The early childhood care and education workforce from 1990 ... · Despite heightened policy...

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The early childhood care and education workforce from 1990 through 2010: Changing dynamics and persistent concerns Daphna Bassok, University of Virginia, 1 Maria Fitzpatrick, Cornell University 2 Susanna Loeb, Stanford University 3 Agustina S. Paglayan, Stanford University 4 We are grateful to David Deming, Bruce Fuller, Deborah Stipek, and two anonymous referees for useful comments on previous drafts of this paper. This research was supported by a grant from the Institute of Education Sciences (R305A100574). The views expressed here are those of the authors and do not necessarily reflect the views of the University of Virginia, Cornell University, Stanford University, or IES. Any remaining errors are our own. 1 Assistant Professor, Curry School of Education, University of Virginia, 405 Emmet Street South, Charlottesville, VA 22904 ([email protected]) 2 Assistant Professor, Department of Policy Analysis and Management, Cornell University, 103 Martha Van Rensselaer Hall, Ithaca, NY 14853 ([email protected]) 3 Barnett Family Professor, Stanford University, 520 Galvez Mall, Stanford, CA 94305 ([email protected]) 4 Doctoral student, Stanford University, 520 Galvez Mall, Stanford, CA 94305 ([email protected])

Transcript of The early childhood care and education workforce from 1990 ... · Despite heightened policy...

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Theearlychildhoodcareandeducationworkforcefrom1990through2010:Changingdynamicsandpersistentconcerns

DaphnaBassok,UniversityofVirginia,1MariaFitzpatrick,CornellUniversity2SusannaLoeb,StanfordUniversity3

AgustinaS.Paglayan,StanfordUniversity4WearegratefultoDavidDeming,BruceFuller,DeborahStipek,andtwoanonymousrefereesforusefulcommentsonpreviousdraftsofthispaper.ThisresearchwassupportedbyagrantfromtheInstituteofEducationSciences(R305A100574).TheviewsexpressedherearethoseoftheauthorsanddonotnecessarilyreflecttheviewsoftheUniversityofVirginia,CornellUniversity,StanfordUniversity,orIES.Anyremainingerrorsareourown.

                                                            1 Assistant Professor, Curry School of Education, University of Virginia, 405 Emmet Street South, Charlottesville, VA 22904 ([email protected]) 2 Assistant Professor, Department of Policy Analysis and Management, Cornell University, 103 Martha Van Rensselaer Hall, Ithaca, NY 14853 ([email protected]) 3 Barnett Family Professor, Stanford University, 520 Galvez Mall, Stanford, CA 94305 ([email protected]) 4 Doctoral student, Stanford University, 520 Galvez Mall, Stanford, CA 94305 ([email protected])

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ABSTRACT

Despiteheightenedpolicyinterestinearlychildhoodcareandeducation(ECCE),littleis

knownabouttheECCEworkforcetodayortheextenttowhichthisworkforcehaschanged

overaperiodofsubstantialinvestmentinthissector.Usingnationally‐representativedata,

thispaperfillsthisgapbydocumentingchangesbetween1990‐2010intheeducational

attainment,compensationandturnoveroftheECCEworkforce.Wefindthatthenational

ECCEworkforceremainsalow‐education,low‐compensation,andhigh‐turnover

workforce.Atthesametime,theaverageeducationalattainmentandcompensationof

ECCEworkersincreasedsubstantiallyoverthepasttwodecadesandturnoverdecreased

sharply.WedocumentamajorshiftinthecompositionoftheECCEworkforcetowards

center‐basedsettingsandawayfromhome‐basedsettings.Surprisinglyhowever,thisshift

towardsmoreregulatedsettingsisnottheprimarydriveroftheobservedchangesinthe

ECCEworkforce.WeshowthatimprovementsinthecharacteristicsoftheECCEworkforce

weredrivenprimarilybychangeswithinsectorsand,contrarytoourexpectations,we

showthatthehome‐basedworkforce,whichfacestheleaststringentregulations,

experiencedthemostimprovementovertheperiodexamined,thoughhome‐based

workersremainsubstantiallydifferentfromformalcareworkers.

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INTRODUCTION

IntheUnitedStates,mostchildrenunderagefivereceiveregularcarebysomeone

otherthantheirparents(Bassok2010;U.S.CensusBureau2010).Earlychildhood

experiencesplayacentralroleinshapingsubsequentdevelopmentaltrajectories,andthe

impactoftheseearlyexperiencesdependslargelyonthequalityofcaregiversandteachers

(ShonkoffandPhillips2000;Peisner‐Feinbergetal.2001;Knudsenetal.2006;Hamreand

Pianta2006;Fox,Levitt,andNelson2010).

Growingrecognitionoftheimportanceofearlychildhoodcareandeducation

(ECCE)ingeneral,andofECCEprovidersinparticular,hasheightenedpolicyinterestin

strengtheningthequalityoftheECCEworkforce.In2011,thefederalgovernmentfunded

theRacetotheTopEarlyLearningChallenge,acompetitivegrantprogramtosupport

states’effortstoimproveearlychildhoodeducationprograms,andidentified“supportinga

greatearlychildhoodeducationworkforce”asoneoffivekeyareasofreform(U.S.

DepartmentofEducationandU.S.DepartmentofHealthandHumanServices2011).The

latestreauthorizationofthefederalHeadStartprogramrequiresthatfiftypercentofHead

StartteachersholdaBachelor’sdegree(BA)inchilddevelopmentorarelatedfieldby

2013(Barnettetal.2010).Further,25statesareoperatingordevelopingQualityRating

andImprovementSystems(QRIS)toassessandimprovethequalityofECCE,andmanyof

theseQRISprogramsofferfinancialincentivestoprovidersthatinvestintheiremployees’

educationandtraining(Toutetal.2010).

Despitetheinterestintheimprovementofthissector,weknowrelativelylittle

aboutthecurrentstateoftheECCEworkforce,andevenlessabouttheextenttowhichthis

workforcehaschangedovertime.ItiswelldocumentedthattheECCEworkforceis

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characterizedbylowlevelsofeducation,wagesandstability(CommitteeonEarly

ChildhoodCareandEducationWorkforce:a2012;Howes,Phillips,andWhitebook1992;

Helburn1995;NICHDEarlyChildCareResearchNetworl2000;VandellandWolfe2000).

Forinstance,theaverageannualincomeofpaidECCEworkersin2009rangedfrom

$11,500forthoseworkinginachild’shometo$18,000forpreschoolteachers

(GovernmentAccountabilityOffice2012).5However,whilestudieshavedocumentedthe

loweducation,wagesandstabilityofECCEworkersusingavarietyofdatasources,the

diverseanddispersednatureoftheindustrymakessystematicanalysisdifficult.Arecent

reportoftheNationalResearchCouncildescribeshowthelackofcomprehensivedata

trackingthecharacteristicsoftheECCEworkforceseriouslylimitspolicymakers’effortsto

facilitatechangeortrackimprovementsovertime(CommitteeonEarlyChildhoodCareand

EducationWorkforce:a2012).

