aspects of the qual i ty
of in terac t ions. Caregive included observational variables that reflected
daily custodial act iv i t ies wi th youn g ch i ldren , su ch as f eeding , ho lding , and
sooth ing . Behavioral or att i tudinal measures that reflected support, praise,
help , rewards, or use of posi t ive re inforcement were coded in to the con-
struct encouragement. Interaction was a behavioral construct that indicated
the degree of posi t ive involvement between mother and ch i ld, inc luding
engagement , p lay , and proximi ty . .Behaviors tha t involved demonst ra t ing
to the chi ld, t eaching , or providing some type of cognit ive or social
s t imula t ion were coded as stimulation. Maternal vocal iza t ions directed to
th e chi ld tha t may have been qual i f i ed as rate of speech, syntactic com-
plexity, or richness of vocabulary were classified as verbalization. A
const ruc t tha t cap tured the qual i ty of in t erac tion was responsiveness. Th e
behavioral var iables subsumed by th is const ruc t inc luded assessments of
sensi t iv ity or respon sivi ty . At t i tudinal or observat ional assessments of
child management or disciplinary practices or orientations that may have
appeared as restrictiveness, power assertion, or punishment were co l lapsed
in to the const ruc t control. Another behavioral const ruc t was monitor,
which consisted of paren ta l supervision (watchin g) or main ta in ing an
awareness of the ch i ld 's ac t iv i t i es . Two af fec t -based const ruc t s were in-
c luded. Negative a f f e c t consis t ed of the observed or self-reported at t i tudes
of host i l i ty , re jec t ion , cr i t ic i sm, or negat ive emot ional i ty . Positive a f f e c tencompassed behavioral or a t t i t udinal measures of maternal p leasure or
e n j o y m e n t with th e child, operationalized as laugh, smi le , warmth, an d
affect ion. Final ly , the const ruc t noninvolvement inc luded those behaviors
that reflected a lack of interest or involve me nt with the child, such as
i g n o ri n g o r n o n e n g a g e m e n t .
To assess the reliabili ty of the coding of the variables, two coders
independe n t ly ca tegorized the variables in to the 11 const ruc t s . They agreed
on ca tegory p lacement in 82% of the cases. Al l discrepancies were dis-
cussed and resolved by the coders. A total of 35 of the 533 variables (6.6%)
could no t be c lassi fied in to one of the const ruc t s and thus were no t inc luded
in th e analyses (e.g., achievement pressure , chores , f ee l ings of competence,
i n d e p e n d e n c e , an d over-protection or foster ing dependency) .
In severa l ins tances, two or more var iables used in a s tudy were co l-
lapsed and c lassi fied in to the same con st ruc t . For example, in a s tu dy by
Clarke-Stewart (1973), appropriateness and responsiveness were both in-
c luded under the const ruc t responsiveness. In such cases, the effect sizes
from the two (or more) var iables were averaged to form one measure per
s tudy as recommended by Rosen thal (1991) to m a i n t a i n i n d e p e n d e n t
samples in the meta-analysis .
Tables 4, 5, and 6 l is t the s tu dies analyzed in each of the three domain s
an d provide a summary of the key characterist ics of the studies, including
the sample size, presence of moderator variables, and the particular con-
s tructs examined.
The Meta-Analytic Method Used
Meta-analyses typ ical ly examine th e effects of an independen t var iable
on a dependen t var iable . In the case of parent-child relat ionships, this
t echnique has been used to address such quest ions as whether paren t s
differentially socialize their sons and daughters (Lytton & Romney, 1991),
whether ch i ldren 's wel l being i s adversely affected by being raised in
divorced, single-parent families compared with two-paren t famil ies
(Amato & Keith, 1991), and whether parental caregiving is related to child
external izing behavior (Rothbaum & Weisz, 1994). Usual ly , the indepen-
dent variable is manipulated at two or more levels, and the relat ion betweenthe two variables i s then expressed as an effect size (ei ther with an r or d).
The cen t ra l analyses in th is ar t ic le , however , do no t examine the effect
of an independen t var iable on a dependen t var iable . Rather , we examine
whether paren t s are re la t ively s imi lar over t ime, differen t chi ldren , or
con texts . Thus, a par t icu lar var iable was assessed a t two poin t s in t ime,
with two ch i ldren , or in two or more s i tua t ions. Because the i ssue of the
degree o f similari ty is d e t e r m i n e d from correlational analyses, th e effect
size (ES) est imates were based on Pearson product-moment correla t ions
(e.g., Rose nthal, 1984). For studie s examin ing two (or more) variables
classified in to the same const ruc t , the ES was the average correla t ion . For
the com puta t ion of the average correla t ion , Fischer's r-to-z transformation
was use d. I f the resu l t s indica ted on ly tha t the correla t ion was non sign i f -
ican t , th e variable wa s given an effect size of 0.
A n um ber of s tudies , ra ther than assessing degree of similari ty, exam-
ined the i ssue of whether child rearing differed sign ifican tly in one of thedomains. A n a l y s e s from these s tudies were most of ten /-tests or A N OV A s
an d were t ransla t ed in to effect sizes with d (Hedges & Olkin, 1985). Effect
sizes were a lso computed in s tudies tha t provided means an d standard
devia t ions bu t did no t report any stat ist ical test . Studies reporting only
sign i ficance l evels were a lso inc luded in the an alyses. For un speci f ied
s ignif icant resu l t s , p value s along wi th sample s izes were used to determine
effect sizes (Johnson, 1993). As wi th th e correla tional da ta , non sign i f ican t
results were assigned an effec t size of 0. Across both type s of data, the o n ly
information provided for 29 (5.4%) of the 498 variables wa s tha t th e
analyses were nonsign i f ican t .2
Correla t ional da ta as wel l as da ta concern ing the di f ference in mean
levels of scores both yield information about similari ty and change. How-
ever, for convenience, correlations are referred to as an index of similari ty,
whereas tests of mean levels of scores are ascribed to as an index of
difference or c h a n g e . B e c a u se th e effect sizes obta ined from t or F valuesdeno t ing differences across t ime, ch i ldren , or s i tua t ions could no t be
combined with the correlations expressing similari t ies, separate a n a l y s e s
were conducted for s imi lari ty and di f ferenc e t es t s. I t should be poin ted ou t
that the similari ty and difference tests are not conceptually opposite. For
example, th e f r e q u e n c y of h u g g i n g or kissing children will l ikely show a
2The meta-analyses were recomputed wi thou t these non sign i f ican t var i-
ables. Removing those variables resulted, for the most part , in minimal
changes in the overa l l effect sizes. This set of meta-analyses is available
from either author.
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232 HOLDEN AND MILLER
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reliable decrease across time, but parents could maintain their relative
position on the construct of positive affect.
The meta-analyses were conducted at two levels, as recommended by
Light and Pillemer (1984). The most general approach involved analyses at
th e study level. At that level, all constructs assessed in a particu lar stu dy,
irrespective of their content, were averaged to obtain one estimate (or
ent ry) per s tudy.3 The study-level analyses involved a total of six meta-
analytic tests: similarity and difference tests across time, across children,
and across situations. The purpose of this level of analysis was to discover
the extent of similarity independent of the particular type of parental
behavior; i t provides a conservative estimate of similarity of child rearing
(Rosenthal , 1991).4
The primary analyses at the study level were computed with the sof tware
package DSTAT (Johnson, 1993), a program that uses the procedures and
formulas developed by Hedges and Olkin (1985). Composite mean effect
sizes were computed by averaging the effect sizes with each effect size
weighted by variance estimates. Using this technique, the greatest weight
is given to the most rel iably est imated studies an d thus takes in to accoun t
sample-size variation. The reported results include composite mean effect
sizes, 95% confidence interval limits (CI), and homogeneity estimates.
To interpret composite effect sizes, we followed Cohen's (1988) recom-
mendat ions. A small effect size has an r of at least .10 or a d va l u e of a
minimum of .20. An effect size is considered medium with an r of .24 or
bet ter and a d of at least .50. A large effect size would have a m i n i m u m r
of .37 or a d of .80 or greater.
The homogeneity estimates (Q h) tested the extent to which results across
studies differed. The statistic, which follows a chi-square distribution,
compares the actual variat ion in outcomes to what would be expected
simply because of sampling error (Hedges & Olkin, 1985). Large Qb values
indicate signif icant heterogen ei ty. Thus, i f the Qb statistic is significant,
heterogeneous rather than homogeneous resul t s are present and tests of
moderator variables are warranted to reveal those factors contributing to
the variance among the studies.
The second type of analyses consisted of computat ions at the individual
const ruct level . At this level, each stu dy could only provide one datum per
construct; within one study, two or more variables that fell unde r the same
construct were averaged. The DSTAT (Johnson, 1993) program was again
used to determine effect sizes for the individual const ructs within each
s tudy as well as to compute the co mposite effect sizes. I f there we re enoug h
data, a total of six (similarity and difference tests for the time, children, and
situations domains) composite effect sizes was calculated on each con-
st ruct , al though the mean number of t ests per const ruct was 4.8
(SD = 1.47). At the individual construct level, resu lts inclu de composite
effect sizes, 95% confidence interval limits, and homogeneity estimates.
