메뉴 건너뛰기




Volumn 10, Issue 4, 2012, Pages 185-208

Factorial Versus Typological Models: A Comparison of Methods for Personality Data

Author keywords

factor mixture models; five factor model; item response theory; latent class analysis; mixture distribution models; typological theories of personality

Indexed keywords


EID: 84876050820     PISSN: 15366367     EISSN: 15366359     Source Type: Journal    
DOI: 10.1080/15366367.2012.732798     Document Type: Article
Times cited : (15)

References (76)
  • 1
    • 1642420593 scopus 로고    scopus 로고
    • Statistical modelling of artificial neural networks using the multi-layer perceptron
    • Aitkin, M. and Foxall, R. 2003. Statistical modelling of artificial neural networks using the multi-layer perceptron. Statistics and Computing, 13: 227-239.
    • (2003) Statistics and Computing , vol.13 , pp. 227-239
    • Aitkin, M.1    Foxall, R.2
  • 2
    • 33750993166 scopus 로고    scopus 로고
    • Predictive validity of personality types versus personality dimensions from early childhood to adulthood: Implications for the distinction between core and surface traits
    • Asendorpf, J. and Denissen, J. J. A. 2006. Predictive validity of personality types versus personality dimensions from early childhood to adulthood: Implications for the distinction between core and surface traits. Merrill-Palmer Quarterly, 52(3): 486-513.
    • (2006) Merrill-Palmer Quarterly , vol.52 , Issue.3 , pp. 486-513
    • Asendorpf, J.1    Denissen, J.J.A.2
  • 4
    • 1542267810 scopus 로고    scopus 로고
    • Why psychometrics is not pathological: A comment on Michell
    • Borsboom, D. and Mellenbergh, G. J. 2004. Why psychometrics is not pathological: A comment on Michell. Theory & Psychology, 14: 105-120.
    • (2004) Theory & Psychology , vol.14 , pp. 105-120
    • Borsboom, D.1    Mellenbergh, G.J.2
  • 5
    • 0000664551 scopus 로고
    • Relations of the revised repression-sensitization scale to measures of self-description
    • Byrne, D., Barry, J. and Nelson, D. 1963. Relations of the revised repression-sensitization scale to measures of self-description. Psychological Reports, 13: 323-334.
    • (1963) Psychological Reports , vol.13 , pp. 323-334
    • Byrne, D.1    Barry, J.2    Nelson, D.3
  • 6
    • 85004844370 scopus 로고
    • Investigating Mokken scalability of dichotomous items by means of ordinal latent class analysis
    • Croon, M. A. 1991. Investigating Mokken scalability of dichotomous items by means of ordinal latent class analysis. British Journal of Mathematical and Statistical Psychology, 44(2): 315-331.
    • (1991) British Journal of Mathematical and Statistical Psychology , vol.44 , Issue.2 , pp. 315-331
    • Croon, M.A.1
  • 8
    • 12344336440 scopus 로고    scopus 로고
    • A conceptual and psychometric framework for distinguishing categories and dimensions
    • De Boeck, P., Wilson, M. and Acton, G. S. 2005. A conceptual and psychometric framework for distinguishing categories and dimensions. Psychological Review, 112(1): 129-158.
    • (2005) Psychological Review , vol.112 , Issue.1 , pp. 129-158
    • De Boeck, P.1    Wilson, M.2    Acton, G.S.3
  • 9
    • 0001423343 scopus 로고
    • Maximum likelihood estimation in generalized Rasch models
    • De Leeuw, J. and Verhelst, N. 1986. Maximum likelihood estimation in generalized Rasch models. Journal of Educational Statistics, 11(3): 183-196.
    • (1986) Journal of Educational Statistics , vol.11 , Issue.3 , pp. 183-196
    • De Leeuw, J.1    Verhelst, N.2
  • 11
    • 0001780838 scopus 로고
    • A short questionnaire for the measurement of two dimensions of personality
    • Eysenck, H. J. 1958. A short questionnaire for the measurement of two dimensions of personality. Journal of Applied Psychology, 42: 14-17.
