Improving Pathways to Entrepreneurship

An Exploration of the Experiences of Black and Female Small-Business Owners in the E-Commerce Space

Lisa Abraham, Benjamin K. Master, Gabriel W. Hassler, Brian Phillips

Research SummaryPublished Jul 31, 2024

Key Findings

  • Platform-enabled online business models show promise in reducing barriers to entry and thereby enhancing equity in entrepreneurial opportunity.
  • However, the data suggest that female and Black entrepreneurs face significantly greater challenges managing and growing their businesses than their male and White peers.
  • Supports that provide skill development or professional services for first-time business owners could be particularly helpful to female and Black entrepreneurs.
  • Policies that promote accessible and affordable tools for marketing and business management, useful online resources, and access to business financing may disproportionately benefit these groups.
  • Black business owners face uniquely steep challenges in obtaining financing for their businesses. Potential solutions include providing greater support in navigating lending processes, addressing inequities that may exist in lending practices, and using novel data and analytics to improve lending to newer and smaller online businesses.

To better understand the rapid expansion of new online businesses in the United States in recent years and the characteristics and experiences of online entrepreneurs, RAND partnered with Shopify, a major online business platform that represents approximately 10 percent of e-commerce sales in the United States and is a growing presence around the world,[1] powering millions of businesses in more than 175 countries. RAND researchers analyzed data about online businesses from Shopify, as well as data from a RAND survey of Shopify business owners, to learn more about business owners' characteristics, their backgrounds, and the key challenges they experience and supports they use while operating their businesses (see the box below).[2] The researchers found that Shopify is facilitating higher levels of business ownership among female and Black individuals in particular, which are two groups that have historically faced significant challenges engaging in entrepreneurship.[3]

This research brief summarizes the experiences of entrepreneurs from these two historically underrepresented demographic groups that have begun to make traction in the online business space. It highlights key findings from research about the unique challenges and key supports that underrepresented entrepreneurs report as being particularly important for their businesses. Finally, it discusses the importance of these findings for policymakers and others interested in ensuring greater equity in entrepreneurial opportunity in the United States.

As shown in Figure 1, Black and female entrepreneurs appear to benefit from reduced barriers to entry associated with online business; around 66 percent of the business owners surveyed were women and 15 percent were Black. These proportions are higher than those for female (44 percent) and Black (7 percent) owners of comparable retail and wholesale businesses nationwide.

Figure 1. Business Owner Demographics, Shopify and National

Demographic Shopify ABS and NES retail or wholesale
Percentage of female business owners 66 44
Percentage of Black business owners 15 7

SOURCES: Authors' analysis of data from RAND’s survey of 4,000 businesses active on Shopify, as well as data from the U.S. Census Bureau's Annual Business Survey (ABS) and the U.S. Census Bureau’s Nonemployer Statistics (NES) data series.

Online Platforms Offer New Pathways to Entrepreneurship for Black and Female Business Owners, Who Are Distinct from Their Nonminority Counterparts

Female and Black business owners have different profiles from other business owners. As shown in Figure 2, both demographic groups are newer to entrepreneurship than their male and White peers, respectively; 35 percent of men owned a business immediately prior to owning their current businesses, compared with 20 percent of women, and 27 percent of White entrepreneurs owned a business immediately prior, compared with 20 percent of Black entrepreneurs.[4] Both female and Black business owners were also much less likely than their male or White peers to have consulted a financial or legal adviser when initially setting up their businesses (32 percent of men versus 17 percent of women; 25 percent of White business owners versus 10 percent of Black business owners). They also tended to have less start-up financing than other entrepreneurs; for both female and Black owners, there is roughly a 20–percentage point gap in the share reporting having more than $5,000 in start-up capital relative to their male or White counterparts. Finally, they have fewer personal financial resources to draw on; both groups reported lower personal household income.

Figure 2. Professional Background, Access to Advice, and Amount of Start-Up Financing by Demographics of Business Owners

Area Male Female White Black
Owned a business immediately prior 35 20 27 20
Accessed professional advice at start-up 32 17 25 10
Start-up financing > $5K 63 40 49 31

SOURCES: Authors' analysis of data from RAND’s survey of 4,000 businesses active on Shopify.

NOTE: The y-axis reflects the percentage of respondents in each category.

