A Multivariate Analysis ofAttitude Towards...
Transcript of A Multivariate Analysis ofAttitude Towards...
Pertanika 13(2), 267-273 (1990)
A Multivariate Analysis of Attitude Towards Teaching
NORAN FAUZlAH YAAKUBDepartment ofEducation
Faculty ofEducational StudiesUniversiti Pertanian Malaysia
43400 UPM Serdang, Selangor DarulEhsan, Malaysia
Key words: Attitude, multivariate, Cattell's 16 P.F, motives, MTAI.
ABSTRAK
Kajian ini melaporkan perhubungan di antara sikap terhadap bidang perguruan dengan faktor1aktor etnik,jantina, syarat kemasukan, trait personaliti dan motif mengajar. Penemuan kajian menunjukkan sikappelatih India berbeza secara signifikan daripada pelatih Melayu; tetapi tidak terdapat perbezaan yangsignifikan di antara pelatih Cina dengan pelatih Melayu. Sikap pelajar lelaki tidak berbeza daripada sikappelajar perempuan; dan sikap pelajar yang berkelulusan SPM tidak berbeza daripada sikap pelajar yangberkelulusan STPM. Tidak satu pun daripada motifmengajaryang mempunyai hubungan signifikan dengansikap. Dua faktor personaliti berhubung secara positif dengan sikap, iaitu kestabilan emosi dan surgensi; dandua faktor personaliti lagi berhubung secara negatifdengan sikap, iaitu tendensi paranoid dan sofistikasi.
ABSTRACT
This study reports the relationship between attitude towards teaching and ethnicity, sex, entry qualification,personality traits and motives for teaching. Thefindings showed that attitude ofIndian trainees was significantlydifferent from that of Malay trainees; but there was no significant difference between attitude of Chinese fromthat ofMalay trainees. Attitude of male students was not significantly different from that offamale students;and the attitude of SPM students was undifferentiated from that of the STPM students. None of the motivefactors was significantly related to attitude. Two personality factors were positively related to attitude, viz.,emotional stability and surgency; and another two factors were negatively related to attitude, i.e., paranoidtendency and sophistication.
INTRODUCTION
One area of interest in education, to botheducationists and laymen, is attitude. Allport(1967: 8), a major contributor in the study ofattitude, referred to the subject as
"a mental and neural state of readiness, organizedthrough experience, exerting a directive or dynamicinfluence upon the individual's response to allobjects and situations with which it is related."
Though there are many theories onattitude formation, there is no particulartheory which attempts to explain attitudetowards teaching. This lack of theory may beattributed to the disagreement among
Key to author's name: Noran, F.Y.
aducationists as to what is meant by "attitudetowards teaching".
Attitude towards teaching is a broadconcept, having several dimensions in itsinterpretaion. One dimension views teachingas a profession. Another dimension refers tothe actual teaching process in the classroom.A third dimension is linked to the client inthe classroom-i.e., the pupils. This dimensionmay regard teaching as the interactionbetween teacher and pupils. A fourthdimension refers to the workload of teachers.
For the purpose of this study, attitudetowards teaching is defined as "teacher-pupilrapport and attitude towards school work".
NORAN FAUZIAH YAAKUB
This definition implies the humaninterpersonal relationship between teachersand their pupils in the school and classroomsettings. It is hypothesised that teachers with agood disposition towards their pupils reflectpositive attitude, while those teachers with apoor disposition towards their pupils possessnegative attitude.
Research using the Minnesota TeacherAttitude Inventory (MTAI) , an instrumentdeveloped by Cook, Leeds and Callis, (1951)to measure attitude in terms of liking forchildren and school-work, seem to showsignificant differences in the attitude scoresbetween males and females. Such findingsappear to be in congruence with the generalbelief that females' "motherly instincts" aregreater than those of males. Supportingevidence is provided by Beamer and Ledbetter(1957) and Evans (1952). However, Best(1948) reported no significant difference inthe attitude of male and female students.
The MTAI has been used in Malaysia andSingapore. Obura (1974) used the MTAI on990 teachers in Kuala Lumpur and Selangor.However, he did not produce a final score forattitude; nor a discussion of attitudes towardsteaching.
Eng (1983) used the MTAI on 173teachers in Singapore to differentiate betweeneffective and non-effective teachers. Eventhough his results indicated that all the 173teachers scored low on the MTAI, the studyshowed a significant difference in the atttitudeof effective and non-effective teachers.
