1The Business School, University of Jammu, Jammu and Kashmir, India
2School of Management Studies, University of Jammu, Bhaderwah, Doda, Jammu and Kashmir, India
Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-Commercial use, reproduction and distribution of the work without further permission provided the original work is attributed.
Purpose: This study introduces an integrated conceptual framework elucidating the interconnections between excessive use of social networking sites (SNSs), financial shock (FS), and digital financial services usage behaviour (DFSUB) in relation to individual financial well-being (FWB). Furthermore, it examines the roles of financial knowledge (FK) and financial inclusion (FI) as mediating mechanisms within these relationships.
Design/methodology: The manuscript employs a scoping review of peer-reviewed literature concerning FWB and its antecedents. It utilises the information–motivation–behavioural skills (IMB) model to organise existing evidence and to develop six propositions that link excessive use of SNSs, FS, DFSUB, FK, FI and FWB.
Findings: The proposed framework posits that excessive engagement with SNSs and FS is negatively related to FWB. Conversely, the behaviour associated with the use of digital financial services (DFS) is positively related to FWB. Furthermore, the framework advances the propositions that FK serves as a mediator in the relationship between excessive use of SNSs and FWB, and that FI mediates the relationships between FS, DFSUB and FWB.
Practical implications: The conceptual model illustrates that policymakers and practitioners have the capacity to formulate strategies that enhance financial literacy, increase inclusive access to formal financial services and foster the responsible and effective use of DFS. These strategies aim to equip individuals with the necessary skills to navigate the impacts of social media and financial disruptions, ultimately contributing to improved FWB.
Originality/value: This study expands the IMB model into the realm of FWB by conceptualising excessive SNSs usage, FS, DFS usage, FK and FI as an integrated framework. It further articulates theoretically grounded propositions that can be empirically tested in future research across diverse populations and contexts.
Financial well-being, financial shock, social networking sites, digital financial service usage behaviour, financial knowledge, financial inclusion
Amico, K. R., Barta, W., Konkle-Parker, D. J., Fisher, J. D., Cornman, D. H., Shuper, P. A., & Fisher, W. A. (2009). The information-motivation-behavioral skills model of ART adherence in a deep south HIV+ clinic sample. AIDS and Behavior, 13(1), 66–75. https://doi.org/10.1007/s10461-007-9311-y
Bashir, I., & Qureshi, I. H. (2023). Examining theories, mediators and moderators in financial well-being literature: A systematic review and future research agenda. Qualitative Research in Organizations and Management: An International Journal, 18(4), 265–290. https://doi.org/10.1108/QROM-04-2022-2314
Basu, S., S. E. Bale, C., Wehnert, T., & Topp, K. (2019). A complexity approach to defining urban energy systems. Cities, 95, 102358. https://doi.org/10.1016/j.cities.2019.05.027
Belayeth Hussain, A. H. M., Endut, N., Das, S., Chowdhury, M. T. A., Haque, N., Sultana, S., & Ahmed, K. J. (2019). Does financial inclusion increase financial resilience? Evidence from Bangladesh. Development in Practice, 29(6), 798–807. https://doi.org/10.1080/09614524.2019.1607256
Bhatia, S., & Dawar, G. (2023). The impact of financial inclusion on social and political empowerment: Mediating role of economic empowerment. Journal of the Knowledge Economy, 15(3), 13727–13744. https://doi.org/10.1007/s13132-023-01621-1
