Digital financial services can meaningfully support women's economic empowerment across South Asia and sub-Saharan Africa, but only when products are designed around how women already manage money – with features that enable earmarking, smooth liquidity, and account for household dynamics.
Digital financial services contribute to women's economic empowerment under specific design and contextual conditions. Where products align with women's needs within their contexts, the effects are meaningful; where they do not, impacts are thin, fragile, or short-lived. This is the key lesson that emerges from a range of studies across South Asia and sub-Saharan Africa funded by BIGD's Women's Economic Empowerment and Digital Finance (WEE-DiFine) initiative.
In a recent synthesis paper (Kipchumba 2025), we map the evidence emerging from these studies onto the hypothesised impact mechanisms between digital financial services and women's economic empowerment, as laid out in the WEE-Difine white paper (Garz et al. 2020). These mechanisms include privacy, liquidity, behavioural commitment, bargaining power, time savings, mobility, discrimination, and access to non-financial digital services. In this article, we discuss mechanisms relevant to product design that hold up in the data and which operate differently than assumed. What emerges is not a blanket endorsement of digital inclusion, but a clearer, more demanding picture of which design features actually yield durable gains.
Saving behaviour as the central mechanism
If one mechanism appears consistently across the WEE-DiFine portfolio, it is behavioural structure.
Qualitative interviews with married women from low- to middle-income households in urban India document how women organise savings through informal mental accounting - earmarking multiple small pots of money to protect funds for specific purposes, such as children's education, weddings, health emergencies, and long-term security, in the face of irregular income and competing claims (Singh et al. 2023). Women often describe adjusting their own consumption and personal spending to protect these goals when income falls short. By tracing women's own accounts, Singh et al. (2023) establishes that they are already managing money with considerable sophistication, under real pressure, without tools designed to help them.
Digital tools are most effective when they reinforce this existing structure rather than replace it. Features such as labelled sub-accounts for earmarking, visual progress indicators, and low withdrawal friction replicate the informal separation that women already practice and help them protect their savings from the daily leakage that informal pots often cannot withstand (Singh et al. 2023).
Experimental evidence from two countries confirms this assertion. In Tanzania, Heath and Riley (2024) find that switching microloan repayments from cash to mobile money increases women's financial control and shifts their spending towards larger, planned purchases such as school fees and clothing, and away from small, frequent items like snacks and personal care products. In Uganda, Greco et al. (2024) find that cash transfers delivered via mobile money enable women to retain control over those funds. It is the earmarking capacity of digital systems - the ability to make a credible claim that this money is already 'committed' - that drives the effect.
In Ghana, the GasPay platform enabled women to make small, frequent payments to switch from charcoal to liquefied petroleum gas (LPG). It removed the lumpsum cost barrier to LPG use for low-income households by offering valuable features, including savings incentives and microcredit for LPG refills. Women value time savings, convenience, and predictability from GasPay and LPG (Gill-Wiehl et al. 2026).
Is privacy that important?
A prominent hypothesis is that digital financial services empowers women by providing privacy, allowing them to receive, hold, and spend money without the fear of appropriation or surveillance that cash transactions invite. Our evidence refines this picture considerably.
In Uganda, Greco et al. (2024) find that cash transfers delivered via mobile money significantly increased women's independent earnings (by around 31%) and their decision-making power, regardless of their husbands' explicit knowledge of the transfers.
More strikingly, with spousal disclosure, reported intimate partner violence (IPV) was 12 percentage points lower, compared to the group where the transfer was concealed from the spouse. The improvement is linked to increased marital trust and joint economic activity. Greco et al. (2024) found that husbands become controlling when they learn about the concealment. The implication challenges the simple privacy-empowerment logic: secrecy within the household may produce tension rather than autonomy.
In Tanzania, Heath and Riley (2024) find that digitised loan repayment strengthens women's financial control not by concealing funds from their spouses but by enabling them to earmark funds for specific purposes. The earmarking also provided women with opportunities to discuss finances with their husbands after repayments were moved to mobile money, thereby enhancing intrahousehold cooperation.
From the above discussion, we can reasonably argue that empowerment primarily comes from commitment, facilitated through digital financial services and intrahousehold discussions, and that concealment often risks harming women rather than benefiting them. Crucially, women using digital financial services should have the independence to decide how much financial information they want to share with their spouse.
Liquidity timing and stress reduction
A second mechanism with strong empirical support is liquidity smoothing, specifically, access to money when women and their households are most financially exposed.
An intervention in India that allowed female factory workers to withdraw up to 50% of their earned wages before payday via workplace kiosks produced striking results in this specific context (Adhvaryu et al. 2025). Informal borrowing fell by nearly one-third, and the need to cut back on essential consumption, including food, dropped by about 20% - two major strategies used during financial stress. Monthly earnings increased by up to 21%, partly because workers were more productive once financial stress eased. Critically, the intervention did not push women to reduce savings or incur new debt. The gains were largest for women already under financial strain, whose productivity rose by 17% compared with an 8% average among all treated workers. That timing shift was enough to alter behaviour, reduce stress, and raise productivity.
