Development and Validation of Indigenous Gamophobia Scale for Pakistani Population
DOI:
https://doi.org/10.67785/pjpp.2.109Keywords:
Gamophobia, Exploratory Factor Analysis, Personality Development, PakistanAbstract
An exploratory sequential mixed-methods research design was used to construct a statistically sound tool to measure the extent of Gamophobia in Pakistani adults, as existing scales are based on a Western context and cannot be adopted locally. A six-step process was followed. Firstly, the initial item pool was generated through a focus group discussion, semi-structured interviews, and current literature. Secondly, an expert review was conducted to maintain content validity, resulting in the retention of 22 items. The third step consists of a pilot study and cognitive debriefing to assess item comprehension. A sample of 300 (M= 34.56, SD = 6.97) was selected via purposive sampling from the target population to establish construct validity through exploratory factor analysis (EFA), which produced a three-factor structure with subscales: Interpersonal Vulnerability, Anticipatory Panic, and Existential Dread, resulting in the elimination of 3 more items. A Confirmatory Factor Analysis was conducted to confirm the established factor structure, yielding acceptable results. After that, Psychometric properties were established, in which reliability was established via Cronbach’s alpha, which was .96; convergent and divergent validity were assessed by the Composite Reliability (CR) and Average Variance Extracted (AVE) indices computed via a macro-enabled Validity Master worksheet within the Stats Tools Package (Gaskin & Lim, 2018). Convergent validity was demonstrated across all dimensions, as the CR for all factors exceeded the threshold of .70 (Hair et al., 1997). The AVEs exceeded the .50 cut-off (Fornell & Larcker, 1981), confirming convergent validity.
References
Agbo, A. A., & Iwundu, E. I. (2016). Corruption as a Propensity: Personality and Motivational Determinants Among Nigerians. The Journal of Psychology, 150(4), 502–526. https://doi.org/10.1080/00223980.2015.1107523
Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191–215. https://doi.org/10.1037/0033-295X.84.2.191
Barrett, P. (2007). Structural equation modelling: Adjudging model fit. Personality and Individual Differences, 42(5), 815–824. https://doi.org/10.1016/j.paid.2006.09.018
Beck, A., & Emery, G. (1985). Anxiety Disorders And Phobias: A Cognitive Perspective. Basic Books.
Boateng, G. O., Neilands, T. B., Frongillo, E. A., Melgar-Quiñonez, H. R., & Young, S. L. (2018). Best Practices for Developing and Validating Scales for Health, Social, and Behavioral Research: A Primer. Frontiers in Public Health, 6, 149. https://doi.org/10.3389/fpubh.2018.00149
Browne, M. W., & Cudeck, R. (1992). Alternative Ways of Assessing Model Fit. Sociological Methods & Research, 21(2), 230–258. https://doi.org/10.1177/0049124192021002005
Ethical principles of psychologists and code of conduct. (2016). Https://Www.Apa.Org. Retrieved June 22, 2026, from https://www.apa.org/ethics/code
Feigenbaum, D. (1930). Psychoanalytic diagnosis in a case of gamophobia. The Psychoanalytic Review (1913-1957), 17, 331.
Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312
Gaskin, J., & Lim, J. (2018). Master Validity Index, Stats Tools Package. Gaskination's StatWiki. http://statwiki.gaskination.com/index.php?title=Plugins
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (1997). Multivariate Data Analysis. Pearson Education Limited.
Haizhong, Z. (2008). A Sociological Reflection on the Phenomenon of Urban Youth’s Fear of Marriage. Journal of Nantong University (Social Science Edition), 24(2), 107–111. https://doi.org/10.3969/j.issn.1673-2359.2008.02.019
Houdini IV, M. X. (1974). Of Sex and Fear. Word Ways, 7(2), 19.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
Hulland, J. (1999). Use of Partial Least Squares (PLS) in Strategic Management Research: A Review of Four Recent Studies. Strategic Management Journal, 20(2), 195–204.
Ivankova, N. V., Creswell, J. W., & Stick, S. L. (2006). Using Mixed-Methods Sequential Explanatory Design: From Theory to Practice. Field Methods, 18(1), 3–20. https://doi.org/10.1177/1525822X05282260
Kaiser, H. F. (1960). The Application of Electronic Computers to Factor Analysis. Educational and Psychological Measurement, 20(1), 141–151. https://doi.org/10.1177/001316446002000116
Kaiser, H. F. (1974). An Index of Factorial Simplicity. Psychometrika, 39(1), 31–36. https://doi.org/10.1007/BF02291575
Matsunaga, M. (2010). How to Factor-Analyze Your Data Right: Do’s Don’ts, and How-To’s. International Journal of Psychological Research, ISSN 2011-7922, Vol. 3, No. 1, 2010, Pags. 97-110, 3.
Obeid, S., Fares, K., Haddad, C., Lahoud, N., Akel, M., Zakhour, M., Kheir, N., Salameh, P., & Hallit, S. (2020). Construction and validation of the Lebanese fear of relationship commitment scale among a representative sample of the Lebanese population. Perspectives in Psychiatric Care, 56(2), 280–289. https://doi.org/10.1111/ppc.12424
Ossai, M. O., & Chujor, C. J. (2023). Some Social Predictors of Gamophobia Among Unmarried Postgraduate Students in Tertiary Institutions in Rivers State. British Journal of Education, 11(1), 13–24. https://doi.org/10.37745/bje.2023/vol11n11324
Sekaran, U., & Bougie, R. (2019). Research methods for business: A skill-building approach (Eighth edition). John Wiley & Sons, Inc.
Tabachnick, B. G., & Fidell, L. S. (2014). Using multivariate statistics (6th. ed., Pearson New International ed.). Pearson.
Touqeer, F., & Habib, S. (2023). Gamophobia, marriage proposal rejection, and life satisfaction among single females (Unpublished doctoral dissertation/master's thesis). Government College University, Faisalabad, Pakistan.
Yong, A. G., & Pearce, S. (2013). A Beginner’s Guide to Factor Analysis: Focusing on Exploratory Factor Analysis. Tutorials in Quantitative Methods for Psychology, 9(2), 79–94. https://doi.org/10.20982/tqmp.09.2.p079
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