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
Buckley, R. P., & Malady, L. (2009). News extra: GSMA, contactless and mobile money. Card Technology Today, 21(7), 2. https://doi.org/10.1016/S0965-2590(09)70120-3
Bufe, S., Roll, S., Kondratjeva, O., Skees, S., & Grinstein-Weiss, M. (2022). Financial shocks and financial well-being: What builds resiliency in lower-income households? Social Indicators Research, 161(1), 379–407. https://doi.org/10.1007/s11205-021-02828-y
Chatterjee, D., Kumar, M., & Dayma, K. K. (2019). Income security, social comparisons and materialism: Determinants of subjective financial well-being among Indian adults. International Journal of Bank Marketing, 37(4), 1041–1061. https://doi.org/10.1108/IJBM-04-2018-0096
Chen, F., Du, X., & Wang, W. (2023). Can fintech applied to payments improve consumer financial satisfaction? Evidence from the USA. Mathematics, 11(2), 363. https://doi.org/10.3390/math11020363
Dare, S. E., van Dijk, W. W., van Dijk, E., van Dillen, L. F., Gallucci, M., & Simonse, O. (2023). How executive functioning and financial self-efficacy predict subjective financial well-being via positive financial behaviors. Journal of Family and Economic Issues, 44(2), 232–248. https://doi.org/10.1007/s10834-022-09845-0
Dwivedi, A., & Lewis, C. (2021). How millennials’ life concerns shape social media behaviour. Behaviour and Information Technology, 40(14), 1467–1484. https://doi.org/ 10.1080/0144929X.2020.1760938
Engels, C., Kumar, K., & Philip, D. (2021). Financial literacy and fraud detection. In Financial literacy and responsible finance in the fintech era (1st ed., pp. 124–146). Routledge. https://doi.org/10.4324/9781003169192-8
Fan, L., & Henager, R. (2025). Generational differences in financial well-being: Understanding financial knowledge, skill, and behavior. International Journal of Consumer Studies, 49(1), e70011. https://doi.org/10.1111/ijcs.70011
Fatma, M., Khan, I., Kumar, V., & Shrivastava, A. K. (2022). Corporate social responsibility and customer-citizenship behaviors: The role of customer–company identification. European Business Review, 34(6), 858–875. https://doi.org/10.1108/EBR-12-2021-0250
Faturohman, T., Megananda, T. B., & Ginting, H. (2024). Improving financial wellbeing in Indonesia: The role of social media as a mediating factor in financial behavior. Cogent Social Sciences, 10(1), 2319374. https://doi.org/10.1080/23311886.2024.2319374
Fioravanti, G., Casale, S., Benucci, S. B., Prostamo, A., Falone, A., Ricca, V., & Rotella, F. (2021). Fear of missing out and social networking sites use and abuse: A meta-analysis. Computers in Human Behavior, 122, 106839. https://doi.org/10.1016/j.chb.2021.106839
Fisher, J. D. (1992). Changing AIDS-risk behavior. Psychological Bulletin, 111(3), 455–474. https://opencommons.uconn.edu/chip_docs
French, D., McKillop, D., & Stewart, E. (2020). The effectiveness of smartphone apps in improving financial capability. European Journal of Finance, 26(4–5), 302–318. https://doi.org/10.1080/1351847X.2019.1639526
Fu, H., Manogaran, G., Wu, K., Cao, M., Jiang, S., & Yang, A. (2020). Intelligent decision-making of online shopping behavior based on internet of things. International Journal of Information Management, 50, 515–525. https://doi.org/10.1016/j.ijinfomgt.2019.03.010
Fu, J. (2020). Ability or opportunity to act: What shapes financial well-being? World Development, 128, 104843. https://doi.org/10.1016/j.worlddev.2019.104843
Gafoor, A., & Amilan, S. (2024). Fintech adoption and financial well-being of persons with disabilities: The mediating role of financial access, financial knowledge and financial behaviour. International Journal of Social Economics, 51(11), 1388–1401. https://doi.org/10.1108/IJSE-08-2023-0596