Insurance studies in Kenya point to the same underlying logic. Cecchi and Kannan (2025) use preference elicitation to find that women smallholders prefer insurance contracts that release payouts in stages during periods of peak food insecurity rather than in a single lump sum at settlement. When offered a timely-pay contract structured to match these preferences, uptake among women with limited decision-making power rose from 4% under the standard contract to 10%, confirming real, unmet demand.
Arteaga et al. (2023) redesigned a standard index insurance contract to reflect women's exposure to drought risk. The original contract was structured around livestock units and direct asset loss. In this context, livestock and the earnings derived from them are often under men's control. Women's exposure tends to be indirect: drought cuts the husband's livestock income and reduces their husbands' contributions to household expenses. The redesigned contract changed the unit of sale to family units and emphasised these indirect risks. Uptake rose from 13% to 24%, but only when paired with subsidies that allowed women to try the product. Framing alone, without the affordability to test the product, produced little response.
Design choices and their trade-offs
Across these studies, what drives impact is not access to digital financial services, credit, or insurance per se. It is liquidity delivered at moments when households are most exposed, through products structured around women's financial priorities and behaviours and their realities, such as relationship dynamics. Specifically for smallholder insurance, where uptake tends to be low, design innovations must build trust and familiarity through incentives such as a subsidy to try it out.
But before concluding, we must also discuss the risks of these design choices.
Digital credit presents a sharper risk. In Kenya, women with irregular incomes and low financial literacy reported deteriorating well-being when digital loan repayments became unmanageable due to high fees, aggressive collection practices, and debt cycles (Wainaina et al. 2024). This sits alongside the India finding that earned wage access reduced informal borrowing and stress without creating new debt. The comparison is instructive: liquidity through wage advances reduces the demand for costly credit, whereas access to costly digital credit worsens outcomes for the most financially constrained borrowers. The form of liquidity matters, not just its availability.
Household responses to digital finance also vary widely across contexts. The case of privacy is in point. Tanzania exhibits a cooperative pattern: digitised repayment opens up financial discussions and strengthens trust. Uganda presents a more complex picture: mobile money transfers increase women's autonomy and earnings, but concealment provokes husbands' controlling behaviour, while disclosure reduces IPV.
Digital transfers can also make women more visible as resource holders, which attracts claims from extended family and community members. In rural Kenya, greater access to mobile money increased pressure on women to remit and contribute to others (Wainaina et al. 2024). In Uganda, unconditional cash transfers became vulnerable to family claims once the inflows were known (Greco et al. 2024). Faster and more visible transfers may broaden women's support networks, but they can also create new obligations that erode the gains.
From expansion to alignment
The WEE-DiFine evidence converges, but around a specific and demanding set of conditions rather than a general endorsement of access to digital finance.
Reaching more women with digital financial services remains necessary. Millions of women are still excluded from tools that could reduce their vulnerability and support their economic activity. But expansion alone is not enough. What turns access into durable economic gains is a set of design choices far more specific than simply getting more women onto platforms.
The strongest and most consistent effects in the portfolio emerge when products are built around how women already manage money: earmarking funds for specific goals, smoothing consumption during periods of irregular income, and protecting savings from competing household and social claims. Liquidity needs to arrive at the right moment, not just be available in principle. And household dynamics, including the role of husbands, the risk of suspicion, and the potential for cooperation, need to be treated as part of the problem itself rather than as background context.
References
Adhvaryu, A, S Dhanaraj, A Nyshadham, S Gade, and A Somanchi (2025), "The impacts of earned wage access on low-income women workers," Unpublished manuscript.
Arteaga, J, C Michael, and A Hobbs (2023), "Reformulating index insurance to protect women's assets and well-being: Evidence from pastoralist communities in Kenya," Unpublished manuscript.
Cecchi, F, and S Kannan (2025), "Compensation preferences in agricultural insurance among smallholders in rural Kenya," Unpublished manuscript.
Garz, S, R Heath, E Kipchumba, and M Sulaiman (2020), "Evidence of digital financial services impacting women's economic empowerment: What explains the impacts and what is left to learn," Unpublished manuscript.
Gill-Wiehl, A, B K Jack, D Jack, and K P Asante (2026), "Digital financial services for LPG use and women's economic empowerment in Ghana," Unpublished manuscript.
Greco, G, S Gulesci, P Prabhakar, and M Sulaiman (2024), "(Digital) cash transfers, privacy and women's empowerment: Evidence from Uganda," Unpublished manuscript.
Heath, R, and E Riley (2024), "Digital financial services and women's empowerment: Experimental evidence from Tanzania," Unpublished manuscript.
Kipchumba, E (2025), "WEE-DiFine synthesis: Evidence of digital financial services impacting women's economic empowerment," Unpublished manuscript.
Singh, J, R Divekar, and K Arakoni (2023), "Extending trends in savings and digital finance to women's economic empowerment and digital savings: A qualitative study with married women in India," Unpublished manuscript.
Wainaina, C, E Igonya, K Janssens, and E Sidze (2024), "Digital financial services, women's economic empowerment, and maternal mental wellbeing: An ethnographic study in rural Kenya," Unpublished manuscript.