Once effect sizes were determined, follow-up analyses were conducted
to assess whether th e across-time, across-children, and across-situations
results were quantitatively different at the study an d individual-construct
levels. These linear contrasts of the average effect sizes were computed
following th e method recommended by Hedges an d Olkin (1985) and are
comparable to contrasts used in ANOVAs. A test statistic was computed
for each contrast using the two effect sizes, estimates of the variance, an d
th e pooled variance. Th e standardized contrast value obtained wa s t h en
3Twenty-six studies reported both correlations and difference tests, so
each study contributed one measure for each type of analysis.4
A second type of an alysis was conducted in which the const ructs were
n ot averaged. Rather, each study could contribute multiple pieces of data to
the meta-analyses if the study included multiple constructs. For example, if
three const ructs were reported in one study, each con st ruct was t reated as
an independent measure. As with th e study-level analyses, a total of six
meta-analytic tests were performed at this level. These analyses provided
resul ts that were very close to the study-level analyses. They are available
from ei ther author.
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SIMILARITY IN PARENTING 235
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SIMILARITY IN PARENTING 237
compared with th e crit ical value of the standard normal distribution a t a se t
significance level (1.96 for one contrast and 2.24 for three contrasts). If the
con t ras t v a lu e exceeded the critical value, the difference b e t w e e n t h e t w o
effect sizes was considered sign ifican t. B ecau se of the risk of Type 1 errors
result ing from multiple comparisons for each construct, we used a s imul-
taneous t es t procedure (Bonfer roni inequal i t i es) and se t the s ign i f icance
level as well as cri t ical values according to the number of contrasts
conducted (Hedges & Olkin , 1985). An inspec t ion for s tudies tha t mayhave cont r ibu ted ou t l i ers was conducted for the major analyses; no clear
outliers were found.
The final set of analyses involved t es t ing the moderator variables. These
analyses were computed a t the s tudy level . When avai lable , a to ta l of s ix
moderator variables were teste d for. Two types of moderator variables
were present in two domains: (a) age of child ( infant , toddler, school age)
an d (b) l e n g t h of observation (less than 30 min, 30-59 min, 60 or more
min). In addi t ion , four other moderators could be assessed in on ly one of
the domains. Across- t ime data was used to t es t whether the method of
assessment (observation, self-report from quest ionnai re or in t erview) af -
fected the levels of similari ty. In addit ion, the impact of the t ime interval
between assessments (6 months or l ess , more than 6 bu t l ess than or equal
to 12 mon ths, over 12 mon ths) was examine d in this domain. For the
across-children studies, the age difference betwee n the ch i ldren a t the t ime
of the assessment (same age vs. differen t ages) was tested. Type ofs i tuat ion (different set t ings vs. different tasks) was assessed in the across-
s i t u a t i o n s analyses. Analyses resu l t ed in a Qb, which fo l lows a ch i -square
distribution and has p—l degrees of f reedom where p i s the number of
leve ls . I f there was a s ign i f ican t Qb, the means of the two or more l evels
of th e modera tor var iable were s ign i f ican t ly different from each o ther
(Hedges & Olkin, 1985). Follow-up linear contrasts were conducted among
th e m e a n w e i g h t e d effect sizes in the case of a s ignif icant Qh when there
were more than two levels of the moderator variable.
Results
Similarities in Child Rearing
Test-Retest Reliability
Interpreta tion of the results from individual s tudies is dependent
on th e reliability of the assessment in s t ru men ts ; th e similarity
observed cannot exceed the reliability of the method (Alder &
Scher, 1994; Nunnally, 1978). Test-retest reliability of measures
of child rearing has been examined with two methods—behavioral
observations and atti tude questionnaires . Correlations of maternal
behavior based on repeated observations of the same mother-child
dyad in the same activity a t the same location (generally free play
in the home or laboratory) over a short period of t ime (from 3 days
to 1 month apart) were reported in 11 studies.5 The med ian
correlation was .59, ranging from a low of .35 to a high of .78.
These results indicate that repeated observations of matern a l be-
havior over a short period of time do provide a moderate degree of
reliability.
The test-retest reliability of global a t t i tude questionnaires is
typically higher than the re tes t re liability of observational data.
Althou gh retes t data were not included in the present articles with
enough frequency to be summarized, a review of a t t i tude ques-
tionnaires f o u n d tha t the mean test-retest reliability for 12 ins tru-
ments that used samples of parents was .74 (range = .61 to .89;
Holden & Edwards, 1989). These reliability limits should be kept
in mind when in terpreting the following f indings.
Results at the Study Level
R es u l ts from th e study level revealed that high levels of child-
rearing s imilarity were f o u n d in the across-children (r = .50, p <
.001, CI = .487.53, k = 10,n = 1,670; Q = 95.35, p < .001) and
th e across-time (r = .45, p < .001, CI = .437.46, k = 47,
n = 3,786; Q = 497.40, p < .001) studies. The mean effect size
from the across-situations s tudies was s ignificant as well butshowed less similarity than the other domains (r = .26, p < .001,
CI = .207.32, k=l2,n = 509, Q = 47.14, p < .001). Con tras t
tes ts revealed that the effect size for the across-children similarity
was s ignificantly s tronger than the across-time and the across-
s i tu a t ion s effect sizes (Z CT = 2.47, p < .05, zcs = 5.93, p < .05,
respectively). The across-time effect size was also significantly
higher than the across-situations effect size (ZTS = 4.80, p < .05).
However, the results a t the s tudy level were qualif ied by the
finding of heterogeneity for all three domains. Nevertheless , the
fail-safe Ns for the three domains ar e substantial. It wou ld
take 64,553 s tudies with null results to make the across-time
res u l t s n on s ign if ican t . Th e comparable n u mber of s tudies for the
across-children data is 6,441 and for the across-situations data
is 976.
Results at the Individual C onstruct Level
Meta-analyses a t the individual construct level provide the most
precise information about s imilarity of child rearing. However,
tha t set of analyses was limited by sample size; in several cases,
there were an insufficient number of s tudies to provide a u sefu l
es timate. Nevertheless , meta-analyses could be computed to assess
th e child-rearing s imilarity of seven or more of the 11 con s t ru c ts in
each of the three domains.
Similarity across time. A total of 47 longitudinal s tudies con-
tributed to these analyses; s tability could be assessed in all 11child-rearing constructs . The results, listed in Table 7, indicated
that significant levels of s tability were found on all the constructs ,
with a median effect size of .38 (range = .20 to .55). Except for the
con s t ru c ts n on in volvemen t an d monitor that were assessed in only
three and five s tudies , respectively, the effect sizes for the remain-
in g constructs were based on an average of 14.7 studies.
Heterogeneous results were present with all 11 constructs . How-
ever, the heterogeneity was a result of the variation in the magni-
tude of the positive effect sizes. For example, the construct that
showed the most varia tion across s tudies was control. The heter-
ogeneous result was due to correlations that ranged from .20 to .82,
with an overall effect size of .53.
Similarity across children. Seven of the 11 child-rearing con-
s tructs could be tes ted in this domain, with information from a totalof 10 studies. All effect sizes were s ignificant and in the moderate
range, with a median r of .38 (range = .33 to .59). Of the 7
constructs , 5 manifes ted heterogeneous results (see Table 8). The 2
constructs with homogeneous results , indicating s imilar results ,
were positive affect (r = .44) and responsiveness (r = .38).
5These s tudies were Bates et al . (1982); Belsky (1980); D u n n et al .
(1985); Frankel et al. (1980); Green et al. (1980); Holden (1983); L e y e n -
decker, Lamb, Scholmerich, and Fricke (1997); Lyt ton and Zwirner (1975);
Merrill (1946); Tamis-LeMonda et al. (1998); and Wachs (1987).
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238 HOLDEN AND MILLER
Table 7
Meta-Analytic Results for Child-Rearing Constructs: Similarities Across Time
Construct
CaregiveControl
EncouragementInteractionMonitorNegative affect
NoninvolvementPositive affectResponsivenessStimulationVerbalization
r
.20**
.53**
.55**
.38**
.35**
.48**
.39**
.45**
.38**
.34**
.29**
95% confidenceinterval: lower/upper
* .141.21* .507.55
* .507.58.347.41
.307.40
.457.51
.307.47
.427.48
.347.41
.307.38
.247.34
k
822
8185
143
18171611
N
454
1,570
4511,081
5141,377
11 11,296
1,281853586
G
19.93**202.50***
95.13***104.79***109.80***234.80***
8.33*179.50***200.17***
49.30***59.34***
Fail-safe N
27321,141
1,17820,072
6718,930
1628,2165,6582,7341,089
* / > < .05. **p<.01. ***;?<.001.
Similarity across situations. Twelve studies involving obser-
vations of the same parent-child dyads in two or more settings or
situations had suff icient data to be analyzed. Cross-situationaldata
were available on eight of the child-rearing constructs (Table 9).
Significant cross-situational similarity in parenting behavior was
fou n d for all but one construct.The effect sizes ranged from a high
of r = .38 (interaction) to a low of r = .06 (verbalization), with a
median ES of .22. Besides interaction, the constructs that showed
the strongest effect sizes were control, responsiveness, and posi-
tive affect; all were in the medium range. Despite the small number
of studies that have assessed cross-situation similarity in parenting,
half of the constructs had heterogeneous results.
