Adaptation and Psychometric Properties of The Indonesian Version of The Financial Well-Being Scale
DOI:
https://doi.org/10.23917/indigenous.v10i2.11823Keywords:
cross-cultural adaptation, financial well-being, measurement, reliability, validityAbstract
Financial well-being is a key indicator of individual welfare and family financial resilience. However, the absence of a standardized Indonesian measurement tool hinders research in this area. This study aimed to adapt the widely used unidimensional In Charge Financial Distress/Financial Well-Being (IFDFW) scale and to provide comprehensive validity evidence for its use in Indonesia. The research was conducted in two main stages: a cross-cultural adaptation and a psychometric validation. Data were collected from 150 workers aged 20–50 across Indonesia using an online survey and a purposive sampling technique. The analysis included Aiken's V and FVI coefficients to assess content validity and response processes, as well as Confirmatory Factor Analysis (CFA) to confirm the scale's internal structure. The study also examined the scale's convergent validity through correlation tests with the Personal Financial Wellness Questionnaire. The results showed that the adapted scale has acceptable content validity (Aiken's V = 0.68) and a high level of clarity (FVI = 0.88). The CFA demonstrated good model fit (CFI = 0.97, TLI = 0.96, RMSEA = 0.08) and high internal reliability (w = 0.89). Additionally, the scale showed significant correlations with the subjective perspective, financial behaviour, and financial satisfaction dimensions of financial wellness. These findings confirm that the 8-item Indonesian version of the IFDFW scale is a valid and reliable instrument. Researchers can use this tool to advance financial well-being studies and for practitioners to design effective financial literacy interventions in Indonesia
References
Ahamed, A. J., & Limbu, Y. B. (2024). Financial anxiety: A systematic review. International Journal of Bank Marketing, 42(7), 1666–1694. https://doi.org/10.1108/IJBM-08-2023-0462
Aiken, L. R. (1985). Three Coefficients for Analyzing the Reliability and Validity of Ratings. Educational and Psychological Measurement, 45(1), 131–142. https://doi.org/10.1177/0013164485451012
American Educational Research Association, American Psychological Association, & National Council on Measurement in Education. (2014). Standards for Educational and Psychological Testing. American Educational Research Association.
Beaton, D. E., Bombardier, C., Guillemin, F., & Ferraz, M. B. (2000). Guidelines for the Process of Cross-Cultural Adaptation of Self-Report Measures: Spine, 25(24), 3186–3191. https://doi.org/10.1097/00007632-200012150-00014
Brown, T. A. (2015). Confirmatory factor analysis for applied research. London: The Guilford Press.
Brüggen, E. C., Hogreve, J., Holmlund, M., Kabadayi, S., & Löfgren, M. (2017). Financial well-being: A conceptualization and research agenda. Journal of Business Research, 79, 228–237. https://doi.org/10.1016/j.jbusres.2017.03.013
Carvalho, C. D. V. S. D., Kosminsky, M., Nascimento, M. G. D., & Lyra, A. M. V. D. C. (2021). Translation and preliminary validation of the “Incharge Financial Distress/ Financial Well-Being Scale” for brazilian portuguese. Research, Society and Development, 10(7), e40210713453. https://doi.org/10.33448/rsd-v10i7.13453
El Zouki, C.-J., Chahine, A., Hallit, R., Malaeb, D., El Khatib, S., Nehme, A., Obeid, S., Fekih-Romdhane, F., & Hallit, S. (2025). Arabic validation of the incharge financial distress/financial well-being scale and the new single-item financial stress scale. Front. Public Health, 13, 1570404. https://doi.org/10.3389/fpubh.2025.1570404
Fan, L., & Henager, R. (2022). A Structural Determinants Framework for Financial Well-Being. Journal of Family and Economic Issues, 43(2), 415–428. https://doi.org/10.1007/s10834-021-09798-w
Finch, H. (2005). The MIMIC Model as a Method for Detecting DIF: Comparison With Mantel-Haenszel, SIBTEST, and the IRT Likelihood Ratio. Applied Psychological Measurement, 29(4), 278–295. https://doi.org/10.1177/0146621605275728
Garman, E. T., Leech, I. E., & Grable, J. E. (1996). The Negative Impact of Employee Poor Personal Financial Behaviors on Employers. Journal of Financial Counseling and Planning, 7(540), 157–168.
Hayes, A. F., & Coutts, J. J. (2020). Use Omega Rather than Cronbach’s Alpha for Estimating Reliability. But…. Communication Methods and Measures, 14(1), 1–24. https://doi.org/10.1080/19312458.2020.1718629
Jamovi—Open statistical software for the desktop and cloud. (n.d.). Retrieved October 31, 2025, from https://www.jamovi.org.
Joo, S. (1998). Personal financial wellness and worker job productivity.
Kalkbrenner, M. T. (2023). Alpha, Omega, and H Internal Consistency Reliability Estimates: Reviewing These Options and When to Use Them. Counseling Outcome Research and Evaluation, 14(1), 77–88. https://doi.org/10.1080/21501378.2021.1940118
Kamaluddin, M. R., Nasir, R., Sulaiman, W. S. W., Hafidz, S. W. M., Abdullah, J., Khairudin, R., & Zamani, Z. A. (2018). Validity and reliability of Malay version financial well-being scale among Malaysian employees. Akademika, 88(2), 109–120. https://doi.org/10.17576/akad-2018-8802-08
Keown, A. J. (2013). Personal Finance Turning Money into Wealth (6th ed.). Pearson Education, Inc.
