An Integrative Model of Media and Psychosocial Factors in Rural Financial Literacy: A Case Study of an Indonesian Forest Farmers Group

Authors

  • Yuyun Yuniati Baesusi Institut Pertanian Bogor, Indonesia; Jl. Raya Darmaga Kampus IPB, Babakan, Kec. Dramaga, Kabupaten Bogor, Jawa Barat 16680
  • Pudji Muljono Institut Pertanian Bogor, Indonesia; Jl. Raya Darmaga Kampus IPB, Babakan, Kec. Dramaga, Kabupaten Bogor, Jawa Barat 16680
  • Oos M. Anwas Badan Riset dan Inovasi Nasional, Indonesia; Gedung BJ Habibie, Jl. M.H. Thamrin No.8, RT.10/RW.1, Kb. Sirih, Kec. Menteng, Kota Jakarta Pusat, Daerah Khusus Ibukota Jakarta 10340
  • Dwi Retno Hapsari Institut Pertanian Bogor, Indonesia; Jl. Raya Darmaga Kampus IPB, Babakan, Kec. Dramaga, Kabupaten Bogor, Jawa Barat 16680

DOI:

https://doi.org/10.21111/ettisal.v11i1.84

Keywords:

Financial Literacy, Development Communication, Psychosocial Factors, Media Integration, Rural Indonesia, Key Informant Case Study

Abstract

Despite the expansion of mass and digital media into rural areas of emerging economies, financial literacy gaps between urban and rural populations persist. Recent evidence from rural China, Uganda, and Nigeria shows that digital media penetration and fintech adoption have increased substantially; however, improvements in financial literacy remain uneven due to socio-cultural and behavioural constraints. This study examines how integrating media exposure and psychosocial factors shapes financial literacy in rural Indonesia through a development communication lens. Using a qualitative instrumental case study, we conducted five in-depth interviews with the chair of a Forest Farmers Group (Kelompok Tani Hutan) in Sukajaya village, Bogor Regency, who has led the group for five years, complemented by three months of participant observation and document analysis of group cash records, meeting minutes, and WhatsApp exchanges. Reflexive thematic analysis (Braun & Clarke) yielded three principal findings. First, rural communities access financial information through four stratified channel layers: mass media, digital media, interpersonal channels, and traditional collective channels, with influence increasing as channels become more relational. Second, five psychosocial factors, financial self-efficacy, trust, social and gender norms, religious values, and social capital, operate as mediators that determine whether information is translated into behavior. Third, three integrative pathways emerge: mass media as an awareness trigger, community figures as a trust filter, and collective spaces as a learning laboratory. We synthesize these findings into a four-layered Integrative Model context, channels, mediators, and outcomes with a feedback loop. The model challenges the linear "exposure-equals-literacy" assumption that underpins many financial literacy interventions, positions interpersonal and traditional channels as primary rather than supplementary, and offers concrete guidance for designing context-sensitive rural financial literacy programs in Southeast Asia.

References

Aji, A. K., Siregar, N. A., & Rambe, M. R. (2025). Pengaruh media sosial, literasi digital, dan literasi finansial terhadap minat berwirausaha Gen-Z di Labuhanbatu. Economics and Digital Business Review, 6(2). https://doi.org/10.37531/ecotal.v6i2.2471

Akbar, M., & Kusnandar, K. (2024). Social media literacy among rural people in Indonesia: Empirical findings from a nationwide survey. Media International Australia, 193(1), 134–149. https://doi.org/10.1177/02666669241302053

Al-Shami, S. A., Razali, S., Rashid, N., & Abdullah, A. (2024). Financial and digital financial literacy through social media use towards financial inclusion among batik small enterprises in Indonesia. Heliyon, 10(15). e34902. https://doi.org/10.1016/j.heliyon.2024.e34902

Anwas, O. M. (2011). Kompetensi penyuluh pertanian dalam memberdayakan petani. Jurnal Matematika, Sains, dan Teknologi, 12, 46–55. https://jurnal.ut.ac.id/index.php/jmst/article/view/509

Armansyah, R. F. (2020). A study of investor financial behavior on online trading system in Indonesian stock exchange: E-satisfaction, e-loyalty, and e-trust. Journal of Economics, Business, & Accountancy Ventura, 23(1), 69–84. https://doi.org/10.14414/jebav.v23i1.2176

