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Volumn 12, Issue 1, 2004, Pages

Structural model of the effects of cognitive and affective factors on the achievement of Arabic-speaking pre-service teachers in introductory statistics

Author keywords

Achievement; Affective variable; Attitude toward mathematics; Cognitive variable; Mathematical aptitude; Mathematics anxiety; Statistics anxiety

Indexed keywords


EID: 2942699991     PISSN: 10691898     EISSN: None     Source Type: Journal    
DOI: 10.1080/10691898.2004.11910717     Document Type: Review
Times cited : (68)

References (69)
  • 1
    • 0022801049 scopus 로고
    • "Analysis of the relationship between anxiety about mathematics and performance"
    • Adams, N. A., and Holcomb, W. R. (1986), "Analysis of the relationship between anxiety about mathematics and performance," Psychological Reports, 59, 943-948.
    • (1986) Psychological Reports , vol.59 , pp. 943-948
    • Adams, N.A.1    Holcomb, W.R.2
  • 2
    • 2942756432 scopus 로고
    • "Attitudes measurement research"
    • ed. D. A. Payne, San Francisco: Jossey-Bass
    • Aiken, L. R. (1980), "Attitudes measurement research," in Recent developments in affective measurement, ed. D. A. Payne, San Francisco: Jossey-Bass, pp. 1-24.
    • (1980) Recent Developments in Affective Measurement , pp. 1-24
    • Aiken, L.R.1
  • 3
    • 34147096911 scopus 로고
    • "The effect of sampling error on convergence, improper solutions, and goodness-of-fit indices for maximum likelihood confirmatory factor analysis"
    • Anderson, J. C., and Gerbing, D. W. (1984), "The effect of sampling error on convergence, improper solutions, and goodness-of-fit indices for maximum likelihood confirmatory factor analysis," Psychometrica, 49, 155-173.
    • (1984) Psychometrica , vol.49 , pp. 155-173
    • Anderson, J.C.1    Gerbing, D.W.2
  • 4
    • 0013066261 scopus 로고
    • "Factors related to attitudes toward statistics: A study with a Spanish sample"
    • paper presented at the Annual Meeting of the American Educational Research Association, Chicago, IL
    • Auzmendi, E. (1991, April), "Factors related to attitudes toward statistics: A study with a Spanish sample," paper presented at the Annual Meeting of the American Educational Research Association, Chicago, IL.
    • (1991)
    • Auzmendi, E.1
  • 5
    • 0141560214 scopus 로고    scopus 로고
    • "International students have statistics anxiety too"
    • Bell, A. J. (1998), "International students have statistics anxiety too," Education, 118, 634-636.
    • (1998) Education , vol.118 , pp. 634-636
    • Bell, A.J.1
  • 10
    • 1342280591 scopus 로고    scopus 로고
    • "Authentic assessment models for statistics education"
    • eds. I. Gal and J. B. Garfield, Amsterdam: IOS
    • Colvin, S., and Vos, E. K. (1997), "Authentic assessment models for statistics education," in The assessment challenges in statistics education, eds. I. Gal and J. B. Garfield, Amsterdam: IOS, pp. 27-36.
    • (1997) The Assessment Challenges in Statistics Education , pp. 27-36
    • Colvin, S.1    Vos, E.K.2
  • 11
    • 0039153254 scopus 로고
    • "Development and validation of an instrument to measure statistical anxiety"
    • American Statistical Association
    • Cruise, J. R., Cash, R.W., and Bolton, L. D. (1985), "Development and validation of an instrument to measure statistical anxiety," in Proceedings of the Section on Statistical Education, American Statistical Association, pp. 92-98.
    • (1985) Proceedings of the Section on Statistical Education , pp. 92-98
    • Cruise, J.R.1    Cash, R.W.2    Bolton, L.D.3
  • 12
    • 2942730271 scopus 로고
    • "A psychological model of introductory statistics course completion"
    • paper presented at the annual meeting of the American Educational Research Association, San Francisco, CA
    • Del Vecchio, A. (1995), "A psychological model of introductory statistics course completion," paper presented at the annual meeting of the American Educational Research Association, San Francisco, CA.