    • (1958) Journal of Applied Psychology , vol.42 , pp. 14-17
    • Eysenck, H.J.1
  • 13
    • 0039089057 scopus 로고
    • To carve nature at its joints: On the existence of discrete classes in Personality
    • Gangestad, S. and Snyder, M. 1985. To carve nature at its joints: On the existence of discrete classes in Personality. Psychological Review, 92(3): 317-349.
    • (1985) Psychological Review , vol.92 , Issue.3 , pp. 317-349
    • Gangestad, S.1    Snyder, M.2
  • 14
    • 21344498165 scopus 로고
    • Conditional log-linear models for analyzing categorical panel data
    • Gilula, Z. and Haberman, S. J. 1994. Conditional log-linear models for analyzing categorical panel data. Journal of the American Statistical Association, 89(426): 645-656.
    • (1994) Journal of the American Statistical Association , vol.89 , Issue.426 , pp. 645-656
    • Gilula, Z.1    Haberman, S.J.2
  • 20
    • 33644907460 scopus 로고    scopus 로고
    • Beyond resilients, undercontrollers, and overcontrollers? An extension of personality prototype research
    • Herzberg, P. Y. and Roth, M. 2006. Beyond resilients, undercontrollers, and overcontrollers? An extension of personality prototype research. European Journal of Personality, 20(1): 5-28.
    • (2006) European Journal of Personality , vol.20 , Issue.1 , pp. 5-28
    • Herzberg, P.Y.1    Roth, M.2
  • 21
    • 84876066200 scopus 로고    scopus 로고
    • Denver, CO, Denver, CO,: Paper presented at the annual meeting of the National Council on Measurement in Education, von
    • Jiao, H., Davier, M. and Wang, S. 2010. Polytomous mixture Rasch testlet model, Denver, CO: Paper presented at the annual meeting of the National Council on Measurement in Education. von
    • (2010) Polytomous mixture Rasch testlet model
    • Jiao, H.1    Davier, M.2    Wang, S.3
  • 22
    • 0035536719 scopus 로고    scopus 로고
    • Cognitive assessment models with few assumptions, and connections with nonparametric item response theory
    • Junker, B. W. and Sijtsma, K. 2001. Cognitive assessment models with few assumptions, and connections with nonparametric item response theory. Applied Psychological Measurement, 25(3): 258-272.
    • (2001) Applied Psychological Measurement , vol.25 , Issue.3 , pp. 258-272
    • Junker, B.W.1    Sijtsma, K.2
  • 23
    • 84876033572 scopus 로고    scopus 로고
    • Loglinear multivariate and mixture Rasch models
    • In: von Davier M., Carstensen C. H., editors New York, NY, New York, NY,: Springer
    • Kelderman, H. 2007. "Loglinear multivariate and mixture Rasch models". In Multivariate and mixture distribution Rasch models: Extensions and applications, Edited by: von Davier, M. and Carstensen, C. H. 79-99. New York, NY: Springer.
    • (2007) Multivariate and mixture distribution Rasch models: Extensions and applications , pp. 79-99
    • Kelderman, H.1
  • 24
    • 84988087846 scopus 로고
    • The use of loglinear models for assessing differential item functioning across manifest and latent examinee groups
    • Kelderman, H. and Macready, G. B. 1990. The use of loglinear models for assessing differential item functioning across manifest and latent examinee groups. Journal of Educational Measurement, 27: 307-327.
    • (1990) Journal of Educational Measurement , vol.27 , pp. 307-327
    • Kelderman, H.1    Macready, G.B.2
  • 29
    • 0001453756 scopus 로고
    • The logical and mathematical foundations of latent structure analysis
    • In: Stouffer S. A., editors Princeton, NJ, Princeton, NJ,: Princeton University Press
    • Lazarsfeld, P. F. 1950. "The logical and mathematical foundations of latent structure analysis". In Measurement and prediction, Edited by: Stouffer, S. A. 413-472. Princeton, NJ: Princeton University Press.
