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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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Where in California are people feeling the most financial distress?

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Where in California are people feeling the most financial distress?

Inland California’s relative affordability cannot always relieve financial stress.

My spreadsheet reviewed a WalletHub ranking of financial distress for the residents of 100 U.S. cities, including 17 in California. The analysis compared local credit scores, late bill payments, bankruptcy filings and online searches for debt or loans to quantify where individuals had the largest money challenges.

When California cities were divided into three geographic regions – Southern California, the Bay Area, and anything inland – the most challenges were often found far from the coast.

The average national ranking of the six inland cities was 39th worst for distress, the most troubled grade among the state’s slices.

Bakersfield received the inland region’s worst score, ranking No. 24 highest nationally for financial distress. That was followed by Sacramento (30th), San Bernardino (39th), Stockton (43rd), Fresno (45th), and Riverside (52nd).

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Southern California’s seven cities overall fared better, with an average national ranking of 56th largest financial problems.

However, Los Angeles had the state’s ugliest grade, ranking fifth-worst nationally for monetary distress. Then came San Diego at 22nd-worst, then Long Beach (48th), Irvine (70th), Anaheim (71st), Santa Ana (85th), and Chula Vista (89th).

Monetary challenges were limited in the Bay Area. Its four cities average rank was 69th worst nationally.

San Jose had the region’s most distressed finances, with a No. 50 worst ranking. That was followed by Oakland (69th), San Francisco (72nd), and Fremont (83rd).

The results remind us that inland California’s affordability – it’s home to the state’s cheapest housing, for example – doesn’t fully compensate for wages that typically decline the farther one works from the Pacific Ocean.

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A peek inside the scorecard’s grades shows where trouble exists within California.

Credit scores were the lowest inland, with little difference elsewhere. Late payments were also more common inland. Tardy bills were most difficult to find in Northern California.

Bankruptcy problems also were bubbling inland, but grew the slowest in Southern California. And worrisome online searches were more frequent inland, while varying only slightly closer to the Pacific.

Note: Across the state’s 17 cities in the study, the No. 53 average rank is a middle-of-the-pack grade on the 100-city national scale for monetary woes.

Jonathan Lansner is the business columnist for the Southern California News Group. He can be reached at jlansner@scng.com

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Why Chime Financial Stock Surged Nearly 14% Higher Today | The Motley Fool

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Why Chime Financial Stock Surged Nearly 14% Higher Today | The Motley Fool

The up-and-coming fintech scored a pair of fourth-quarter beats.

Diversified fintech Chime Financial (CHYM +12.88%) was playing a satisfying tune to investors on Thursday. The company’s stock flew almost 14% higher that trading session, thanks mostly to a fourth quarter that featured notably higher-than-expected revenue guidance.

Sweet music

Chime published its fourth-quarter and full-year 2025 results just after market close on Wednesday. For the former period, the company’s revenue was $596 million, bettering the same quarter of 2024 by 25%. The company’s strongest revenue stream, payments, rose 17% to $396 million. Its take from platform-related activity rose more precipitously, advancing 47% to $200 million.

Image source: Getty Images.

Meanwhile, Chime’s net loss under generally accepted accounting principles (GAAP) more than doubled. It was $45 million, or $0.12 per share, compared with a fourth-quarter 2024 deficit of $19.6 million.

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On average, analysts tracking the stock were modeling revenue below $578 million and a deeper bottom-line loss of $0.20 per share.

In its earnings release, Chime pointed to the take-up of its Chime Card as a particular catalyst for growth. Regarding the product, the company said, “Among new member cohorts, over half are adopting Chime Card, and those members are putting over 70% of their Chime spend on the product, which earns materially higher take rates compared to debit.”

Chime Financial Stock Quote

Today’s Change

(12.88%) $2.72

Current Price

$23.83

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Double-digit growth expected

Chime management proffered revenue and non-GAAP (adjusted) earnings before interest, taxes, depreciation, and amortization (EBITDA) guidance for full-year 2026. The company expects to post a top line of $627 million to $637 million, which would represent at least 21% growth over the 2024 result. Adjusted EBITDA should be $380 million to $400 million. No net income forecasts were provided in the earnings release.

It isn’t easy to find a niche in the financial industry, which is crowded with companies offering every imaginable type of service to clients. Yet Chime seems to be achieving that, as the Chime Card is clearly a hit among the company’s target demographic of clientele underserved by mainstream banks. This growth stock is definitely worth considering as a buy.

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How young athletes are learning to manage money from name, image, likeness deals

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How young athletes are learning to manage money from name, image, likeness deals

ROCHESTER, N.Y. — Student athletes are now earning real money thanks to name, image, likeness deals — but with that opportunity comes the need for financial preparation.

Noah Collins Howard and Dayshawn Preston are two high school juniors with Division I offers on the table. Both are chasing their dreams on the field, and both are navigating something brand new off of it — their finances.

“When it comes to NIL, some people just want the money, and they just spend it immediately. Well, you’ve got to know how to take care of your money. And again, you need to know how to grow it because you don’t want to just spend it,” said Collins Howard.


What You Need To Know

  • High school athletes with Division I prospects are learning to manage NIL money before they even reach college
  • Glory2Glory Sports Agency and Advantage Federal Credit Union have partnered to give young athletes access to financial literacy tools and credit-building resources
  • Financial experts warn that starting money habits early is key to long-term stability for student athletes entering the NIL era


Preston said the experience has already been eye-opening.

“It’s very important. Especially my first time having my own card and bank account — so that’s super exciting,” Preston said.

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For many young athletes, the money comes before the knowledge. That’s where Glory2Glory Sports Agency in Rochester comes in — helping athletes prepare for life outside of sports.

“College sports is now pro sports. These kids are going from one extreme to the other financially, and it’s important for them to have the tools necessary to navigate that massive shift,” said Antoine Hyman, CEO of Glory2Glory Sports Agency.

Through their Students for Change program, athletes get access to student checking accounts, financial literacy courses and credit-building tools — all through a partnership with Advantage Federal Credit Union.

“It’s never too early to start. We have youth accounts, student checking accounts — they were all designed specifically for students and the youth,” said Diane Miller, VP of marketing and PR at Advantage Federal Credit Union.

The goal goes beyond what’s in their pocket today. It’s about building habits that will protect them for life.

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“If you don’t start young, you’re always catching up. The younger you start them, the better off they’re going to be on that financial path,” added Nihada Donohew, executive vice president of Advantage Federal Credit Union.

For these athletes, having the right support system makes all the difference.

“It’s really great to have a support system around you. Help you get local deals with the local shops,” Preston added.

Collins-Howard said the program has given him a broader perspective beyond just the game.

“It gives me a better understanding of how to take care of myself and prepare myself for the future of giving back to the community,” Collins-Howard said.

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“These high school kids need someone to legitimately advocate their skills, their character and help them pick the right space. Everything has changed now,” Hyman added.

NIL opened the door. Programs like this one make sure these athletes walk through it — with a plan.

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