Navigating the Paradox of FOMO and Faith: A Multidimensional Clustering of Women’s Financial Management Behavior
DOI:
https://doi.org/10.30741/wiga.v16i1.1923Keywords:
Consumption Patterns, Financial Management, Clustering FPCM, Women’s Profile, Horsehoe RegionAbstract
This research offers a novel integration of psychological drivers (FOMO) and sociocultural values (religiosity) within a multidimensional clustering framework to analyze women’s financial behavior in the Tapal Kuda region. By employing the Fuzzy Possibilistic C-Means (FPCM) algorithm, this study maps the heterogeneity of financial conduct across variables of age, literacy, and consumption patterns. Analyzing survey data from 384 respondents, the FPCM approach successfully identified four distinct behavioral archetypes: Good, Moderate, Poor, and Extreme Consumption. Empirical findings reveal a significant generational divide: women aged 25–34 exhibit the highest financial resilience, while the 18–24 cohort remains the most vulnerable within the ‘Poor’ cluster. Paradoxically, the 45–54 age group shows a high propensity for ‘Extreme Consumption’ where modern psychological pressures (FOMO) frequently override religious discipline. Technical analysis further confirms that excluding age as a clustering variable produces a more robust and balanced distribution. These results provide a foundation for specialized financial inclusion programs that must shift beyond basic literacy to include psychological mitigation of FOMO, ensuring long-term financial stability tailored to specific demographic profiles.
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Adityandani, W., & Haryono, N. A. (2019). Pengaruh demografi, financial attitude, financial knowledge, dan suku bunga terhadap perilaku menabung masyarakat Kota Surabaya. Jurnal Ilmu Manajemen (JIM), 7(2).
Aghyari, G. F., & Kudus, A. (2023). Penerapan Algoritma Fuzzy Possibilistic C-Means (FPCM) pada Pengelompokan Kabupaten/Kota di Indonesia Berdasarkan Indikator Indeks Pembangunan Manusia Tahun 2022. Bandung Conference Series: Statistics, 3(2), 113–120.
Alfina, Hartini, S., & Mardhiyah, D. (2023). FOMO related consumer behaviour in marketing context: A systematic literature review. Cogent Business & Management, 10(3), 2250033.
Alutaybi, A., Al-Thani, D., McAlaney, J., & Ali, R. (2020). Combating fear of missing out (FoMO) on social media: The FoMO-R method. International Journal of Environmental Research and Public Health, 17(17), 6128.
Aprisanty, A., Ariesa, Y., & Meliza, J. (2024). The influence of financial literacy, age, and income on the financial behavior of Tokopedia customers. International Journal of Economics and Management Research, 3(3), 201–208.
Arofah, A. A., & Maharani, D. A. (2021). Demographic, financial literacy, and financial behavior of women working in manufacturing industry. Economic Education Analysis Journal, 10(3), 381–393.
Babiarz, P., & Robb, C. A. (2014). Financial literacy and emergency saving. Journal of Family and Economic Issues, 35(1), 40–50.
Faizana, F., Kartikasari, P., & Fakhriyana, D. (2025). Implementation of fuzzy possibilistic c-means with optimal membership of fuzzy c-means for stunting management in Central Java Province. International Journal of Mathematics and Computer Research, 13(5). https://doi.org/10.47191/ijmcr/v13i5.13
Fazel Zarandi, M. H., Sotodian, S., & Castillo, O. (2021). A new validity index for fuzzy-possibilistic c-means clustering. Scientia Iranica, 28(4), 2277–2293. https://doi.org/10.24200/sci.2021.50287.1614
Gartner, J., Fink, M., & Maresch, D. (2022). The role of fear of missing out and experience in the formation of SME decision makers’ intentions to adopt new manufacturing technologies. Technological Forecasting and Social Change, 180, 121723.
Gedela, S. P. R. (2012). Determinants of saving behaviour in rural and tribal households (An empirical analysis of Visakhapatnam District). International Journal of Research in Social Sciences, 2(3), 108–128.