    • (1950) Measurement and prediction , pp. 413-472
    • Lazarsfeld, P.F.1
  • 31
    • 33847267269 scopus 로고    scopus 로고
    • Resolving the latent structure of schizophrenia endophenotypes using expectation-maximization-based finite mixture modeling
    • Lenzenweger, M. F., McLachlan, G. and Rubin, D. B. 2007. Resolving the latent structure of schizophrenia endophenotypes using expectation-maximization-based finite mixture modeling. Journal of Abnormal Psychology, 116: 16-29.
    • (2007) Journal of Abnormal Psychology , vol.116 , pp. 16-29
    • Lenzenweger, M.F.1    McLachlan, G.2    Rubin, D.B.3
  • 32
    • 0001918459 scopus 로고
    • Semiparametric estimation in the Rasch model and related exponential response models, including related exponential response models, including a simple latent class model for item analysis
    • Lindsay, B., Clogg, C. C. and Grego, J. 1991. Semiparametric estimation in the Rasch model and related exponential response models, including related exponential response models, including a simple latent class model for item analysis. Journal of the American Statistical Association, 86(413): 96-107.
    • (1991) Journal of the American Statistical Association , vol.86 , Issue.413 , pp. 96-107
    • Lindsay, B.1    Clogg, C.C.2    Grego, J.3
  • 33
    • 83955163377 scopus 로고    scopus 로고
    • Latent class detection and class assignment: A comparison of taxometric and factor mixture modeling approaches
    • Lubke, G. H. and Tueller, S. 2010. Latent class detection and class assignment: A comparison of taxometric and factor mixture modeling approaches. Structural Equation Modeling, 17: 605-628.
    • (2010) Structural Equation Modeling , vol.17 , pp. 605-628
    • Lubke, G.H.1    Tueller, S.2
  • 34
    • 39349099145 scopus 로고    scopus 로고
    • Converging evidence for the latent structure of antisocial personality disorder: Consistency of taxometric and latent class analyses
    • Marcus, D. K., Ruscio, J., Lilienfeld, S. O. and Hughes, K. T. 2008. Converging evidence for the latent structure of antisocial personality disorder: Consistency of taxometric and latent class analyses. Criminal Justice and Behavior, 35: 284-293.
    • (2008) Criminal Justice and Behavior , vol.35 , pp. 284-293
    • Marcus, D.K.1    Ruscio, J.2    Lilienfeld, S.O.3    Hughes, K.T.4
  • 35
    • 0033239548 scopus 로고    scopus 로고
    • Estimating multiple classification latent class models
    • Maris, E. 1999. Estimating multiple classification latent class models. Psychometrika, 64(2): 187-212.
    • (1999) Psychometrika , vol.64 , Issue.2 , pp. 187-212
    • Maris, E.1
  • 36
    • 84925092106 scopus 로고    scopus 로고
    • 3rd ed.), Cambridge, United Kingdom, Cambridge,: Cambridge University Press
    • Matthews, G., Deary, I. J. and Whiteman, M. C. 2009. Personality traits (, 3rd ed.), Cambridge, United Kingdom: Cambridge University Press.
    • (2009) Personality traits (
    • Matthews, G.1    Deary, I.J.2    Whiteman, M.C.3
  • 38
    • 84985261046 scopus 로고
    • Factors and taxa, traits and types, differences of degree and differences in kind
    • Meehl, P. E. 1992. Factors and taxa, traits and types, differences of degree and differences in kind. Journal of Personality, 60(1): 117-174.
