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ERIC EJ1149722: The Validity of the Major Field Test in Psychology as a Programme Assessment Tool PDF

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The validity of the Major Field Test in Psychology as a programme assessment tool Shawn P. Gallagher & Shaun P. Cook The Major Field Test in Psychology (MFT) is a standardised test designed to assess subject mastery at the conclusion of an undergraduate career. Eighty-one graduating majors completed the MFT and 56 of them also took a multiple-choice exam of questions drawn randomly from an introductory psychology test bank. Like the MFT, the constructed exam was divided into four subscales. A second sample of 29 novice majors also completed the MFT. For the advanced majors, total and subscale scores from the two tests were highly correlated (all p<0.01). Advanced majors scored above national norms and were significantly better than the novices. However, few courses could be linked to performance in the associated MFT subscales but general academic indices like grade point average were highly predictive. The novice MFT scores were similar to the norms for advanced majors. We conclude that the MFT measures broad, basic understanding, not advanced mastery. Keywords:Major Field Test; programme assessment; undergraduate psychology programmes. L ARGE RESEARCH INSTITUTIONS have conference attendees discussed psychology long been compared internationally. education in the US and concluded, among The Shanghai-based Academic Ranking other things, that periodic assessment could of World Universities and the Times Higher not only improve the quality of undergrad- Education World Universities Rankings are uate psychology programmes but also influential but focus on quantifiable factors demonstrate the value of such programmes like research funding and publications and, to accrediting bodies and benefactors for the most part, ignore teaching (Altbach, (Halpern et al., 1993; McGovern, 1993). The 2012). This is also true for the rankings assessment movement has made significant published by US News and World Report, the progress in the past two decades and, at the most influential domestic scales of US insti- very least, has given faculty and administra- tutions, which only assesses learning indi- tors a set of useful lenses through which to rectly, using graduation rates (US News and review, evaluate, and improve their under- World Report LP, 2013). However, in the face graduate programmes. Assessment experts of the recent global recession, all US institu- have identified a number of domains that tions, especially publicly funded ones, are warrant periodic review including Student under increasing pressure to present objec- Learning, Curriculum, and Programme tive measures of student learning. For better Resources (Dunn et al., 2007). Of these, or worse, this kind of assessment, once the Student Learning is probably the most domain of the individual schools, may even- important to demonstrate but the most diffi- tually be used to compile national and inter- cult to quantify. Learning goals may not only national rankings of institutions and their vary across institutions but also within insti- major programmes. tutions as each psychology department In 1991, the American Psychological attempts to prepare students for a wide Association sponsored the St. Mary’s Confer- variety of career paths. ence on Enhancing the Quality of Under- One company, Educational Testing graduate Education in Psychology. The Services (ETS), produces a standardised Psychology Teaching Review Vol. 19 No 2, Autumn 2013 59 © The British Psychological Society Shawn P. Gallagher & Shaun P. Cook assessment test, a Major Field Test (MFT), (see the Appendix). ETS identifies partici- for psychology as well as several other under- pating institutions as those with five or more graduate subject areas. These tests are students taking the test in the 2010–2012 ‘designed to measure the critical knowledge period but there is no specific recruitment and understanding obtained by students in a protocol. Some institutions administer it major field of study (ETS, 2013)’. A report regularly to all graduating students (Stoloff published by ETS not only suggests that their & Feeney, 2002) but the cost of $25 US per products can be critical components of insti- exam might lead others, like ours, to admin- tutional assessment but also calls for their ister the test only periodically and to only a regular administration at all accredited US sample of students. The MFT test questions institutions: cover a wide range of topics in psychology, Post-secondary education today is not and test results are reported with a single driven by hard evidence of its total score as well as subscores for Learning effectiveness… A nationwide system of and Cognition (LRN), Perception, Sensory, accountability needs