Overthepasttwentyyearsutilizationof“formal”ECCEservicessuchaspreschool,

statepre‐kindergarten,andHeadStarthasincreasedrapidly.Thisincreasehasbeen

accompaniedbyadeclineintheshareofworkersemployedinmore“informal”home‐

basedsettings,suchasfamilychildcarehomes(Bassok,Fitzpatrick,andLoeb2012).Given

thatthehome‐basedsectorfacesmuchlessstringentregulationsthantheformalsector,

andisoftensingledoutforprovidingthelowest‐qualitycare–theshifttowardsformalcare

mayhavetranslatedintooverallimprovementsintheECCEworkforceovertime(Bassok

etal.2012).Unfortunately,attemptstodescribetheevolutionoftheECCEworkforcehave

beenlimitedduetothepaucityofdatathatallowsforreliablecomparisonsofthe

                                                            5 Education and turnover statistics present a similar picture. For instance, turnover in California child care centers between 1996 and 2000 was estimated at about 75 percent (Whitebook et al. 2001) and another study surveying child care centers in Iowa, Kansas, Nebraska and Missouri, found that 40 percent of caregivers intended to leave the ECCE industry within less than five years (Torquati, Raikes, and Huddleston-Casas 2007).

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workforceovertime(Saluja,Early,andClifford2002;BrandonandMartinez‐Beck2006;

Kagan,Kauerz,andTarrant2007).

ThefewstudiesthathaveexaminedtheevolutionoftheECCEworkforceovertime

actuallysuggestthatthequalificationsoftheworkforcehaveeitherchangedonlymodestly

orhavedeclined(Whitebooketal.2001;Saluja,Early,andClifford2002;Herzenberg,Price,

andBradley2005;BellmandWhitebook2006).However,thesestudiesdonotemploy

nationallyrepresentativedataand/orfocusonlyonasinglesectoroftheECCEindustry,

typicallychildcarecenters.Thelackofknowledgeaboutchangeswithinthehome‐based

workforcerepresentsaparticularlyrelevantgapintheliterature,giventhatthissector

accountsforaboutathirdofthenationalECCEworkforce(GovernmentAccountability

Office2012).

Inthisresearchbriefwemakeuseofnationally‐representativedatathatencompass

workersinallthreeECCEsectors–centers,homesandschools–toaddressthreequestions:

(1)WhatarethecharacteristicsoftheECCEworkforceasof2010?

(2)Howdidthecharacteristicsofthisworkforcechangebetween1990and2010?

(3)Towhatextentaretheoverallchangesdrivenbyachangeintherelativeimportanceof

eachsector(centers,homes,schools),andtowhatextentaretheyexplainedbychangesin

thecharacteristicsoftheworkforceswithineachsector?

WefocusonfouroutcomestogaugethewellbeingoftheECCEworkforceand

plausiblyproxyforECCEquality:(1)theeducationalattainmentofworkers;(2)their

compensation;(3)theextenttowhichworkersexittheindustryoverayear;and(4)the

occupationalprestigeofthosewhoentertheECCEworkforceeachyearfromother

occupations.Improvementsalongthesedimensionsarelikelytoreflectanincreasedability

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toattractandretainqualifiedworkersintotheECCEindustry,andinturnmayimply

higherqualityexperiencesforyoungchildren.6

Wefindthatthe“low‐education,low‐compensation,high‐turnover”characterization

ofthenationalECCEworkforcecontinuestobevalid.Atthesametime,weshowthatthe

averageeducationalattainmentandcompensationoftheECCEworkforceincreased

between1990and2010,andthatturnoverfromtheECCEindustrydecreased

substantially.Ourresultsdifferfromearlierstudiesthathighlightnegativeorstagnant

trendsintheECCEworkforce.Thesedifferencesarelikelyexplainedbyourfocusona

morerecentperiodofanalysisandouruseofnationaldataincludingworkersfromall

threechildcaresectors.Wealsoshowthatchangesinthecharacteristicsofthenational

workforcearemostlyexplainedbychangesinthecharacteristicsofworkerswithineach

sectorandlesssobytheshifttowardcenter‐andschool‐basedsettings.Surprisingly,we

findthatchangesalongalldimensionsanalyzedweremostpronouncedamonghome‐

basedworkers.

DATA

WeanalyzedatafromtheMarchSupplementoftheCurrentPopulationSurvey(CPS),a

nationallyrepresentativehouseholdsurveythatisadministeredeverymonthbytheU.S.

CensusandtheBureauofLaborStatistics.UsingtheCensus1990and2002Industryand                                                            6 While ideally we could also assess changes over time in direct measures of caregiver quality, national data tracking such measures over time are not available. Several studies have sought to determine whether there is a causal relationship between our proxies and the quality of care children experience. The evidence here is mixed. As described above, improvements in teachers’ educational attainment are often pursued as a strategy to improve quality, and some studies suggest that, over some range, higher levels of education are related to better classroom practices (Blau 2000). On the other hand, Early et al. (2007) raises doubts about the relationship between specific degrees and child outcomes. Higher wages are associated with better classroom practices and lower turnover from ECCE jobs (Blau 2000; Whitebook and Sakai 2003). While we are not aware of studies investigating the impact of industry turnover on children’s development, the few studies on the role of job turnover show that children who spend more time with their caregiver, and those who do not experience a change in the primary caregiver over the course of a year, establish more nurturing relationships with their caregiver and exhibit better cognitive outcomes (Elicker, Fortner-Wood, and Noppe 1999; Tran and Winsler 2011).

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OccupationalCodes,weidentifyECCEworkersanddisaggregatethisbroadgroupinto

center‐,home‐,andschool‐basedworkers.Wepurposefullyimplementabroadand

inclusivedefinitionoftheindustry.Specifically,ourcenter‐basedcategoryincludesall

workerswho(1)arenotself‐employed;(2)workineitherthe“childdaycareservices”

industry,orhavechildcareoccupations(e.g.,“childcareworkers”,“pre‐kindergartenor

kindergartenteachers”,“earlychildhoodteacher’sassistants”);and(3)workinan

industryotherthan“elementaryandsecondaryschools”,“privatehouseholds”,“individual

andfamilyservices”,or“familychildcarehomes”.7Ourdefinitionofthehome‐basedECCE

workforceincludes(1)allself‐employedindividualswhoreportthattheyworkinthe

“childdaycareservices”industry;(2)allthoseemployedinthe“familychildcarehomes”

industry;(3)thosewhohavechildcareoccupations(e.g.,“childcareworkers”,“private

householdchildcareworkers”,“pre‐kindergartenorkindergartenteachers”,“early

childhoodteacher’sassistants”)andareemployedinthe“privatehouseholds”or

“individualandfamilyservices”industries;and(4)thosewhohavechildcareoccupations

andareself‐employedinotherindustriesexceptfor“elementaryandsecondaryschools”.8

Finally,wedefinetheschool‐basedECCEworkforceas“pre‐kindergartenandkindergarten

teachers”and“earlychildhoodteacherassistants”employedinthe“elementaryand

secondaryschools”industry.WeobservewhethereachrespondentwasanECCEworkerin

theweekofreferenceandwhethertheirlongestjobinthepreviouscalendaryearwasan

ECCEjob.

