Digital Financial Literacy Boosts Financial Well-Being, Study of Indian Professionals Finds

Money management has moved decisively onto the screen. Payments, savings, investments, insurance, and credit are now routinely handled through apps and digital platforms, and the skills needed to navigate this landscape have quietly become as important as the ability to balance a checkbook once was. A new study published in the International Review of Economics examines whether this so-called digital financial literacy actually translates into something people can feel in their daily lives: financial well-being. The answer, based on data from hundreds of working professionals across India, is a qualified but compelling yes, with an important twist about how the benefit arrives.

The research, conducted by Anmol Gulati and Sridhar Manohar of Chitkara Business School, Sultan Singh of Maharishi Markandeshwar University, and Atul Shiva of Jaipuria Institute of Management, set out to map the psychological pathway that connects knowing how to use digital finance tools with feeling financially secure. Rather than treating digital financial literacy as a simple on-off switch, the team built a model in which its effects flow through two intermediate stages: first, a person’s confidence in their own financial abilities, known as financial self-efficacy, and second, their actual financial behavior, encompassing saving, spending, and investing habits.

This two-step chain is what statisticians call serial mediation, and it reflects a growing understanding in behavioral finance that knowledge alone rarely changes outcomes. Drawing on Albert Bandura’s foundational theory of self-efficacy, the authors reasoned that digital financial literacy first bolsters a person’s belief that they can manage money effectively, and that this confidence then manifests in concrete behaviors such as budgeting, saving regularly, and investing deliberately. Those behaviors, in turn, are what ultimately feed into financial well-being, which researchers typically define as a state in which a person can meet their current and ongoing financial obligations, feels secure about their financial future, and is able to make choices that allow them to enjoy life.

To test this chain, the researchers surveyed 593 professionals working across India, using an adapted questionnaire designed to capture digital financial literacy in its full multidimensional form. This construct goes well beyond conventional financial literacy. As the authors and other scholars in the field have emphasized, digital financial literacy includes knowledge of digital financial products, awareness of the range of digital financial services available, understanding of digital financial risks, and the ability to control and mitigate those risks. A person may understand compound interest perfectly yet still fall victim to a phishing scam or mismanage a mobile wallet, which is precisely why the digital dimension demands separate measurement.

The analysis employed variance-based partial least squares structural equation modeling, or PLS-SEM, a technique widely used in business and social science research when the goal is to test complex networks of relationships among latent constructs that cannot be directly observed. PLS-SEM estimates the paths linking constructs such as digital knowledge, financial self-efficacy, and financial well-being simultaneously, allowing the researchers to assess both direct effects and the indirect effects that travel through mediators. The approach also permitted the team to test moderated mediation, a more sophisticated question about whether the strength of one link in the chain depends on another variable.

The headline finding is that digital financial literacy has a significant positive impact on financial well-being among professionals. But the more illuminating result concerns the route it takes. Financial self-efficacy and financial behavior were found to serially mediate the relationship, meaning that digitally literate individuals tend to feel more capable of managing their finances, that confidence encourages sound financial behaviors, and those behaviors ultimately elevate well-being. In practical terms, the study suggests that teaching someone to navigate digital finance does not directly make them financially secure; rather, it works through a psychological gear train in which competence breeds confidence, confidence breeds action, and action breeds security.

The second major question the study tackled was whether the use of digital financial services moderates the link between financial behavior and financial well-being. Here the results were nuanced. Across the full sample, the researchers found no evidence that digital financial services usage moderates the relationship between financial behavior and financial well-being. Simply using digital payment apps or online banking platforms does not, by itself, change how strongly good financial habits translate into feelings of financial security.

However, when the researchers looked at experience, a different picture emerged. Among consumers with higher levels of experience using digital financial services, financial behavior showed a positive impact on financial well-being. In other words, higher levels of sound financial behavior appear to enhance financial well-being more prominently for consumers who are more experienced with digital financial services. Familiarity with the digital financial ecosystem seems to amplify the payoff of good money habits, plausibly because experienced users can execute those habits more efficiently, access a wider range of tools, and avoid the friction and errors that discourage less practiced users.

The study is notable for focusing on professionals in the capital region of India, a population sitting at the sharp end of one of the world’s fastest digital finance transformations. India’s push toward digital payments and financial inclusion has brought hundreds of millions of people into contact with digital financial services, making the question of digital financial literacy not merely academic but a matter of household economic security. The authors note that although digital financial literacy is increasingly recognized as a distinct domain separate from conventional financial literacy, its impact on outcomes such as financial well-being, digital financial services use, financial self-efficacy, and financial behavior remains largely unexplored, a gap this study is designed to close. They also highlight that introducing digital financial services into the relationship between financial behavior and financial well-being, and tracing the serial mediation of self-efficacy and behavior, offers a new dimension for the study of well-being more broadly.

For policymakers and financial educators, the implications are concrete. Programs that simply teach the mechanics of digital finance may fall short if they do not also build users’ confidence and encourage the translation of that confidence into consistent saving, spending, and investing behavior. Conversely, efforts to promote digital financial services adoption may yield the greatest well-being dividends when paired with behavioral guidance, since experience with digital platforms appears to magnify the well-being benefits of good financial habits. As digital finance continues to embed itself in everyday economic life, the study suggests that the pathway to financial security runs not through any single skill or tool, but through the reinforcing loop that connects digital knowledge, self-belief, disciplined behavior, and, ultimately, peace of mind.

Subject of Research: The effect of digital financial literacy on the financial well-being of professionals through serial mediation by financial self-efficacy and financial behavior

Article Title: Does being digitally financially literate lead to financial well-being? Insights from a moderated serial mediation analysis

Article References: Does being digitally financially literate lead to financial well-being? Insights from a moderated serial mediation analysis. (n.d.). https://doi.org/10.1007/s12232-026-00552-y

Image Credits: AI Generated

DOI: 10.1007/s12232-026-00552-y

Keywords: digital financial literacy, financial well-being, financial self-efficacy, financial behavior, digital financial services, PLS-SEM, serial mediation, behavioral finance, India, professionals, financial inclusion, fintech