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Gender bias in access to finance and implications for capital misallocation

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Access to finance is essential for firm growth, yet women-led businesses often face significant barriers. Both demand-side barriers, such as social and cultural norms affecting female entrepreneurs’ ability to apply for credit, and supply-side barriers, including loan officers’ implicit biases against women, contribute to these gender gaps (Asiedu et al. 2013, Alesina et al. 2013). Additionally, contextual factors such as regulatory and legal restrictions, social perceptions, and gender-based violence further constrain the growth of women-led firms (Ubfal 2023). This column summarises the findings of our recent paper (Grover and Viollaz 2025) that systematically documents the financial constraints faced by women-managed firms and their broader implications for capital misallocation.

Using micro-data from the World Bank Enterprise Surveys (2008–2023) covering 61 countries, our analysis examines formal firms with at least five employees, focusing on both extensive and intensive margins of credit access. Countries are classified as ‘more traditional’ or ‘less traditional’ based on social perceptions about women’s roles from the World Values Survey. Specifically, countries where more adults agree that “[w]hen jobs are scarce, men should have more right to a job than women” are deemed more traditional.

Gender differences in opportunities and constraints breed inequalities, which have significant implications for allocative efficiency (Pan et al. 2025), capital misallocation (Morazzoni and Sy 2022, Ranasinghe 2024), and aggregate productivity (Goldberg and Chiplunker 2021). Following this literature, we construct two empirical indicators of capital misallocation – average return to capital and a measure based on the marginal revenue product of capital – to help assess whether women-led firms operate with sub-optimal levels of capital compared to their male counterparts.

There are no gender gaps in financial access on the extensive margin

Women-managed formal firms do not face credit constraints on the extensive margin, as they are equally likely to apply for credit and are 5 percentage points less likely to have their applications rejected compared to firms mamanged by men (Panel A of Figure 1). This lack of a gender gap in the likelihood of applying for credit holds across different social and cultural norms. However, in traditional countries, women-led firms are 12 percentage points less likely to face credit application rejection.

Prima facie, this is a surprising finding. However, this may be the result of a stronger selection process, where only the most capable women in traditional countries become managers of formal firms. This aligns with the findings of Morazzoni and Sy (2022) for the US, who show that only the most capable women enter entrepreneurship.

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Figure 1 Gender gaps in financial access

Notes: Panel A shows the estimated gender gap in credit application and credit rejection in percentage points, while Panel B shows the gender gap in the amount of debt in percentages. Dark colours reflect results that are statistically significant at the 10% or lower level; light colours, those that are not.

Gender gaps in financial access are significant on the intensive margin, especially in countries with stringent social norms

Women-managed firms are credit-constrained on the intensive margin, receiving 39% lower loan amounts than firms managed by men, conditional on credit applications being approved (Panel B of Figure 1). In traditional countries with stricter social and cultural norms, this gender gap increases to 54%, while in less traditional countries, the gap is 32%. Cultural barriers, including explicit discrimination in credit allocation and implicit biases that demand additional guarantors (e.g. Brock and De Haas 2023) or limit access to information and networks, may explain these results.

These differences are not explained by underlying performance metrics or risk profile

This disparity in the amount of credit received is not explained by gender differences in firms’ risk profiles, profitability, or productivity. In fact, women-managed firms are, on average, more profitable than those managed by men, which may help explain the lower credit-application rejection rates for women-managed firms (Figure 2). Women-managed firms do have lower sales per worker, thereby suggesting higher friction in accessing product and labour markets for better firm-to-worker matches.

Figure 2 Gender gaps in risk appetite and performance

Notes: Estimated gender gaps in leverage and profits-to-revenue ratio, in standard deviations from each country’s mean value. Estimated gender gap in sales per worker in percentages. Dark colours reflect results that are statistically significant at the 10% or lower level; light colours, those that are not.

Gender gaps in credit may breed capital misallocation

Despite women-managed firms being comparably risky and productive and, in fact, more profitable than their counterparts managed by men, they operate with lower credit levels, indicating potential sub-optimal credit allocation. While our data do not allow us to precisely identify the source of sub-optimal credit allocation, they suggest a potential misallocation of capital, particularly when considering the higher profitability of firms managed by females compared to male-managed firms.

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We examine empirical indicators of capital misallocation to test whether accessing lower amounts of credit has an impact on the allocation of resources between firms managed by women and men. Our results show that women-managed firms have a 14.7% higher average return to capital, an empirical measure of capital misallocation (Figure 3). By comparison, Morazzoni and Sy (2022) estimate this difference to be 12% for the US.

Figure 3 Gender gaps in capital misallocation

Notes: The figure shows the estimated gender gap in the average return to capital in percentages. Dark colours reflect results that are statistically significant at the 10% or lower level; light colours, those that are not.

The gender difference in the average return to capital is heightened in more traditional countries, where women-managed firms have a 29.6% higher return to capital compared firms managed by men. Our findings may be interpreted as a sign of capital misallocation; that is, women-managed firms could potentially benefit from increased levels of capital to align their relative returns with those of firms managed by men.

If discrimination on the intensive margin partly explains the extent of capital misallocation, then the difference in the empirical indicator would be stronger for firms that receive credit. In fact, this appears to be particularly true for traditional countries (Figure 3). We show that being able to borrow more could relax the credit constraint of firms and reduce capital misallocation for women-managed firms in more traditional countries.