to be developed Physiology, Comparative, and Ethology within the context of efforts to monitor (PHYS), Clinical, Abnormal, and Personality and improve higher education… We (CLIN), and Developmental and Social recommend that… accrediting agencies (DEV). Although the objective results gener- be charged with integrating a nationwide ated by a widely-used test give us a conven- system of assessing student learning ient set of numbers to analyse and present, a into… ongoing reviews of institutions of review of the literature prompted us to take higher education (ETS, 2006). a closer look at the validity of the test For US institutions, especially those who rely (Frazier & Edmonds, 2002; Stoloff & Feeney, on government support and are annually 2002). scrutinised by a tax-paying public, the Thousands of psychology majors from message from ETS is clear: The MFT is not hundreds of institutions have taken the MFT, only a useful tool for measuring ‘critical and many departments have used MFT test knowledge and understanding’ but it is also results to evaluate their programmes and an objective, quantifiable way to for a revise their curricula (Dolinsky & Kelley, reviewing body, governmental or otherwise, 2010; ETS, 2013; Frazier & Edmonds, 2002; to address accountability and, possibly, influ- Stoloff & Feeney, 2002). According to ETS ence university rankings. The aim of this (2005), the MFT is a tool designed to ‘assess study was to evaluate the validity of the mastery of concepts, principles, and knowl- psychology MFT, a standardised multiple- edge expected of students at the conclusion choice test, as a useful tool for internal or of an academic major in specific subject external departmental assessment. Addition- areas’ (p.1). Presumably, performance on ally, the strategies that we have employed can the test will improve as a student progresses be applied to any such test that purports to through the undergraduate major and assess advanced understanding in a disci- acquires a deeper and more comprehensive pline. understanding of psychology. Advanced Our psychology department serves over majors should outperform novices. However, 500 undergraduate majors and aspires to the reports from those using the MFT in provide each one with a broad disciplinary programme assessment are, at best, incon- foundation. One element of our curricular clusive about the factors that lead to high review process includes the periodic admin- test scores. It is not surprising that MFT istration of the MFT. More than 7000 scores consistently correlate highly and students at 200 institutions have taken the significantly with general indicators of 140-question multiple-choice test since 2010 academic proficiency like grade point aver- 60 Psychology Teaching Review Vol. 19 No. 2, Autumn 2013 Validity of the Major Field Test ages (GPAs) and SAT1 (College Board) Method scores (Dolinsky & Kelley, 2010; Stoloff & Programme Feeney, 2002), but some found that these Our undergraduate programme requires measures have more predictive value than psychology majors to complete a minimum discipline-specific indicators of acquired of 33 credit hours in psychology. Most knowledge like the number of psychology students are between the ages of 18 and 22 courses taken (Dolinsky & Kelley, 2010; years and nearly half complete the under- Stoloff & Feeney, 2002). In fact, success on graduate programme of 120 credits in four the MFT has been linked to performance in years. Typical courses are worth three credit only a few courses (Stoloff & Feeney, 2002) hours and hold three weekly classroom or, as Frazier and Edmonds (2002) hours over a 14-week period. Lab courses concluded, just one. Although some courses carry four credits and require additional cover subjects named in the MFT subscale classroom hours that involve running exper- titles, Stoloff and Feeney (2002) concluded iments or learning computer applications. that students who take courses like All psychology students are required to take Abnormal Psychology, Social Psychology, a three-credit course in General Psychology and Developmental Psychology scored no and then two sequential four-credit courses better on the respective subscales than those in Statistics and Experimental Design. They who do not. must then choose at least one four-credit The published literature challenges the advanced lab course in Child Development, assertion that MFT scores reflect knowledge Cognitive Psychology, Learning and Motiva- acquired at ‘the conclusion of an academic tion, or Sensation and Perception. Students major’ in psychology. Although our informal select the remainder of courses according to review of past MFT questions suggested that their interests and career objectives. the psychology test had high face validity, it Percentage grades for each course are also revealed that many of the questions converted to grade points that fall on a scale dealt