How response biases affect the factor structure of Big Five personality questionnaires

Fabia Morales-Vives, Urbano Lorenzo-Seva, Andreu Vigil-Colet

Abstract


Several studies have shown that personality self-reports may be affected by response biases, and that this may have consequences on their factor structure, especially in samples with little education or in adolescents. The current study aims to understand the effect of social desirability and acquiescence on the factor structure of three questionnaires based on the Five Factor Model of personality: the Big Five Inventory, the Five Factor Personality Inventory and the Overall Personality Assessment Scale. The data was analysed using a new method that removes the effects of both social desirability and acquiescence from the inter-item correlation matrix used for factor analysis. These effects were assessed in a sample of 392 university students, which contained no individuals with low educational levels, children or adolescents. The results showed that, even in samples with no individuals with low educational levels, controlling for social desirability and acquiescence led to a simpler factor structure that is more congruent with the theoretical solution expected from the five factor model. It also seems that in the domain of inventories based upon the five factor model, this effect may be specially due to acquiescence.


Keywords


Five Factor Model; personality; social desirability; acquiescence; response biases

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References


Bäckström, M., Björklund, F., & Larsson, M. R. (2009). Five-factor inventories have a major general factor related to social desirability which can be reduced by framing items neutrally. Journal of Research in Personality, 43, 335-344. doi: 10.1016/j.jrp.2008.12.013

Bell, K. M., & Naugle, A. E. (2007). Effects of social desirability on students’ self-reporting of partner abuse perpetration and victimization. Violence and Victims, 22, 243-256. doi: 10.1891/088667007780477348

Benet-Martínez, V., & John, O. P. (1998). Los Cinco Grandes across cultures and ethnic groups: Multitrait method analyses of the Big Five in Spanish and English. Journal of Personality and Social Psychology, 75, 729-750. doi: 10.1037/0022-3514.75.3.729

Bentler, P. M. (1977). Factor simplicity index and transformations. Psychometrika, 59, 567-579. doi: 10.1007/BF02294054

Browne, M. (1972). Orthogonal rotation to a partially specified target. British Journal of Mathematical and Statistical Psychology, 25, 115-120. doi: 10.1111/j.2044-8317.1972.tb00482.x

Browne, M. W. (1972). Oblique rotation to a partially specified target. British Journal of Mathematical and Statistical Psychology, 25, 207-212. doi: 10.1111/j.2044-8317.1972.tb00492.x

Burisch, M. (1984). Approaches to personality inventory construction: A comparison of merits. American Psychologist, 39(3), 214-227. doi: 10.1037//0003-066X.39.3.214

Costa, P. T., & McCrae, R. R. (1992). Revised Neo Personality Inventory (NEO-PI-R) and NEO Five-Factor Inventory (NEO-FFI). Odessa, FL: Psychological Assesment Resources.

De Raad, B., & Hendriks, A. A. J. (1997).A psycholexical route to content coverage in personality assessment. European Journal of Psychological Assessment, 13, 85–98. doi: 10.1027/1015-5759.13.2.85

Dijkstra, W., Smit, J. H., &Comijs, H. C. (2001). Using social desirabilityscales in research among the elderly. Quality & Quantity 35, 107-115. doi: 10.1023/A:1004816210439

Ferrando, P. J., Lorenzo-Seva, U., & Chico, E. (2009).A general factor-analytic procedure for assessing response bias in questionnaire measures. Structural Equation Modeling, 16(2), 364-381. doi: 10.1080/10705510902751374

Goldberg, L. R. (1981). Language and individual differences: The search for universals in personality lexicons. In L. Wheeler (Ed.), Review of Personality and Social Psychology, Vol. 2 (pp. 141-165). Beverly Hills: Sage.

Hendriks, A. A. J., Hofstee, W. K. B., & De Raad, B. (1999). The Five-Factor Personality Inventory (FFPI). Personality and Individual Differences, 27, 307–325. doi: 10.1016/S0191-8869(98)00245-1

Hendriks, A. J., Kuyper, H., Offringa, G. J., & Van der Werf, M. P. (2008). Assessing young adolescents' personality with the five-factor personality inventory. Assessment, 15(3), 304-316. doi: 10.1177/1073191107313761

Holden, R. R., &Passey, J. (2010). Socially desirable responding in personality assessment: Not necessarily faking and not necessarily substance. Personality and Individual Differences, 49, 446-450. doi: 10.1016/j.paid.2010.04.015

John, O. P., Naumann, L.P., & Soto, C. (2008). Paradigm shift to the integrative Big Five trait taxonomy: History, measurement, and conceptual issues. In O. P. John, R. W. Robins, & L. A. Pervin (Eds.), Handbook of Personality: Theory and Research (3rd edition, pp. 114-158). New York. Guilford.

John, O. P., & Srivastava, S. (1999). The Big Five trait taxonomy: History, measurement, and theoretical perspectives. In L. A. Pervin& O. P. John (Eds.), Handbook of personality: Theory and research (2nd ed., pp. 102-138). New York: Guilford Press.