Discussion

Our results show that women-led firms are not any less profitable or riskier than firms managed by men and yet are discriminated in allocation to credit. Policy options to address these disparities include blended finance solutions that mitigate inequalities in lending to female entrepreneurs (Aydin et al. 2024), gender-inclusive financial products, enhanced market access for women entrepreneurs, and fair lending practices. Legal and regulatory reforms that address the barriers women entrepreneurs face are also crucial. Fostering an inclusive financial environment can unlock the full potential of women-led firms, contributing to more efficient resource allocation.

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Editors’ note: This column is published in collaboration with the International Economic Associations’ Women in Leadership in Economics initiative, which aims to enhance the role of women in economics through research, building partnerships, and amplifying voices.

References

Alesina, A, F Lotti, and P Mistrulli (2013), “Do women pay more for credit? Evidence from Italy”, Journal of the European Economic Association 11: 45–66.

Asiedu, E, I Kalonda-Kanyama, N Leonce, and A Nti-Addae (2013), “Access to credit by firms in sub-Saharan Africa: How relevant is gender?”, American Economic Review 103: 293–97.

Aydin, H I, C Bircan, and R De Haas (2024), “Blended finance and female entrepreneurs”, VoxEU.org, 30 January.

Brock, J M, and R De Haas (2023), “Discriminatory lending: Evidence from bankers in the lab”, American Economic Journal: Applied Economics 15: 31–68.

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Goldberg, P, and G Chiplunkar (2021), “Aggregate implications of barriers to female entrepreneurship”, VoxEU.org, 19 April.

Grover, A, and M Viollaz (2025), “The gendered impact of social norms on financial access and capital misallocation”, World Bank Policy Research Working Paper 11041.

Morazzoni, M, and A Sy (2022), “Female entrepreneurship, financial frictions and capital misallocation in the US”, Journal of Monetary Economics 129: 93–118.

Pan, J, C Olivetti, and B Petrangolo (2025), “The evolution of gender in the labour market”, VoxEU.org, 20 January.

Ranasinghe, A (2024), “Misallocation across establishment gender”, Journal of Comparative Economics.

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Ubfal, D J (2023), “What works in supporting women-led businesses?”, World Bank Gender Thematic Policy Notes Series: Evidence and Practice Note.

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Why doing everything right no longer protects Canadian families from financial triage

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Why doing everything right no longer protects Canadian families from financial triage
Two young children upset as parents fight at home.

It’s 2026, and most Canadian households aren’t asking how to get ahead — they’re asking how to avoid falling further behind. Fuelled by a quiet frustration and the common refrain behind this anxiety: If I’m doing everything right, why does it still feel like I’m losing ground?

For Stacy Yanchuk Oleksy, CEO of Money Mentors, that sentiment shows up daily in conversations she and her colleagues have with Canadians. These aren’t people who spend wildly; these are Canadians who have already cut spending, already tightened their budget and already done all the tasks required for responsible money management.

As Yanchuk Oleksy pointed out during an interview with Money.ca, the anxiety illustrates a subtle shift in how Canadians are handling the ongoing pressure of higher living costs, where families once talked about budgeting, now the discussion is brinkmanship — deciding what can’t be paid this month, not what should be paid.

These are the households already living lean — and still slipping.

For years, personal finance advice centred on discipline: Track your spending, pay down debt, avoid lifestyle creep.

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But many families have reached a point where discipline alone no longer moves the needle.

“For households already stretched, stability just means the pressure isn’t getting worse — not that it’s getting better,” explains Yanchuk Oleksy.

With interest rates staying elevated longer than expected and everyday costs still stubbornly high, the margin for error has disappeared. Even small disruptions — a car repair, dental bill or temporary loss of overtime — can tip a household from “managing” to “making trade-offs.”

That’s when budgeting turns into triage.

Read more: Canadians spent $183B on dining and clothes in 2024. Prioritize these 4 critical investments instead and watch your net worth skyrocket

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In practice, financial triage means deciding which obligations get paid first — and which get deferred.

“Families cut out anything non-essential — less food in the grocery cart, no dining out, pulling kids from activities, postponing travel — while still relying on credit to cover basics like utilities, school costs, or transportation,” says Yanchuk Oleksy. “Further down the line,” she said, “it looks like parents deciding which credit card or line of credit gets paid — and which one doesn’t.”

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Pinnacle Financial Partners Conference: CEO touts merger culture, 9%-11% loan growth, $250M synergies

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Pinnacle Financial Partners Conference: CEO touts merger culture, 9%-11% loan growth, 0M synergies
Pinnacle Financial Partners (NASDAQ:PNFP) executives emphasized cultural alignment, integration planning, and continued growth expectations following the company’s recently completed merger, during a conference fireside chat featuring President and CEO Kevin Blair and CFO Jamie Gregory. Culture int
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Finance

Why Most Millionaires Don’t Feel Wealthy — and What It Really Takes to Feel Financially Secure

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Why Most Millionaires Don’t Feel Wealthy — and What It Really Takes to Feel Financially Secure

(Image credit: Getty Images)

Becoming a millionaire was once considered a clear sign of financial success. Many view it as a milestone that promises comfort, security and even a sense of arrival. But for many Americans today, crossing the seven-figure net-worth mark doesn’t necessarily translate into feeling wealthy.

A growing body of research shows that many millionaires still worry about retirement, healthcare costs and whether their money will last. At the same time, Americans’ definition of wealth has shifted upward as inflation, longer life expectancies and rising housing costs reshape financial expectations.

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