with foundational material covered in from 0 (65 per cent or lower) to 4.0 (95 per our introductory psychology course (see the cent or higher). These points are then used Appendix for sample questions). Results to calculate a grade point average for all found in the published literature (e.g. courses (overall GPA) as well as psychology Frazier & Edmonds, 2002; Stoloff & Feeney, courses in particular (major GPA). Psycho- 2002) also suggest that the MFT may be logy majors who fail to achieve a major GPA assessing a student’s mastery of basic of 2.25 by the end of their second year are concepts that are then reinforced in typically dismissed from the programme. advanced courses. We, therefore, hypothe- Psychology majors who fail to achieve an sised that MFT total scores and subscores overall GPA of 2.0 are not awarded degrees. would correlate with results from an assess- ment test that we constructed with questions Participants randomly drawn from an introductory Eighty-one advanced psychology majors, psychology textbook’s test bank. We also defined as students who were within one hypothesised that, despite the fact that our month of completing the required advanced majors historically perform at or minimum of 33 credits hours in psychology above the national MFT means, a sample of (M=41.1 credits, SD=8.27), took the MFT as novice psychology majors would also score well as other assessments and surveys. close to the normative means. A second sample of novice majors (N=29), 1 The SAT is a standardised test used for admissions at most undergraduate institutions in the US. It contains three major sections: Critical Reading, Mathematics, and Writing. Psychology Teaching Review Vol. 19 No. 2, Autumn 2013 61 Shawn P. Gallagher & Shaun P. Cook having completed no more than six credit from those of the MFT (χ2(4)=2.06, p>.05) hours of psychology (two courses), also took which also includes questions (about 20 per the MFT. We recruited the students two cent) that are not specific to any subgroup weeks in advance and told them that they and used only in the total score calculation were going to take a test of general subject (ETS, 2005). knowledge. They were not instructed to study for the tests and were given course Procedure credit for participation, regardless of We administered tests with campus performance. computers during single, uninterrupted blocks of no more than two hours. Although Materials proctors were available, no student The assessment tests included the web-based requested assistance after receiving instruc- version of the MFT and a 100-question intro- tions and starting a test. We counterbalanced ductory psychology final exam (IPFE) that the order of the MFT and IPFE for the we created with ExamView® software advanced majors at intervals of between two (Version 5.2.0 FS Creations/now eInstruc- and 14 days. Students took the online MFT tion, Denton TX) that accompanied an according to ETS protocol, and results were introductory psychology textbook by James automatically submitted to and scored by Kalat (2005). The questions are published in ETS. We then accessed overall and subscale the book’s test bank (Meine & Kalat, 2005). scores through the ETS website. We could This textbook was currently not in use at the not access answers to specific test questions university and was chosen because of the or determine how many questions had been author’s expertise in the development of answered. When students completed the standardised tests including the Graduate IPFE, the software scored the tests and Record Examination (GRE) in psychology, emailed results to the first author. We also produced by ETS (Kalat & Matlin, entered the responses into a spreadsheet 2000). The ExamView® software automati- application that calculated subscale scores. cally selected 100 multiple-choice questions from a final exam question pool and Results compiled them in the form of a single exam. Table 1 summarises mean GPA, SAT and We then used the software to convert the MFT scores for the advanced and novice exam to an HTML file that could be loaded majors. MFT scores are reported on a scale onto a university server and administered via from 120 to 200; raw scores are not provided. campus computers. The authors independ- For the advanced students, major GPAs ently categorised each IPFE question into no (M=3.14, SD=0.57) were similar to their more than two of the MFT subgroups, and overall GPAs (M=3.15, SD=0.52), and the only questions nominated by both authors mean overall GPA did not differ significantly were included in a given subscale score. from that of the previous year’s graduates Distributions were as follows; 23 questions (z=1.35, p=0.18, two-tailed). MFT total and were classified under LRN, 18 were classified subscale scores were significantly correlated under PHYS, 21 were classified under CLIN, with all GPA and SAT measures (Table 2). and 17 were