Comparison of E f f e c t Sizes Across Domains
Quantitative comparisons were conducted to test the signifi-
cance of differences between the effect sizes for each constructacross the three domains. Contrasts could be computed on eight of
the child-rearing constructs. Of the 22 contrasts, 13 were signifi-
cant at the .05 level (see Table 10). Only two of the eight con-
structs (responsiveness and interaction) did not show significant
differences in the levels of similarity across domains. For the
remaining constructs, across-time similarity effect sizes were sig-
nif icantly larger than across situations in six contrasts (control,
encouragement, negative affect, positive affect, stimulation, and
verbalization) and larger than across children in two contrasts
(control and encouragement). The across-children effect size was
larger than the across-situations data for four constructs (negative
affect, positive affect, stimulation, and verbalization), and for one
construct (verbalization), the across-children effect size was sig-
nificant ly stronger than the across-time ES.
For example, parental control had a significantly larger effect
size across time, indicating more stability in that domain than in
the other two domains (zts = 3.94; ztc = 2.83, both exceeding the
critical value of 2.24). However, the effect sizes for parental
control did not differ between situations and children (zsc = .44).
The construct verbalization showed a different pattern. Here, the
effect size for across children was significantly larger than across
time, indicating verbalization is more stable across different chil-
dren than for the same children over time (zct = 5.65).
Moderator Variables
Homogeneity tests at the study level indicated the moderator
variables warranted examination in all three child-rearing domains.
Sufficient data were available to analyze four moderator variables
Table 8
Meta-Analytic Results for Child-Rearing Constructs: Similarities Across Children
Construct
CaregiveControlEncouragementInteractionMonitorNegative affectNoninvolvementPositive affectResponsivenessStimulationVerbalization
95% confidencer interval: lower/upper k
.34***
.33***—
—
.51***—
.44***
.38***
.36***
.59***
.237.44
.267.39——
.487.54—
.417.47
.307.44
.297.42
.547.63
34
——
6—
8345
N
135324
—1,050
—1,246
257303343
Q
18.68***8.60*
—
106.69***—
5.765.37
23.44***
27.38***
Fail-safe N
_96
250
2,360
2,740169177
1,267
Note. Dashes indicate no t enough data were available for an analysis.*p<.05. * * * / > < .001.
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SIMILARITY IN PARENTING 239
Table 9
Meta-Analytic Results for Child-Rearing C onstructs: Similarities Across Situations
Const ruc t
Caregive
Control
E n c o u r a g e m e n tInteractionMoni tor
Negative affectN o n i n v o l v e m e n tPosit ive affect
ResponsivenessStimulationVerbalization
r
.30***
.20***
.38***—
.18***
.24***
.26***
.15***
.06
95 % c o n f i d e n c ein te rval: lower/upper
.217.38
.107.28
.297.46—
.077.28
.147.34
.177.34
.077.23-.057.16
k
4
44
—
2
365
3
N
187
202174
—160
19425 1
29 7160
Q
2.62
0.8711.50**
0.08
7.13*
46.30***
0.188.56*
Fail-safe N
90
39189
13
70350
44
6
Note. Dashes indicate n ot enough data were avai lable for an analysis .* p < .05. **p<.01. ***/>< .001.
for the across-time studies (child age, observation length, assess-
men t method, and time interval between assessments), two mod-
erator variables for the across-children studies (child age and age
discrepancy between children at t ime of assessment), and three
moderator variables for the across-situations studies (child age,
observation length, and type of the si tuations).
Par tial support was f o u n d for the hypothesis that child rearing
wou ld be more stable with older children than with younger
children. Resul ts indicated that maternal behavior was most s table
with school-aged children and the least s table w ith infants when
assessed across time. Studies that began with school-aged children
ha d an average r of .53. Effect sizes for s tudies that s tar ted when
children were toddlers averaged .44, and studies beginning in
infancy had an average r of .40. The difference among the three
levels was s igni f ican t , Qb = 17.84, p < .001, and the contr as t
be tween s tudies wi th infan t s and studies w ith school-aged childrenwa s also significant. Similarly, mothers were more stable across
children with older children (see Table 11 for the statistics). Th e
Table 10
Comparison of Similarity E f f e c t Sizes Across Do mains
at the Construct Level
Domains compared
C o n s t r u c t
CaregiveControl
E n c o u r a g e m e n tInteractionMonitorNegative affectN o n i n v o l v e m e n tPosit ive affect
ResponsivenessStimulationVerbalization
Time/childcrit ical value
(Z)
2.83*
4.00*
0.90
0.300.040.255.65*
Time/situation
critical value
(Z)
3.94*
5.19*0
—
4.27*
3.23*1.933.08*
2.79*
Child/situationcritical value
(Z)
.441.61
—
4.65*
3.06*1.522.73*
6.70*
Note. Dashes indicate n ot enough data were avai lable for an analysis.
*p < .05.
largest average effect size wa s found with s tudies when both
children were at least school-aged (r = .52). The average effect
size w as lower when both ch ildren were toddlers (r = .40) or whe n
both children were infants (r = .44). Follow-up contrasts indicated
that studies with school-aged children had significant ly greater ES
than studies with toddlers. With regard to age of child and maternal
behavior in the across-situations domain, the effect s izes un expec t-
edly revealed that parenting wasmore stable with infants than with
toddlers (only one study included children in the school-age
range). Studies condu cted with infan ts had a larger effect size (r =
.40) than those conducted with toddlers (r = .19).
Th e second moderator variable examined was the length of
observation. I t was expected th at s tudies with longer observational
periods wou ld resul t in more similar maternal behavior tha n stud-
ies with shorter observational periods. Analyses provided some
support for that hypothesis. In the across-time domain, maternalbehavior was more stable for observations that lasted 30 min to 59
mi n (r = .52) compared with shorter observations (r = .41).
However , th e longest observations (r = .41) were less stable than
th e moderate length observations as well. Th e three levels were
significantly different , Qb = 6.16, p < .05. Observation length as
a moderator variable wa s also examined in the across-situations
data for short and moderate observations (only one study had an
observation length of one hour or more). The resul ts were in the
predicted direction, but n o sign ificant differen ce was f o u n d be -
tween the short and moderate observation lengths, Qb = .48, p =
.5. Comparable analyses could not be computed in the across-
children domain because al l but one of the eight observational
studies assessed parental behavior in less than 30 min.
The remaining four moderator variables were not able to be
tes ted in more than on e domain . Two moderator variables (assess-
ment method & duration of time between assessments) were
unique to the across-time studies. It was predicted that s tudies
using questionnaire or inte rview methodologies wou ld reveal more
similari ty than studies using an observational methodology. Th e
resul ts were con sistent w ith this hypothesis. Effect sizes fo r s tudies
us ing self-report data averaged .50 compared with an aver age
effect size of .41 for behavioral measures. It was also predicted
that shorter time spans between visi ts would resul t in greater
stability of child-rearing behavior. Th e moderator, when div ided
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240 HOLDEN AN D MILLER
Table 11
Moderator Variables Associated With Similarity Analyses at the Study Level
Variable
Child ageInfant (<1 year)Toddler (1-5 year)School-age (> 5 years)
Observation leng thShort (<30 min)
Moderate (30-59 min)Long (a60min)
Assessment methodObservationSelf-reports
Assessment intervalShort (<6mos)Medium (> 6 < 12 mos)Long (>12 mos)
Child age discrepancySame ag eDifferent ag e
Type of situationsDifferent settingsDifferent tasks
k
4323155
3185
1843331047
71723
Across time
Qr between
17.84***.40.44.53
6.16*.41.52.41
7.20**.41.50
13.41**.52.38.46
Qwithin k
227.79*** 10126.70*** 3
57.77*** 343.29*** 4
173.90***22.90**22.60***
128.50***221.70***157.80***
64.90***245.29***
10.5878.26***
156.46***1064
Across children
Q Qr between within
5.89* 41.8***.44 1.64
.40 1.36
.52 38.80***
5.56* 42.12***.43 3.32.52 38.80***
k
1138
107
3
12
3
9
Across situations
Q Qr between within
4.15* 3.59.40 0.79.19 2.80
0.48 20.70**.25 18.8**.33 1.90
0.22
.22 2.38
.27 20.60**
*/?<.05. **p<.01. * * * / > < . 0 0 1 .
into three levels, was significant, Qb = 13.41, p < .01. Follow-up
contrasts indicated that the average effect size for studies with the
shortest time spans (r = .52) was larger than the ES for moderate
time spans (r = .38) but not significantly different than the ES for
time spans over 12 months (r = .46).
The moderator variable unique to the across-children domain
concerned the age differences between children at the time of
assessment. Some studies included assessments of the childrenwhen they were the same age (k = 6) in contrast to other inves-
tigations that assessed the children at the same point in time and
with the children being two or more years in age apart (k = 4). The
effect sizes for the two levels of the moderator variable were
significantly different, Qb = 5.56, p < .05, with studies assessing
maternal behavior with children when they were different ages at
the time of assessment being more stable (r = .52) than in studies
where the mothers were observed longitudinally and the children
were the same age (r = .43).