    • (1995)
    • Del Vecchio, A.1
  • 13
    • 22144444619 scopus 로고    scopus 로고
    • "The effects of sample size, estimation methods, and model specification on SEM fit indices"
    • Fan, X., Thompson, B., and Wang, L. (1999), "The effects of sample size, estimation methods, and model specification on SEM fit indices," Structural Equation Modeling, 6, 56-83.
    • (1999) Structural Equation Modeling , vol.6 , pp. 56-83
    • Fan, X.1    Thompson, B.2    Wang, L.3
  • 14
    • 0003124207 scopus 로고
    • "Affective and cognitive correlates of course performance in introductory statistics"
    • Feinberg, F., and Halprin, S. (1978), "Affective and cognitive correlates of course performance in introductory statistics," Journal of Experimental Education, 46, 11-18.
    • (1978) Journal of Experimental Education , vol.46 , pp. 11-18
    • Feinberg, F.1    Halprin, S.2
  • 15
    • 0007260795 scopus 로고
    • "Fennema-Sherman mathematics attitude scales: Instruments designed to measure attitude toward the learning of mathematics by females and males"
    • Fennema, L., and Sherman, J. A. (1976), "Fennema-Sherman mathematics attitude scales: Instruments designed to measure attitude toward the learning of mathematics by females and males," Journal for Research in Mathematics Education, 7, 324-326.
    • (1976) Journal for Research in Mathematics Education , vol.7 , pp. 324-326
    • Fennema, L.1    Sherman, J.A.2
  • 16
  • 17
    • 2942724900 scopus 로고
    • "Impact of social context on the relationship between achievement motivation and anxiety, expectation or social conformity"
    • Fontaine, M. A. (1991), "Impact of social context on the relationship between achievement motivation and anxiety, expectation or social conformity," Personality and Individual Differences, 12, 457-466.
    • (1991) Personality and Individual Differences , vol.12 , pp. 457-466
    • Fontaine, M.A.1
  • 19
    • 2942721238 scopus 로고    scopus 로고
    • "Curricular goals and assessment challenges in statistics education"
    • eds. I. Gal and J. B. Garfield, Amsterdam: IOS
    • Gal, I., and Garfield, J. B., (1997), "Curricular goals and assessment challenges in statistics education," in The assessment challenges in statistics education, eds. I. Gal and J. B. Garfield, Amsterdam: IOS, pp. 1-13.
    • (1997) The Assessment Challenges in Statistics Education , pp. 1-13
    • Gal, I.1    Garfield, J.B.2
  • 20
    • 0003325833 scopus 로고
    • "The rule of beliefs and attitude in learning statistics: Toward an assessment framework
    • [Online]
    • Gal, L. B., and Ginsburg, L. (1994), "The rule of beliefs and attitude in learning statistics: toward an assessment framework. Journal of Statistics Education [Online], 2(2). http://www.amstat.org/publications/jse/v2n2/gal.html
    • (1994) Journal of Statistics Education , vol.2 , Issue.2
    • Gal, L.B.1    Ginsburg, L.2
  • 21
    • 0010083411 scopus 로고    scopus 로고
    • "Mentoring attitudes and beliefs in statistics education"
    • eds. I. Gal and J. B. Garfield, Amsterdam: IOS
    • Gal, L. B., Ginsburg, L., and Schau, C. (1997), "Mentoring attitudes and beliefs in statistics education," in The assessment challenges in statistics education, eds. I. Gal and J. B. Garfield, Amsterdam: IOS, pp. 37-51.
    • (1997) The Assessment Challenges in Statistics Education , pp. 37-51
    • Gal, L.B.1    Ginsburg, L.2    Schau, C.3
  • 24
    • 0001760242 scopus 로고
    • "The effects of sampling error and model characteristics on parameter estimation for maximum likelihood confirmatory factor analysis"
    • Gerbing, D. W., and Anderson, J. C. (1985), "The effects of sampling error and model characteristics on parameter estimation for maximum likelihood confirmatory factor analysis", Multivariate Behavioral Research, 20, 255-271.