These factors likely affect the types of businesses that female and Black entrepreneurs operate, detailed in Table 1. On average, female and Black entrepreneurs in the RAND survey sample own younger and smaller businesses (in terms of annual revenues) than male or White entrepreneurs, respectively. Business owners in both groups are less likely to report currently operating their businesses at a profit (56 percent of men versus 44 percent of women, and 52 percent of White business owners versus 35 percent of Black business owners). Eighty-three percent of Black business owners rely solely on their online businesses, without using physical storefronts, compared with 70 percent of White owners. Black owners are also much more likely than White owners to establish their businesses as LLCs (70 percent versus 52 percent); LLCs are more costly to establish than sole proprietorships but offer legal protection in the case of business losses. Both Black and female owners are less likely than their White and male counterparts to indicate that their businesses are corporations.

Table 1. Characteristics of Businesses by Demographics of Business Owners

Characteristic Male-Owned Female-Owned White-Owned Black-Owned
Median age of business 3.0 years 2.7 years 2.8 years 2.5 years
Median annual revenues on platform $19,061 $8,263 $13,528 $3,890
Proportion that report operating at profit 56% 44% 52% 35%
Proportion online only 70% 74% 70% 83%
Proportion sole proprietorships 15% 32% 29% 20%
Proportion LLCs 59% 53% 52% 70%
Proportion corporations 19% 8% 12% 6%

SOURCES: Features data from RAND's survey of 4,000 businesses active on Shopify and average Shopify sales data for the survey respondent sample. Sales data come from Shopify records, while all other characteristics shown are derived from survey responses.

NOTE: LLC = limited liability company.

Black- and female-owned businesses also experience less revenue growth when other factors are accounted for, as shown in Figure 3, which compares business revenues of survey respondents in the year prior to their completing the survey (2021) relative to the following year (2022). The results show that female-owned business revenues grew by 88 cents during this period for every dollar of growth for male-owned businesses. Black-owned business revenues grew just 67 cents relative to every dollar of growth for White-owned businesses. These differences are apparent even after adjusting for prior-year revenue levels and other factors that might predict growth, such as household income and business age, type, and industry. These results could have multiple contributing factors, including differences in individuals’ goals for their businesses and challenges experienced by the owners over time.

Figure 3. Demographic Differences in Business Owners’ Year-over-Year Revenue Growth

Black White Female Male
67 100 88 100

SOURCE: Authors' analysis of data from RAND’s survey of 1,952 businesses that were active on Shopify and for which multiple years of revenue data were available.

NOTE: Differences are significant at the p < 0.001 level. Models compare relative business platform revenues between White- and Black-owned businesses and between male- and female-owned businesses when controlling for demographic characteristics, year the owner started the business, location, business structure, industry, and amount of start-up capital.

Both Female and Black Entrepreneurs Experience More-Acute Challenges Running Their Businesses Than Their Male or White Peers

Compared with male owners, female owners report significantly greater challenges with running their businesses, as shown in Figure 4. Across several questions asked in the RAND survey (which spanned many aspects of running a business), female owners were more likely than male owners to report “very challenging” circumstances, and the most-sizable differences were for challenges related to attracting new customers (41 percent of women versus 32 percent of men), the unpredictability of business conditions (28 percent of women versus 22 percent of men), securing financing (23 percent of women versus 19 percent of men), and losing access to other potential sources of income because of time spent running the business (21 percent of women versus 15 percent of men).

Figure 4. Percentage of Business Owners Who Identified Area as "Very Challenging," by Gender

Area Female Male
Attracting customers 41 32
Unpredictable business conditions (e.g., costs, competition) 28 22
Securing financing 23 19
Losing access to other income 21 15

SOURCE: Authors' analysis of data from RAND’s survey of 4,000 businesses active on Shopify.

NOTE: Owners rated each area on a scale from 1 to 5, where 1 was "not a challenge" and 5 was "very challenging."

Even more-pronounced disparities are evident for Black business owners relative to White business owners, as shown in Figure 5. Compared with White owners, Black owners are much more likely to report “very challenging” circumstances for securing financing (44 percent of Black owners versus 15 percent of White owners); attracting customers, domestically or internationally (46 percent of Black owners versus 35 percent of White owners); losing access to other potential sources of income (33 percent of Black owners versus 15 percent of White owners); paying for business inputs (24 percent of Black owners versus 10 percent of White owners); and paying for labor (15 percent of Black owners versus 8 percent of White owners), among other areas.

Figure 5. Percentage of Business Owners Who Identified Area as "Very Challenging," by Race

Area Black White
Securing financing 44 15
Attracting customers 46 35
Losing access to other income 33 15
Paying for business inputs 24 10
Paying for qualified labor 15 8

SOURCE: Authors' analysis of data from RAND’s survey of 4,000 businesses active on Shopify.

NOTE: Owners rated each area on a scale from 1 to 5, where 1 was "not a challenge" and 5 was "very challenging."