The final moderator variable that was examined occurred in the
across-situations domain: those studies that manipulated the set-
tings (k = 3) in contrast to those that explored different tasks
within the same setting (k = 9). No difference was f o u n d between
the two situation types, Qb = .22, p = .65.
Differences in Child Rearing
Just over half (55%) of the studies provided data for tests
examining differences in child rearing. The difference results are
reported at the study level and the individual constructs level.
Results at the Study Level
Tests of differences at the study level revealed statistically
significant effect sizes for all three domains, indicating that moth-
ers were behaving differently. The largest ES was f o u n d in the
across-situations studies (d = .52, CI = .417.64, k = 13,n = 605;
Q = 47.14, p < .7), followed by the across-time results (d = .40,
CI = .347.47, k = 27,n = 2,014; Q = 37.48, p < .2) and then the
across-children studies (d = .23, CI = .127.34, k = 7, n = 640;
Q = 16.71, p < .01). The across-situations and across-time anal-
yses were homogeneous in contrast to the significant Q statistic
f o u n d in the across-children data. The fail-safe Ns for the across-time and across-situations domains were substantial (3,124 & 809,
respectively). In the case of the across-children data, the fail-safe
number still represents a considerable number of studies necessary
to refute the conclusions f o u n d here (n = 150). Contrasts revealed
that the across-situations ES was significantly larger than that of
the across-children ES (zsc = 2.54). The across-time effect size did
n o t differ significant ly from either domain.
Results at the Individual Construct Level
Each of the 11 child-rearing constructs had at least three studies
that reported difference tests in one or more domains. The most
data were f o u n d for the across-time analyses. Twenty-seven lon-
gitudinal studies provided difference data; an average of 9 studies(range = 3 to 16) contributed to each of the 11 child-rearing
constructs. The results, listed in Table 12, indicate that significant
differences were found on all the constructs, with a median effect
size of .36 (range = .27 to .71). However, only two constructs
provided homogeneous results. Longitudinal child-rearing differ-
ences were, not surprisingly, largest with the construct caregive
(d = .71), although that finding was qualified by its heterogeneity.
The two other variables showing the greatest difference across
time were verbalization (d = .57) and stimulation (d = .52).
Monitor and noninvolvement, though limited by few studies,
showed the least amount of difference (rfs = .27, .29, respectively).
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SIMILARITY IN PARENTING 24 1
Table 12
Meta-Analytic Results for Child-Rearing Constructs: Differences Across Time
Cons truct
Caregive
Control
E n co u r ag e m e n tInte ract ion
M o n i t o rNegat ive affect
N o n i n v o l v e m e n t
Posi t ive affect
Respons ivenessStimulation
Verbalizat ion
d
71***
.36***
.40***
.34***27***
.38***29**
.32***34***
.52***
.57***
k
916
513
47
3
16
810
7
N
388
1,153
21 8652
448777
185
1,053482
400
273
Q
66.72***
26.92*
9.54*19.24
3.0117.83**
5.8833.28**
1.74
19.08*
30.14***
9 5 % co n f id e n ce
inte rval: lower /upper
.567.86
.287.44
.21/.59
.237.45
.147.40
.287.48
.097.50
.247.41
.217.47
.387.66
.397.74
Fail-safeN
683
763
7737 1
3727 3
15
756157379
278
< .05. **/?<.01. ***/><.001.
In the across-children domain, only s ix constructs could be
tes ted (see Table 13). Differen ce tes ts were s ignifican t for all s ix,
with effect sizes in the small to moderate range. The three con-
s tructs manifes ting the most difference across children were pos-itive affect (d = .75), control (d = .50), and interaction (d = .49).
However, some of the effect sizes were heterogeneous and were
based on an average of on ly four s tu d ies .
In contrast, all but four of the 10 constructs tes ted in the
across-situations domain showed homoge neou s results in the small
to moderate range (.23 to .72) as can be seen in Table 14.
Differences in parenting across co ntexts were most pronoun ced for
in teraction (d = .72), verbalization (d = .70), and responsiveness
(d — .65); th e smallest difference effect sizes occurred with neg-
ative affect (d = .23), positive affect (d = .30), and noninvolve-
m e n t (d = .31).
Comparison of Effect Sizes Across Domains
Contrasts examining differences among the effect sizes for each
construct across th e domains revealed that only one of the 22
contrasts was significant. For the construct in teraction, the across-
situations effect size wa s larger than th e across-time effect size
(z = 2.45), indicating that more difference wa s fou n d in s tudies
assessing levels of maternal in teraction across different con tex ts
than over t ime.
Moderator Variables
Homogeneity tes ts for the s tudies examining differences in
child-rearing behavior revealed that a t the s tudy level, only the
across-children re sults were heterogen eous. B ecause of the limited
number of s tudies that contributed to the difference analyses in the
across-children domain (k = 7), moderator variables were n ot
examined.
Direction of Change
The direction of change in individual constructs could on ly be
examined in the difference data for the across-time domain. We
assessed patterns of change for the 11 constructs by examining the
n u m b e r of s tudies in which a particular construct showed a s ig-nif icant increase, decrease, mixed result, or nonsignificant change
(see Table 15). If there were multiple measures of the same
construct in a particular s tudy, they were averaged. The cleares t
trend was with caregive. Th e mean level decreased in a majority
(67%) of the s tudies (k = 6), showed mixed results in one s tu d y ,
Table 13
Meta-Analytic Results for Child-Rearing Constructs: Differences Across Children
Co n s t r u c t
Caregive
ControlEncouragement
InteractionMonitor
Negative affectN o n in v o lv e m e n tPositive affect
Responsiveness
Stimulat ionVerbalization
d
.50***
.32**49**
—
.22***—
.75***
——
33**
k
442
—
5
—3
—
—3
N
—177202
87—
544—
129——127
Q
—
19.13***10.61*
0.93—
19.11***—
4.31
——
1.61
95 % co n f id e n ce
inte rval: lower /upper
—
.287.71
.127.51
.187.79—
.107.34
—.49/1.00
——
.097.58
Fail-safe
N
—
703512
—92—85
——15
Note, Dashes indicate n ot enough data were available for an analysis.
*p < .05. **/?<.01. ***/><. 001.
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242 HOLDEN AND MILLER
Table 14
Meta-Analytic Results for Child-Rearing Constructs: Differences Across Situation
Construct
Caregive
Control
EncouragementInteraction
Monitor
Negative affect
Noninvolvement
Positive affect
Responsiveness
StimulationVerbalization
d
49***
.48***
.46***
.72***—
.23
.31*
.30**
.65***52***
.70***
k
3
5
57
—
4464
118
N
128227
108239—
12788
21423 2531367
Q
2.2710.88*
2.213.92
—
1.5921.70***
46.76***
5.2913.4015.68*
95% confidence
interval: lower/upper
.247.73
.297.67
.197.73
.547.91
—
-.017.48.007.62.117.50.467.84
.407.65
.557.85
Fail-safe
N
31127
34298—
53047
143686544
Note. Dashes indicate not enough data were available for an analysis.*p<.05. * * p < .01 . * * * p < . 0 0 1 .
an d was not significant in two other studies. The two other appar-
ent patte rns of change were l imited by the small num ber of studies:
Monitor decreased over time in two of the four studies thatassessed i t but had n ons ignificant resul ts in other two studies. In
contrast, noninvolvement increased in two of the three studies in
which it was included but i t was nons igni f ican t in the r emain ing
s tudy. The other eight constructs showed differing degrees of
mixed, nonsignificant, or confl icting resul ts.
Summary of the Similarity and Difference Results
This meta-analysis has found evidence fo r both similarities in
child rearing as well as differences. Resul ts at the study level
indicate that the across-children data showed the highest correla-
t ions, fol lowed closely by the across-time and then the across-
situations data. The resul ts from the analyses of means were
complementary: Across-children data showed the least amount of
Table 15
Summary of Direction of Change by Construct
at the Study Level
Percentage of studies
Increased
Construct
Caregive
Control
EncouragementInteractionMonitor
Negat ive affec t
N o n i n v o l v e m e n t
Positive affectResponsiveness
Stimula t ion
Verbalization
%
25
207
—
4367
6502029
k
4
11
—
3214
22
Decreased
%
676
20235014—
3813—
—
k
61
132
2—
61
—
—
Mixed
%
1119
2046———
25255057
k
13
16
———
4254
Nonsig-
nificant
%
2244
201550143325—
3014
k
17
122114
—31
Note. Some rows do not add up to 100% because of studies that could not
be classified because of insuff ic ien t informat ion . Dashes indicate not
enough data were avai lable for an analysis.
difference, and the across-situations effect revealed th e most dif-
ference. As predicted, the across-situations data, compared with
the two other domains, revealed the greatest level of variation inchild rearing.
The findings at the individual construct level paint a sl ightly
different picture of the degree of similarity an d differenc e across
the three domains. Once again, it was clearly the across-situations
analyses that yielded th e greatest differences in parental behavior.
Ou t of the 15 similarity contrasts across domains involving across-
si tuations studies, two thirds of the contrasts indicated that cross-
situation effect sizes were significantly less similar than the com-
parable effect sizes in on e of the other two domains. The remaining
similarity contrasts indicated no significant differences across do-
mains. For the difference comparisons, only one contrast was
significant, bu t once again th e resul t indicated greater variabil i ty
across different contexts than over time.