classified under DEV. Four ques- The advanced majors (N=81) performed tions were scored under two of the four well on the MFT (M=160.7, SD=15.0, Range: subgroups, and the remaining 25 questions 126 to 196) and the total and subscale score pertained to other areas, such as ethics and means were all above the corresponding methodology, and were used only in the total normative means with the DEV subscale score calculation. Surprisingly, the propor- mean being the only one not significantly so tions of questions allotted to each subgroup (all other p<0.05, two-tailed z, N=7077). in the IPFE were not significantly different Of the advanced majors who completed the 62 Psychology Teaching Review Vol. 19 No. 2, Autumn 2013 Validity of the Major Field Test ), d e t e pl m o edits c vice normal,e for all ychology crN=7077). ormative–No – – – – z=1.32 z=1.28 z=–0.04 z=1.08 z=1.09 LIN=clinical, abde point averag 3 psple ( N ogy; CA=gra omparison of GPA, SAT, and MFT total and subscale scores for Advanced Majors (>=3Novice Majors (<=6 psychology credits completed), and the Normative Sam AdvancedNovice NormativeAdvanced–NoviceMajorsMajorsSampleM (SD)M (SD)M (SD) GPA Overall3.15 (0.52)3.29 (0.59)–t(107)=–1.21 SAT Reading526.0 (79.5)555.6 (73.1)–t(78)=–1.41 SAT Math509.2 (89.0)535.0 (70.9)–t(78)=–1.13 SAT Writing522.0 (74.2)543.9 (81.3)–t(71)=–1.06 MFT Total160.7 (15.0)152.3 (12.9)156.1 (15.5)t(108)=2.69*, d=0.26 MFT: LRN59.1 (15.5)52.0 (12.8)55.6 (15.2)t(108)=2.22*, d=0.21 MFT: PHYS62.8 (15.5)56.2 (11.9)56.1 (14.7)t(108)=2.09*, d=0.20 MFT: CLIN60.9 (14.9)53.3 (14.8)56.4 (15.4)t(108)=2.37*, d=0.23 MFT: DEV57.9 (14.3)52.5 (15.3)55.5 (14.8)t(108)=1.71*, d=0.16 MFT=Major Field Test; LRN=learning and cognition; PHYS=perception, sensation, physiology, comparative, and etholand personality; DEV=developmental and social; Major GPA=grade point average for psychology courses; Overall GPcourses. *p<0.05, one-tailed. C 1: e bl a T Psychology Teaching Review Vol. 19 No. 2, Autumn 2013 63 Shawn P. Gallagher & Shaun P. Cook s. e r o c s T F M h t wi s e al c am Scores and Academic S MFT: CLINMFT: DEV .77**.64** .71**.63** .63**.55** .69**.49** .62**.55** .67**.61** .64**.54** .30**.31** .50**.54** .30*.41** .51**.46** m an introductory text (Kalat, 2005)nsation, physiology, comparative,cial; Major GPA=grade pointajor Credits=Psychology Credits ajors: Pearson correlations of Introductory Psychology Final Ex MFT: TotalMFT: LRNMFT: PHYS IPFE: Totalr(54).83**.75**.71** IPFE: LRNr(54).79**.74**.66** IPFE: PHYSr(54).71**.66**.68** IPFE: CLINr(54).72**.66**.61** IPFE: DEVr(54).68**.56**.63** Major GPAr(79).73**.70**.56** Overall GPAr(78).69**.65**.53** Major Creditsr(79).41**.43**.42** SAT Readingr(60).59**.52**.44** SAT Mathr(60).47**.44**.44** SAT Writingr(53).58**.50**.39** IPFE=Introductory Psychology Final Exam based on questions selected randomly frotest bank; MFT=Major Field Test; LRN=learning and cognition; PHYS=perception, seand ethology; CLIN=clinical, abnormal, and personality; DEV=developmental and soaverage for psychology courses; Overall GPA=grade point average for all courses. MCompleted.*p<0.05, **p<0.01, correlations for corresponding subscale scores are in bold. M d e c n a v d A 2: e bl a T 64 Psychology Teaching Review Vol. 19 No. 2, Autumn 2013 Validity of the Major Field Test y; g V o MFT scores. MFT: DE .58** .71** .69** .55* ative, and etholverage for Table 3: Novice Majors: Pearson correlations of Academic Scales with MFT: TotalMFT: LRNMFT: PHYSMFT: CLIN Overall GPAr(29).58**.59**.21.45* SAT Readingr(18).75**.70**.65**.62** SAT Mathr(18).77**.70**.79**.62** SAT Writingr(18).63**.70**.37.48* MFT=Major Field Test; LRN=learning and cognition; PHYS=perception, sensation, physiology, comparCLIN=clinical, abnormal, and personality; DEV=developmental and social; Overall GPA=grade point aall courses.*p<0.05, **p<0.01 Psychology Teaching Review Vol. 19 No. 2, Autumn 2013 65 Shawn P. Gallagher & Shaun P. Cook MFT, 56 also completed the IPFE. Table 2 our advanced majors. This analysis did not shows the Pearson correlations between the allow us to look at the effects of the three elements of the MFT and IPFE. The MFT required courses taken by all advanced total scores and subtest scores correlated students (General Psychology, Statistics and significantly not only with their IPFE coun- Experimental Design I & II) and we terparts but also with every other element of excluded broad content courses that could the IPFE. The IPFE LRN and PHYS subscale be applied to all four subscales (History and scores correlated best with their MFT coun- Systems, Tests and Measurements). Using terparts. Major GPA, overall GPA, and major t-tests to compare the mean scores of those credits completed also correlated signifi- who did and did not take specific courses, we cantly with all MFT scores (all p<0.05). found no content-specific effects for 17 All the novice majors (N=29), had