                                                            7 On average over the period 1990-2010, 82.8 percent of individuals identified as center-based ECCE workers were employed in the “child day care services” industry; the remaining 17.2 percent were in other industries. 8 Our “home-based workforce” includes all individuals who take care of a relative, friend, or neighbor’s child, who report this to be their job. The CPS relies on self-reports and some relatives, friends and neighbors who assume child care responsibilities may not report this as a job and will therefore be excluded from our analysis. To the extent that those who fail to report their employment may differ in important way from those who do identify this way, our characterization may suffer from bias.

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Theworkforcecharacteristicsthatweanalyzearemeasuredasfollows:

Educationalattainment:TheCPScollectsinformationabouteachhouseholdmember’s

highestlevelofeducationasoftheweekofreference.Inkeepingwithpriorstudies,we

describechangesintheshareofECCEworkerswithlessthanahighschooldegree,exactly

ahighschooldegree,atleastsomecollegeeducationbutnoBA,andatleastaBA.9

Compensation:Weobserveeachindividual’sannualearningsfromthelongestjobheldin

thepreviouscalendaryear.Wedescribethemeanannualearningsofthosewhosemainjob

inthepreviouscalendaryearwasanECCEjob.Wealsoestimatethehourlyearningsof

theseworkers,buthererestrictouranalysistothosewhowerefull‐yearworkersinthe

previouscalendaryear.10Weexpressbothearningsvariablesin2010dollars.

Individualsalsoreportwhetheranyemployerhelpedpayforapensionand/or

healthplaninthepreviouscalendaryear.Weusethisinformationtoconstructtheshareof

ECCEworkersthatreceivedthisnon‐salaryformofcompensation.Herewerestrictour

sampletoworkerswhosemainjobinthepreviouscalendaryearwasanECCEjob,and,in

ordertobesurethebenefitswerereceivedfromanECCEemployer,includeonlythose

workerswhoreportedtheyhadonlyoneemployerinthepreviouscalendaryear.11

                                                            9 Information on educational attainment is available from 1992 to 2010. Most other workforce characteristics are available for 1990 to 2010. The exception is information on earnings and benefits available from 1990 to 2009. 10 We make this restriction because the CPS collects information about hourly wages only for a subsample of the March interviewees which excludes all self-employed individuals, thus excluding a large proportion of home-based workers. Rather than excluding home-based workers in our analysis, we estimated hourly wages of ECCE workers based on their annual earnings and their reported hours worked in a typical week. Because the CPS does not specify the number of weeks worked in the past year, we limited analysis to full-year workers for whom we assumed 50 weeks of work (see technical appendix for more details). Note that our estimates therefore apply only to those ECCE workers who were employed on a full-year basis (i.e. those who worked 9 months or more). These represent 46 and 65 percent of those workers who in 1990 and 2010, respectively, reported that their main job in the previous year had been an ECCE job. The subset of full-year ECCE workers appears to be slightly more educated than the aggregate ECCE workforce, although the differences between the two groups are not statistically significant. Still, our estimation may overestimate the hourly earnings of the aggregate workforce. 11 We limit this analysis to those workers with one job to isolate whether or not ECCE jobs provide benefits. Among all workers whose main job in the previous calendar year was an ECCE job, the proportion who had only

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Year‐to‐yearindustryturnover:Tomeasurechildcareindustryturnoverrates,we

exploitthefactthattheCPSprovidesinformationaboutanindividual’sindustryand

occupationbothintheweekofreferenceandforthelongestjobheldintheprevious

calendaryear.Amongindividualswhosemainjobinthepreviouscalendaryearwasan

ECCEjob,weestimatetheindustryturnoverrateastheshareofthosewhowerenolonger

intheECCEworkforceduringtheweekofreference.Ananalogousmethodisusedby

HarrisandAdams(2007)tomeasureturnoverfromelementaryandsecondaryteaching.

WecancalculateindustryturnoverwiththeCPSfrom1990to2010.Ourmeasureonly

captureswhetherindividualsremainedintheECCEworkforce;amongthosethatremain,

wecannotdistinguishwhetherindividualschangedjobs.Thus,year‐to‐yearindustry

turnoverisalowerboundestimateofthelevelofinstabilityexperiencedbychildren.

OccupationalprestigeofentrantsintotheECCEworkforce:Wecombinethe

informationonaworker’soccupationprovidedbytheCPSwithacommonly‐used

methodologydevelopedbyCharlesNamandcolleagues(NamandBoyd2004;Nam2000),

tocreateavariablethatassignseachnewentranttotheECCEworkforceascorebasedon

theoccupationalprestigeoftheirpreviousjob.Aparticularoccupation’sprestigescoreis

constructedbycomparingthemedianearningsandeducationalattainmentofworkersin

thatoccupationvis‐à‐vistheearningsandeducationofworkersinallotheroccupations.An

occupation’sscorecanrangefrom0to100,andreflectsthepercentageofindividualsinthe

laborforcewhoareinoccupationswithcombinedlevelsofeducationandearningsbelow

thatoccupation.Weusethesescorestoexaminetheaverageoccupationalstatusof

individualswhosemainjobinthecalendaryearbeforethesurveywasoutsidetheECCE

                                                                                                                                                                                                one employer increased from 75 percent in 1990 to 84 percent in 2010. In specification checks that include all ECCE workers irrespective of the number of jobs worked, results (available upon request) are virtually unchanged.

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industry,butwhowereECCEworkersintheweekofreference.Increasesinthis

occupationalmeasureovertimeimplythatthosewhoareenteringtheECCEworkforceare

comingfrombettereducatedandbetterpaidoccupationsthanthosewhowereentering

theworkforceinpreviousyears.

Asresearchershavelongpointedout,existingdatasetsfailtofullyandaccurately

capturethecomplexityoftheECCEworkforceovertime(CommitteeonEarlyChildhood

CareandEducationWorkforce:a2012;BellmandWhitebook2006;Phillipsand

Whitebook1986).AlthoughtheCPSiswell‐suitedfornationallyrepresentativeanalysis

trackingtrendsovertime,ithasanumberofkeylimitations:(1)itreliesonself‐reported

dataonemployment,andthereforelikelyexcludesmanyunpaidECCEworkersandsome

paidfamily,friendsandneighborswhotakecareofchildrenbutdonotreportchildcareas

theiroccupation;(2)itdoesnotenableustodistinguishbetweenpreschooland

kindergartenteachers,ormoregenerally,todistinguishECCEworkersbytheageofthe

childrentheyserve;and(3)itdoesnotcollectdetaileddatathatarerelevantto

characterizeECCEworkers,suchasthelevelofECCE‐specifictraining,theresponsibilities

theyhave,orthequalityoftheirinteractionwithchildren.Wereturntotheselimitations

indiscussingthegeneralizabilityofourresults.