Studies on attitude and personality showedthat teachers who scored high on the MTAIwere cooperative, friendly, objective andemotionally stable. Teachers who scored lowon the MTAI tended to be critical andintolerant, hostile and belligerent, hypersensitive, depressed and emotionally unstable(Getzels and Jackson, 1963: 516).
A literature search found very littleempirical work on attitude and motives forteaching. However, Ee (1974) has expressedthe need for such a study to be carried out.
The theoretical framework for attitudetowards teaching is derived from the sociallearning theory of behaviour and attitude
proposed by Bandura and Walters (1963).According to this theory, learning is a resultof of reward and punishment. If rewards areconsistent on particular behaviours, thosebehaviours will be adopted. A second kind ofsocial learning is through imitation. Accordingto Bandura dan Walters, by watching howother people behave, new behaviour isacquired and old ones modified.
Social psychologists have tried to explainthe influence of culture on behaviour andattitude. The different belief systems, normsand roles that are unique to a particularculture or ethnic group, are acquired throughthe process of socialization. Some of thedeterminants of social roles are occupation,sex, ethnicity and social class. Based on thesefactors, attitude towards teaching is likely todiffer according to the various ethnic groups.
The purpose of this study was to assess theattitude towards teaching among teachertrainess in terms of their personality traits;motives for teaching and selected classificationvariables.
MATERIALS AND METHODS
SubjectsThe subjects for the study consisted of 210 preservice teachers from a teachers' college inKuala Lumpur, who were specializing inprimary school teaching. At the time of datacollection, i.e. September 1986, these studentswere in their fourth semester.
InstrumentsFour sets of instruments were used. The firstset pertained to personal and demographicinformation of the subjects. Personality traitswere measured by using the 16 P.F. questionnaire (Form A), developed by Cattell et al.(1950). The 16 P.F. consists of 187 items whichmeasure the 16 traits, which are as follows:
Traits Low Score vs. High Score
Factor A - reserved vs. outgoing
Factor B - less intelligent vs. more intelligent
Factor C - affected by feeling vs. emotionally
stable
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The test-retest reliability or the 16 P.F.ranges from 0.70 to 0.90 if the intervel is justover a few days. However, the correlation(reliability) between test and retest scores twomonths later range from 0.63 to 0.88 with amedian of 0.78.
Thirty items were specially developed bythe author to extract the underlying motivesfor teaching. Four alternative responses weregiven for each item, i.e., strongly agree, agree,disagree, and strongly disagree. These itemswere derived from several sources, viz., from apilot study carried out by the author, Fox'squestionnaire (1961), and the Research Unit,Singapore (1968). Responses to the items weresubjected to factor analysis in order to extractthe underlying motives for teaching.
In this study, the Minnesota TeacherAttitude Inventory (MTAI) that was developedby Cook, Leeds and Callis (1951), was used tomeasure attitude towards teaching. The MTAIcontains 150 statements which seek opinionsabout children and their behaviour. A fivepoint scale was used to record responses tostrongly agree, agree, undecided, disagree andstrongly disagree.
Although it was accepted that there wasno right or wrong answers, reponses werenevertheless classified as "right" or "wrong". Ascore of 1 was given to a "right" response and-1 to a "wrong" response. The possible rangefor attitude score based on the MTAI was fromminus 150 to plus 150. A positive score indicated a liberal classroom attitude while anegative score indicated a less liberal attitudetowards teaching.
Factor E Factor F Factor G Factor H
Factor IFactor L Facotr M Factor N
Factor 0 Factor Ql
Factor Q2Factor Q3Factor Q4-
humble vs. assertive
sober vs. happy-go-luckyexpedient vs. conscientiousshy vs., venturesome
tough-minded vs. tender-mindedtrusting vs. suspiciousconventional vs. imaginative
simplicity vs. sophistication
placid vs. apprehensiveconservative vs. experimenting
group dependent vs. self-sufficient
casual vs. controlledrelaxed vs. tense.
Reponses to the 16 P.F and the MTAI could eitherbe scored by hand, by using the scoring stencilsprovided by the developers of the Inventory, or bycomputer through the services of their publishers.However, in the present study, scoring wasaccomplished by SPSS (Nie et al., 1970) datatransformation of "Recode" and "Compute".
