Multifactor implicit measures to assess enterprising personality dimensions
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1
Universidad de Oviedo
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2
Universidad de Granada
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- 3 Parque Científi co Tecnológico (CTIC)
ISSN: 0214-9915
Year of publication: 2018
Volume: 30
Issue: 4
Pages: 357-363
Type: Article
More publications in: Psicothema
Abstract
Background: Several implicit measures have been proposed to overcome limitations of self-reports. The present study aimed to develop a new implicit association test (MFT-IAT) to assess enterprising-related traits, exploring its reliability and validity evidence. Method: A total of 1,142 individuals (Mean age 42.36 years, SD = 13.17) from the general population were assessed. Participants were asked about sociodemographic data, employment status, and personality traits using the Battery for the Assessment of the Enterprising Personality (BEPE). They completed an MFT-IAT designed to assess the BEPE’s traits (achievement motivation, autonomy, innovativeness, self-efficacy, locus of control, optimism, stress tolerance and risk taking). Reliability was estimated using Cronbach’s alpha. Exploratory Factor Analyses (EFAs) were performed to assess the internal structure of the MFT-IAT. Correlations and a Multiple Analysis of Variance were used to estimate validity evidence based on the relationship towith participants’ employment status. Results: EFAs provided validity evidence for all dimensions with high internal consistency (a = .92-.93). Correlations between implicit and explicit measures were non-significant. Non- implicit measures yielded significant differences between employment statuses. Discussion: This is a pioneering study in this field and more research is needed to improve the feasibility and practicality of implicit measures in applied assessment settings
Funding information
The present study was funded by the Ministry of Economy and Competitiveness (Refs: PSI2014-56114-P and PSI2017-85724-P) and a predoctoral grant (Ref: BES-2015-073327). Both funding sources played no role in the study design, data collection, analysis or interpretation of the results.Funders
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Ministerio de Economía y Competitividad
Spain
- PSI2017-85724-P
Bibliographic References
- Almeida, P.I.L., Ahmetoglu, G., & Chamorro-Premuzic, T. (2014). Who wants to be and entrepreneur? The relationship between vocational interests and individual differences in entrepreneurship. Journal of Career Assessment, 22, 102-112. doi: 10.1177/1069072713492923
- Asendorpf, J. B., Banse, R., & Mücke, D. (2002). Double dissociation between implicit and explicit personality self-concept: The case of shy behavior. Journal of Personality and Social Psychology, 83, 380-393. doi: 10.1037/0022-3514.83.2.380
- Banse, R., Seise, J., & Zerbes, N. (2001). Implicit attitudes towards homosexuality: Reliability, validity, and controllability of the IAT. Zeitschrift Fur Experimentelle Psychologie, 48(2), 145-160. doi: 10.1026//0949-3946.48.2.145
- Blanton, H., Jaccard, J., & Burrows, C. N. (2015). Implications of the Implicit Association Test D-transformation for psychological assessment. Assessment, 22, 429-440. doi: 10.1177/1073191114551382
- Brandstätter, H. (2011). Personality aspects of entrepreneurship: A look at five meta-analyses. Personality and Individual Differences, 51, 222230. doi: 10.1016/j.paid.2010.07.007
- Brunstein, J., & Schmitt, J.H. (2004). Assessing individual differences in achievement motivation with the Implicit Association Test. Journal of Research in Personality, 38(6), 536-555. doi: 10.1016/j. jrp.2004.01.003.
- Connelly, B. S., & Ones, D. S. (2010). An other perspective on personality: Meta-analytic integration of observers’ accuracy and predictive validity. Psychological Bulletin, 136, 1092-1122. doi: 10.1037/a0021212
- Cuesta, M., Suárez-Álvarez, J., Lozano, L. M., García-Cueto, E., & Muñiz, J. (in press). Assessment of eight entrepreneurial personality dimensions: Validity evidence of the BEPE battery. Frontiers in Psychology
- de Cuyper, K., de Houwer, J., Vansteelandt, K., Perugini, M., Pieters, G., Claes, J., & Hermans, D. (2017). Using indirect measurement tasks to assess the self-concept of personality: A systematic review and metaanalyses. European Journal of Personality, 31(1), 8-41. doi: 10.1002/ per.2092
- De Houwer, J., Teige-Mocigemba, S., Spruyt, A., & Moors, A. (2009). Implicit measures: A normative analysis and review. Psychological Bulletin, 135, 347-368. doi: 10.1037/a0014211
- Falk, C. F., Heine, S. J., Takemura, K., Zhang, C. X. J., & Hsu, C. (2013). Are implicit self-esteem measures valid for assessing individual and cultural differences? Journal of Personality, 83(1), 56-68. doi: 10.1111/jopy.12082
- Fazio, R. H., & Olson, M. A. (2003). Implicit measures in social cognition research: Their meaning and use. Annual Review of Psychology, 54, 297-327. doi: 10.1146/annurev.psych.54.101601.145225
- Fiedler, K., Messner, C., & Bluemke, M. (2006). Unresolved problems with the ‘‘I’’, the ‘‘A’’, and the ‘‘T’’: A logical and psychometric critique of the Implicit Association Test (IAT). European Review of Social Psychology, 17, 74-147. doi: 10.1080/10463280600681248
- Gawronski, B. (2002). What does the implicit association test measure? A test of the convergent and discriminant validity of prejudice-related IATs. Journal of Experimental Psychology, 49(3), 171-180. doi: 10.1026//1618-3169.49.3.171
- Gawronski, B., & Bodenhausen, G. V. (2006). Associative and propositional processes in evaluation: An integrative review of implicit and explicit attitude change. Psychological Bulletin, 132, 692-731. doi: 10.1037/0033-2909.132.5.692
- Global Entrepreneurship Monitor (2015). 2014 Global Report: Global Entrepreneurship Research Association. Retrieved from www. gemconsortium.org/report.