METHODS

Toaddressourfirstandsecondresearchquestions,wepresentthevariablesofinterestin

2010,anddiscusstheirchangeovertheperiod1990‐2010.Weassesswhethertrendsin

theECCEworkforcedifferfrombroadertrendsintheeconomybycomparingchangesin

thatworkforcetochangesamongtwocomparisongroups:allfemaleworkersandlow‐

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wageworkers.12Toaddressthethirdresearchquestion,twosetsofsimulationsallowusto

disentangletheextenttowhichtheoverallchangesintheECCEworkforceareexplainedby

anincreaseintherelativesizeofthemoreregulatedECCEsectorsorbychangesinthe

workforcewithineachsector.13GiventherelativelysmallsamplesizeoftheCPSineach

year,forallanalysesweusethree‐yearmovingaveragestoincreasetheprecisionofour

estimates.

RESULTS

TheECCEworkforceasof2010

Wefindthatthe“low‐education,low‐compensation,high‐turnover”labelcontinuestobea

validcharacterizationofthe2.2millionECCEworkersrepresentedinoursample.As

showninTable1,in2010,nearly40percentoftheECCEworkforcehadatmostahigh

schooldegreeandathirdoftheworkforcehadsomecollegebutnoBachelor’sdegree.In

2009,theaverageECCEworkerearnedanannualincomeof$16,215andanhourlywageof

$11.7,andonly28percentofECCEworkersreceivedapensionand/orhealthbenefitsfrom

theiremployer.14Worryingly,aboutafourthofthoseworkerswhohadbeenemployedin

                                                            12 Female workers are a relevant comparison group as females comprise the vast majority of ECCE workers. Based on our calculations, over 95 percent of ECCE workers over the period of analysis were women. The low-wage worker comparison includes workers from the main industries from which ECCE workers come when they enter the child care industry, as well as to which ECCE workers migrate when they leave the ECCE workforce. We consider the following industries: beauty salons, food services, entertainment and recreation services, grocery stores, department stores, and non-teaching jobs in elementary and secondary schools (e.g., bus drivers, cooks, janitors, teacher aides, secretaries and administrative assistants). Together, over the full period of the study, these industries represent about a third of migration from another industry into child care, and from child care to another industry. 13 First, we estimate what the overall change in the ECCE workforce’s characteristics would have been had the distribution of the workforce across the three sectors (center, homes and schools) changed as it did, but assuming that the characteristics of workers within each sector remained the same as in 1990. Then, to estimate the part of the overall change that is driven by changes in the characteristics of workers within each sector, we estimate what the overall change in the workforce’s characteristics would have been had the characteristics of the workers within each of the sectors changed as they did, but assuming the distribution of the workforce across the sectors remained the same as in 1990. The equations used for these simulations are provided in the Technical Appendix. 14 Recall also that these figures likely overestimate the true compensation of the full ECCE workforce, due to our sampling restrictions (e.g. hourly wages are calculated based on full-year workers, benefits are calculated based on workers with only one job in the past year).

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theECCEindustryin2009werenolongerthatindustryby2010.Further,ouranalysisof

theoccupationalprestigeofentrantssuggeststhatECCEwasarelativelyunattractive

industrytoenterin2010,attractingindividualsfromoccupationsthatonaveragehad

lowerlevelsofeducationandearningsthanthreefifthsofthecountry’slaborforce.

ThedisaggregatedresultsshowninTable2highlightstarkdifferencesacross

sectors.In2010,about56percentofECCEworkerswereemployedincenter‐based

settings;26percent,inhome‐basedsettings;and18percent,inschools.Consistentwith

evidencefrompriorstudies,wefindthattheschool‐basedworkforceexhibitsthehighest

levelsofformaleducation,compensation,andstability,whilethehome‐basedworkforce

exhibitsthelowest.Thecenter‐basedworkforcefallsinthemiddle,butismoresimilarto

thehome‐basedthantotheschool‐basedworkforce.Forinstance,17.1percentofschool‐

basedworkershaveatmostahigh‐schooldegree.Thisproportionascendsto39.8percent

and50.7percentamongcenter‐andhome‐basedworkers,respectively.Similarly,while

school‐basedworkersearnanaverageannualincomeof$27,014,centerworkersearnon

averagejustoverhalfthisamount($14,567)andtheannualearningsofhome‐based

workersareevenlower($12,415).Finally,while13.6percentofthosewhowereschool‐

basedECCEworkersin2009hadlefttheECCEindustryby2010,theindustryturnoverrate

amongcenter‐andhome‐basedworkersin2010was24.4and28.5percent,respectively.

ChangesinthecharacteristicsoftheECCEworkforcein1990‐2010

Theverylowlevelsofformaleducation,compensationandstabilityamongtheECCE

workforcewarrantconcern.However,asTable1indicates,wealsofindmeaningfulsignsof

improvement.Infact,amongtheECCEworkforceasawholeweshowthatallofthe

characteristicsanalyzed–education,compensation,turnoverandprestigeofentrants–

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exhibitedsignificantandsubstantialchangesinthedirectionhypothesizedtoimprove

ECCEquality.15

AsshowninFigure1,theshareofECCEworkerswithatleastsomecollege

educationrosefrom47to62percentbetween1992and2010.Meanannualearnings

increasedby51percent,from$10,746to$16,215between1990and2009.Whilepartof

thisincreasewasdrivenbyanincreaseinthenumberofhoursworkedbyECCEworkers,16

themeanhourlyearningsofECCEworkersalsoincreasedsubstantiallyoverthatperiod

(by33percent,from$8.8to$11.7perhour),andsodidtheshareofECCEworkerswith

employer‐paidpensionand/orhealthbenefits(from19to28percent).Annualturnover

fromtheECCEindustrydecreasedsubstantiallyovertheperiodofanalysis(from32.9

percentin1990to23.6percentin2010).Finally,individualswhomovedintochildcare

fromotheroccupationsin2010camefromsomewhatmoreprestigiousoccupationsthan

thosewhomovedintochildcarein1990.TheaverageoccupationalprestigescoreofECCE

entrantsincreasedby4.7percentilepointsoverthisperiod,from37.6to42.3,perhaps

indicatinganimprovementintheECCEindustry’sabilitytoattractmorequalifiedworkers.

ThechangesobservedamongtheECCEworkforcedonotsimplyreflecttrendsinthe

femalelaborforceand/orinlow‐wageindustries.Comparedtofemaleworkers,theECCE

workforceexhibitedalargerincreaseincompensationandasteeperdeclineinindustry

turnover;andcomparedtolow‐wageworkers,allvariablesexhibitedalarger

                                                            15 The changes in educational attainment, compensation and industry turnover that we discuss throughout are statistically significantly different from zero at the 5 percent level. Changes in the occupational prestige score of ECCE entrants are significantly different from zero at the 15 percent level. Note that the analysis of average occupational prestige scores applies only to individuals who entered the ECCE workforce in a given year. This is a very small sample, so we evaluate significance at the 5, 10 and 15 percent levels. 16 The mean hours worked per week increased from 29.9 to 31.8 between 1990 and 2010.