Hilgert, M. A., Hogarth, J. M., & Beverly, S. G. (2003). Household financial management: The connection between knowledge and behavior. Federal Reserve Bulletin, 89, 309–322.
Hodkinson, C. (2019). ‘Fear of Missing Out’ (FOMO) marketing appeals: A conceptual model. Journal of Marketing Communications, 25(1), 65–88.
Humaidi, A., Khoirudin, M., Adinda, A. R., & Kautsar, A. (2020). The effect of financial technology, demography, and financial literacy on financial management behavior of productive age in Surabaya, Indonesia. International Journal of Advances in Scientific Research and Engineering, 6(01), 77–81.
Igamo, A. M., Al Rachmat, R., Siregar, M. I., Gariba, M. I., Cherono, V., Wahyuni, A. S., & Setiawan, B. (2024). Factors influencing Fintech adoption for women in the post-Covid-19 pandemic. Journal of Open Innovation: Technology, Market, and Complexity, 10(1), 100236.
Inayati, D. N. I., Jamilah, I., & Sujianto, A. E. (2024). Penerapan konsep frugal living dalam perencanaan keuangan pribadi. INNOVATIVE: Journal Of Social Science Research, 4(1), 2264–2278.
Isah, I., Estri, M. N., & Larasati, N. (2024). Perbandingan metode fuzzy c-means dan fuzzy probabilistic c-means dalam pengelompokan provinsi di Indonesia berdasarkan Indeks Pembangunan Manusia tahun 2022. Prosiding Seminar Nasional Sains Data, 4(1), 832–841.
Kinanti, K. A., Chandra, Y. A., Al Maidah, F., & Nareswari, A. (2025). Literasi dan hedonisme terhadap perilaku keuangan: Peran intervensi locus of control. Jurnal Ekonomi dan Bisnis Indonesia, 10(1), 18–24.
Kurniasari, D., Kurniawati, V., Nuryaman, A., Usman, M., & Nisa, R. K. (2024). Implementation of fuzzy c-means and fuzzy possibilistic c-means algorithms on poverty data in Indonesia. BAREKENG: Jurnal Ilmu Matematika dan Terapan, 18(3), 1919–1930.
Laily, N. (2016). Pengaruh literasi keuangan terhadap perilaku mahasiswa dalam mengelola keuangan. Journal of Accounting and Business Education, 1(4), 1–17.
Lusardi, A., & Mitchell, O. S. (2014). The economic importance of financial literacy: Theory and evidence. American Economic Journal: Journal of Economic Literature, 52(1), 5–44.
Mulyadi, M., Oktrivina, A., Hendryadi, H., & Hendratni, T. W. (2023). The islamic religiosity and financial well-being: A moderated mediation model of financial behavior and literacy. Jurnal Reviu Akuntansi dan Keuangan, 13(2), 249–268.
Nida, K., Hayati, M. N., & Goejantoro, R. (2024). Implementasi metode fuzzy possibilistic c-means pada pengelompokan provinsi di Indonesia berdasarkan data jumlah kejadian dan dampak bencana banjir. Journal of Mathematics Education and Science, 7(1), 33–42.
Nirmala, A. N., Agustina, Y., Subagyo, S., & Istanti, L. N. (2024). Pengaruh hedonic lifestyle, literasi keuangan dan sikap keuangan terhadap perilaku keuangan pada generasi Z dengan gender sebagai variabel moderasi. Jurnal Ekonomi Akuntansi dan Manajemen, 23(2), 155–176.
Obayelu, O. A. (2012). Saving behavior of rural households in Kwara State, Nigeria. https://dx.doi.org/10.2139/ssrn.1999201
Przybylski, A. K., Murayama, K., DeHaan, C. R., & Gladwell, V. (2013). Motivational, emotional, and behavioral correlates of fear of missing out. Computers in Human Behavior, 29(4), 1841–1848.
Puspitasari, A. D., Octavini, N. A., Setiawan, Y., & Nuraini, R. (2024). Keberlanjutan UMKM perempuan: Literasi keuangan, inklusi keuangan dan fintech. Jurnal Ilmiah Manajemen dan Bisnis, 25(2), 122–142.