Azizi, A., & Hikmah, H. (2017). Peran gender dalam pengambilan keputusan rumah tangga nelayan di Kota Semarang Utara, Provinsi Jawa Tengah. Jurnal Sosial Ekonomi Kelautan dan Perikanan, 7(1), 113–124. https://doi.org/10.15578/jsekp.v7i1.5740

Bandura, A. (2018). Toward a psychology of human agency: Pathways and reflections. Perspectives on Psychological Science, 13(2), 130–136. https://doi.org/10.1177/1745691617699280

Barau, A. A., & Musa, A. S. (2025). Farmers’ utilization of social media to access agricultural information. Agricultural Sciences, 16(3), 112–126. https://doi.org/10.22620/agrisci.2025.45.012

Bongomin, G. O. C., Munene, J. C., Ntayi, J. M., & Malinga, C. A. (2025). Digital financial literacy, trust and financial inclusion among rural households in developing economies. Journal of Financial Services Marketing, 30(1), 1–15. https://doi.org/10.1108/MF-04-2017-0117.

Boulianne, S. (2018). Twenty years of digital media effects on civic and political participation. Communication Research, 47(7), 947–966. https://doi.org/10.1177/0093650218808186

Braun, V., & Clarke, V. (2019). Reflecting on reflexive thematic analysis. Qualitative Research in Sport, Exercise and Health, 11(4), 589–597. https://doi.org/10.1080/2159676X.2019.1628806

Cindy Anita Sari, I. A., & Hidayat, M. I. (2025). Strategi marketing pembiayaan bank syariah dalam mendukung pengembangan UMKM di Indonesia. International Journal of Sharia Business Management, 4(4), 212–218. https://doi.org/10.70489/e0sjyn38

Demirgüç-Kunt, A., Klapper, L., Singer, D., & Ansar, S. (2022). The Global Findex Database 2021: Financial inclusion, digital payments, and resilience in the age of COVID-19. World Bank.

Falola, A., Mukaila, R., & Abdulhamid, K. O. (2022). Informal finance: Its drivers and contributions to farm investment among rural farmers in Northcentral Nigeria. Agricultural Finance Review, 82(5), 942–959. https://doi.org/10.1108/AFR-10-2021-0135

Hafidzi, A. H., & Utami, N. (2025). Locus of control mediates the effect of financial behavior and social trust on sharia-compliant investment decisions. The Indonesian Accounting Review, 15(2), 125–138. https://doi.org/10.14414/tiar.v15i2.5205

Hasan, M., Le, T., & Hoque, A. (2021). How does financial literacy impact on inclusive finance? Financial Innovation, 7(40), 1–23. https://doi.org/10.1186/s40854-021-00259-9

Herawati, N., et al. (2018). Pengaruh kualitas pembelajaran keuangan dan literasi keuangan terhadap financial self-efficacy mahasiswa akuntansi. JPEKA: Jurnal Pendidikan Ekonomi, Manajemen dan Keuangan, 2(2), 115–128. https://doi.org/10.26740/jpeka.v2n2.p115-128

Hu, X., & Liu, Y. (2025). Digital financial literacy, social trust and household financial participation in rural communities. International Journal of Consumer Studies, 49(2), 1–18.

Kabeer, N. (2021). Three faces of agency in feminist economics: Capabilities, empowerment and citizenship. In The Routledge Handbook of Feminist Economics (pp. 99–107). Routledge. https://doi.org/10.4324/9780429020612-11

Ke, D. (2021). Who wears the pants? Gender identity norms and intrahousehold financial decision-making. The Journal of Finance, 76(3), 1389–1425. https://doi.org/10.1111/jofi.13002

Li, F., Wang, Y., Zhang, X., & Tsering, D. (2025). Financial inclusion, digital technology and farmers’ well-being nexus: Evidence from rural Xizang, China. Review of Development Economics, 29(3), 1907–1920.