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improvementamongECCEworkers.Further,thechangesobservedreflectastabletrend

withintheindustryandarenottheproductoftheeconomiccrisisthatbeganin2008.17

Sector‐specificchanges?

InTable2weshowthattheoverallimprovementsseeninthisworkforcearedrivenby

improvementsamonghome‐basedworkers,andtoalesserextentcenter‐basedworkers.

Inthehome‐basedsector,theaverageeducationalattainment,compensationandindustry

turnoverofworkersimprovedsignificantlyandsubstantiallyovertheperiodofanalysis.

Withrespecttoeducationalattainment,therewasasignificantincreaseintheshareof

workerswithatleastsomecollege(by21.4percentagepoints(p.p.)),andasignificant

decreaseintheshareofworkerswithlessthanahighschooldegree(by17.8p.p.).The

averageannualandhourlyearningsofhome‐basedworkersincreasedby92and50

percent,respectively,andtheshareofhome‐basedworkerswithpensionorhealthbenefits

roseaswell(by4.5p.p.).Finally,industryturnoverdeclinedamonghome‐basedworkers

(by8.4p.p.,from36.9percentin1990to28.5in2010).

Changeswithinthecenter‐basedsectoralsosuggestimprovementsovertime,but

thesechangesareofasmallermagnitude.Forinstance,between1990and2009,the

averageannualearningsamongcenter‐basedECCEworkersincreasedby35percentand

averagehourlyearningsroseby18percent.Industryturnoverratedroppedsignificantly,

from34percentin1990to24.4percentin2010.Othercharacteristicsappeartochangein

adirectionconsistentwithimprovement,althoughthechangesarenotstatistically

significant.Differencesremainbetweenthesectorswithrespecttoallthecharacteristics                                                            17 One plausible hypothesis is that the observed improvements in ECCE workers’ qualifications and stability are the product of the economic crisis. However, in supplementary analysis available upon request, we explored whether there were changes in trends following the economic crisis that began in 2008. We find no evidence to support this claim and, if anything, our results suggest that the improvement in ECCE workers’ characteristics was stalled or reversed during the crisis period.

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analyzed,butthepronouncedchangeswithinthehome‐basedsectorimplyanarrowingof

thegapwithrespecttotheothertwosectors.

Expansionofformalcareasanexplanationforgains?

AsshowninthefourthpanelofFigure1,between1990and2010therewasasignificant

changeintherelativeimportanceoftheECCEsectorsinaccountingforthesizeofthe

aggregateworkforce.Therelativeimportanceofhome‐basedworkersdeclinedsharply(by

21.8p.p.),compensatedmostlybyanincreaseintherelativeimportanceofcenter‐based

workers(by17.5p.p.).Althoughtherelativeimportanceofschool‐basedworkers

increasedonlyslightly(by4.3p.p.),thenumberofworkersinthissectorincreasedby45

percentoverthistimeperiod,atrendconsistentwithboththeexpansionofstatepre‐

kindergartenprogramsandtheshifttowardsfull‐daykindergartens.Thenumberof

center‐basedworkersalsoincreaseddramatically(by61percent),whilethenumberof

home‐basedworkersdecreased(by39percent).ThisredistributionofECCEworkersfrom

childcarehomestocentersandschoolsisconsistentwiththerecentdeclineintheshareof

childrenunderagefivewhosemainchildcarearrangementisinahomesetting(U.S.

CensusBureau2010)

Asdiscussedabove,home‐basedworkershavefarlowerlevelsofeducationand

compensationandhigherlevelsofindustryturnoverthandocenter‐orschool‐based

workers.Thedeclineintherelativeimportanceofhome‐basedworkersisoneplausible

explanationfortheobservedincreaseintheeducationalattainment,compensationand

stabilityofthenationalECCEworkforce.However,changesinthesecharacteristicswithin

sectorsarealsorelevant–and,infact,morerelevantthanthechangesinthedistribution

theworkforceacrosssectors.

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WedecomposeaggregatechangesintheECCEworkforceintothepartexplainedby

theexpansionoftheformalsectorandthepartexplainedbychangesinthecharacteristics

ofworkerswithinthesectors.WepresenttheestimationsinPanelAofTable3.Whileboth

factorscontributetotheoverallchange,formostvariables(educationalattainment,annual

andhourlywages,andindustryturnover),changeswithinthesectorsexplainmostofthe

aggregateimprovement,withchangesintherelativeimportanceofthesectorsexplaining

onlyasmallportionoftheoverallimprovement.Forexample,increasesinearningswithin

sectorsexplain78percentoftheoverallincreaseinannualearnings,whilethe

redistributionofworkersacrosssectorsexplainsonly22percent.Similarly,within‐sector

changesexplain86percentofthedeclineinindustryturnover.

Further,asreportedinPanelBofTable3,changeswithinthehome‐based

workforceexplainmostofthechangeineducationalattainmentandearningsthatis

attributabletowithin‐sectorchanges.Indeed,improvementswithinthehome‐basedsector

driveovertwothirdsoftheincreasesintheECCEworkforce’seducationalattainment.

DISCUSSION

ThisresearchbriefhighlightsthecurrentstateoftheECCEworkforceandexplores

whetherthisworkforcehasexperiencedmeaningfulchangesoveraperiodcharacterized

byheightenedinterestandinvestmentinearlychildhoodprograms.Echoingearlierwork,

wefindthatthislaborforcecontinuestobecharacterizedbyverylowlevelsofeducation,

compensationandstability.However,wealsoshowthatboththeeducationalattainment

andthecompensationoftheECCEworkforceincreasedmeaningfullybetween1990and

2010andthatturnoverfromtheECCEindustrydecreasedsubstantially.Takentogether

thefindingsaremixed,highlightingbothimprovementsovertimeandthepersistenceof

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troublingissues.Forexample,ourdatashowthatin1992ECCEworkerswithaBAearned

47percentlessthanelementaryschoolteacherswiththesameeducationallevel.Despite

thesignificantincreasesinbotheducationalattainmentandearningsamongECCEworkers

thatwedocumentinthispaper,in2009ECCEworkersstillearned38percentlessthan

elementaryschoolteachers.Givenourincreasedunderstandingoftheimportanceofearly

childhoodinterventionsandofhigh‐qualityECCEproviders,thesepatternsareconcerning.

However,thepositivetrendswedocumentsuggestthatsubstantialchangesinthis

workforceareinfacttakingplace.

Itisworthnotingthatthepositivetrendswedocumentdiffersignificantlyfrom

thosereportedinpriorstudies,whichdocumentadeclineormodestchangeinthe

educationalattainmentandcompensationoftheECCEworkforce.Oneexplanationisthat

priorstudieshavegenerallyfocusedonthecenter‐basedworkforceandhavenot

accountedfortheevolutionofthehome‐basedworkforce,wherewefindmeaningful

improvements(Whitebooketal.2001;BellmandWhitebook2006;Herzenberg,Price,and

Bradley2005;Saluja,Early,andClifford2002).