- Greenwald, A. G. (2005). Implicit Assessment of Multifactor Traits (“Multifactor Trait IAT”). Retrieved from http://faculty.washington. edu/agg/pdf/Multifactor%20IAT.Invention%20Description.1Aug06. pdf
- Greenwald, A. G., & Farnham, S. D. (2000). Using the implicit association test to measure self-esteem and self-concept. Journal of Personality and Social Psychology, 79, 1022-1038. doi: 10.1037/0022-3514.79.6.1022
- Greenwald, A. G., McGhee, D. E., & Schwartz, J. L. (1998). Measuring individual differences in implicit cognition: The implicit association test. Journal of Personality and Social Psychology, 74, 1464-1480. doi: 10.1037/0022-3514.74.6.1464
- Greenwald, A. G., Nosek, B. A., & Banaji, M. R. (2003). Understanding and using the implicit association test: I. An improved scoring algorithm. Journal of Personality and Social Psychology, 85, 197-216. doi: 10.1037/0022-3514.85.2.197
- Grumm, M., & Collani, G. (2007). Measuring Big-Five personality dimensions with the implicit association test – Implicit personality traits or self-esteem? Personality and Individual Differences, 43, 2205-2217. doi: 10.1016/j.paid.2007.06.032
- Hahn, A., Judd, C. M., Hirsh, H. K., & Blair, I. V. (2014). Awareness and implicit attitudes. Journal of Experimental Psychology. General, 143(3), 1369-1392. doi: 10.1037/a0035028
- Hofmann, W., Gawronski, B., Gschwendner, T., Le, H., & Schmitt, M. (2005). A meta-analysis on the correlation between the implicit association test and explicit self-report measures. Personality & Social Psychology Bulletin, 31(10), 1369-1385. doi: 10.1177/0146167205275613
- Hurst, E., & Pugsley, B. (2011). What do small businesses do? Brookings Papers on Economic Activity, 43(2), 73-118.
- Karpinski, A., & Steinman, R. B. (2006). The single category implicit association test as a measure of implicit social cognition. Journal of Personality and Social Psychology, 91, 16-32. doi: 10.1037/00223514.91.1.16
- Lane, K. A., Banaji, M. R., Nosek, B. A, & Greenwald, A. G. (2007). Understanding and using the Implicit Association Test: IV What we know (so far) about the method. In B. Wittenbrink & Schwarz, N. (Ed.), Implicit measures of attitudes (pp. 59-101). New York: The Guilford Press.
- Leutner, F., Ahmetoglu, G., Akhtar, R., & Chamorro-Premuzic, T. (2014). The relationship between the entrepreneurial personality and the Big Five personality traits. Personality and Individual Differences, 63, 5863. doi: 10.1016/j.paid.2014.01.042
- Lorenzo-Seva, U., & Ferrando, P.J. (2006). FACTOR: A computer program to fit the exploratory factor analysis model. Behavior Research Methods, 38, 88-91. doi: 10.3758/BF03192753.
- Muñiz, J., Pedrosa, I., García-Cueto, E., & Suárez-Álvarez, J. (2016). Enterprising personality. In V. S. Zeigler-Hill, T.K. (Ed.), Encyclopedia of Personality and Individual Differences (pp. 1-5). Basel: Springer International Publishing.
- Navarro-González, D., Lorenzo-Seva, U., & Vigil-Colet, A. (2016). How response bias affects the factorial structure of personality self-reports. Psicothema, 28, 465-470.
- Nosek, B. A., Graham, J., & Hawkins, C. B. (2010). Implicit political cognition. In B. Gawronski & Payne, B.K. (Ed.), Handbook of implicit social cognition: Measurement, theory, and applications (pp. 463488). New York: Guilford.