    • (1985) Multivariate Behavioral Research , vol.20 , pp. 255-271
    • Gerbing, D.W.1    Anderson, J.C.2
  • 25
    • 2942754592 scopus 로고    scopus 로고
    • "The people side of performance improvement"
    • Gerson, F. R. (1999), "The people side of performance improvement," Performance Improvement, 38, 19-23.
    • (1999) Performance Improvement , vol.38 , pp. 19-23
    • Gerson, F.R.1
  • 26
    • 0039729026 scopus 로고
    • "Attitude toward applied statistics of postgraduate students in Transco"
    • Glencross, M. J., and Cherian, V. I. (1992), "Attitude toward applied statistics of postgraduate students in Transco," Psychological Reports, 70, 67-75.
    • (1992) Psychological Reports , vol.70 , pp. 67-75
    • Glencross, M.J.1    Cherian, V.I.2
  • 27
    • 0001373478 scopus 로고
    • "Cognitive processes in mathematics anxiety and test anxiety: The rule of appraisals, internal dialogue and attributions"
    • Hunsley, J. (1987), "Cognitive processes in mathematics anxiety and test anxiety: the rule of appraisals, internal dialogue and attributions," Journal of Educational Psychology, 79, 388-392.
    • (1987) Journal of Educational Psychology , vol.79 , pp. 388-392
    • Hunsley, J.1
  • 30
    • 0037814438 scopus 로고
    • "Investigating a causal model of second language acquisition: Where does personality fit?"
    • Lalonde, R, N., and Gardner, R. C. (1984), "Investigating a causal model of second language acquisition: Where does personality fit?," Canadian Journal of Behavioral Science, 16, 224-237.
    • (1984) Canadian Journal of Behavioral Science , vol.16 , pp. 224-237
    • Lalonde, R.N.1    Gardner, R.C.2
  • 31
    • 21144473544 scopus 로고
    • "Statistics as a second language: Predicting performance of psychology students"
    • Lalonde, R. N., and Gardner, R. C. (1993), "Statistics as a second language: Predicting performance of psychology students," Canadian Journal of Behavioral Science, 25, 108-125.
    • (1993) Canadian Journal of Behavioral Science , vol.25 , pp. 108-125
    • Lalonde, R.N.1    Gardner, R.C.2
  • 32
    • 2942739677 scopus 로고
    • Alexandria, VA: Association for Supervision and Curriculum Development
    • Levin, T., and Long, R. (1981), Effective instruction, Alexandria, VA: Association for Supervision and Curriculum Development.
    • (1981) Effective Instruction
    • Levin, T.1    Long, R.2
  • 33
    • 0347494897 scopus 로고
    • "Predicting math anxiety and course performance in college women and men"
    • Llabre, M., and Suarez, E. (1985), "Predicting math anxiety and course performance in college women and men," Journal of Counseling Psychology, 32, 283-287.
    • (1985) Journal of Counseling Psychology , vol.32 , pp. 283-287
    • Llabre, M.1    Suarez, E.2
  • 34
    • 0040759112 scopus 로고
    • "The achievement motives scale (AMS): Theoretical basis results from a first try-out of Czech form"
    • Man, F., Nygärd, R., and Gjesme, T. (1994), "The achievement motives scale (AMS): theoretical basis results from a first try-out of Czech form," Scandinavian Journal of Educational Research, 38, 3-4.
    • (1994) Scandinavian Journal of Educational Research , vol.38 , pp. 3-4
    • Man, F.1    Nygärd, R.2    Gjesme, T.3
  • 35
    • 0032221781 scopus 로고    scopus 로고
    • "Is more ever too much? The number of indicators per factor in confirmatory factor analysis"
    • Marsh, H. W., Hau, K.-T., Balla, J. R., and Grayson, D. (1998), "Is more ever too much? The number of indicators per factor in confirmatory factor analysis," Multivariate Behavioral Research, 33, 181-220.
