📈 economics

Digital Financial Governance Self Regulation and Students Financial Discipline in Indonesian Islamic Boarding Schools

This study demonstrates that in Indonesian Islamic boarding schools, digital payment systems enhance students' financial discipline both directly and indirectly by strengthening self-regulation, highlighting the role of institutional context in shaping the behavioral outcomes of cashless governance.

Original authors: Irfan Musonif, Ifada Novikasari, Muhamad Slamet Yahya, Zarkasi Zarkasi, Agus Setiawan

Published 2026-07-09

📖 4 min read☕ Coffee break read

CC BY 4.0

Original authors: Irfan Musonif, Ifada Novikasari, Muhamad Slamet Yahya, Zarkasi Zarkasi, Agus Setiawan

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

The Big Picture: A Digital Wallet in a Strict School

Imagine a traditional Islamic boarding school (called a pesantren in Indonesia). In the past, students carried physical cash in their pockets. Now, the school has switched to a digital payment system (like a student ID card that acts as a debit card) where they can't touch real money.

The researchers wanted to know: Does going "cashless" actually make students better at managing their money, or does it just make them spend more easily?

They studied 146 students at one specific boarding school to find out.

The Main Characters (Variables)

To understand the study, think of these three characters:

The Cashless System (The Digital Gatekeeper): This is the technology. It's like a digital fence that only lets you buy what you need and tracks every penny you spend. You can't "lose" your wallet, but you also can't easily hide how much you're spending.
Self-Regulation (The Inner Coach): This is the student's internal ability to say, "No, I don't need that snack," or "Yes, I should save for my books." It's the mental muscle that controls impulses.
Financial Discipline (The Good Habit): This is the result. It's when a student consistently spends money wisely, sticks to a budget, and doesn't buy things they don't need.

The Big Question: How Do They Connect?

For a long time, experts thought digital money was dangerous. The theory was: "Cash hurts to spend, but digital money feels fake, so people spend more." (Like how it's easier to swipe a card than hand over a crumpled $20 bill).

However, this study found something different in the context of a boarding school.

The Discovery:
The study found that the Cashless System actually improves Financial Discipline. But it doesn't just happen magically. It works through a two-step process involving the "Inner Coach" (Self-Regulation).

The Analogy: The Digital Gym Coach

Think of the Cashless System not just as a payment tool, but as a digital gym coach.

Direct Effect (The Coach's Rules): The system has built-in rules. It shows you exactly how much you have left. It's hard to overspend because the system stops you. This directly helps you stay disciplined.
The Indirect Effect (Training the Muscle): This is the most interesting part. Because the system tracks everything and makes spending transparent, it forces the student to practice their "Inner Coach" skills.
- Without the system: You might just grab cash and buy things without thinking.
- With the system: You see the number drop. You have to pause and think, "Do I really need this?" This practice strengthens your Self-Regulation.
- The Result: Because your "Inner Coach" is now stronger, you become more disciplined even when the system isn't watching.

The Paper's Verdict:
The digital system acts as a training ground. It helps students build their internal self-control muscles. The study calls this Partial Mediation, which simply means:

The system helps discipline directly (by blocking bad spending).
The system also helps discipline indirectly by making students better at controlling themselves.

Why This School Was Special

The researchers noted that this result might be different in a normal city or a regular university.

In a regular store: Digital money might make you spend more because there are no rules.
In this Boarding School: The school has a strict culture, strong rules, and a community that watches out for each other. The digital system works with these rules, not against them. It's like a digital fence inside a walled garden; the fence helps the garden grow better, not worse.

What the Study Does NOT Say

It does not say this works for everyone everywhere. It only worked in this specific type of school with strict rules.
It does not prove that digital money always makes people disciplined. In fact, the paper admits that in other places, it might make people spend more.
It does not suggest that schools should force this on everyone immediately. It just explains how it worked in this one specific case.

Summary

In this specific Indonesian boarding school, switching to a cashless system didn't make students spend recklessly. Instead, the system acted like a digital training partner. It tracked spending, which forced students to practice self-control. This practice strengthened their "inner coach," leading to better money habits overall. The technology didn't just manage the money; it helped manage the student's behavior.

Technical Summary: Digital Financial Governance, Self-Regulation, and Financial Discipline in Indonesian Islamic Boarding Schools

Problem Statement and Research Gap
The rapid digital transformation of financial systems has reshaped institutional governance and individual financial behavior. While existing literature extensively explores the direct effects of cashless payment systems on consumption patterns, it often treats these technologies as behaviorally neutral or assumes they inherently encourage impulsive spending by reducing the "pain of paying." A significant theoretical gap exists regarding how digital financial technologies interact with institutional norms, social control mechanisms, and internalized value systems, particularly within value-based educational ecosystems.