Asecondexplanationisthatourstudymakesuseofmorecurrentdatathanearlier

work.Forinstance,anearlierstudythatreliesonthesamedatausedherebuttracksthe

center‐basedworkforceonlythrough2003reportsadeclineintheproportionofthat

workforcethatholdsaBA(Herzenberg,Price,andBradley2005).Wereplicatethatfinding

here,butshowthatbetween2004and2010thistrendisreversed.Overallwedonot

observesignificantchanges(eitherincreasesordecreases)intheeducationalattainmentof

thecenter‐basedworkforceovertheperiod1990‐2010,butdocumentsignificant

improvementsinthecompensationandstabilityofthisworkforce.

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WealsodocumentadramaticreconfigurationoftheECCEworkforce,suchthatthe

majorityofworkersnowworkinformalratherthanhome‐basedsettings.Surprisingly,

however,weshowthattheshiftawayfromhome‐basedcareandtowardscenter‐based

settingsisnottheprimaryexplanationfortheimprovementsobservedintheindustryat

large.Infact,mostoftheimprovementsintheECCEworkforceareexplainedbywithin‐

sectorimprovementsinthecharacteristicsofworkers.Further,whilethecenter‐based

workforceexhibitedsignificantincreasesinearningsandaremarkabledeclineinindustry

turnover,improvementswithinthehome‐basedworkforceweretheprimarydriverofthe

increaseintheeducationalattainmentandearningsoftheaggregateECCEworkforce.

Thesefindings–thattheoverallimprovementoftheECCEworkforcewasprimarily

drivenbyimprovementswithinthehome‐basedworkforce–aresurprisinginlightofthe

policyemphasisonexpandingandimprovingformalizedECCEsettingssuchaspreschools

andpre‐kindergartenprogramsoverinformalsettings.Improvementswithinthehome‐

basedworkforcemaybetheresultofrecenteffortstoincreasethequalificationsand

stabilityoftheseworkers.Forinstance,recentinitiativesrewardparticipationin

professionaldevelopmentandtheacquisitionoffurthereducation;supplementthewages

ofhome‐basedworkerstoensuretheymeetalocally‐determinedminimumlivingwage,

andfacilitatetheprovisionofemployer‐sponsoredhealthplansbypoolingtogether

workersfromdifferentchildcarecentersandhomes(Kagan,Kauerz,andTarrant2007).

Still,furtherstudyisneededtounderstandwhathasdriventheobservedimprovementin

theeducation,compensationandstabilityofhome‐basedworkers,tounderstandhowto

continuethispositiveandunexpectedtrend.

Studylimitations

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WhilethecurrentstudyprovidesnewevidenceaboutthecurrentstatusoftheECCE

workforceanditschangingnatureoverthepasttwodecades,theCPSwasnotdesignedto

studytheECCEindustryandseveralofitslimitationsareworthhighlighting:

First,theCPS,whilecommonlyusedinanalysesofworkers,reliesonself‐reported

data.TotheextentthatcertainsegmentsoftheECCEworkforcearelesslikelytoreport

theiremployment,ourestimateswillnotaccuratelygeneralizetotheECCEworkforceinits

entirety.Further,ifthesenon‐reportershavelowerearningsandeducationalattainment

thandootherworkers,ourfindingswilloverestimateconditionsinthisindustry,a

troublingpointgiventhealreadylowlevelswedocument.Whileweareunabletoassess

theextentofnon‐reportinginoursample,itislikelyweexcludesomeportionofthe

informalsectorincludingunpaidworkers,paidworkerswhodonotreporttaxes,orpaid

family,friendsandneighborswhodespiteassumingchildcareresponsibilitiesdonot

reportitasajob.Theseinformalsettingsrepresentameaningfulportionofthemarket,and

morenuanceddataarenecessarytobetterunderstandthecompositionofthisgroup.

Second,theCPSdoesnotprovidedirectmeasuresofcarequalityandthuscannotbe

usedtoassesswhetherandhowmoreproximalmeasuresofcarequalityhavechanged.

WhileouroutcomesprovideaclearpictureoftheeconomicstatusoftheECCEworkforce,

animportantissueinitsownright,ultimatelypolicymakerswishtoimproveearly

childhoodexperiencesforchildrenandtherelationshipbetweeneachofthesemeasures

andcarequalityisnotaswellunderstoodaswewouldlike.Itisdifficulttoknow,for

example,towhatextentchangesinearningsovertimeamounttobettercareforyoung

children.Wehaveinterpretedourfindingsasindicativeofimprovementsinthequalityof

theECCEworkforce,butacompetinghypothesisisthattheincreaseinECCEworkers’

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compensationandthereductionofturnoverreflectanincreaseinthedemandforECCE

services,withoutacorrespondingimprovementintheactualqualityoftheseworkers.

Additionalworkinvestigatingthelinkbetweenstructuralmeasuressuchastheones

availableinadministrativedatasetswouldhelphere.

Third,ourstatisticalinferencesarelimitedbyoursmallsamplesize.EachMarch,

theCPSsurveysaround670center‐basedworkers,530home‐basedworkersand230

school‐basedECCEworkers.Usingthree‐yearmovingaverages,wewereabletodescribe

theevolutionofthecenter‐andhome‐basedworkforceswithreasonableprecision.

However,oursamplesizewastoosmalltomakereliableinferencesabouttheevolutionof

theschool‐basedworkforce.

Finally,theCPScannotbeusedtodistinguishbetweenECCEworkerswhowork

withinfantsandtoddlers,andthosewhoworkwithpreschoolers.Similarlyweareunable

todistinguishbetweenpre‐kindergartenandkindergartenemployees.Datathatallowsfor

thesetypesofdelineationswouldbetterallowustounpacktrendsandbegintounderstand

themechanismsdrivingthesepatterns.

Conclusion

Whileourfindingsechootherrecentworkonthelowlevelsofearningsandeducation

withintheECCEworkforce,thisbriefalsoshedsanoptimisticlightonthepossibilityfor

improvements.Weshowthatthequalifications,compensationandstabilityoftheECCE

workforcecanimprove,andinfacthaveimprovedmeaningfullyoverthepasttwodecades.

ThedeclineinturnoverfromtheECCEindustryhasbeenparticularlymarked.Whilesome

degreeofturnovermaybedesirableinordertoreplaceineffectiveworkers,theannual

ECCEindustryturnoverratein1990was32.9percent,roughlythreetimeshigherthanthe

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industryturnoverrateof11percentobservedamongelementaryandsecondaryeducation

teachers.By2010,however,thegapbetweenthetwohadnarrowedsignificantly,owingto

thereductioninturnoveramongECCEworkers.Toourknowledge,oursisthefirststudyto

lookattheevolutionofturnoverforanationallyrepresentativesampleoftheECCE

workforce.Whileweareunabletoobservejobturnover,whichisamoreproximalmeasure

oftheinstabilitychildrenexperience,industryturnoverisanimportantmeasureinitsown

right,showingthatindividualsarestayingwithintheindustrylongerthantheydidinthe

pastwhichmaytranslatetopositiveoutcomesforchildrenandmayindicatethatearly

childhoodjobsaremoreattractivethantheyoncewere.