    • (1998) Multivariate Behavioral Research , vol.33 , pp. 181-220
    • Marsh, H.W.1    Hau, K.-T.2    Balla, J.R.3    Grayson, D.4
  • 36
    • 2942750759 scopus 로고    scopus 로고
    • "Full and limited information strategies for incorporating measurement error in regression models"
    • paper presented at the Southern Management Association Meeting. Atlanta GA
    • McDonald, A. R., and Seifert, F. C. (1999, October), "Full and limited information strategies for incorporating measurement error in regression models," paper presented at the Southern Management Association Meeting. Atlanta GA.
    • (1999)
    • McDonald, A.R.1    Seifert, F.C.2
  • 37
    • 21844526843 scopus 로고
    • "Research on affect in mathematics learning in the JRME: 1970 to present"
    • McLeod, D. B. (1992), "Research on affect in mathematics learning in the JRME: 1970 to present," Journal of Research in Mathematics Education, 25, 637-647.
    • (1992) Journal of Research in Mathematics Education , vol.25 , pp. 637-647
    • McLeod, D.B.1
  • 38
    • 2942733922 scopus 로고    scopus 로고
    • "Attitude toward statistics and statistics anxiety among college students: Structure and relationship to prior mathematics experience and performance in introductory statistics course"
    • paper presented at the Annual Meeting of the Stress and Anxiety Society (STAR), Istanbul, Turkey
    • Nasser, F. (1998, July), "Attitude toward statistics and statistics anxiety among college students: Structure and relationship to prior mathematics experience and performance in introductory statistics course," paper presented at the Annual Meeting of the Stress and Anxiety Society (STAR), Istanbul, Turkey.
    • (1998)
    • Nasser, F.1
  • 40
    • 2942745126 scopus 로고    scopus 로고
    • "A Monte Carlo study investigating the impact of item parceling strategies on measures of fit in confirmatory factor analysis"
    • paper presented at the Annual Meeting of the American Educational Research Association. New Orleans, LA
    • Nasser, F., and Wisenbaker, J. (2002, April), "A Monte Carlo study investigating the impact of item parceling strategies on measures of fit in confirmatory factor analysis," paper presented at the Annual Meeting of the American Educational Research Association. New Orleans, LA.
    • (2002)
    • Nasser, F.1    Wisenbaker, J.2
  • 43
    • 0013114640 scopus 로고    scopus 로고
    • "Statistics anxiety: A function of learning style?"
    • Onwuegbuzie, J. A. (1998), "Statistics anxiety: A function of learning style?," Research in Schools, 5, 43-52.
    • (1998) Research in Schools , vol.5 , pp. 43-52
    • Onwuegbuzie, J.A.1
  • 44
    • 0040809150 scopus 로고    scopus 로고
    • "Statistics anxiety and the role of self-perception"
    • Onwuegbuzie, J. A. (2000), "Statistics anxiety and the role of self-perception," Journal of Educational Research, 93, 323-330.
    • (2000) Journal of Educational Research , vol.93 , pp. 323-330
    • Onwuegbuzie, J.A.1
  • 45
    • 2942706499 scopus 로고
    • "Attitude toward statistics of Flemish students in psychology and education"
    • Ossola, Y. (1970), "Attitude toward statistics of Flemish students in psychology and education," Psychological Belgica, 10, 83-98.
    • (1970) Psychological Belgica , vol.10 , pp. 83-98
    • Ossola, Y.1
  • 46
    • 84973702969 scopus 로고
    • "The development and validation of the Revised Version of the Mathematics Anxiety Rating Scale"
    • Parker, C. S., and Plake, B. S. (1982), "The development and validation of the Revised Version of the Mathematics Anxiety Rating Scale," Educational and Psychological Measurement, 42, 551-557.