    • (1992) Journal of Personality , vol.60 , Issue.1 , pp. 117-174
    • Meehl, P.E.1
  • 39
    • 0002522856 scopus 로고
    • Taxometric methods
    • In: Butcher J. N., Kendall P. C., editors New York, NY, New York, NY,: Wiley
    • Meehl, P. E. and Golden, R. R. 1982. "Taxometric methods". In The handbook of research methods in clinical psychology, Edited by: Butcher, J. N. and Kendall, P. C. 127-181. New York, NY: Wiley.
    • (1982) The handbook of research methods in clinical psychology , pp. 127-181
    • Meehl, P.E.1    Golden, R.R.2
  • 40
    • 84889136493 scopus 로고
    • The nature of cognitive styles: Problems and promises in educational research
    • Messick, S. 1984. The nature of cognitive styles: Problems and promises in educational research. Educational Psychologist, 19: 59-74.
    • (1984) Educational Psychologist , vol.19 , pp. 59-74
    • Messick, S.1
  • 41
    • 0034557527 scopus 로고    scopus 로고
    • Normal science, pathological science and psychometrics
    • Michell, J. 2000. Normal science, pathological science and psychometrics. Theory & Psychology, 10: 639-667.
    • (2000) Theory & Psychology , vol.10 , pp. 639-667
    • Michell, J.1
  • 42
    • 0001019640 scopus 로고
    • Modeling item responses when different subjects employ different solution strategies
    • Mislevy, R. J. and Verhelst, N. 1990. Modeling item responses when different subjects employ different solution strategies. Psychometrika, 55: 195-215.
    • (1990) Psychometrika , vol.55 , pp. 195-215
    • Mislevy, R.J.1    Verhelst, N.2
  • 43
    • 0032969449 scopus 로고    scopus 로고
    • Finite mixture modeling with mixture outcomes using the EM algorithm
    • Muthén, B. O. and Shedden, K. 1999. Finite mixture modeling with mixture outcomes using the EM algorithm. Biometrics, 55: 463-469.
    • (1999) Biometrics , vol.55 , pp. 463-469
    • Muthén, B.O.1    Shedden, K.2
  • 44
    • 57049132621 scopus 로고    scopus 로고
    • Organisation for Economic Co-operation and Development, Paris, France, Paris,: Author
    • Organisation for Economic Co-operation and Development. 2003. Adult literacy and lifeskills (ALL) survey, Paris, France: Author.
    • (2003) Adult literacy and lifeskills (ALL) survey
  • 45
    • 32544438471 scopus 로고    scopus 로고
    • Personality and the prediction of consequential outcomes
    • Ozer, D. J. and Benet-Martínez, V. 2006. Personality and the prediction of consequential outcomes. Annual Review of Psychology, 57: 401-421.
    • (2006) Annual Review of Psychology , vol.57 , pp. 401-421
    • Ozer, D.J.1    Benet-Martínez, V.2
  • 46
    • 4544257756 scopus 로고    scopus 로고
    • Resilients, overcontrollers, and undercontrollers: The replicability of the three personality prototypes across informants
    • Rammstedt, B., Riemann, R., Angleitner, A. and Borkenau, P. 2004. Resilients, overcontrollers, and undercontrollers: The replicability of the three personality prototypes across informants. European Journal of Personality, 18(1): 1-14.
    • (2004) European Journal of Personality , vol.18 , Issue.1 , pp. 1-14
    • Rammstedt, B.1    Riemann, R.2    Angleitner, A.3    Borkenau, P.4
  • 47
    • 0003958396 scopus 로고
    • Birmingham, AL, Birmingham, AL,: Learning and Training Technology
    • Riding, R. J. 1991. Cognitive styles analysis, Birmingham, AL: Learning and Training Technology.
    • (1991) Cognitive styles analysis
    • Riding, R.J.1
  • 48
    • 28844443607 scopus 로고    scopus 로고
    • A relation between a between-item multidimensional IRT model and the mixture Rasch model
    • Rijmen, F. and De Boeck, P. 2003. A relation between a between-item multidimensional IRT model and the mixture Rasch model. Psychometrika, 70(3): 481-496.