In l ine with th e predictions, but in contrast to the finding at the
study level, more similarity wa s found in individual constructs
across time compared with across children. Out of the seven
similari ty con trasts computed, three were sign ificant. In each case,
th e construct when assessed across time showed more similari ty
than when assessed across children. The two domains did not
differ significantly in effect size when difference scores were
examined.
With regard to the size of the effects, th e strongest evidence fo r
similarity in parenting was found in the across-time dom ain. Sixty-
four percent of the child-rearing constructs showed a large effect
size, an d another 27% showed moderate levels of similarity. Sim-
ilarly, 57% of the across-children analyse s showe d large effect
sizes, with the remaining ones indicating moderate levels. How-ever, in the case of the constructs in the across-si tuations domain,
only one (13%) had a large similarity ES, and 50% had medium
effect sizes. The difference an alyses showed the converse: Across-
situations effect sizes were th e largest. Seventy percent of the
individual constructs in this domain had effect sizes at .46 or over.
In contrast, only 50% of the across-children and 27% of the
across-time effect sizes were of this magnitude or greater .
Although the constructs in general showed the pattern of more
stability across time and the least across situations, there were
some differing patterns of variability on particular constructs. Fo r
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SIMILARITY IN PARENTING 243
example, as one would expect, caregive (assessed only across
t ime) had the lowest s imilarity ES but the highest ES of the
difference scores. In contras t, negative affect showed large effect
sizes for similarity across time and children, along with small
difference effect sizes in all three domains. Th e pattern fo r control
was different . Although considerable child-rearing s tability over
time was fou n d , there were also moderate levels of variability
present in parenting across offspring and s ituations.
Discussion
The results of this review reveal a different picture of child
rearing than is commonly depicted in the research literature. When
the data ar e derived from a moving picture of parent-child inter-
ac t ion —s pan n in g time, different children, or multiple con tex ts —
they show that child rearing can indeed be characterized by vari-
ation and change. At the same time, evidence was fou n d for the
utili ty of the snapshot: Child-rearing practices assessed a t on e t ime
ca n reflect an endu ring characteris tic that persis ts over t ime, across
different offspring, or to a less extent, across settings or tasks.
Ironically, several child-rearing variables, such as responsive-
ness, positive affect, an d control, recognized as fu n d amen ta l ly
impor tan t in paren t in g (Hold en , 1997), were fou n d to be exemplars
of both s imilarity and difference. Althou gh the two sets of analyses
computed here assessing change (through rela tive rankings and
mean leve ls ) ar e in d epen d en t , th e analyses provided converging
results . Consequently, we conclude that the nature of child rearing
is s imu l tan eou s ly en d u r in g an d different . However, th e mean in g of
differences in child rearing deserves some clarif ication. In fact,
two very different types of difference ar e implied. When assessed
in the across-children or across-situations s tudies , the nature of the
difference reflected a capacity to adjust o r modify child-rearing
behavior in response to the child or to the immediate context. In
the across-time s tudies , the assumption is that the difference in
child rearing reflects a more durable type of transformat ion.To observers of parental behavior, the verdict that child rearing
is both en d u r in g an d different i s no t surpris ing. Perhaps what is
remarkable is the relative lack of research a t ten t ion tha t ha s been
devoted to parental variability and change. Below we discuss why
these two qualit ies of child rearing coexis t, the limitations of our
data base, and the theoretical and empirical implications of the
coexis ting child-rearing characteris tics .
The Coexistence of Differing and Enduring Child Rearing
W hy does this paradox exis t? The ex plan a t ion , we believe, lies
in th e in terplay of the methodology and the phen omen on of child
rearing. Four considerations help to reveal the n a tu re of the para-
dox: the domain of analyses, the particular con struct assessed, the
level of analysis , and the methodological design.
The Domain of Analysis
Perhaps the cleares t result from this meta-analysis, after the
f inding of both stability and change, comes at the domain level:
The leas t amount of s imilarity and greates t difference was found
in the across-situations analyses. This f inding is reminiscent of
Mischel's (e.g., 1984) and others ' (e .g. , Magnusson & Statt in ,
1998) argum en t that the person-situation in te raction is a better unit
of analysis fo r u n d ers tan d in g pa t te rn s of behavior than personality
characteris tics alone. However, the determinants of child rearing
ar e fur ther complicated by the three-way in teraction of the
parent- child-situation.
Indeed, child-rearing s tability can b e max imized —or min i-
mized —by the ex ten t to which the meas u remen ts a re k ep t wi th in
particular child-rearing domains. This review has systematically
analyzed three types of domains: t ime, children, an d s i tu a t ion s . Atth e same time, there are man y o the r ways in which d omain
specifici ty of social development can be conceptualized (see B u -
gental & Goodnow, 1998). For example, B orns te in and his col-
leagues (e .g. , Bornstein, Vibbert, Tal, & O'Donnell, 1992) have
identified two different modes that caregiver in teraction takes with
infants: social and didactic. These in teraction modes are orthogo-
nal , and con s eq u en t ly o n e c a n expect to f ind grea te r stabil i ty
wi t h in than across domains.
Fiske (1992) has proposed another type of parent-child d omain .
He posited that there are four elementary and universal forms of
in teractions that can characterize social re la tionships ( c o m m u n a l
shar ing, au thor i ty ran k in g , eq u a l ity ma tch in g , an d market pricing).
Children progress through these modes in a fixed on togen e t icorder, according to Fiske. If this theory is accurate , it follows then
tha t child rearing should be more s table while within a particular
re la t ionship. Indeed, developmental transit ions, such as the on s e t
of walk in g or pu ber ty , can b e t h o u g h t of as repres en t in g a domain
change and are thus likely to evoke n e w patterns o f child rearing
(e.g., Campos et ah, 1992; Steinberg, 1981).
One other example of a domain-specific model of child rearing
is especially pertinent to issues of stability an d chan ge . Smetan a
(1997) recently argued that child rearing is s trongly affected by
whether the issue a t han d concerns a moral, social-con ven tional,
prudential (safety), o r personal topic. Given that parents differen-
t ia te among and respond different ly to the n a tu re of the con cern ,
child-rearing similarity is likely affected. A second reason why it
is impor tan t to recogn ize wha t th e particular domain is is tha tacross t ime, parents ' focus of concern will shift from p r u d e n t i a l
concerns to moral and s oc ia l-con ven t ion a l transgressions. Once
again, th e clear prediction is tha t wi th in a domain, greater s imi-
larity in child-rearing practices will be fou n d , compared with
across domain . The three examples above of child-rearing domains
illus tra te that th e degree of similarity fou n d can b e a f u n c t i o n of
the domain specificity and child 's age.
The Child-Rearing Construct
Even more specific to the nature of the child-rearing in teraction
than th e domain is the particular construct under examination.
Constructs vary on multiple dimensions, but the most importantdis tinctions here are the degree to which the construct is linked to
th e child's developmental level and the extent to which it is
centered in the child, the parent, or the dyadic relationship. Three
constructs that are closely tied to a child's developmental level are
caregive, s t imulation, an d verbalization. In con trast, a variable that
is less closely aligned with the child's developmental level is the
parent's emotionality (positive or negative affect). In the across-
time analysis of difference s, the f irs t three con structs had moderate
effect sizes, in contras t to the small effect sizes of the two affect
variables. Consequently, maternal emotionality showed greater
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244 HOLDEN AND MILLER
similarity over time in terms of mean levels than constructs that are
more child-centered.
The variable that appears to be most parent-centered of all
th e 11 constructs, an d t h u s reflects individual parental differences,
is monitoring. Although it has not been assessed in many of the
investigations included in this meta-analysis , more similarity was
found in this construct than many of the others. Th e explanation
for this lies in that monitoring likely depends more on suchd e te rmin an ts a s enduring interest in a child an d conscientiousness
than on the child's actions or developmental level (Crouter, Mac-
Dermid, McHale, & Perry-Jenkins, 1990). Finally, the constructs
responsiveness an d interaction ar e dyadic in nature, and, depend-
in g on how they ar e operationalized, may manifest either similarity
or difference.
Level of Analysis
Another key to the enduring-different paradox lies in the level
of analysis. As was revealed in the tests of moderators, similarity
varied as a funct ion of the level of analysis. This proposition could
not be fully tested b ut was partially supported by the finding that
verbal reports (most often assessing global attitudes) were more
stable across time than behavioral data.
That observation leads to another: Child-rearing variables are
conceptually nested within each other, with lower-level ones re-
flect ing more context-specificityan d therefore being multiply de -
termined. Although there ar e insufficient data to test this proposi-
t ion , there appears to be a hierarchy of child-rearing variables. At
th e most general level are the overarching parental traits or styles.
Despite th e lack of data concerning th e stability of styles (Darling
& Steinberg, 1993), it is likely that such traits represent th e
superordinate level of assessment as the other child-rearing vari-
ables may be a funct ion of the particular parenting trait. Below
traits ar e global child-rearing values, reflecting parents' enduring
principles that by definition transcend specific attitudes, intentions,or typical reactions to a situation or particular child. Child-rearing
va lu es concerning morality, respecting authority, indiv idual i sm,
an d caring fo r others ar e prominent examples (e.g., Kohn, 1979).