TheimprovementswehaveidentifiedforECCEworkershavetakenplacewithin

boththecenter‐andhome‐basedsectors,whichtogetheraccountforovereightypercentof

theworkforce.Improvementswithinhome‐basedchildcarehavebeenparticularly

pronounced.Totheextentthatthecharacteristicsweanalyzedare,infact,proxiesofECCE

quality,ourfindingsimplyanarrowinginthequalitygapbetweenhome‐basedandother

moreformalizedtypesofchildcare.Thisfindingisimportantbecauseasrecentlyas2005,

thehome‐basedsector,historicallysingledoutasthelowest‐qualitysectorwithinchild

care,servedaroundfortypercentofchildrenunderfiveyearswhosemotherswere

employed(U.S.CensusBureau2010),andthereissomeevidencethatitisthepreferred

typeofarrangementamongHispanicfamilies(Fuller,Holloway,andLiang1996;Liang,

Fuller,andSinger2000;Fuller2007).Putdifferently,workersinchildcarehomesremain

substantiallylessqualifiedthanworkersintheformalchildcaresector.Onaverage,then,.

Ontheotherhandthetrendsweobservesuggestsomeclosingofthequalitygapbetween

sectorsispossible.

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Figure1.EvolutionofselectedcharacteristicsoftheECCEworkforce,andoftherelativeimportanceofeachECCEsector,overtime(1990‐2010)

0

5

10

15

20

1990

1991

1992

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

Mean hourly earnings of full‐year ECCE workers, by sector, 1990‐2009(at 2010 dollars)

All ECCE workers

School‐based worker

Center‐based worker

Home‐based worker

0

10

20

30

40

1990

1991

1992

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

ECCE industry turnover rate by sector, 1990‐2010(% of workers who left the industry from one year to the next)

All ECCE workers

School‐based worker

Center‐based worker

Home‐based worker

0

10

20

30

40

50

60

70

80

90

100

1992

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

Share of ECCE workers with at least some college education, by sector, 1990‐2009(as a % of ECCE workers in each sector)

All ECCE workers

School‐based worker

Center‐based workers

Home‐based workers

0

10

20

30

40

50

60

1990

1991

1992

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

Distribution of the ECCE workforce across sectors, 1990‐2010(as a % of all ECCE workers)

School‐based worker

Center‐based worker

Home‐based worker

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Table1.EvolutionoftheECCEworkforce,andcomparisontofemaleandlow‐wageworkers(1990‐2010)

1992 2010 2010 vs . 1992

Distribution of the workforce by educational attainmentECCE workers

Less  than high school 21.4 11.5 ‐9.9 *

High school  degree 31.5 26.9 ‐4.6 *

Some  col lege  or Associate's  degree 26.1 33.3 7.2 *

At least a  Bachelor's  degree 20.9 28.4 7.5 *

Female workers

Less  than high school 11.5 8.1 ‐3.4 *

High school  degree 36.0 26.4 ‐9.6 *

Some  col lege  or Associate's  degree 29.2 31.9 2.7 *

At least a  Bachelor's  degree 23.2 33.6 10.4 *

Low‐wage workers

Less  than high school 20.5 17.0 ‐3.5 *

High school  degree 38.9 33.5 ‐5.4 *

Some  col lege  or Associate's  degree 26.7 31.1 4.4 *

At least a  Bachelor's  degree 13.9 18.4 4.5 *

1990 2009 2009 vs . 1990

Mean annual earnings of all workers (at 2010 dollars)ECCE workers 10,746 16,215 51% *

Female workers 24,427 30,629 25% *

Low‐wage workers 18,266 21,298 17% *

Mean hourly earnings of full‐year workers (at 2010 dollars)ECCE workers 8.8 11.7 33% *

Female workers 16.3 19.0 17% *

Low‐wage workers 13.4 14.2 6% *

Share of workers with pension and/or health benefits paid at least partly by the employECCE workers 19.0 28.0 9.0 *

Female workers 56.4 57.9 1.5 *

Low‐wage workers 42.5 42.2 ‐0.3

1990 2010 2010 vs . 1990

Industry turnover rateECCE workers 32.9 23.6 ‐9.3 *

Female workers 24.7 17.9 ‐6.8 *

Low‐wage workers 26.5 19.1 ‐7.4 *

Average occupational prestige in the year before entering the workforceECCE workforce enterers 37.6 42.3 4.7

Low‐wage workforce enterers 41.8 42.0 0.2

* denotes change with respect to 1990 or 1992 is statistically significantly different from 

zero at the 5% level. 

Changes in the share of workers by educational attainment, the share with pension and/or 

health benefits, and the industry turnover rate are measured in percentage points; 

changes  in annual and hourly earnings, as a percent change; and changes in the average 

occupational prestige score of those entering the ECCE workforce, in percentiles.

Source: Authors based on the March Supplement of the Current Population Survey.

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Table2.EvolutionoftheECCEworkforcebysector(1990‐2010)

 

1992 2010 1992 2010 1992 2010

Less  than high school 12.3 9.8 37.6 19.8 * 5.3 5.1

High school  degree 32.7 30.0 34.5 30.9 20.6 12.0 *

Some  col lege  or Associate's  degree 33.3 36.6 21.8 34.3 * 17.5 21.7

At least a  Bachelor's  degree 21.6 23.7 6.1 15.0 * 56.6 61.2

1990 2009 1990 2009 1990 2009

Mean annual earnings of all workers (at 

2010 dollars)

10,809 14,567 * 6,480 12,415 * 24,191 27,014

Mean hourly earnings of full‐year workers 

(at 2010 dollars)

9.2 10.9 * 5.6 8.9 * 17.5 18.2

Share of workers with pension and/or 

health benefits paid at least partly by the 

employer

20.4 24.5 3.1 7.6 * 64.3 68.8

1990 2010 1990 2010 1990 2010

Industry turnover rate 34.0 24.4 * 36.9 28.5 * 15.9 13.6

Average occupational prestige in the year 

before entering the ECCE workforce

41.3 44.6 32.3 33.4 51.4 54.1

Center‐based workers Home‐based workers School‐based workers

Distribution of the workforce by educational attainment

* denotes change with respect to 1990 or 1992 is  statistically significantly different from zero at the 5% level. 

Source: Authors  based on the March Supplement of the Current Population Survey.