    • (2003) Psychometrika , vol.70 , Issue.3 , pp. 481-496
    • Rijmen, F.1    De Boeck, P.2
  • 50
    • 0033286777 scopus 로고    scopus 로고
    • Morningness-eveningness and intelligence: Early to bed, early to rise will likely make you anything but wise!
    • Roberts, R. and Kyllonen, P. 1999. Morningness-eveningness and intelligence: Early to bed, early to rise will likely make you anything but wise!. Personality and Individual Differences, 27: 1123-1133.
    • (1999) Personality and Individual Differences , vol.27 , pp. 1123-1133
    • Roberts, R.1    Kyllonen, P.2
  • 51
    • 84970751365 scopus 로고
    • Rasch models in latent classes: An integration of two approaches to item analysis
    • Rost, J. 1990. Rasch models in latent classes: An integration of two approaches to item analysis. Applied Psychological Measurement, 14: 271-282.
    • (1990) Applied Psychological Measurement , vol.14 , pp. 271-282
    • Rost, J.1
  • 55
    • 0030548493 scopus 로고    scopus 로고
    • Evidence for the big five in analyses of familiar English personality adjectives
    • Saucier, G. and Goldberg, L. R. 1996. Evidence for the big five in analyses of familiar English personality adjectives. European Journal of Personality, 10: 61-77.
    • (1996) European Journal of Personality , vol.10 , pp. 61-77
    • Saucier, G.1    Goldberg, L.R.2
  • 56
    • 33846922367 scopus 로고    scopus 로고
    • About the connection between knowledge structures and latent class models
    • Schrepp, M. 2005. About the connection between knowledge structures and latent class models. Methodology, 1(3): 93-103.
    • (2005) Methodology , vol.1 , Issue.3 , pp. 93-103
    • Schrepp, M.1
  • 57
    • 33747073124 scopus 로고    scopus 로고
    • Assessing the big-five: Development and validation of the openness conscientiousness extraversion agreeableness neuroticism index condensed (OCEANIC)
    • Schulze, R. and Roberts, R. D. 2006. Assessing the big-five: Development and validation of the openness conscientiousness extraversion agreeableness neuroticism index condensed (OCEANIC). Zeitschrift für Psychologie, 214: 133-149.
    • (2006) Zeitschrift für Psychologie , vol.214 , pp. 133-149
    • Schulze, R.1    Roberts, R.D.2
  • 59
    • 64949156955 scopus 로고    scopus 로고
    • Conservatism and cognitive ability
    • Stankov, L. 2009. Conservatism and cognitive ability. Intelligence, 37: 294-304.
    • (2009) Intelligence , vol.37 , pp. 294-304
    • Stankov, L.1
  • 60
    • 0022744088 scopus 로고
    • On the nature of self-monitoring: Matters of assessment, matters of validity
    • Snyder, M. and Gangestad, S. 1986. On the nature of self-monitoring: Matters of assessment, matters of validity. Journal of Personality and Social Psychology, 51: 125-139.
    • (1986) Journal of Personality and Social Psychology , vol.51 , pp. 125-139
    • Snyder, M.1    Gangestad, S.2
  • 61
    • 0000563849 scopus 로고
    • On the relationship between item response theory and factor analysis of discretized variables
    • Takane, Y. and de Leeuw, J. 1987. On the relationship between item response theory and factor analysis of discretized variables. Psychometrika, 52: 393-408.
    • (1987) Psychometrika , vol.52 , pp. 393-408
    • Takane, Y.1    de Leeuw, J.2
  • 63
    • 9144238101 scopus 로고    scopus 로고
    • Multilevel latent class models
    • Vermunt, J. K. 2003. Multilevel latent class models. Sociological Methodology, 33: 213-239.