Gafoor, A., Amilan, S., & Patel, V. (2025). Financial well-being of internal migrant labours: The role of financial socialisation, financial knowledge and financial behaviour. International Journal of Social Economics, 52(1), 78–90. https://doi.org/10.1108/IJSE-01-2024-0044
García-Mata, O., & Zerón-Félix, M. (2022). A review of the theoretical foundations of financial well-being. International Review of Economics, 69(2), 145–176. https://doi.org/10.1007/s12232-022-00389-1
García-Mata, O., Zerón-Félix, M., & Briano, G. (2022). Financial well-being index in México. Social Indicators Research, 163(1), 111–135. https://doi.org/10.1007/s11205-022-02897-7
Glasford, D. E. (2008). Predicting voting behavior of young adults: The importance of information, motivation, and behavioral skills. Journal of Applied Social Psychology, 38(11), 2648–2672. https://doi.org/10.1111/j.1559-1816.2008.00408.x
Grau, S., Kleiser, S., & Bright, L. (2019). Exploring social media addiction among student millennials. Qualitative Market Research, 22(2), 200–216. https://doi.org/10.1108/QMR-02-2017-0058
Greninger, S. A., Hampton, V. L., Kitt, K. A., & Achacoso, J. A. (1996). Ratios and benchmarks for measuring the financial well-being of families and individuals. Financial Services Review, 5(1), 57–70. https://doi.org/10.1016/S1057-0810(96)90027-X
Gupta, S., Dutt, R., Sharma, A., & Sharma, B. (2024). Gamification in digital marketing: Proposing a theoretical framework based on uses and gratifications theory. BIMTECH Business Perspectives, 5(1) 9–25. https://doi.org/10.1177/25819542241246884
Gutter, M., & Copur, Z. (2011). Financial behaviors and financial well-being of college students: Evidence from a national survey. Journal of Family and Economic Issues, 32(4), 699–714. https://doi.org/10.1007/s10834-011-9255-2
Hasan, M. M., Yajuan, L., & Khan, S. (2022). Promoting China’s inclusive finance through digital financial services. Global Business Review, 23(4), 984–1006. https://doi.org/10.1177/0972150919895348
Hira, T. K., & Mugenda, O. M. (1998). Predictors of financial satisfaction: Differences between retirees and non-retirees. Journal of Financial Counseling and Planning, 9(2), 75.
Hussain, S., Gupta, S., & Bhardwaj, S. (2025a). Determinants inhibiting digital payment system adoption: An Indian perspective. Qualitative Research in Financial Markets, 17(4), 716–748. https://doi.org/10.1108/QRFM-09-2023-0223
Hussain, S., Gupta, S., & Bhardwaj, S. (2025b). Unraveling the dynamics of digital financial services adoption and digital divide: A systematic literature review and future research agenda. Journal of Global Information Technology Management, 28(2), 77–110. https://doi.org/10.1080/1097198X.2025.2480970
Hwang, H., & Park, H. I. (2023). The relationships of financial literacy with both financial behavior and financial well-being: Meta-analyses based on the selective literature review. Journal of Consumer Affairs, 57(1), 222–244. https://doi.org/10.1111/joca.12497
Jabareen, Y. (2009). Building a conceptual framework: Philosophy, definitions, and procedure. International Journal of Qualitative Methods, 8(4), 49–62. https://doi.org/10.1177/160940690900800406
Kamble, P. A., Mehta, A., & Rani, N. (2024). Financial inclusion and digital financial literacy: Do they matter for financial well-being? Social Indicators Research, 171(3), 777–807. https://doi.org/10.1007/s11205-023-03264-w
Kass-Hanna, J., Lyons, A. C., & Liu, F. (2022). Building financial resilience through financial and digital literacy in South Asia and Sub-Saharan Africa. Emerging Markets Review, 51, 100846. https://doi.org/10.1016/j.ememar.2021.100846