courses (all p>0.10) which, based on course completed a course in introductory descriptions, should contribute to specific psychology, and 11 of the 29 had also MFT subscale scores (Table 4). The litera- completed a course in child development. ture provides little evidence linking specific For the novice majors, MFT total and courses to subscale scores but Dolinsky and subscale means were all significantly lower Kelley (2010) noted dramatic improvements than those of the advanced majors in PHYS subscale scores after the implemen- (M=152.3, SD=12.9, Range: 131 to 174), tation of a required second-year course in although effect sizes were modest (Cohen’s physiological psychology. In our case, those d). Novice means were not significantly who took physiological psychology (N=29), lower than the normative means provided by outperformed their peers in all MFT meas- ETS (all p>.05, one-tailed z). Five novice ures (all p<0.01, one-tailed t). Those taking majors had MFT total scores that placed physiological psychology also had higher them above the 80th percentile for the indi- major GPAs (t(79)=2.34, p=0.01, one-tailed) vidual national normative scores (ETS, and completed more credits (t(79)=5.76, 2013). MFT total scores and most subscale p<0.01, one-tailed) than their counterparts. scores were highly correlated with GPA and A similar broad, nonspecific effect was SAT scores (Table 2). observed for History and Systems. Both of We performed a stepwise linear regres- these courses tend to attract students with sion analysis to predict MFT total scores graduate school aspirations. from Major GPA, Major Credits, SAT In a final, exaggerated effort to find a Reading, SAT Math, and SAT Writing scores. link between course content and an MFT Overall GPA was highly collinear with Major subscale score, we decided to compare two GPA (r=.92) and, therefore, excluded from specific groups of advanced majors. Students the analysis. Each of the predictor variables who take physiological psychology often had a significant (p<.05) zero-order correla- have plans to pursue graduate training in tion with MFT total score (Table 2), but only experimental psychology and we were not Major GPA (β=.44), Major Credits (β=.28), surprised by the performance of this highly and SAT Writing (β=.29) had significant motivated group. We compared these partial effects in the full model (all p<.01). students to a second group of motivated The model employing only these three students with postgraduate plans in clinical, predictors accounted for 62 per cent of the rather than experimental, psychology. In our variance in MFT total score, (F(3,51)=27.96, case, such students can be found by identi- p<.001). fying those who have taken both abnormal Like Stoloff and Feeney (2002), we exam- psychology and personality theory, two topics ined the effect of completing specific that fall firmly within CLIN subscale of the courses on MFT performance for all courses MFT. We compared students who took both completed by 10 per cent to 90 per cent of of these courses but not physiological 66 Psychology Teaching Review Vol. 19 No. 2, Autumn 2013 Validity of the Major Field Test Table 4: Courses taken by 10 to 90 per cent of advanced majors for which no content-specific effect on MFT was observed. Each course is listed along with the abbreviation of the subscales for which a specific effect might be anticipated. Required courses taken by all students (General Psychology, Statistics and Experimental Design I & II) and those with broad content (History and Systems of Psychology, Tests and Measurements) were not included. Abnormal Psychology –CLIN Behavior Modification – LRN, CLIN Childhood Disorders – CLIN, DEV Cognitive Psychology – LRN, PHYS Counseling Strategies – CLIN Child Development Lab - DEV Drug Addiction – CLIN, PHYS Family Systems – CLIN Health Psychology – PHYS Human Adjustment – CLIN Human Relations – CLIN, DEV Industrial/Organisational Psychology – DEV Learning and Motivation – LRN, PHYS Lifespan and Human Development – DEV Personality Theory – CLIN Sensation and Perception – PHYS Social Psychology – DEV LRN=learning and cognition; PHYS=perception, sensation, physiology, comparative, and ethology; CLIN=clinical, abnormal, and personality; DEV=developmental and social. psychology (N=37, M=63.27, SD=13.4) to samples, we suspect that the seemingly para- those who took physiological psychology but doxical result is due to exposure to broad, not abnormal psychology or personality basic content. theory (N=16, M=60.81, SD=19.9). Contrary to our hypothesis, those who took physio- Discussion logical psychology but not the two clinical Our department has been using the MFT for courses had a higher mean CLIN subscale several years as part of our periodic review score (M=66.7, SD=11.01) than those who process. Although the results are objective took the clinical courses but not physiolog- and