Most prior studies focus on secular, commercial, or general societal contexts, overlooking environments characterized by strong moral regulation and collective disciplinary structures, such as pesantren (Islamic boarding schools). Consequently, there is limited understanding of whether the behavioral consequences of cashless systems are technologically deterministic or institutionally contingent. This study addresses two specific gaps: (1) the lack of research on the psychological mechanisms (specifically self-regulation) through which digital payment systems shape disciplined financial behavior, and (2) the scarcity of studies positioning pesantren as active institutional environments that mediate the interaction between financial technology and behavioral formation.

Methodology
The study employs a quantitative explanatory approach using a cross-sectional survey design.

Setting and Sample: Data were collected from 146 valid respondents (students) at Pesantren Raudlotut Tholibin in Banjarnegara, Central Java, Indonesia, out of a total population of 285 students using the cashless system. A simple random sampling technique was utilized.
Instrument: A structured questionnaire based on a five-point Likert scale was used, adapted from validated international literature to the pesantren context. The final instrument comprised 22 items across three constructs: Cashless System (7 items), Self-Regulation (7 items), and Financial Discipline (8 items).
Validity and Reliability: Content validity was established through expert review. Construct validity was confirmed via corrected item-total correlations, Composite Reliability (CR > 0.70), and Average Variance Extracted (AVE > 0.50). Cronbach's Alpha values exceeded 0.70 for all constructs. Common method bias was assessed via Harman's single-factor test, which indicated no serious threat.
Analysis: Data were analyzed using regression-based mediation analysis via PROCESS Macro Model 4 (Hayes, 2022) with 5,000 bootstrap resamples. Assumption tests for normality, multicollinearity (VIF < 5), and heteroscedasticity were satisfied.

Key Results
The analysis tested four hypotheses regarding the relationships between cashless systems, self-regulation, and financial discipline:

Direct Effects: Cashless payment systems were found to have a significant positive direct effect on financial discipline ( $B = 0.285, p < .001$ ).
Mediator Path: Cashless systems significantly positively influenced self-regulation ( $B = 0.663, p < .001$ ), and self-regulation significantly positively influenced financial discipline ( $B = 0.555, p < .001$ ).
Mediation Effect: Self-regulation functioned as a significant partial mediator. The indirect effect of cashless systems on financial discipline through self-regulation was statistically significant ( $B = 0.368, 95\% CI [0.256, 0.496]$ ).
Model Fit: The combined model explained 56.4% of the variance in financial discipline ( $R^2 = .564$ ), while the cashless system alone explained 33.1% of the variance in self-regulation ( $R^2 = .331$ ).

Key Contributions
The paper claims three primary contributions to the literature:

Institutional Embeddedness: It extends research on digital governance by demonstrating that the behavioral consequences of digital payment systems are institutionally embedded rather than technologically deterministic. The study challenges the assumption that cashless systems universally weaken self-control, showing instead that in highly regulated environments, they can reinforce discipline.
Socio-Technical Infrastructure: It contributes to the literature on digitally mediated governance by conceptualizing cashless payment systems as socio-technical infrastructures. These systems regulate financial behavior not just through transactional efficiency but through institutional monitoring, behavioral restrictions, and the internalization of values.
Contextual Expansion: By examining Islamic boarding schools, the study expands the understanding of how digital transformation interacts with institutional governance, normative regulation, and behavioral formation in value-based communities, a context previously underrepresented in financial behavior research.

Significance and Claims
The authors assert that the relationship between cashless systems and financial discipline is both psychologically mediated and institutionally conditioned. The study posits that in pesantren environments, digital payment systems function as "behavioural governance infrastructures." The restricted access to physical cash, combined with transparent transaction records and continuous institutional monitoring, strengthens students' self-regulatory capacities.

The findings suggest that digital financial technologies do not operate in a socially neutral manner; rather, they interact continuously with institutional structures. In this specific context, the cashless system acts as a pedagogical mechanism that integrates financial management with character education. The study concludes that the effectiveness of financial digitalization depends on the institutional capacity to embed digital systems within value-based educational practices and behavioral supervision mechanisms.

Limitations and Future Directions
The authors modestly acknowledge several limitations:

Generalizability: The study was conducted in a single pesantren, meaning findings are contextually embedded and may not apply universally to other educational or sociocultural settings.
Causal Inference: The cross-sectional design limits the ability to establish strong temporal ordering or causal inference, capturing only associative relationships at a single point in time.
Measurement: Reliance on self-reported data introduces potential response biases, despite procedural remedies.
Model Scope: The analytical model focused primarily on self-regulation, excluding other potential variables such as religiosity, peer influence, or digital financial literacy.

The paper recommends future research employ comparative studies across different pesantren structures and longitudinal designs to capture the long-term dynamics of financial discipline. It also suggests integrating broader institutional and sociocultural variables to develop a more comprehensive framework for digital behavioral governance in Islamic educational ecosystems.