Kaur, G., Singh, M., & Singh, S. (2021). Mapping the literature on financial well?being: A systematic literature review and bibliometric analysis. International Social Science Journal, 71(241–242), 217–241. https://doi.org/10.1111/issj.12278
Kelly, Y., Zilanawala, A., Booker, C., & Sacker, A. (2018). Social media use and adolescent mental health: Findings from the UK Millennium Cohort Study. EClinicalMedicine, 6, 59–68. https://doi.org/10.1016/j.eclinm.2018.12.005
Ketelaar, P. E., Janssen, L., Vergeer, M., van Reijmersdal, E. A., Crutzen, R., & van ’t Riet, J. (2016). The success of viral ads: Social and attitudinal predictors of consumer pass-on behavior on social network sites. Journal of Business Research, 69(7), 2603–2613. https://doi.org/10.1016/J.JBUSRES.2015.10.151
Kim, K. T., & Lee, J. (2024). Unlocking financial well-being for people with disabilities: The importance of financial knowledge and socialization within the family context. SAGE Open, 14(2). https://doi.org/10.1177/21582440241253564
Kulshreshtha, A., Raju, S., Muktineni, S. M., & Chatterjee, D. (2023). Income shock and financial well-being in the COVID-19 pandemic: Financial resilience and psychological resilience as mediators. International Journal of Bank Marketing, 41(5), 1037–1058. https://doi.org/10.1108/IJBM-08-2022-0342
Kumar, J., & Ahuja, A. (2024). Financial inclusion: Key determinants and its impact on financial well-being. Global Business and Economics Review, 31(3), 330–353. https://doi.org/10.1504/GBER.2024.140847
Kumar, J., Rani, V., Rani, G., & Sarker, T. (2023). Determinants of the financial wellbeing of individuals in an emerging economy: An empirical study. International Journal of Bank Marketing, 41(4), 860–881. https://doi.org/10.1108/IJBM-10-2022-0475
Laila, N., Ismail, S., Mohd Hidzir, P. A., Ratnasari, R. T., & Alias, N. E. (2025). Impact of social trust, social networks, and financial knowledge on financial well-being of micro-entrepreneurs in Malaysia and Indonesia. Cogent Business and Management, 12(1). https://doi.org/10.1080/23311975.2025.2460614
Limbu, Y. B. (2017). Credit card knowledge, social motivation, and credit card misuse among college students: Examining the information–motivation–behavioral skills model. International Journal of Bank Marketing, 35(5), 842–856. https://doi.org/10.1108/IJBM-04-2016-0045
Liu, P., He, J., & Li, A. (2019). Upward social comparison on social network sites and impulse buying: A moderated mediation model of negative affect and rumination. Computers in Human Behavior, 96, 133–140. https://doi.org/10.1016/j.chb.2019.02.003
Lone, U. M., & Bhat, S. A. (2024). Impact of financial literacy on financial well-being: A mediational role of financial self-efficacy. Journal of Financial Services Marketing, 29(1), 122–137. https://doi.org/10.1057/s41264-022-00183-8
Lusardi, A. (2012). Numeracy, financial literacy, and financial decision-making (No. w17821). National Bureau of Economic Research. https://doi.org/10.3386/W17821
Lyons, A. C., & Kass-Hanna, J. (2021). A methodological overview to defining and measuring ‘digital’ financial literacy. Financial Planning Review, 4(2). https://doi.org/10.1002/cfp2.1113
Mahendru, M., Sharma, G. D., Pereira, V., Gupta, M., & Mundi, H. S. (2022). Is it all about money honey? Analyzing and mapping financial well-being research and identifying future research agenda. Journal of Business Research, 150, 417–436. https://doi.org/10.1016/j.jbusres.2022.06.034
Miranda, S., Trigo, I., Rodrigues, R., & Duarte, M. (2023). Addiction to social networking sites: Motivations, flow, and sense of belonging at the root of addiction. Technological Forecasting and Social Change, 188, 122280. https://doi.org/10.1016/j.techfore.2022.122280