Black Business Owners Report Greater Difficulty Accessing Business Financing

Although both Black and female business owners report significant challenges related to securing financing, this is a substantially greater concern for Black business owners than for any other demographic group surveyed. Figure 6 shows the proportion of Black business owners who identified various dimensions of securing financing as very challenging. In particular, 47 percent of Black business owners described concerns about their personal finances as very challenging for their businesses, relative to just 23 percent of White business owners. Similarly, 40 percent of Black owners described meeting minimum financial requirements as very challenging, relative to just 13 percent of White owners. Black owners also reported identifying banks that they can work with (31 percent) and completing the loan application processes (29 percent) as very challenging far more often than White owners did (10 percent and 9 percent, respectively).

Figure 6. Percentage of Business Owners Who Identified Financing-Related Area as "Very Challenging," by Race

Area Black White
Concerns about personal finances 47 23
Meeting minimum financing requirements 40 13
Identifying banks or financial institutions 31 10
Completing loan application processes 29 9

SOURCE: Authors' analysis of data from RAND's survey of 4,000 businesses active on Shopify.

NOTE: Authors' analysis of data from RAND's survey of 4,000 businesses active on Shopify.

Black business owners were substantially more likely than White business owners to report having had loan applications for their online businesses rejected at any point in the past (36 percent versus 16 percent), as shown in Figure 7. This large difference in the experiences of Black and White business owners is robust to statistical controls to account for other characteristics of their businesses, such as revenues, start-up financing, location, industry, and business structure, as well as controls for owners’ personal characteristics, such as current household income and education of the business owner. These analyses suggest that business or personal characteristics may not be sufficient to explain the higher loan rejection rates that Black business owners report experiencing relative to their White counterparts.

Figure 7. Percentage of Business Owners Who Have Experienced Loan Application Rejection, by Race

Percentage of business owners who have experienced loan application rejection, by race:

  • Black: 36
  • White: 16

SOURCE: Authors' analysis of data from RAND's survey of 4,000 businesses active on Shopify.

NOTE: Respondents were asked whether they had had a loan rejected related to their current business.

The challenges that Black business owners face with accessing credit culminate in a higher, more time-sensitive demand for business financing relative to White business owners. When asked whether they would prefer to receive a smaller amount of funds for their business now versus a greater amount of funds one year from now, Black owners were much more likely than White owners to indicate a preference for receiving funds right away, even if they would not receive as much. As shown in Figure 8, 58 percent of Black owners indicated that they would rather receive $1,000 today than $2,000 a year from now, compared with just 27 percent of White owners. This finding underscores the greater financing challenges that Black business owners face relative to White business owners.

Figure 8. Effective Interest Rate That Business Owners Would Pay to Receive Funds Now Versus One Year from Now, by Race

Interest rate White owners Black owners
0 to 10% 22% 8%
10 to 25% 11% 5%
25 to 50% 17% 7%
50 to 100% 23% 21%
> 100% 27% 58%

SOURCE: Authors' analysis of data from RAND’s survey of 4,000 businesses active on Shopify.

NOTE: Respondents were asked whether they would rather receive a smaller amount of funds for their business now or a larger amount of funds for their business one year from now.

In addition to being less likely than male owners to have previously owned a business, female owners were more likely to indicate challenges related to certain aspects of reaching customers and managing their businesses.

Female Entrepreneurs Report Challenges Using Tools and Marketing Channels and Navigating Financial and Legal Issues

In addition to being less likely than male owners to have previously owned a business, female owners were more likely to indicate challenges related to certain aspects of reaching customers and managing their businesses. In particular, in the area of attracting customers, a higher percentage of female owners reported finding it very challenging to find, use, and afford the costs of necessary tools or marketing channels, as shown in Figure 9. They were also more likely than male owners to describe greater challenges managing taxes for their businesses (22 percent of women versus 15 percent of men) and finding sufficient financial and legal advice (16 percent of women versus 12 percent of men). Overall, these results suggest that female owners (especially those newer to entrepreneurship) may benefit more from improved access to information, guidance, and support related to operating their businesses.

Figure 9. Percentage of Business Owners Who Identified Marketing or Operational Area as "Very Challenging," by Gender

Area Female Male
High costs of tools or channels to reach customers 35 29
Finding the right tools or channels to reach customers 29 22
Understanding how to use tools or channels to reach customers 26 21
Managing taxes 22 15
Finding financial or legal advice 16 12

SOURCE: Authors’ analysis of data from RAND’s survey of 4,000 businesses active on Shopify.

NOTE: Owners rated each area on a scale from 1 to 5, where 1 was "not a challenge" and 5 was "very challenging."