AnalysisMultiple regression analysis was used to explainattitude towards teaching. The independentvariables used in the regression equation werethe 16 raw personality scores,S factor scoreson motives for teaching, and 3 classificationvariables, viz., sex, ethnicity and entry qualification. Raw personality scores rather thanthe standard scores (sten) were used becausethey offer greater variability, which is verydesirable in regession analysis. The regressionequation takes the following linear form:
where,Y attitude score
Xp score on the personality factors
(p = 1, ... , 16)
2m
motive factor scores (derived from factor
analysis) (m = 1, ... , 5)
G sex (0 if male, 1 if female)
Q entry qualification (0 if SPM, 1 if STPM)
E ethnicity (£2 = 1 if respondent is Chinese
o otherwise
E3 = 1 if respondent is Indian
o otherwise)
a, b, C, d, e, f = intercept and regession coefficients,
respectively
and u = error term assumed to have zero mean
and constant variance.
Data were key-punched into diskettes usinga micro-computer word-processing software,and then processed and analyzed using theSPSS package on the IBM 4381 main-frame atthe Universiti Sains Malaysia, as well as theSPSSjPC (Norusssis, 1986) on a personalcomputer.
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TABLE 1Overall results of regression analysis of attitude
RESULTS
The overall. results of the multiple regressionanalysis of attitude teaching are presented inTable 1. The adjusted R-square of 0.288 meansthat about 30% of the variance in the attitudescore is jointly explained by the 24independent variables used in the regressionequation.
Multiple RR-SquareAdjusted R-SquareStandard Error
.63146
.39874
.2882217.84440
otherwise. The second dummy variable for theethnicity factor is IND which takes the valueof 1 if the student is Indian and 0 otherwise.
The regression coefficient of the CHIdUIllmy variable is not significantly differentfrom zero. This means that there is nosignificant difference between the means ofattitude score of Chinese students and Malaystudents, when the other independenntvariables in the model are held at their meanvalues. However, the regression coefficient ofthe IND dummy variable is significantlydifferent from zero; this indicates that there isa significant difference between the means ·ofattitude score of Malay students and Indianstudents.
The ANOVA of the regression shows thatthe F ratio of 3.607 is significant at p < 0.0001,indicating that the coefficient of multipledetermination, R-square, is significantlydifferent from zero.
Results of the regression analysis ofattitude are given in Table 2. A discussionbased on Table 2 follows.
Attitude and sexSex is a dummy variable which takes the valueof 0 if the student is male and 1 if female.Therefore males form the "control" group. Thenegative regression coefficient of the SEXdummy variable connotes that the meanattitude score of famale students is lower thanthat of male students. However, the diferenceis not significant.
(p < 0.0001)
RegressionResidualF = 3.60774
Attitude and PersonalityOut of the 16 personality factors, only fourfactors came out significant at p < 0.05 orbetter. They were emotional stability (FC),surgency (FF), paranoid tendency (FL) andsophistication (FN). Of the four factors,paranoid tendency and sophistication wereinversely related with attitude.
Attitude and Entry QualificationEntry qualification (CERT) is a dummy variable which takes the value of 0 if the studenthas the SPM qualification and 1 if he or shehas the STPM qualification. Regression resultsshow that the coefficient of CERT is notsignificantly different from zero. Hence thereis no significant difference between the meansof attitude score of SPM holders and STPMholders.
Attitude and MotivesThree of the motive factors have pOSItIveregression coefficients (FACI, FAC3 andFACS), while the remaining two motives havenegative coefficients (FAC2 dan FAC4).However, none of the five coefficients arestatistically significant.
Mean Square1148.78515318.42248
Analysis of VarianceDF Sum of Squares25 28719.62876
136 43305.45766Signif F = .0000
Attitude and EthnicityFor the ethnicity variable, the Chinese andIndian trainees are being compared to theMalay trainees. The first dummy variable forthe ethnicity factor is CHI, which takes thevalue of 1 if the student is Chinese and 0
DISCUSSION
This study has shown that of the threeclassification variables used to explain attitude,only ethnicity is significantly related with thedependent variable.