Mpofu, F. Y., & Mhlanga, D. (2022). Digital financial inclusion, digital financial services tax and financial inclusion in the fourth industrial revolution era in Africa. Economies, 10(8), 184. https://doi.org/10.3390/ECONOMIES10080184
Nandru, P., Chendragiri, M., & Velayutham, A. (2021). Examining the influence of financial inclusion on financial well-being of marginalized street vendors: An empirical evidence from India. International Journal of Social Economics, 48(8), 1139–1158. https://doi.org/10.1108/IJSE-10-2020-0711
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
Nizam, K., & Rashidi, M. Z. (2025). Barriers to digital financial inclusion and digital financial services (DFS) in Pakistan: A phenomenological approach. Qualitative Research in Financial Markets, 17(2), 251–274. https://doi.org/10.1108/QRFM-11-2023-0271
Parayil Iqbal, U., Jose, S. M., & Tahir, M. (2023). Integrating trust with extended UTAUT model: A study on Islamic banking customers’ m-banking adoption in the Maldives. Journal of Islamic Marketing, 14(7), 1836–1858. https://doi.org/10.1108/JIMA-01-2022-0030
Rahman, S. A., Alam, M. M. D., & Taghizadeh, S. K. (2020). Do mobile financial services ensure the subjective well-being of micro-entrepreneurs? An investigation applying UTAUT2 model. Information Technology for Development, 26(2), 421–444. https://doi.org/10.1080/02681102.2019.1643278
Rana, N. P., Luthra, S., & Rao, H. R. (2020). Key challenges to digital financial services in emerging economies: The Indian context. Information Technology and People, 33(1), 198–229. https://doi.org/10.1108/ITP-05-2018-0243
Riitsalu, L., & Murakas, R. (2019). Subjective financial knowledge, prudent behaviour and income: The predictors of financial well-being in Estonia. International Journal of Bank Marketing, 37(4), 934–950. https://doi.org/10.1108/IJBM-03-2018-0071
Riitsalu, L., Sulg, R., Lindal, H., Remmik, M., & Vain, K. (2024). From security to freedom— The meaning of financial well-being changes with age. Journal of Family and Economic Issues, 45(1), 56–69. https://doi.org/10.1007/s10834-023-09886-z
Ringelstein, D., & Patel, K. (2023). A conceptual framework for informatics. E-Journal of Business Education and Scholarship of Teaching, 17(1), 9–14. https://eric.ed.gov/?id=EJ1376059
Salignac, F., Hamilton, M., Noone, J., Marjolin, A., & Muir, K. (2020). Conceptualizing financial wellbeing: An ecological life-course approach. Journal of Happiness Studies, 21(5), 1581–1602. https://doi.org/10.1007/s10902-019-00145-3
Santini, F. D. O., Ladeira, W. J., Mette, F. M. B., & Ponchio, M. C. (2019). The antecedents and consequences of financial literacy: A meta-analysis. International Journal of Bank Marketing, 37(6), 1462–1479. https://doi.org/10.1108/IJBM-10-2018-0281
Seacat, J. D., & Northrup, D. (2010). An information-motivation-behavioral skills assessment of curbside recycling behavior. Journal of Environmental Psychology, 30(4), 393–401. https://doi.org/10.1016/j.jenvp.2010.02.002
Shang, S. S. C., Wu, Y. L., & Sie, Y. J. (2017). Generating consumer resonance for purchase intention on social network sites. Computers in Human Behavior, 69, 18–28. https://doi.org/10.1016/J.CHB.2016.12.014
She, L., Ma, L., Voon, M. L., & Lim, A. S. S. (2023). Excessive use of social networking sites and financial well-being among working millennials: A parallel-serial mediation model. International Journal of Bank Marketing, 41(1), 158–178. https://doi.org/10.1108/IJBM-04-2022-0172
She, L., Rasiah, R., Waheed, H., & Pahlevan Sharif, S. (2021). Excessive use of social networking sites and financial well-being among young adults: The mediating role of online compulsive buying. Young Consumers, 22(2), 272–289. https://doi.org/10.1108/YC-11-2020-1252