- Nosek, B. A., Greenwald, A. G., & Banaji, M. R. (2005). Understanding and using the Implicit Association Test: II. Method variables and construct validity. Personality & Social Psychology Bulletin, 31(2), 166-180. doi: 10.1177/0146167204271418
- Obschonka, M., Schmitt-Rodermund E., Silbereisen R. K., Gosling S. D., & Potter, J. (2013). The regional distribution and correlates of an entrepreneurship-prone personality profile in the United States, Germany, and the United Kingdom: A socioecological perspective. Journal of Personality and Social Psychology, 105, 104-122. doi: 10.1037/a0032275
- Pedrosa, I., Suárez-Álvarez, J., García-Cueto, E., & Muñiz, J. (2016). A computerized adaptive test for enterprising personality assessment in youth. Psicothema, 28, 471-478.
- Rauch, A., & Frese, M. (2007a). Let’s put the person back into entrepreneurship research: A meta-analysis on the relationship between business owners’ personality traits, business creation, and success. European Journal of Work and Organizational Psychology, 16, 353-385. doi: 10.1080/13594320701595438
- Rauch, A., & Frese, M. (2007b). Born to be an entrepreneur? Revisiting the personality approach to entrepreneurship. In J. R. Baum, Frese, M. & Baron, R.J. (Ed.), The psychology of entrepreneurship (pp. 41-65). Mahwah, NJ: Erlbaum.
- Roberts, B.W., Kuncel, N.R., Shiner, R., Caspi, A., & Goldberg, L.R. (2007). The power of personality: The comparative validity of personality traits, socioeconomic status, and cognitive ability for predicting important life outcomes. Perspectives on Psychological Science, 2, 313-345. doi: 10.1111/j.1745-6916.2007.00047.x
- Schmukle, S.C., & Egloff (2008). Validity of the five-factor model for the implicit self-concept of personality. European Journal of Psychological Assessment, 24(4), 263-272. doi: 10.1027/1015-5759.24.4.263
- Schnabel, K., Asendorpf, J. B., & Greenwald, A., G. (2008). Using implicit association tests for the assessment of implicit personality selfconcept. In G. J. Boyle, Matthews, G., & Saklofske, D. H. (Ed.), The SAGE Handbook of Personality Theory and Assessment. Personality Measurement and Testing (Vol. 2, pp. 508-528). London: SAGE.
- Siers, B. P., & Christiansen, N. D. (2013). On the validity of implicit association measures of personality traits. Personality and Individual Differences, 54(3), 361-366. doi: 10.1016/j.paid.2012.10.004
- Slabbinck, H., van Witteloostuijn, A., Hermans, J., Vanderstraeten, J., Dejardin, M., Brassey, J., & Ramdani, D. (2018). The added value of implicit motives for management research development and first validation of a Brief Implicit Association Test (BIAT) for the measurement of implicit motives. PLoS ONE, 13(6), e0198094. doi: 10.1371/journal.pone.0198094
- Sriram, N., & Greenwald, A. G. (2009). The Brief Implicit Association Test. Journal of Experimental Psychology, 56(4), 283-294. doi: 10.1027/1618-3169.56.4.283
- Steffens, M.C., & Schulze-König, S. (2006). Predicting spontaneous Big Five behavior with implicit association tests. European Journal of Psychological Assessment, 22(1), 13-20. doi: 10.1027/10155759.22.1.13
- Strack, F., & Deutsch, R. (2004). Refl ective and impulsive determinants of social behavior. Personality and Social Psychology Review, 8(3), 220-247. doi: 10.1207/s15327957pspr0803_1
- Suárez-Álvarez, J., Pedrosa, I., García-Cueto, E., & Muñiz, J. (2014). Screening enterprising personality in youth: An empirical model. Spanish Journal of Psychology, 17, 1-9. doi: 10.1017/sjp.2014.61
- Suslow, T., Lindner, C., Kugel, H., Egloff, B., & Schmukle, S.C. (2014). Using implicit association tests for the assessment of implicit personality selfconcepts of extraversion and neuroticism in schizophrenia. Psychiatry Research, 218, 272-276. doi: 10.1016/j.psychres.2014.04.023
- Teachman, B. A., Cody, M. W., & Clerkin, E. M. (2010). Clinical applications of implicit aocial cognition theories and methods. In B. Gawronski & Payne, B.K. (Ed.), Handbook of implicit social cognition: Measurement, theory, and applications (pp. 463-488). New York: Guilford.
- Timmerman, M.E., & Lorenzo-Seva, U. (2011). Dimensionality assessment of ordered polytomous items with Parallel Analysis. Psychological Methods, 16, 209-220. doi: 10.1037/a0023353.
- Wiers, R. W., Houben, K., & de Kraker, J. (2007). Implicit cocaine associations in active cocaine users and controls. Addictive Behaviors, 32(6), 1284-1289. doi: 10.1016/j.addbeh.2006.07.009
- Wilson, T. D., Lindsey, S., & Schooler, T. Y. (2000). A model of dual attitudes. Psychological Review, 107(1), 101-126. doi: 10.1037/0033295X.107.1.101