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TABLE 2Regression analysis of attitude
Variable B SEB Beta T SigT
CERT -2.64268 3.83777 -.05211 -.689 .4922
SEX -.31768 4.10786 -.00749 -.077 .9385
IND 15.58049 4.54117 .32628 3.431 .0008 **CHI 9.28290 5.34345 .17528 1.737 .0846
FAC 1 1.63512 1.92565 .06440 .849 .3973
FAC2 -1.97463 2.05721 -.07568 -.960 .3388
FAC3 2.76936 2.03501 .10579 1.361 .1758
FAC4 -3.61124 1.90128 -.14280 -1.899 .0596
FAC5 2.97738 1.90633 .11601 1.562 .1206
FA .87801 .73699 .08737 1.191 .2356
FB .76753 1.02170 .05415 .751 .4538
FC 1.79908 .52062 .30640 3.456 .0007 **FE -.04051 .59013 -.00509 -.069 .9454
FF 1.12275 .56105 .14935 2.001 .0474 *FG -1.02207 .78831 -.09841 -.297 .1970
FH -.50489 .55220 -.07348 -.914 .3622
FI .00816 .65346 .00094 .012 .9901
FL -1.69863 .68136 -.18702 -2.493 .0139 *FM .31555 .66267 .03599 .476 .6347
FN -1.39434 .70401 -.14693 -1.981 .0497 *FO .54531 .63488 .08090 .859 .3919
FQl .48060 .63641 .05828 .755 .4514
FQ2 .87449 .65440 .10737 1.336 .1837
FQ3 1.46167 .79695 .13351 1.834 .0688
FQ4 .31909 .54466 .05561 .586 .5589
(Canst) -75.28079 29.78931 -2.527 .0126
** sig . at . 01 level* sig. at. 05 level
By using dummy variables for ethnicity, itis found that there are differences in the meanattitude score among the three ethnic groupsin the study. There had been reports on thedifference in attitude score according tocountry, namely United States and Ireland(Tarpey 1965) and England (Evans 1966).This difference may be attributed to thedifferent child-rearing practices which is afunction of attitude formation, as proposed bysocial-learning theory.
In comparing the child-rearing practicesin the United States and England, Lynn andGordon (1966) found American mothers to beless punitive and more extraverted than Eng-
lish mothers. It may be inferred from here thatextraverted mothers have a more liberalattitude towards children. This may be a reasonwhy the MTAI scores in the United States aregenerally higher than those in England orIreland.
Based on the evidence from the UnitedStates and England, the writer is inclined tobelieve that the difference in the mean attitudescores according to ethnicity is related towhether one group is more punitive in theirchild-rearing practice than the other group.
Of the 16 personality factors, emotionalstability (FC) came out very significant. Thisappears to be a powerful variable which has
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potential use in identifying and selectingteacher candidates. It may be inferred fromthis finding that an emotionally stable personis more likely to have positive attitude towardsteaching. Emotional stability has beendescribed by Ryans (1967) as a very desirablecharacteristic for school teachers.
From the result of this study, it is suggestedthat policy makers should select potential teachers on the basis of this personality trait. Aperson who is emotionally stable is normallyin control of himself or herself and would becalm in facing challenges.
One of the Deputy Education Ministersrecently expressed concern when he said thatteachers should not abuse the power vested inthem. He further admitted that, with about160,000 teachers in the country, it was difficultfor the Ministry to monitor the emotional stateof every teacher. In the light of this statement,there is no doubt that the selection of teachersis not a trivial matter in the education cycle.This view is reflected by the Minister ofEducation when he suggested that theselection of trainee teachers be tightened toensure that only genuinely interested andsuitable candidates are selected (The Star,March 24, 1987). If there was an objective andreliable method of selecting emotionally stableteachers, such undesirable teacher behaviourwould not have surfaced.
Society demands that school children behandled properly by their teachers. Society isconcerned with the increasing number ofemotionally disturbed teaching personnel inschools. However, one must remember thatteaching is not only challenging but alsotaxing. Much stress is encountered in teaching.There have been numerous incidents reportedboth in the literature as well as in the localpapers concerning emotionally disturbedteachers in the schools. Sources from theNational Union of the Teaching Professionsaid that at least 36 teachers from 50 largesized schools in Malacca alone were found tosuffer from mental problems (New Straits Times,March 12, 1987). The same newspaper alsoreports that there is at least one teacher ineach large-sized school who suffers from amental problem.
With reference to selection of teachertrainees, this study points towards the need forselecting potential teachers on the basis ofemotional stability. Items that measureemotional stability may be used in studentteacher selection.
CONCLUSION
In conclusion, the findings of the study didnot show the five motive factors to be goodpredictors of attitude. However, looking at thesigns of the regression coefficients, one maymake a tentative conclusion regarding motives.Students who rate themselves positively interms of their personal attributes, those whoare altruistically inclined and admit theychoose teaching as a direct influence fromother adults seem to have a positive attitudetowards teaching.
The influence factor has some implicationson the vocational guidance programme in thesecondary schools. Special talks need to begiven to secondary Ieavers on the importanceand advantage of a teaching career. Schoolcouncellors need to highlight the altruisticfactor of the "helping profession" andrecommend teaching as a carrer only topromising students.
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(Received 5 December, 1988)
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