    • (1982) Educational and Psychological Measurement , vol.42 , pp. 551-557
    • Parker, C.S.1    Plake, B.S.2
  • 47
    • 0004228334 scopus 로고
    • "The relationship between attitude toward statistics, mathematics self-concept, test anxiety and graduate students' achievement in introductory statistics course"
    • unpublished manuscript, National College of Education, Evanston, IL
    • Perney. J., and Ravid, R. (1991), "The relationship between attitude toward statistics, mathematics self-concept, test anxiety and graduate students' achievement in introductory statistics course," unpublished manuscript, National College of Education, Evanston, IL.
    • (1991)
    • Perney, J.1    Ravid, R.2
  • 48
    • 2942737669 scopus 로고
    • "If it's enjoyable, is it science?"
    • Ramsden, M. J. (1992), "If it's enjoyable, is it science?," School Science Review, 73, 65-71.
    • (1992) School Science Review , vol.73 , pp. 65-71
    • Ramsden, M.J.1
  • 50
  • 51
    • 0009395483 scopus 로고    scopus 로고
    • "Assessing students' connected understanding of statistical relationship"
    • eds. I. Gal and J. B. Garfield, Amsterdam: IOS
    • Schau, C., and Mattern, N. (1997), "Assessing students' connected understanding of statistical relationship," in The assessment challenges in statistics education, eds. I. Gal and J. B. Garfield, Amsterdam: IOS, pp. 91-104.
    • (1997) The Assessment Challenges in Statistics Education , pp. 91-104
    • Schau, C.1    Mattern, N.2
  • 53
    • 2942730272 scopus 로고
    • "A multiple method study of student attitude toward statistics"
    • paper presented at the Fourth International Conference on Teaching Statistics, Marrakech, Morocco
    • Scott, J. S., and Wisenbaker, J. M. (1994, July), "A multiple method study of student attitude toward statistics," paper presented at the Fourth International Conference on Teaching Statistics, Marrakech, Morocco.
    • (1994)
    • Scott, J.S.1    Wisenbaker, J.M.2
  • 54
    • 0000871537 scopus 로고
    • "Resampling: A tool for everyday statistical work"
    • Simon, J. L., and Bruce, P. (1991), "Resampling: a tool for everyday statistical work," Chance, 4, 22-32.
    • (1991) Chance , vol.4 , pp. 22-32
    • Simon, J.L.1    Bruce, P.2
  • 56
    • 84990517397 scopus 로고
    • "Conceptual, computational, and attitudinal correlates of student performance in introductory statistics"
    • Thompson, A. P., and Smith, L. M. (1982), "Conceptual, computational, and attitudinal correlates of student performance in introductory statistics," Australian Psychologist, 17, 191-197.
    • (1982) Australian Psychologist , vol.17 , pp. 191-197
    • Thompson, A.P.1    Smith, L.M.2
  • 58
    • 2942700696 scopus 로고
    • "Teaching mathematics and statistics to adults who are keen on psychology"
    • Vidal-Madjar, A. (1978), "Teaching mathematics and statistics to adults who are keen on psychology," Educational Studies in Mathematics, 9, 381-390.
    • (1978) Educational Studies in Mathematics , vol.9 , pp. 381-390
    • Vidal-Madjar, A.1
  • 59
    • 0032378006 scopus 로고    scopus 로고
    • "Affects of variable and subject sampling on factor pattern recovery"
    • Velicer, F. W., and Fava, L. J. (1998), "Affects of variable and subject sampling on factor pattern recovery," Psychological-Methods, 3(2), 231-251.
    • (1998) Psychological-Methods , vol.3 , Issue.2 , pp. 231-251
    • Velicer, F.W.1    Fava, L.J.2
  • 60
    • 0001214032 scopus 로고
    • "Why introductory statistics is difficult to learn? And what we can do to make it easier?"
    • Watts, D. G. (1991), "Why introductory statistics is difficult to learn? And what we can do to make it easier?," The American Statistician, 45, 290-405.