Lusardi, A., & Mitchell, O. S. (2023). The importance of financial literacy: Opening a new field. Journal of Economic Perspectives, 37(4), 137–154. https://doi.org/10.1257/jep.37.4.137

Maharani, S. D., et al. (2023). The influence of the role of field agricultural extension workers as mediators on the success of the rice farming program. INJURITY: Journal of Interdisciplinary Studies, 2(10).

Marshall, M. N. (1996). The key informant technique. Family Practice, 13(1), 92–97. https://doi.org/10.1093/fampra/13.1.92

Menkhoff, L., & Kaiser, T. (2017). Does financial education impact financial behavior? A meta-analysis. DIW Discussion Papers.

Mwalupaso, G. E., Geng, X., & Yasin, S. I. (2025). Financial inclusion for sustainable agriculture: Pathways among smallholder women farmers in rural Zambia. PLoS ONE, 20(7), e0326980. https://doi.org/10.1371/journal.pone.0326980

OECD. (2005). Improving financial literacy: Analysis of issues and policies. OECD Publishing.

OECD. (2021). Evaluation of national strategies for financial literacy. OECD Publishing.

Ojong, N. (2018). Trust, cultural norms and financial institutions in rural communities: The case of Cameroon. Review of Social Economy, 76(1), 19–42. https://doi.org/10.1080/00346764.2017.1300316

Pierre Bourdieu. (1984). Distinction: A social critique of the judgement of taste. Routledge.

Quebral, N. C. (2012). Development communication primer. Southbound.

Ramana, M. V., Reddy, P. R., Kumar, S., & Singh, R. (2025). Integrated farming systems improve the income of small farm holdings—An overview of earlier findings in the Indian context. Food and Energy Security, 14(2), e70064. https://doi.org/10.1002/fes3.70064

Rogers, E. M. (2003). Diffusion of innovations (5th ed.). Free Press.

Saefudin, R., et al. (2021). Analisis tingkat bahaya, kerentanan dan risiko perubahan iklim: Studi komparatif petani padi Jawa Barat dan Jawa Timur. Mimbar Agribisnis, 7(1), 660–675. https://doi.org/10.25157/ma.v7i1.4761

Servaes, J. (2020). In S. Jan (Ed.), Handbook of communication for development and social change. Springer. https://doi.org/10.1007/978-981-15-2014-3

Stefiany, L., et al. (2025). The impact of financial knowledge and financial attitude on housewives’ saving behavior in Bandung City. Jurnal Muara Ilmu Ekonomi dan Bisnis, 9(2), 405–414.

Suhendri, R., et al. (2025). Manajemen komunikasi strategis dalam organisasi di era digital: Pendekatan kontekstual di Indonesia. Jurnal Ilmu Warisan Sumatera dan Peradaban, 7(2).

Suresh, G., et al. (2026). Financial socialisation, decision-making power and risk-taking behaviour of rural households: Moderating mediation analysis. SAGE Open, 16(1), 1–16. https://doi.org/10.1177/21582440261416975

Syahidah, F., Pratama, A., Nugroho, D., & Sari, R. (2025). Financial literacy intervention for rural farmers: A qualitative study on collective wealth building through simulation-based learning in Mekarmanik Village, Indonesia. Journal of Economic and Financial Studies, 1(7), 323–329.

Tran, T. A., Cook, B. R., & Touch, V. (2025). Agricultural extension institutions in rural Cambodia: Unpacking extension agent–farmer relations and interactions. Journal of Rural Studies, 117, 103671. https://doi.org/10.1016/j.jrurstud.2025.103671

Xu, G., Feng, L., Wang, W., & Li, Q. (2024). Digital financial literacy and rural income inequality. SAGE Open, 14(3). https://doi.org/10.1177/21582440241275642

Yin, R. K. (2018). Case study research and applications: Design and methods (6th ed.). Sage Publications.

Yu, Y., Li, W., Li, H., Luo, S., & Liu, Y. (2025). Exploring the dynamic impact of digital financial literacy on rural household income: New evidence from China. Sustainability, 17(8), 3385. https://doi.org/10.3390/su17083385

Zahara, E. (2018). Peranan komunikasi dalam pembangunan masyarakat pedesaan. Warta Dharmawangsa, 55, 1–10.

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Submitted

2026-05-20

Accepted

2026-06-11

Published

2026-06-12