Shell, D. F., Newman, I. M., Perry, C. M., & Folsom, A. R. B. (2011). Changing intentions to use smokeless tobacco: An application of the IMB model. American Journal of Health Behavior, 35(5), 568–580. https://doi.org/10.5993/AJHB.35.5.6
Shim, S., Xiao, J. J., Barber, B. L., & Lyons, A. C. (2009). Pathways to life success: A conceptual model of financial well-being for young adults. Journal of Applied Developmental Psychology, 30(6), 708–723. https://doi.org/10.1016/j.appdev.2009.02.003
Sonali, S., Hussain, S., Gupta, S., & Bhardwaj, S. (2025). A helping hand in banking: How off-site customer-to-customer interactions impact the mobile banking usage behaviour and financial well-being. International Journal of Bank Marketing, 1–29. https://doi.org/10.1108/IJBM-02-2025-0125
Sun, L., Small, G., Huang, Y. H., & Ger, T. B. (2022). Financial shocks, financial stress and financial resilience of Australian households during COVID-19. Sustainability (Switzerland), 14(7), 3736. https://doi.org/10.3390/su14073736
Teo, L. X., Leng, H. K., & Phua, Y. X. P. (2019). Marketing on Instagram: Social influence and image quality on perception of quality and purchase intention. International Journal of Sports Marketing and Sponsorship, 20(2), 321–332. https://doi.org/10.1108/IJSMS-04-2018-0028
Thorisdottir, I. E., Sigurvinsdottir, R., Asgeirsdottir, B. B., Allegrante, J. P., & Sigfusdottir, I. D. (2019). Active and passive social media use and symptoms of anxiety and depressed mood among Icelandic adolescents. Cyberpsychology, Behavior, and Social Networking, 22(8), 535–542. https://doi.org/10.1089/cyber.2019.0079
Thoumrungroje, A. (2018). A cross-national study of consumer spending behavior: The impact of social media intensity and materialism. Journal of International Consumer Marketing, 30(4), 276–286. https://doi.org/10.1080/08961530.2018.1462130
Tsai, W. H. S., & Men, L. R. (2017). Consumer engagement with brands on social network sites: A cross-cultural comparison of China and the USA. Journal of Marketing Communications, 23(1), 2–21. https://doi.org/10.1080/13527266.2014.942678
Tulcanaza-Prieto, A. B., Cortez-Ordoñez, A., Rivera, J., & Lee, C. W. (2025). Is digital literacy a moderator variable in the relationship between financial literacy, financial inclusion, and financial well-being in the Ecuadorian context? Sustainability (Switzerland), 17(6), 2476. https://doi.org/10.3390/su17062476
Vishwakarma, P. (2024). Impact of womens financial inclusion and financial attitude on their financial well-being. Journal of Commerce and Accounting Research, 13(1), 1–12. https://doi.org/10.21863/JCAR/2024.13.1.001
Vlaev, I., & Elliott, A. (2014). Financial well-being components. Social Indicators Research, 118(3), 1103–1123. https://doi.org/10.1007/s11205-013-0462-0
Wilcox, K., & Stephen, A. T. (2013). Are close friends the enemy? Online social networks, self-esteem, and self-control. Journal of Consumer Research, 40(1), 90–103. https://doi.org/10.1086/668794
Xiao, J. J., Chen, C., & Chen, F. (2014). Consumer financial capability and financial satisfaction. Social Indicators Research, 118(1), 415–432. https://doi.org/10.1007/s11205-013-0414-8
Yang, T., & Zhang, X. (2022). Fintech adoption and financial inclusion: Evidence from household consumption in China. Journal of Banking and Finance, 145, 106668. https://doi.org/10.1016/j.jbankfin.2022.106668
Zhang, Y., & Fan, L. (2024). The nexus of financial education, literacy and mobile fintech: Unraveling pathways to financial well-being. International Journal of Bank Marketing, 42(7), 1789–1812. https://doi.org/10.1108/IJBM-09-2023-0531