    • (1991) The American Statistician , vol.45 , pp. 290-405
    • Watts, D.G.1
  • 61
    • 0002367816 scopus 로고
    • "Structural equation models with nonnormal variables: Problems, and remedies"
    • ed. R. H. Hoyle, Thousand Oaks, CA: Sage
    • West, S. G., Fich, J. E., and Curran, P. J. (1995), "Structural equation models with nonnormal variables: problems, and remedies," in Structural equation modeling: concepts, issues and applications, ed. R. H. Hoyle, Thousand Oaks, CA: Sage, pp. 56-75.
    • (1995) Structural Equation Modeling: Concepts, Issues and Applications , pp. 56-75
    • West, S.G.1    Fich, J.E.2    Curran, P.J.3
  • 62
    • 84877784426 scopus 로고
    • "The development and validation of a scale measuring attitude toward statistics"
    • Wise, S. L. (1985), "The development and validation of a scale measuring attitude toward statistics," Educational and Psychological Measurement, 45, 401-405.
    • (1985) Educational and Psychological Measurement , vol.45 , pp. 401-405
    • Wise, S.L.1
  • 63
    • 2942712124 scopus 로고
    • "Attitude about statistics and achievement in introductory statistics course"
    • paper presented at the Annual Meeting of the American Educational Research Association, San Francisco, CA
    • Wisenbaker, J. M., and Scott, J. S. (1995, April), "Attitude about statistics and achievement in introductory statistics course," paper presented at the Annual Meeting of the American Educational Research Association, San Francisco, CA.
    • (1995)
    • Wisenbaker, J.M.1    Scott, J.S.2
  • 64
    • 2642564116 scopus 로고    scopus 로고
    • "Modeling aspects of students' attitude and achievement in introductory statistics course"
    • paper presented at the Annual Meeting of the American Educational Research Association, Chicago, IL
    • Wisenbaker, J. M., and Scott, J. S. (1997, March), "Modeling aspects of students' attitude and achievement in introductory statistics course," paper presented at the Annual Meeting of the American Educational Research Association, Chicago, IL.
    • (1997)
    • Wisenbaker, J.M.1    Scott, J.S.2
  • 65
    • 2942724901 scopus 로고    scopus 로고
    • "A multicultural exploration of the interrelation among attitude about and achievement in introductory statistics"
    • paper presented at the Annual Meeting of the International Conference of Teaching Statistics, Singapore
    • Wisenbaker, J., Nasser, F., and Scott, J. (1998, June), "A multicultural exploration of the interrelation among attitude about and achievement in introductory statistics," paper presented at the Annual Meeting of the International Conference of Teaching Statistics, Singapore.
    • (1998)
    • Wisenbaker, J.1    Nasser, F.2    Scott, J.3
  • 66
    • 2942737670 scopus 로고    scopus 로고
    • "Structural equation models relating attitude about and achievement in introductory statistics courses: A comparison of results from U.S. and Israel"
    • paper presented at the Annual Meeting of the International Group for the Psychology of Mathematics Education, Akito, Japan
    • Wisenbaker, J., Scott, J., and Nasser, F. (2000, August), "Structural equation models relating attitude about and achievement in introductory statistics courses: a comparison of results from U.S. and Israel," paper presented at the Annual Meeting of the International Group for the Psychology of Mathematics Education, Akito, Japan.
    • (2000)
    • Wisenbaker, J.1    Scott, J.2    Nasser, F.3
  • 68
    • 0000496687 scopus 로고    scopus 로고
    • "Factors influencing student learning in introductory accounting classes: A comparison of traditional and nontraditional students"
    • Wooten, C. T. (1998), "Factors influencing student learning in introductory accounting classes: A comparison of traditional and nontraditional students," Issues Accounting Education, 13, 357-373.
    • (1998) Issues Accounting Education , vol.13 , pp. 357-373
    • Wooten, C.T.1
  • 69
    • 84982034816 scopus 로고
    • "Statistics and mathematics anxiety in social science students: Some interesting parallels"
    • Zeidner, M. (1991), "Statistics and mathematics anxiety in social science students: some interesting parallels," British Journal of Educational Psychology, 61, 319-328.
    • (1991) British Journal of Educational Psychology , vol.61 , pp. 319-328
    • Zeidner, M.1


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