On e step down from values ar e child-rearing attitudes concern-
in g evaluations of attitude objects. These evaluations ar e more
specific than values as they may take into account some specific-
i ty, such as the child's developmental level or gender (e.g., th e
appropriateness of spanking young children, tolerance of emo-
t ional expression in boys vs . girls). Consequently, attitudes ar e
more l ikely than values to show change over t ime, be child-
specific, or to manifest situational variability. Nevertheless, some
atti tudes endure. Attitudes toward maternal investment in the
motherhood role have been fou n d to be relatively stable over 30
m o n t h s (r = .65) and even across 6 years (r = .48; Hock, 1988,cited in Hock & DeMeis, 1990).
A four th level of variables that is more responsive to situational
considerations is behavioral intentions or self-reported behavior
preferences (e.g., Fishbein & Azjen, 1974). Intentions to behave in
particular ways take into account some of the situational exigen-
cies bu t ignore others. Consequently, intentions ar e likely to be
more similar than actual behavior. Child-rearing behavioral inten-
t ions ar e often assessed as responses to hypothetical vignettes (e.g.,
"How would you behave i f . . . "). Other social cognition variables
involved in child rearing (e.g., attributions, perceptions), insofar as
they have been studied in the literature, would also fi t at this level
of specificity. The final class of variables, and the one most
susceptible to contextual considerations, is observed behavior.
Such behavior may reflect enduring patterns, but it is also at the
mercy of the child's behavior or any of the influences listed in
Table 2.
Partial support for this scheme can be fou n d across domains.
Child-rearing practices across situations—which relied exclusivelyon observational data—showed the most difference among the
three domains. The cross-situational correlations (ranging from .06
to .38) indicate that parenting is considerably less consistent than
what has been found in the person-situation literature (e.g., Funder
& Colvin, 1991). This inconsistency can be accounted for in
several ways. One might expect similarity across situations if the
parent was exposed to similar contextual variables or held similar
goals for the situation. However, the methodology used likely
accentuated differences by comparing child rearing across diver-
g e n t situations. For example, all 10 studies that conducted labo-
ratory observations of mother-child behavior presented different
tasks fo r each situation, such as comparing parental behavior in
block construction or story retelling tasks (e.g., Pratt, Kerig ,
Cowan , & Cowan, 1988). Similarly, home and laboratory compar-
isons typically involved very different situations. Fo r example,
Crockenberg an d Litman (1990) contrasted observations of a lab-
oratory clean-up task with dinner preparation time.
Methodological Design
The moderator analyses computed on the across-time data re-
vealed the impact of several features of the methodological design
on the effect sizes. Besides self-reports having a larger similarity
effect size than observations, studies using older children showed
more similarity than studies using i n fan t s (except fo r across situ-
ations); longitudinal assessments less than 6 months apart resulted
in greater stability than longer intervals; and studies that usedmed iu m-len g th observations (30 to 59 min ) revealed more parental
stability than either shorter or longer observations. Part of this last
finding was not predicted but may be accounted for by the nature
of th e observations. Observations that lasted an hour or longer
most likely included behavior samples from different activities or
contexts and consequently were more varied. Instead, more cir-
cumscribed observations, but those long enough to provide a good
behavioral sample, resulted in greater stability. As the moderator
analyses make clear, a study can be designed to optimize stability
or change.
Appraisal of the Database
The conclusions of this meta-analysis are tempered by the
n u mber an d quality of studies found in the literature. Given th e
popularity and longevity of research into parent-child relation-
ships, it is likely that we inadvertently omitted some studies that
should have been included. However, even if this data set is not
exhaustive, we believe it is representative of the extant published
an d unpublished research. At the same time, there are several
limitations to the data set. One consequence of parsing the studies
in to the framework we used wa s that 17% of the individual
construct effect-size analyses were based on only two or three
s tudies. Such computations warrant caution.
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SIMILARITY IN PARENTING 245
A more complete and balanced analysis of child-rearing simi-
lari t ies requires n ot j u s t a greater n u m b e r of studies bu t inv es t iga-
t ions tha t inc lude da ta from fa thers ; paren t s from different c u l t u r a l ,
e t h n i c , an d racia l b ackgrounds; an d s tudies tha t more sys t emat i -
cally test the moderator variables. For instance, in two studies that
inc luded b oth mothers an d fathers, both f o u n d lower levels of
similari ty in fathers ' than mothers' behavior (Belsky, Taylor, &
Rov ine , 1984; Lytton & Zwirn er , 1975). Socioeconomic status ca nalso affect similari ty in parenting. Thompson (1998) fou n d in his
rev iew tha t a t t achment r e la t ionships in middle-c lass mother - infan t
were more stable than in lower socioecon omic statu s families.
More broadly, th e data ar e parochial: Only 3% of the s tudies
inc luded da ta from a n o n w e s t e r n c o u n t r y .
T he da tab ase con ta in s o ther l imi ta t ions . A full analysis of child-
rearing similarities an d differences requires examination of both
correlational data and difference tests. However, both types of
analyses were r epor ted in less than one- third of the studies (n =
27). Conseque n t ly , in the cross- domain analyses , we were left with
compar ing rs an d ds derived from mostly different sets of studies.
Those two sets of studies differed on v ar ious d imensions , and
particular variables may have been confounded (e.g., age of child,
assessment l ength) . Another l imi ta t ion was tha t v ery few s tudies
compute d s imi lar i ty or difference scores separately for boys versus
girls, al though such a div is ion could be rev eal ing. Fo r example,
Kagan and Moss (1962) fou n d a median across-t ime cor re la tion of
.77 for maternal control of girls, but for boys, the comparable
correlat ion was .24.
It i s wor th cons ider ing whether th is meta-analysis provides an
ov eres t imat ion or underes t imat ion of parental similari ty. Overes-
t imat ion may resu l t from the bias to report at conferences or
publish studies that find stat ist ically significant levels of similarity.
U n su ccess fu l invest igat ions are far less l ikely to be reported in the
li terature (Roggman, Langlois, Hubbs-Tait , & Rieser-Danner,
1994). Howev er , b ecause s ign if ican t resu l t s cou ld be derived from
difference scores as well as similarity scores, we d o n o t t h i n k th emeta-analytic results overest imate child-rearing similari ty.
Al terna t iv e ly , i t can be argued that parental similari ty ha s been
underest imated for at least two methodological reasons. Most
(82%) of the studies included used observational procedures. How-
ever, on e problem with all of the observational studies reported
here is the failure to heed E ps te in 's (1 9 79 ) warning : At t empts to
characterize typical or s tab le b ehav ior cannot be effect ively ac -
complished with only on e ob serv at ion . Assessments of the short-
term similari ty of child-rearing behavior ar e genera l ly low; th e
median test-retest reliabili ty of observations was o n l y r = .58. A
more re l iab le index of typica l b ehav ior can be achiev ed through
aggregat ion , as Wachs (1987) an d L e y e n d e c k e r e t al. (1997) have
demons t ra t ed wi th ob serv at ions of mother- infan t in t erac t ions .
Howev er , if data are to be aggregated, it should only be d o n e
within the same situation and child so as not to lose v aluab le
information ab out how paren t s adjus t the i r b ehav ior across s i tua-
t ions an d children.
Another r e l iab i l i ty i ssue concerns th e i ssue of interobserver
reliabilities. Lo w re l iabi l ity a t t enua te s r esu l t s . If researchers cor-
rected for the reliability of the measurement instruments, then the
effect sizes may have increased (Alder & Scher, 1994). Observa-
t ional s tudies may also have underest imated parental similari ty
because of the lack of behavioral rat ings (used in only about 10%
of the across- t ime studies). Molecular variables that are typically
coded in observations capture on ly a m o d e s t a m o u n t of stable
indiv idual- difference v ar iance b ecause they are i n f lu en ced by in-
teract ional and contextual factors (Cairns & Green, 1979). A fuller
pic ture of the ex ten t of s imi lar i ty in paren t ing should cons is t of a
comprehens iv e mul t imethod approach us ing ob serv er ra t ings , ob-
servation codings, and self-reports.
A final l imitat ion of the data set l ies in the type of analyses
reported. This meta -ana lysis was l imited to studies that reportedcorrelat ional or difference tests. That is not to say t ha t there are no
other approaches to addressing the quest ion of similari ty in child
rearing. As Alder an d Scher (1994) argued, growth-curve analyses
prov ide an a l t e rna t iv e method for captur ing b oth cons is t ency in
ab solu te v alues as wel l as indiv idual d i fferences . T o da te , this
approach ha s rare ly b een used in the s tudy of parent-child rela-
t ions (cf . v an den B oom & Hoeksma, 1 9 94). Anoth er analy t ic
approach to assessing cont inu i ty and change that occurred too
i n f r eq u en t ly to b e summar ized was t r end an alyses , a procedure tha t
allows for a more complex analyses of change us ing three or more
assessment t imes . Fo r example , McNal ly , E isenb erg, an d Harris
(1991) f o u n d a quadra t ic t r end in a t t i t udes toward con t rol , whereb y
after relative stability, there was an increase in views ab out control
dur ing midadolescence. Complex pa t t erns of n o n l i n e a r c h a n g e
have also been observed with Egyptian an d Kenyan caregiv ers .
