Exploring the Five-Factor Structure of the Need for Closure Scale on Indian Samples Using Exploratory and Confirmatory Factor Analysis
This study was conducted to explore the five-factor structure of the Need for Closure scale on Indian samples using exploratory and confirmatory facto.
- Pub. date: June 15, 2022
- Pages: 45-51
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This study was conducted to explore the five-factor structure of the Need for Closure scale on Indian samples using exploratory and confirmatory factor analysis. Data were initially collected from 450 samples which were reduced to 235 cases later based on the lie score criteria of the Need for Closure Scale. To rule out the problems caused by all questionnaire items like low reliability and low communalities, parceling of the items (creating three parcels from each facet) was done before the multivariate analysis (EFA and CFA). In the results, EFA showed that the five-factor structure of the NFC scale explains 52% of the variance. The goodness of fit statistics in the CFA model met the criteria (χ2 = 190.153, GFI = 0.908, TLI = 0.855, CFI = 0.890, RMSEA = 0.077) for the reasonable fit of the single factor structure of the NFC construct. In conclusion, this study presented the good psychometric properties of the NFC scale. It can be used to assess the individual's need for closure in the wider contexts of Indian studies.
confirmatory factor analysis exploratory factor analysis five factor structure need for closure parcels method
Keywords: Confirmatory factor analysis, exploratory factor analysis, five-factor structure, need for closure, parcels method.
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References
Atak, H., Syed, M., & Cok, F. (2017). Examination of psychometric properties of the Need for Closure Scale- short form among Turkish college students. Arch Neuropsychiatry, 54, 175-182. https://doi.org/10.5152/npa.2017.12707
Coffman, D. L., & MacCallum, R. C. (2005). Using parcels to convert path analysis models into latent variable models. Multivariate Behavioral Research, 40(2), 235-2259. https://doi.org/10.1207/s15327906mbr4002_4
Creswell, J.W. (2009). Research Design: Qualitative, quantitative and mixed method approaches (3rd ed.). Sage Publications.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Pearson Prentice Hall.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
Kishton, J. M., & Widaman, K. F. (1994). Unidimensional verses domain representative parceling of questionnaire items: An empirical example. Educational and Psychological Measurement, 54(3), 757–765. https://doi.org/10.1177/0013164494054003022
Kline, R. B. (2005). Principles and practice of structural equation modeling. The Guilford Press.
Kossowska, M., Orehek, E., & Kruglanski, A. W. (2010). Motivation towards closure resources: An individual differences approach. In A. Gruszka, G. Matthews & B. Szymura (Eds.), Handbook of individual differences in cognition (pp. 369-382). Springer. https://doi.org/10.1007/978-1-4419-1210-7_22
Kruglanski, A. W. (1980). Lay epistemologic process and contents: Another look at attribution theory. Psychological Review, 87(1), 70-87. https://doi.org/10.1037/0033-295x.87.1.70
Kruglanski, A. W. (1990). Lay epistemic theory in social-cognitive psychology. Psychological Inquiry, 1(3), 181-19. https://doi.org/10.1207/s15327965pli0103_1
Kruglanski, A. W., & Aizen, I. (1983). Bias and Error in human judgment. European Journal of Social Psychology, 13(1), 1-44. https://doi.org/10.1002/ejsp.2420130102
Kruglanski, A. W., Atash, M. N., De Grada, E., Mannetti, L., & Pierro, A. (2013). Need for Closure Scale (NFC). Measurement Instrument Database for the Social Science.
Kruglanski, A. W., Degrada, E., Mannetti, L., Pierro, A., & Webster, D. M. (1997). Psychological theory testing versus psychometric non-saying: Comments on Neuberg et al.'s (1997) critique of the Need for Closure Scale. Journal of Personality and Social Psychology, 73(5), 1005-1016. https://doi.org/10.1037/0022-3514.73.5.1005
Kruglanski, A. W., & Webster, D. M. (1996). Motivated Closing of the mind: "Seizing" and "Freezing". Psychological Review, 103(2), 263-283. https://doi.org/10.1037/0033-295x.103.2.263
Kruglanski, A. W., Webster, D. M., & Klem, A. (1993). Motivated resistance and openness to persuasion in the presence or absence of prior information. Journal of Personality and Social Psychology, 65(5), 861–876. https://doi.org/10.1037/0022-3514.65.5.861
Mannetti, L., Pierro, A., Kruglanski, A., Taris, T., & Bezinovic, P. (2002). A cross-cultural study of the Need for Cognitive Closure Scale: Comparing its structure in Croatia, Italy, USA and The Netherlands. British Journal of Social Psychology, 41(1), 139–156. https://doi.org/10.1348/014466602165108
Moneta, G. B., & Yip, P. P. Y. (2004). Construct validity of the scores of the Chinese version of the need for closure scale. Educational and Psychological Measurement, 64(3), 531-548. https://doi.org/10.1177/0013164403258446
Neuberg, S. L., Judice, T. N., & West, S. G. (1997). What the need for closure scale measures and what it does not: Toward differentiating among related epistemic motives. Journal of Personality and Social Psychology, 72(6), 1396-1412. https://doi.org/10.1037/0022-3514.72.6.1396
Pierro, A., Mannetti, L., Converso, D., Garsia, V., Miglietta, A., & Ravenna, M. (1995). Caratteristiche strutturali della versione italiana della scala di bisogno di chiusura cognitiva (di Webster e Kruglanski) [Structural characteristics of the Italian version of the Need for Cognitive Closure Scale (of Webster & Kruglanski)]. Testing, Psicometria, Metodologia, 2(3), 125–141. http://hdl.handle.net/2318/17796
Roets, A., & Van Hiel, A. (2007). Separating ability from need: Clarifying the dimensional structure of the need for closure scale. The Society for Personality and social psychology, 33(2), 266-280. https://doi.org/10.1177/0146167206294744
Roets, A., & Van Hiel, A. (2011). Item selection and validation of a brief, 15-item version of the Need for Closure Scale. Personality and Individual Differences, 50(1), 90-94. https://doi.org/10.1016/j.paid.2010.09.004
Thompson, M. M., Naccarato, M. E., Parker, K. E., & Moskowitz, G. B. (1992). Measuring cognitive needs: The development and validation of the Personal Need for Structure and Personal Fear of Invalidity scales [Unpublished manuscript]. The University of Waterloo.
Webster, D. M. (1993). Motivated augmentation and reduction of the over attribution bias. Journal of Personality and Social Psychology, 65(2), 261-271. https://doi.org/10.1037/0022-3514.65.2.261
Webster, D. M., & Kruglanski, A. W. (1994). Individual differences in need for cognitive closure. Journal of Personality and Social Psychology, 67(6), 1049-1062. https://doi.org/10.1037/0022-3514.67.6.1049
Webster, D. M., Richter, L., & Kruglanski, A. W. (1996). On leaping to conclusions when feeling tired: Mental fatigue effects on impressional primacy. Journal of Experimental Social Psychology, 32(2), 181-195. https://doi.org/10.1006/jesp.1996.0009