    • (2003) Sociological Methodology , vol.33 , pp. 213-239
    • Vermunt, J.K.1
  • 64
    • 84876017131 scopus 로고    scopus 로고
    • Latent class models
    • In: Peterson P., Baker E., McGaw B., editors Oxford, United Kingdom, Oxford,: Elsevier
    • Vermunt, J. K. 2010. "Latent class models". In International Encyclopedia of Education. Volume, Edited by: Peterson, P., Baker, E. and McGaw, B. 238-244. Oxford, United Kingdom: Elsevier.
    • (2010) International Encyclopedia of Education. Volume , pp. 238-244
    • Vermunt, J.K.1
  • 65
    • 84885388076 scopus 로고    scopus 로고
    • Comparing latent class factor analysis with traditional factor analysis for data mining
    • In: Bozdogan H., editors Boca Raton, FL, Boca Raton, FL,: Chapman & Hall/CRC. CRC Press
    • Vermunt, J. K. and Magidson, J. 2003. "Comparing latent class factor analysis with traditional factor analysis for data mining". In Statistical data mining & knowledge discovery, Edited by: Bozdogan, H. 373-383. Boca Raton, FL: Chapman & Hall/CRC. CRC Press.
    • (2003) Statistical data mining & knowledge discovery , pp. 373-383
    • Vermunt, J.K.1    Magidson, J.2
  • 67
    • 69749112152 scopus 로고    scopus 로고
    • Princeton, NJ, Princeton, NJ,: Educational Testing Service, (ETS Research Rep. No. RR-07-19)
    • von Davier, M. 2007. Hierarchical general diagnostic models (ETS Research Rep. No. RR-07-19), Princeton, NJ: Educational Testing Service.
    • (2007) Hierarchical general diagnostic models
    • von Davier, M.1
  • 69
    • 84876062719 scopus 로고    scopus 로고
    • The mixture general diagnostic model
    • In: Hancock G. R., Samuelsen K. M., editors Charlotte, NC, Charlotte, NC,: Information Age
    • von Davier, M. 2008b. "The mixture general diagnostic model". In Advances in latent variable mixture models, Edited by: Hancock, G. R. and Samuelsen, K. M. Charlotte, NC: Information Age.
    • (2008) Advances in latent variable mixture models
    • von Davier, M.1
  • 70
    • 78650728172 scopus 로고    scopus 로고
    • Some notes on the reinvention of latent structure models as diagnostic classification models
    • von Davier, M. 2009. Some notes on the reinvention of latent structure models as diagnostic classification models. Measurement-Interdisciplinary Research and Perspectives, 7(1): 67-74.
    • (2009) Measurement-Interdisciplinary Research and Perspectives , vol.7 , Issue.1 , pp. 67-74
    • von Davier, M.1
  • 73
    • 0010391483 scopus 로고
    • Polytomous mixed Rasch models
    • In: Fischer G. H., Molenaar I. W., editors New York, NY, New York, NY,: Springer
    • von Davier, M. and Rost, J. 1995. "Polytomous mixed Rasch models". In Rasch models-Foundations, recent developments and applications, Edited by: Fischer, G. H. and Molenaar, I. W. 371-379. New York, NY: Springer.
    • (1995) Rasch models-Foundations, recent developments and applications , pp. 371-379
    • von Davier, M.1    Rost, J.2
  • 75
    • 0003963642 scopus 로고
    • Princeton, NJ, Princeton, NJ,: Educational Testing Service, (ETS Research Report No. RR-89-41)
    • Yamamoto, K. 1989. A hybrid model of IRT and latent class models (ETS Research Report No. RR-89-41), Princeton, NJ: Educational Testing Service.
    • (1989) A hybrid model of IRT and latent class models
    • Yamamoto, K.1
  • 76
    • 0031488140 scopus 로고    scopus 로고
    • Finite mixtures in confirmatory factor-analysis models
    • Yung, Y. F. 1997. Finite mixtures in confirmatory factor-analysis models. Psychometrika, 62: 297-330.
    • (1997) Psychometrika , vol.62 , pp. 297-330
    • Yung, Y.F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.