Kim, Y., Cho, S., Lee, S., & Ahn, J. (2025). Adaptation of the Korean version of the Personal Financial Wellness scale. Psicologia, 38(1), 16. https://doi.org/10.1186/s41155-025-00355-0
Kline, R. B. (2023). Principles and practice of structural equation modeling. Guilford publications.
Koestoro, B., & Basrowi, H. M. (2006). Strategi Penelitian Sosial dan Pendidikan. Yayasan Kampusina.
McNeish, D. (2018). Thanks coefficient alpha, we’ll take it from here. Psychological Methods, 23(3), 412–433. https://doi.org/10.1037/met0000144
Michael Collins, J., & Urban, C. (2020). Measuring financial well-being over the lifecourse. The European Journal of Finance, 26(4–5), 341–359. https://doi.org/10.1080/1351847X.2019.1682631
Mosha, N. F. V., & Ngulube, P. (2024). Health Challenges Experienced by Widows in Low- and Middle-Income Countries: A Systematic Review. Indigenous: Jurnal Ilmiah Psikologi, 9(3), 303–334. https://doi.org/10.23917/indigenous.v9i3.5684
Muthén, L. K., & Muthén, B. O. (2002). How to Use a Monte Carlo Study to Decide on Sample Size and Determine Power. Structural Equation Modeling: A Multidisciplinary Journal, 9(4), 599–620. https://doi.org/10.1207/S15328007SEM0904_8
Netemeyer, R. G., Warmath, D., Fernandes, D., & Lynch, J. G. (2018). How Am I Doing? Perceived Financial Well-Being, Its Potential Antecedents, and Its Relation to Overall Well-Being. Journal of Consumer Research, 45(1), 68–89. https://doi.org/10.1093/jcr/ucx109
Otoritas Jasa Keuangan. (2025). Siklus Kehidupan Keuangan. Siklus Kehidupan Keuangan. Retrieved from https://sikapiuangmu.ojk.go.id/FrontEnd/CMS/Category/18
Prawitz, A. D., Garman, E. T., Sorhaindo, B., O’Neill, B., Kim, J., & Drentea, P. (2006). The incharge financial distress/financial well-being scale: Establishing validity and reliability. Proceedings of the 2006 Association for Financial Counseling and Planning Education, San Antonio, 77–89.
Prawitz, A. D., Garman, E. T., Sorhaindo, B., Oneill, B., Kim, J., & Drentea, P. (2006). The Incharge Financial Distress/Financial Well-Being Scale: Establishing validity and reliability. Financial Counseling and Planning, 17, 1–17.
Reise, S. P., Bonifay, W. E., & Haviland, M. G. (2013). Scoring and Modeling Psychological Measures in the Presence of Multidimensionality. Journal of Personality Assessment, 95(2), 129–140. https://doi.org/10.1080/00223891.2012.725437
Renanita, T., Hidayat, R., & Santoso, A. (2024). Investigation of Construct Validity of The Indonesian Version of The Financial Wellness Questionnaire. JP3I (Jurnal Pengukuran Psikologi Dan Pendidikan Indonesia), 13(2), 130–147. https://doi.org/10.15408/jp3i.v13i2.38449
Sinani, M. (2021). Financial Well-Being, Theoretical Concepts. International Journal of Social Science and Education Research Studies, 1(3), 82–89. Retrived from https://ijssers.org/single-view/?id=6674&pid=6650
Umar, J., & Nisa, Y. F. (2020). Uji Validitas Konstruk dengan CFA dan Pelaporannya. Jurnal Pengukuran Psikologi Dan Pendidikan Indonesia (JP3I), 9(2), 1–11. https://doi.org/10.15408/jp3i.v9i2.16964
UNICEF, UNDP, & Prospera, & SMERU. (2021). Analysis of the Social and Economic Impacts of COVID-19 on Households and Strategic Policy Recommendations for Indonesia. United Nations Children’s Fund (UNICEF). Retrieved from: https://www.unicef.org/indonesia/media/9501/file/AnalysisoftheSocialandEconomicImpactsofCOVID-19onHouseholdandStrategicPolicyRecommendationsforIndonesia.pdf
Wahyuni, S. F., Radiman, R., Lestari, S. P., & Lestari, S. S. I. (2024). Keterkaitan antara Literasi Keuangan dan Pendapatan Pada Kesejahteraan Keuangan: Mediasi Prilaku Keuangan Generasi Sandwich. Bursa : Jurnal Ekonomi Dan Bisnis, 3(1), 30–43. https://doi.org/10.59086/jeb.v3i1.551
Wang, J., & Wang, X. (2019). Structural equation modeling: Applications using Mplus. John Wiley & Sons.
Woods, C. M. (2009). Evaluation of MIMIC-Model Methods for DIF Testing With Comparison to Two-Group Analysis. Multivariate Behavioral Research, 44(1), 1–27. https://doi.org/10.1080/00273170802620121
Yuniasanti, R., Hutagalung, F. D., Sahrah, A., & Fitriana, N. (2024). Differences in the Role of Psychological Well-Being and Subjective Well-Being in Predicting Work Engagement. Indigenous: Jurnal Ilmiah Psikologi, 9(1), 87–106. https://doi.org/10.23917/indigenous.v9i1.3165
Yusoff, M. S. B. (2019). ABC of Response Process Validation and Face Validity Index Calculation. Education in Medicine Journal, 11(3), 55–61. https://doi.org/10.21315/eimj2019.11.3.6
Zemtsov, A. A., & Osipova, T. Yu. (2016). Financial wellbeing as a type of human wellbeing: Theoretical review. The European Proceedings of Social and Behavioural Sciences. https://doi.org/10.15405/epsbs.2016.02.49
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