simple to compile and present, ical psychology (M=58.5, SD=15.3). These published reports compelled us to evaluate two groups did not differ significantly in the test’s validity (Frazier & Edmonds, 2002; mean major GPA (t(51)=1.16, p=.25, two- Stoloff & Feeney, 2002). Previous studies tailed), overall GPA (t(51)=.836, p=.41, two- have challenged the notion that multiple tailed), or SAT scores (all p>0.1, two-tailed t). choice exams can measure critical thinking The physiological psychology group did, skills (Stanger-Hall, 2012) and found that however, complete more major credits they typically over-estimate general content (t(51)=5.31, p<0.01). For these matched mastery (Funk & Dickson, 2011). The results Psychology Teaching Review Vol. 19 No. 2, Autumn 2013 67 Shawn P. Gallagher & Shaun P. Cook of our investigation are consistent with these supplemental psychology education or findings and have led us to four conclusions. training; two had completed only General First, MFT total and subscale scores can be Psychology, and three had completed predicted by performance on a comprehen- General Psychology and Child Development. sive introductory psychology exam. Second, We suspect that exceptional novice students although our advanced students performed from any university would do well on the well on the MFT, as predicted by Stoloff and MFT, and the gaps we observed between Feeney (2002), we found no link between advanced and novice scores might be even specific courses and MFT subscale scores. smaller for departments with two-semester Third, novice majors can perform well on introductory psychology requirements. the MFT despite having completed no more Although they will not have data that they than two psychology courses. Finally, can directly compare to a normative sample, performance on the MFT appears to be a we recommend that, if a department aspires function of overall academic potential as to measure the broad, basic content knowl- measured by standardised tests and GPA. edge of its advanced majors, they construct In our opinion, the sample questions an IPFE of their own with questions from a provided by ETS (Appendix A) and the ques- comprehensive introductory psychology tions that we have seen on the actual tests textbook. assess basic, introductory-level knowledge. Although our specific claim that the MFT Although we observed significantly different fails to validly assess mastery might be new, MFT scores between novice and advanced our results are consistent with many previous students, the question of what led to these reports. Like Stoloff and Feeney (2002), we differences remains. We suspect that these found that although psychology credits differences are due to the fact that the completed was significantly correlated with advanced students have had more opportu- MFT total, GPA, either Overall or Major, nities to review and discuss basic material accounted for approximately 50 per cent of common in introductory courses. The the variance in MFT total while credits students who do well on the MFT might well completed accounted for less than 20 per have a deep understanding of psychology, cent of the variance. In another study but they also have had many opportunities to exploring MFT correlates, Frazier and review core content; basic Freudian princi- Edmonds (2002) found that, of all the ples get reinforced through courses in academic indicators evaluated, MFT scores Personality Theory or Abnormal Psychology were predicted only by performance in a and basic Neuroanatomy is reviewed in single in-depth, and closely mentored, courses like Sensation and Perception. Our research methods course. The authors noted top-scoring novices are exceptional students that those who excel in this class are typically who have performed well in all of their those planning on graduate school and, we college courses and have probably mastered suggest, that they were the ones who made a the material they have encountered so far. point of mastering the basics from the begin- However, regardless of how exceptional a ning. novice student happens to be, a test In a four-year longitudinal study, ‘designed to assess mastery of concepts, prin- Dolinsky and Kelly (2010) noted impressive ciples, and knowledge expected of students gains in MFT scores after converting at the conclusion of an academic major’ Abnormal Psychology, Physiological (ETS, 2005) should contain material well Psychology, and History and Systems from beyond his or her reach. Although one of optional to required courses. Although it is our five top-scoring novice students took an likely that the course in Abnormal advanced placement psychology course in Psychology contributed to the gains in the high school, none of the others had any CLIN subscale scores and that Physiological 68 Psychology Teaching Review Vol. 19 No. 2, Autumn 2013

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