Sigman an d Wachs (1 9 9 1 ) fou n d l inear, cubic, an d quadra t ic
t r ends in chi ld- rear ing b ehav iors when they ob served in t erac t ions
between toddlers aged 18 to 29 months and their caregivers.
Despit e these l imi ta t ions wi th the da ta se t , the fail-safe n com-
puta t ions g iv e us conf idence in the f i ndi ngs . T hose resu l t s hold
sev era l impor tan t theore t ica l and empir ica l ramif ica t ions for s tudy-
in g an d u n d e r s t a n d i n g th e s ignif icance of child rearing.
The Implications of Variability and Change
in Child Rearing
If researchers into socializat ion are to achieve a comprehens iv eunders tanding of chi ld rearing—its origins, nature, and effects—
then paren t s mus t be s tudied more in t ens iv e ly . Th e fu n d am en t a l
implicat ion from th is s tudy is the need to recognize both similari ty
and difference s wi th in paren t s . Recog ni t ion of th is idea has impl i-
cat ions fo r theory, th e u n d e r s t a n d i n g of how child rearing impacts
o n t o g e n y , a n d f u ture empirical work.
Theoretical Implications
Much l ike th e re la t ions b e tween heredi ty an d e n v i r o n m e n t or
assimilat ion an d accommodat ion , a t t empts to dichotomize child
rearing as b eing e i ther s imi lar or different ar e clear ly misguided.
Given th at child rearing is an interpersonal act ivity that reflects the
c o n s t a n t interplay an d coordina t ion of goals between at least tw oindividuals (Maccoby, 1992), s u c h d y n a m i c s c a n n o t be reduced
into on e category or another . On the basis of this review, we would
refine the def in i t ion of paren t ing to b e an individual's adaptat ion to
three sets of variables: (a) his or her own contemporaneous in t ernal
cognit ive and affective factors, (b) a part icular child, and (c) the
context. Such an adaptat ion may rely on o ld solu t ions or elici t
nov el responses. These dynamics hav e n o t ye t b een adequate ly
recognized or explicated in the theoret ical conceptualizat ions
ab out paren t ing.
Perhaps th e most unequiv ocal theoretical implication of this
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246 HOLDEN AN D MILLER
review is that i t has highlighted the context-dependent nature of
child rearing. The person-situation interaction in child rearing has
only sometimes been appreciated (e.g., Luster & Okagaki, 1993).
New models of parents must recognize the ecological contexts
within which parenting is embedded (e.g. , Belsky & Vondra,
1985) but must also allow for variability in response as a conse-
q u en ce of the in te rac t ion a l con tex t (Bron fen bren n er & Crou te r ,
1983; Lerner, 1989).Two recent theoretical conceptualizations of parenting that do
recognize the variable nature of parenting along with the in terac-
t ion context have been articulated by Grusec an d Good n ow (1994)
and Dix (1992). Both models focus on microprocesses associated
with parents' capacity fo r ad ju s tmen t an d change. In their recon-
ceptualization of the rela tions between parental discipline and
child internalization, Grusec and Goodnow explicit ly recognized
the variation inherent in parents' disciplinary responses to chil-
dren 's misdeeds. Although their analyses focused on between-
parent d iffe ren ces , man y of their points hold fo r within-parent
variability as well. For ins tance, they argued that parental disci-
plinary reactions reflect internal dispositions, perceptions of the
child (e.g., temperament, mood), and the type of child transgres-
sion (e.g., moral vs. social conventional) . These three factors are
l ikely to in teract different ly u n d er different conditions.
A second theoretical model of child rearing that embraces
parental varia tion in the form of momen t- to-momen t ad ju s tmen ts
has been proposed by Dix (1992). Centered around how emotions
provide an organ izin g f ramework fo r paren t in g , Dix argued that
parental emotion—and behavior—is activated by a complex rela-
t ion between goals , concerns, an d parental appraisals of on goin g
e v e n t s . Child rearing then represents the outcome of multiple
transactional processes—between paren ta l s oc ia l cogn i t ion , th e
child, and the context.
R e c e n t l y , Kuczynski an d Lollis (i n press) have articulated a
model of paren t in g tha t n ice ly cap tu res th e f luid n a tu re of child
rearing. They took issue with th e all-too-common unidirectionalmodel of parenting that views the parents as powerful and active,
an d the children as passive an d largely powerless. Ins tead, paren t-
in g is the outcome of a bidirectional process that involves in ter-
dependent power rela tionships as well as behavioral and cognitive
agency of both parent and child. Child rearing, according to
K u c z y n s k i an d Lollis, is a dynamic process that undergoes fre-
q u e n t a d j u s t m e n t as a con s eq u en ce of variables residing in the
parent, child, parent-child rela tion ship, or context. Viewin g par-
en t in g from such a perspective allows for a better appreciation for
how child-rearing similarities an d differences m ay coexist an d
comin gle .
The Relation of Child Outcomes to Child-Rearing
Variation and Change
To date, the trait approach to parenting has been the most
effective way to examine associations between parenting and child
outcome (Holden, 1997; Maccoby, 1992). However, such an ap-
proach does n ot i nv i te development-rela ted questions, n or does it
allow for bidirectionality or the fact tha t a child 's characteris tics
may affect or interact with a particular parent trait (Darling &
Stein berg, 1993; Lewis, 1981). Alt ho ug h trait views of paren ts
have served an important role in focu s in g a t ten t ion o n particular
characteristics o f paren ts an d es tablishing links between parental
behavior and child outcome, it is t ime to incorporate more refined
v iews of the nature of child rearing in to our models of parent-
child rela tionships. Greater clarif ication of the nature of child
rearing may result in new insights into how parenting is associated
with child outcomes.
Variability in parenting across time. Th e search fo r main
effects (or even in te ractions) of s table child-rearing characteris tics
with child outcomes is too limited. As Baumrind herself hasrecognized, "... parents who are highly effect ive at one stage in
the c hild 's life are not necessarily as effect ive at another; . . . sim-
ilar practices do not necessarily produce the same effects at suc-
cessive stages in child's life" (Baumrind, 1989, p. 189). Some
parents m ay thrive with infant caregiving tasks but are over-
whelmed when dealing with a defiant toddler. Other parents may
feel los t when rela ting to their pubescent child b ut may b e adept a t
providing guidance a few years later.
Empirical support for the suggestion that a paren t m ay f unc t i on
more or less effectively a t different developmental levels can be
inferred from some of the infant-attachment research. Although
maternal sensitivity during the first 6 months of a child's life has
repeatedly been shown to be associated with a secure a t tachment
at 12 m o n t h s of age, five different s tu dies have been u n s u cces s fu l
at finding differences dur ing the second half of the first year
between the mothers of infants who developed an insecure attach-
m e n t from mothers of fu tu re -s ecu re infants (see review by Isabella,
1995). There are several explanations for this finding (e.g., mater-
n al s en s i t iv i ty may be most influent ial early in on togen y; i t may be
more difficult to make valid assessments of sensitivity in the
second half of the first year), but it is possible that mothers of
fu t u r e - in secu r e in fan t s were able to parent more effect ively d u rin g
that later time period.
Another implication for children's outcomes that stems from
this review is that parents' capacity fo r chan ge over t ime migh t
rela te to the qu ality of their parent-child rela tionship. Parents who
are able to modify their views and interests, as well as adjust theirchild rearing to better match their children's needs, may be re-
warded with better communication, more influence, and a closer
rela tionship with their offspring.
Variability in parenting across children. Variability in paren-
tal effectiveness may also be at work across siblings. For a variety
of reasons, ranging from life circumstances such as divorce to
child characteristics (e.g., gender, temperament, or wantedness), a
parent may feel closer an d more effect ive with o n e child than
another. One ramification from this observation is that it is likely
tha t parents do not have a blan k e t effect on all of their children. As
behavioral gene ticis ts have argued, if researchers are to un ders tand
how social developmen t affects children, then m uch more a t tention
needs to be devoted to within-family, nonshared environment (e.g.,
Plomin, 1994).The most important place to observe these nonshared differ-
ences lies in ch i ld ren ' s u n d ers tan d in g of, and reac t ion s to , differ-
ential parental treatment. Indeed, it may be that children's percep-
t ions of paren ta l b ehav ior— not th e behavior itself—represents th e
active in gred ien t of child rearing. Inve stigations by D u n n and her
colleagues invo lving siblings provide some hints of w h a t a revised
emphasis on variation in parents' behavior may reveal. Parents
who manifest different ial behavior to their children, at leas t as
perceived by the children, promote greater s ibling hostili ty (Boer
& Dunn, 1992). In a similar vein, K o w a l an d Kramer (1997)
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SIMILARITY IN PARENTING 247
recently reported tha t children who perceived their parents ' differ-
en t ia l sibling treatment to be fair had more positive appraisals of
their s ibling rela tionships t h a n other children.