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Table3.DecompositionoftheoverallchangesinthecharacteristicsoftheECCEworkforce(1990‐2010)

Center‐based workers

Home‐based workers

School‐based workers

Less  than high school ‐8.8 (65%) ‐4.7 (35%) 12% 88% 0%

High school  degree ‐4.0 (84%) ‐0.8 (16%) 28% 39% 32%

Some  col lege  or Associate's  degree 7.4 (84%) 1.4 (16%) 19% 73% 8%

At least a  Bachelor's  degree 5.4 (58%) 3.9 (42%) 16% 71% 13%

Mean annual earnings of all workers (at 2010 dollars) 42% (78%) 12% (22%) 37% 55% 8%

Mean hourly earnings of full‐year workers (at 2010 dollars) 25% (72%) 10% (28%) 35% 60% 4%

Share of workers with pension and/or health benefits paid 

at least partly by the employer

4.3 (48%) 4.7 (52%) 41% 45% 14%

Industry turnover rate ‐8.1 (86%) ‐1.3 (14%) 53% 44% 4%

Average occupational prestige in the year before entering 

the ECCE workforce

2.1 (49%) 2.1 (51%) 58% 28% 14%

2009 vs . 1990

2010 vs . 1990

2010 vs . 1992

2009 vs . 1990

2010 vs . 1990

Panel ASector contributions to the part of the change attributable to changes in the 

characteristics of workers within the sectors 

Change attributable to changes in the characteristics of workers within the sectors 

Change attributable to changes in the distribution of 

workers across sectors

Distribution of the workforce by educational attainment

Panel B

2010 vs . 1992

Changes  in the share of workers by educational attainment, the share with pension and/or health benefits, and the industry turnover rate are measured in percentage points; 

changes in annual and hourly earnings, as a percent change; and changes in the average occupational prestige score of those entering the ECCE workforce, in percentiles. 

Source: Authors  based on the March Supplement of the Current Population Survey.

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Harris,DouglasN.,andScottJ.Adams.2007.“UnderstandingtheLevelandCausesofTeacherTurnover:AComparisonwithOtherProfessions.”EconomicsofEducationReview26(3):325–337.

Helburn,SuzanneW.1995.“Cost,QualityandChildOutcomesinChildCareCenters.TechnicalReport,PublicReport,andExecutiveSummary.”

Herzenberg,Stephen,MarkPrice,andDavidBradley.2005.LosingGroundinEarlyChildhoodEducation:DecliningWorkforceQualificationsinanExpandingIndustry,1979‐2004.EconomicPolicyInstitute.

Howes,DeborahPhillips,andMarcyWhitebook.1992.“ThresholdsofQuality:ImplicationsfortheSocialDevelopmentofChildreninCenter‐BasedChildCare.”ChildDevelopment63(2)(April):449–460.

Kagan,SharonLynn,KristieKauerz,andKateTarrant.2007.TheEarlyCareandEducationTeachingWorkforceattheFulcrum:AnAgendaforReform.TeachersCollegePress.http://www.eric.ed.gov/ERICWebPortal/recordDetail?accno=ED497826.

Knudsen,EricI.,JamesJ.Heckman,JudyL.Cameron,andJackP.Shonkoff.2006.“Economic,Neurobiological,andBehavioralPerspectivesonBuildingAmerica’sFutureWorkforce.”ProceedingsoftheNationalAcademyofSciences103(27):10155–10162.

Liang,Xioyan,BruceFuller,andJudyD.Singer.2000.“EthnicDifferencesinChildCareSelection:TheInfluenceofFamilyStructure,ParentalPractices,andHomeLanguage.”EarlyChildhoodResearchQuarterly15(3):357–384.

Nam,C.B.2000.“ComparisonofThreeOccupationalScales.”UnpublishedPaper.CenterfortheStudyofPopulation,FloridaStateUniversity.http://www.fsu.edu/~popctr/research/Three%20Occupational%20Scales.pdf.

Nam,C.B.,andM.Boyd.2004.“OccupationalStatusin2000;overaCenturyofCensus‐basedMeasurement.”PopulationResearchandPolicyReview23(4):327–358.

NICHDEarlyChildCareResearchNetworl.2000.“CharacteristicsandQualityofChildCareforToddlersandPreschoolers.”AppliedDevelopmentalScience4(3):116–135.

Peisner‐Feinberg,EllenS.,MargaretR.Burchinal,RichardM.Clifford,MaryL.Culkin,CarolleeHowes,SharonLynnKagan,andNoreenYazejian.2001.“TheRelationofPreschoolChild‐CareQualitytoChildren’sCognitiveandSocialDevelopmentalTrajectoriesThroughSecondGrade.”ChildDevelopment72(5)(October):1534–1553.doi:10.2307/3654403.

Phillips,Deborah,andMarcyWhitebook.1986.“WhoAreChildCareWorkers?TheSearchforAnswers.”YoungChildren41(4):14–20.

Saluja,Gitanjali,DianeM.Early,andRichardM.Clifford.2002.“DemographicCharacteristicsofEarlyChildhoodTeachersandStructuralElementsofEarlyCareandEducationintheUnitedStates.”EarlyChildhoodResearch&Practice4:20.

Shonkoff,JackP.,andDeborahPhillips.2000.FromNeuronstoNeighborhoods:TheScienceofEarlyChildhoodDevelopment.Washington,DC:NationalAcademyPress.

Torquati,JuliaC.,HelenRaikes,andCatherineA.Huddleston‐Casas.2007.“TeacherEducation,Motivation,Compensation,WorkplaceSupport,andLinkstoQualityofCenter‐basedChildCareandTeachers’IntentiontoStayintheEarlyChildhoodProfession.”EarlyChildhoodResearchQuarterly22(2):261–275.

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Tout,Kathryn,RebeccaStarr,MargaretSoli,ShannonMoodie,GretchenKirby,KimberlyBoller,KathleenDwyer,andIvelisseMartinez‐Beck.2010.TheChildCareQualityRatingSystem(QRS)Assessment:CompendiumofQualityRatingSystemsandEvaluations.ChildTrendsDataBank(Washington,DC).

Tran,Henry,andAdamWinsler.2011.“TeacherandCenterStabilityandSchoolReadinessAmongLow‐income,EthnicallyDiverseChildreninSubsidized,Center‐basedChildCare.”ChildrenandYouthServicesReview33(11)(November):2241–2252.doi:10.1016/j.childyouth.2011.07.008.

U.S.CensusBureau.2010.“HistoricalTable.PrimaryChildCareArrangementsofPreschoolerswithEmployedMothers:SelectedYears,1985to2010.”http://www.census.gov/hhes/childcare/data/sipp/index.html.

U.S.DepartmentofEducation,andU.S.DepartmentofHealthandHumanServices.2011.“RacetotheTop–EarlyLearningChallenge;GuidanceandFrequentlyAskedQuestionsforApplicants.”

Vandell,DeborahLowe,andBarbaraWolfe.2000.ChildCareQuality:DoesItMatterandDoesItNeedtoBeImproved?CommissionedReporttotheU.S.DepartmentofHealthandHumanServices.GoogleScholar.

Whitebook,Marcy,andLauraSakai.2003.“TurnoverBegetsTurnover:AnExaminationofJobandOccupationalInstabilityAmongChildCareCenterStaff.”EarlyChildhoodResearchQuarterly18(3):273–293.

Whitebook,Marcy,LauraSakai,EmilyGerber,andCarolleeHowes.2001.“Then&Now:ChangesinChildCareStaffing,1994‐2000.TechnicalReport.”