Both Black and Female Online Entrepreneurs Describe Online Platforms and Other Key Supports as Highly Important to Mitigating Challenges

In addition to reporting greater challenges than their peers, Black and female online entrepreneurs described greater reliance on key resources and supports. As shown in Figure 10, female entrepreneurs were more likely than male entrepreneurs to describe several resources or supports as very important to running their businesses. These include online platforms for reaching customers, personal and professional networks, and personal or family financial resources. For example, 69 percent of female entrepreneurs said that they found platforms for reaching customers to be very important compared with just 56 percent of male entrepreneurs.

Figure 10. Percentage of Business Owners Who Identified Resource as "Very Important" for Running Business, by Gender

Resource Female Male
Platform(s) for reaching customers 69 56
Professional or personal network 44 37
Personal wealth or income 28 20

SOURCE: Authors' analysis of data from RAND’s survey of 4,000 businesses active on Shopify.

NOTE: Owners rated each resource on a scale from 1 to 5, where 1 was "not important" and 5 was "very important."

Black business owners were also far more likely than White business owners to cite key resources and supports as very important for their businesses, as shown in Figure 11. Black owners placed differentially higher importance on access to platforms for reaching customers and managing their businesses, obtaining low-cost financing, personal finances, online resources or training, and government and paid professional resources or training, among other areas. For example, 49 percent of Black business owners said that low-cost loans or credit were very important, relative to just 19 percent of White business owners.

Figure 11. Percentage of Business Owners Who Identified Resource as "Very Important" for Running Business, by Race

Resource Black White
Platform(s) for reaching customers 75 62
Platform(s) for managing business 56 40
Low-cost loans or credit 49 19
Personal wealth or income 46 20
Online resources or training 45 26
Government resources or training 21 4
Paid professional services or training 26 7

SOURCE: Authors' analysis of data from RAND’s survey of 4,000 businesses active on Shopify.

NOTE: Owners rated each resource on a scale from 1 to 5, where 1 was "not important" and 5 was "very important."

Overall, these data highlight that female and Black business owners seem more acutely aware than male and White business owners of the aforementioned resources and supports that have facilitated their pathways into entrepreneurship. Platforms have been a key support for both groups. Both groups also report relying more heavily on their personal or family financial resources, underscoring the greater risks and challenges associated with their entrepreneurial activity.

Continued innovation to provide first-time entrepreneurs with additional resources has the potential to further reduce barriers to entry for these traditionally underrepresented groups. In particular, our findings suggest that increasing access to skill development, professional services or advice, and business financing may be helpful. For Black entrepreneurs in particular, supports related to navigating lending processes, eliminating inequities in lending, or leveraging data to enhance lenders’ capacity to finance newer and smaller online businesses may be especially important.

Overall, female and Black business owners seem more acutely aware than male and White business owners of the resources and supports that have facilitated their pathways into entrepreneurship.

Notes

  • [1] This number (Shopify’s market share of the U.S. e-commerce market) is based on the company's calculation of its 2022 U.S. gross merchandise value (excluding merchant sales made through offline channels).
  • [2] Lisa Abraham, Gabriel W. Hassler, Benjamin K. Master, and Brian Phillips, "The Changing Nature of Entrepreneurship in the United States: Evidence from Shopify," RAND Corporation, WR-A3370-1, 2024.
  • [3] Robert W. Fairlie and Alicia M. Robb, "Why Are Black-Owned Businesses Less Successful Than White-Owned Businesses? The Role of Families, Inheritances, and Business Human Capital," Journal of Labor Economics, Vol. 25, No. 2, 2007; Jorge Guzman and Aleksandra Kacperczyk, “Gender Gap in Entrepreneurship,” Research Policy, Vol. 48, No. 7, September 2019.
  • [4] Black owner experiences are compared with White owner experiences, since White owners represent the majority of business owners in the sample. The results are similar if Black owners are compared with all non-Black owners.
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Abraham, Lisa, Benjamin K. Master, Gabriel W. Hassler, and Brian Phillips, Improving Pathways to Entrepreneurship: An Exploration of the Experiences of Black and Female Small-Business Owners in the E-Commerce Space, RAND Corporation, RB-A3370-2, 2024. As of April 30, 2025: https://www.rand.org/pubs/research_briefs/RBA3370-2.html

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Abraham, Lisa, Benjamin K. Master, Gabriel W. Hassler, and Brian Phillips, Improving Pathways to Entrepreneurship: An Exploration of the Experiences of Black and Female Small-Business Owners in the E-Commerce Space. Santa Monica, CA: RAND Corporation, 2024. https://www.rand.org/pubs/research_briefs/RBA3370-2.html.
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