Putra, A. C., & Hartomo, K. D. (2021). Optimalisasi penyaluran bantuan pemerintah untuk umkm menggunakan metode fuzzy c-means. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 5(3), 474–482.
Putri, G. N. S., Ispriyanti, D., & Widiharih, T. (2022). Implementasi algoritma fuzzy c-means dan fuzzy possibilistics c-means untuk klasterisasi data tweets pada akun Twitter Tokopedia. Jurnal Gaussian, 11(1), 86–98.
Putri, N., Nurwati, S., & Mahrita, A. (2023). Pengaruh literasi keuangan, gaya hidup hedonisme, dan sikap keuangan terhadap perilaku pengelolaan keuangan pribadi wanita bekerja di Kota Palangka Raya. Jurnal Studi Manajemen dan Bisnis, 10(1), 86–95.
Rahmatia, A., Wijaya, A. P., Saputra, A. D., & Ma’ruf, M. I. (2022). Islamic financial literacy: Evidence from Indonesian urban middle-class women. Journal of Islamic Economic Laws, 5(2), 199–215.
Rajkumar, K. V., Yesubabu, A., & Subrahmanyam, K. (2019). Fuzzy clustering and fuzzy c-means partition cluster analysis and validation studies on a subset of CiteScore dataset. International Journal of Electrical and Computer Engineering, 9(4), 2760–2768.
Robaka, N. N. U., & Yowi, L. R. K. (2021). Tingkat literasi keuangan masyarakat (Studi pada ibu rumah tangga di Kecamatan Kota Waingapu). Jurnal Transformatif Unkriswina Sumba, 10(1).
Shinta, R. E., & Lestari, W. (2019). Pengaruh financial knowledge, lifestyle pattern pada perilaku manajemen keuangan wanita karir dengan locus of control sebagai variabel moderasi. Perbanas Journal of Business and Banking, 8(2), 522336.
Sukirman, S., Hidayah, R., Suryandari, D., & Purwanti, A. (2019). Pengelolaan keuangan keluarga dalam rangka peningkatan masyarakat mandiri dan berperan dalam peningkatan literasi keuangan Indonesia (Otoritas Jasa Keuangan). Jurnal Abdimas, 23(2), 165–169.
Susanti, D. A. (2021). The effect of financial literacy and income on personal financial management behavior of millennials in Yogyakarta, Indonesia. IEJST (Industrial Engineering Journal of the University of Sarjanawiyata Tamansiswa), 5(2), 75–82.
Susanto, T. W., & Fatimah, F. (2024). Pengaruh literasi keuangan, financial technology dan gaya hidup terhadap pengelolaan keuangan pribadi di Kabupaten Bekasi: Studi kasus kepada individu yang bertempat tinggal di Kabupaten Bekasi. Seminar Nasional Akuntansi dan Manajemen PNJ, 5(1).
Wijaya, C., Kardinal, K., & Cholid, I. (2018). Analisis pengaruh usia, jenis kelamin, pendidikan, dan pendapatan, terhadap literasi keuangan warga di komplek Tanah Mas. Jurnal Ilmiah Ekonomi Global Masa Kini, 9(1), 1–7.
Wijaya, H. R., Hati, S. R. H., Ekaputra, I. A., & Kassim, S. (2024). The impact of religiosity and financial literacy on financial management behavior and well-being among Indonesian Muslims. Humanities and Social Sciences Communications, 11(1), 1–13.
Wijayanti, W., & Santoso, S. B. (2022). The effect of financial literacy, mental accounting and income level on consumption behavior with gender as a moderating variable (study on millennial generation in Banyumas regency). ICBAE 2022: Proceedings of the 3rd International Conference of Business, Accounting, and Economics, 10-11 August 2022, Purwokerto, Central Java, Indonesia.
Yunita, N. (2020). Pengaruh gender dan kemampuan akademis terhadap literasi keuangan dalam perilaku pengelolaan keuangan pada mahasiswa jurusan akuntansi. Prisma (Platform Riset Mahasiswa Akuntansi), 1(2), 1–12.
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