Lorenzo-Seva, U. (2003). A factor simplicity index. Psychometrika, 68(1), 49-60. doi: 10.1007/BF02296652

Lorenzo-Seva, U., & Ferrando, P.J. (2009). Acquiescent responding in partially balanced multidimensional scales. British Journal of Mathematical and Statistical Psychology, 62, 319-326. doi: 10.1348/000711007X265164

Lorenzo-Seva, U., & Ferrando, P. J. (2013). FACTOR 9.2 A Comprehensive Program for Fitting Exploratory and Semiconfirmatory Factor Analysis and IRT Models. Applied Psychological Measurement, 37(6), 497-498. doi: 10.1177/0146621613487794

Lorenzo-Seva, U., & Ten Berge, J. M. (2006). Tucker's congruence coefficient as a meaningful index of factor similarity. Methodology: European Journal of Research Methods for the Behavioral and Social Sciences, 2(2), 57-64. doi: 10.1027/1614-2241.2.2.57

McCrae, R. R., & Costa, P. T. (1983). Social desirability scales: More substance than style. Journal of consulting and clinical psychology, 51(6), 882-888. doi: 10.1037/0022-006X.51.6.882

McCrae, R. R., Herbst, J. H., & Costa, P. T., Jr. (2001). Effects of acquiescence on personality factors structures. In R. Riemann, F. M. Spinath, & F. Ostendorf (Eds.), Personality and temperament: Genetics, evolution, and structure (pp. 217–231). Berlin, Germany: Pabst Science Publishers.

Meisenberg, G., & Williams, A. (2008). Are acquiescent and extreme response styles related to low intelligence and education?. Personality and Individual Differences, 44, 1539-1550. doi: 10.1016/j.paid.2008.01.010

Morales-Vives, F., Camps, E., & Lorenzo-Seva, U. (2013).Development and validation of the Psychological Maturity Assessment Scale (PSYMAS). European Journal of Psychological Assessment, 29, 12-18. doi: 10.1027/1015-5759/a000115

Paulhus, D. L., &Vazire, S. (2007). The self-report method. In R.W. Robins, R.C. Fraley, &R.F. Krueger (Eds.). Handbook of research methods in personality psychology (p.p. 224-239). New York. Guilford Press.

Rammstedt, B., Goldberg, L.R., & Borg, I. (2010). The measurementequivalence of Big-Five factor markers for persons with different levels of education. Journal of Research in Personality, 44, 53-61. doi: 10.1016/j.jrp.2009.10.005

Rammstedt, B., & Farmer, R. F. (2013). The impact of acquiescence on the evaluation of personality structure. Psychological assessment, 25, 1137-1145. doi: 10.1037/a0033323

Rodríguez-Fornells, A., Lorenzo-Seva, U., & Andrés-Pueyo, A. (2001).Psychometric properties of the Spanish adaptation of the Five Factor Personality Inventory. European Journal of Psychological Assessment, 17(2), 145-153. doi:10.1027//1015-5759.17.2.145.

Ruiz, V. M., & Jiménez, J. A. (2004). Estructura de la personalidad: Ortogonalidad versus oblicuidad. Anales de Psicología, 20(1), 1-13.

Ten Berge, J. M. F. (1999). A legitimate case of component analysis of ipsative measures, and partialling the mean as an alternative to ipsatization. Multivariate Behavioral Research, 34, 89–102. doi: 10.1207/s15327906mbr3401_4

Soto, C. J., John, O. P., Gosling, S. D., & Potter, J. (2008). The developmental psychometrics of Big Five self-reports: Acquiescence, factor structure, coherence, and differentiation from ages 10 to 20. Journal of Personality and Social Psychology, 94, 718-737. doi: 10.1037/0022-3514.94.4.718

Soto, C. J., John, O. P., Gosling, S. D., & Potter, J. (2011). Age differences inpersonality traits from 10 to 65: Big five domains and facets in a largecross-sectional sample. Journal of Personality and Social Psychology,100, 330-348. doi: 10.1037/a0021717

Soubelet, A., & Salthouse, T. A. (2011). Influence of Social Desirability on Age Differences in Self-Reports of Mood and Personality. Journal of personality,79(4), 741-762. doi: 10.1111/j.1467-6494.2011.00700.x

Stöber, J. (2001). The Social Desirability Scale-17 (SDS-17) convergentvalidity, discriminant validity, and relationship with age. European Journal of Psychological Assessment, 17, 222-232. doi: 10.1027//1015-5759.17.3.222

Ten Berge, J. M. (1999). A legitimate case of component analysis of ipsative measures, and partialling the mean as an alternative to ipsatization. Multivariate Behavioral Research, 34(1), 89-102. doi: 10.1207/s15327906mbr3401_4

The MathWorksInc (2007). MATLAB - The Language of Technical Computing, Version 7.5. Natick, Massachusetts: The MathWorks, Inc.

Tucker, L. R. (1951). A method for synthesis of factor analysis studies (Personnel Research Section Report No. 984). Washington D.C.: Department of the Army.

Vigil-Colet, A., Lorenzo-Seva, U., & Morales-Vives, F. (in press). The effects of ageing on self-reported aggression measures are partly explained by response bias. Psicothema. doi: 10.7334/psicothema2015.32

Vigil-Colet, A., Morales-Vives, F., Camps, E., Tous, J., & Lorenzo-Seva, U. (2013). Development and validation of the overall personality assessment scale (OPERAS). Psicothema, 25(1), 100-106. doi: 10.7334/psicothema2011.411

Vigil-Colet, A., Morales-Vives, F., & Lorenzo-Seva, U. (2013). How social desirability and acquiescence affect the age-personality relationship.Psicothema, 25(3), 342-348. doi: 10.7334/psicothema2012.297

Vigil-Colet, A., Ruiz-Pamies, M., Anguiano-Carrasco, C., & Lorenzo-Seva, U. (2012).The impact of social desirability on psychometric measures of aggression. Psicothema, 24, 310-315.




DOI: http://dx.doi.org/10.6018/analesps.33.3.254841

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