Variability in parenting across situations. This review raises
q u es t ion s abou t the u n d er ly in g reasons for and constraints on
variations in child-rearing across s ituations. This is most conspic-
u o u s wit h the limited unders tanding or parental sensit ivity (or
responsivity). Sen s i t iv i ty is a com plex con s t ru c t bu t is common lydefined as "con t in gen t , appropriate [italics added], and consistent
responses to an i n f a n t ' s signals or needs" (Lamb & Easterbrooks,
1981, p. 127). Surpris ingly , the co ntext-specific n ature of "appro-
priate" has not been carefully examined. Lit t le is known about why
some parents are able to navigate through successive and some-
t imes challenging contexts (such as the supermarket, Holden,
1983) with deftness and proprie ty, whereas other parents may lose
tempers or control. Furthermore, as De Wolff and van I jzendoorn
(1997) pointed out, a more contextualized view of sensit ivity is
n eed ed to a c c o u n t fo r paren t- in fan t a t tachmen t pa t te rn s in home
en viron men ts characterized by stress an d instability in a t tachmen t
rela tionships.
A conce pt closely rela ted to se nsit ivity is f lexibility. Variabilityin parental behavior, an expression of flexibility, is t h o u g h t by
some inve stigators to be central for effective parenting. As Mischel
(1984) recognized some time ago, greater consis tency in behavior
is displayed by individuals who are func t ion ing poorly. Along
those l in es , when d is cu s s in g d ys fu n c t ion a l mothers , Wahler an d
D u m a s (1989) observed "Mothers who attend to the complex
patterns of child-care s timuli will a lso perform a se t of highly
relevant parenting behaviors . . . mothers who are deficient in ob-
servational processes are prone to develop response-response link-
ages that permit s t imuli in one se t t ing to influence her [s ic]
behavior in o the r s e t t in gs . This is tan tamou n t to s ay in g tha t
a t t en t ion- def ic i t mothers a re marked by trait-like behavior pat-
terns [italics added].. ." (p. 123). Similarly, Grusec and Good-now (1994) proposed tha t flexibility in discipline may be more
impor tan t in terms of teaching the child than the particular method
u s ed : "... parents [must] be flexible in their disciplinary reac-
t ions , match in g them to the child's perceptions of and reactions to
th e con f l ic t s i tu a t ion : Effect ive paren t in g in volves s en s i t iv i ty to
th e child 's emotional s ta te and cognitions" (p. 17). Several other
researchers have also called for the s tu d y of flexibility in parents
(H of f m an, 1970) or have recog nized how effect ive paren ts mu s t be
flexible to balance child-like and adult perceptions (Maccoby,
1992), competing needs (Dix, 1992), or the dialectical process of
resolving confl ic t ing considerations (Holden & Ritchie, 1988).
Thus, i t appears tha t a key parenting characteris tic that has gone
ignored empirically is the ability to exhibit f lexibility.
Parental flexibility is not s yn on ymou s with in con s is ten t d is c i-
pl ine (e .g., Patte rson, 1982). Rather, like se nsit ivity, effective u se
of the principle of consis tency may necessita te taking in to account
th e immediate s ituational and child factors , such as in tentionality
an d recent in teractional his tory. The implication of Grusec and
Good n ow's (1994) analysis is that the child 's perception of paren-
ta l equity and jus tif ication rather than consis tency per se is what is
most important. P resumab ly, children of f lexible parents feel more
respected as individu als , develop better re la tionships with their
paren t s , and acquire a greater sense of self-efficacy than children
of parents who are u n j u s t ly rigid or easily manipulated.
Empirical Investigations Into Parental Variationan d Change
This new emphasis on parental varia tion and change must be
supported with empirical evidence into the types, sources, and
consequences of parental varia tion and change. Some of this work
has begu n , a s was in d ica ted in the in t rod u c t ion . However , a n ew
conceptualization invites many other novel research questions. Inaddition to the research suggestions mentioned above, we ident ify
three areas as most pressing: inquiries in to the nature of parental
variation, systematic research in to multiple levels of parental vari-
ables , and investigations in to the psychological processes associ-
ated with variation and change.
The nature of parental variation. Systematic analyses in to
parental varia tion and change across t ime, children, and s ituations
are needed to begin to reveal the nature of the shift ing landscape.
J us t as substantial differences in the quality of marital re la tions are
n ow widely recognized to occur over rela tively short periods of
t ime (e .g. , Belsky & Rovine, 1990; Cowan & Cowan, 1992),
variation and change in parenting also warrant examin ation . As
this review has revealed, there is substantially more informationabout how child rearing changes over t ime than across children or
situations. Consequently, there is a greater need for investigations
in to the la t ter two domains. For example, research is needed to
address why parents in teract different ly with different children.
Similarly, much of parents ' s ituationally induced behavioral vari-
ation is not random; rather we believe that it is lawful and that
lawfulness deserves s tudy.
Empirical work should s trive to reveal th e ways in which
parents modify their behavior in response to the characteristics of
situations. For example, Valsiner (1984) took a Vygotskian ap-
proach when he proposed that within particular contexts , parents
hav e three different zones of child behavior: those that are encour-
aged, discouraged, and tolerated. In an approach in tended to ac-
count for the parent-situation in te rac t ion be tween paren ts an dsetting, Miller, Shim, an d Holden (1999) adopted a Gibsonian
perspective of the environment. They used observational data from
th e home, park, and laboratory to show how sett ings provided
different afford an ces an d d eman d s on parent-child in teractions.
Multilevel investigations. Empirical work is also needed to
explicate th e in terplay of con t in u i ty , var iabi l ity , an d chan ge at
each of the f ive levels of variables dis tinguished above (trait ,
value, a t t i tude, behavioral in tention, and behavior). To what extent
are paren t in g t ra i t s main ta in ed over t ime , different offspring, an d
situations? Are child-rearing values maintained over t ime, or do
m a n y parents experience "value s tre tching" as the sociologis t
Rodman suggested (cited in Goodnow, 1997). Despite th e popu -
larity of s tudying child-rearing at t i tudes, scant a t tention has been
devoted to parental attitude change (Holden, 1995). At the level of
behavioral in tentions, several s tudies have shown that parents
believe they do indeed modify their actions because of the specif-
ics of the situations (e .g. , Catron & Masters, 1993; Dix & R e i n -
hold, 1991; Grusec & Kuczynski , 1980). Finally, as this review has
shown, there is ample evidence that observed child-rearing behav-
ior can be modified. However, what is less clear is the systematic
determinants of those modifications.
The psychological processes. Far more important than s imply
categorizing whether variation and change occur is the need to
u n d ers tan d the psychological processes at work. To date there is
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248 HOLDEN AN D MILLER
some work in this area. The change agent that has been best
documented is the child developmental level. As reviewed in the
introduction, there is already some evidence for how parenting
changes as a consequence of a child's development or as a con-
sequence of family structural changes, such as divorce (Hether-
ington & Stanley-Hagan, 1995). However, other influences on
change in child rearing have received scant research attention.
Some of these sources include learning from experiences with
infants and children (Holden, 1988), changing practices because of
a child's behavioral response (Holden, Thompson, Zambarano, &
Marshall, 1997), being influenced by a spouse (McHale, 1995),
reading new child-rearing information (Clarke-Stewart, 1978), or
profiting from a parent education program (Wierson & Forehand,
1994).
The most basic research initiative needed involves a focus on
how parenting is organized and what influences the coherence of
the individual's organization at given moments. Mischel and Sho-
da's (1995) theory of personality provides a u s e f u l model. They
assumed that personality is composed not of isolated tendencies
but of a psychologically meaningful organization of relations
among cognitions and affec t . The researcher's task is to explicate
or map the particular domain of interest. A key feature is identi-
fication of the conditional probabilities associated with an individ-
ual's behavior. In this construct, the momentary activation among
cognitions and affect composes the individual's personality state.
In the terms of their model, child rearing reflects the dynamic
interplay of the parent's personality system and the specific
cognitive-affective processes activated at the current moment—in
response to the child and immediate context.
Research into parenting would also profit by explicating how
cognitions and affect interact to contribute to parental behavior. On
the one hand, it is likely that parenting, like children's behavior,
changes over time to become more hierarchical, differentiated, and
complex (e.g., Sroufe & Jacobvitz, 1989). However, it is also
possible that there are ways in which parental behavior is con-strained by earlier experiences or adaptations, such as internal
representations of attachment relationships (e.g., Main et al.,
1985). Other examples of potential constraints on variation or
change include ethnotheories (Harkness & Super, 1995), deeply
held values and strong convictions (Abelson, 1988), personality
dispositions and orientations toward child-rearing efficacy (Bu-
gental et al., 1990), and emotional or mental health problems, such
as depression (Kochanska et al., 1989).
Conclusion
Acceptance of the assertion that child rearing is simultaneously
enduring and different implies a fundamental change in the way
that parents are thought of and studied. Thus, in addition to
recognition of the enduring characteristics of parents, the question
of paramount importance is under what conditions, in what ways,
to what extent, and why does child rearing vary or change? In turn,
how do children perceive that variation and change? It is likely that
only with such information will we be able to ful ly understand
parental behavior and assess its influence on children. Such infor-
mation will also lead to better education programs for parents as
well as more effective treatment for those who are experiencing
problems in raising their children. It is time to bid farewell to
simple—however parsimonious—views of child rearing.
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Received J u n e 30, 1997
Revision received A u g u s t 4, 1998
Accepted A u g u s t 19, 1998