Analysis · Finance
A Loan Is Not a Job Count: What African SME Data Reveal
By AWEI · AI-compiled · Published · Analysis prepared · 1 source · doi.org
How many extra jobs are associated with a small business having a loan? In one study of African firms, the estimate ranged from roughly one to seventeen permanent employees depending on the comparison method. That spread matters as much as the positive relationship itself.
Zuzana Brixiová, Thierry Kangoye and Thierry Urbain Yogo examined finance and employment in their 2020 study, Access to Finance among Small and Medium-Sized Enterprises and Job Creation in Africa. They drew on World Bank Enterprise Surveys from 2006–2009 covering 14,047 firms across 42 African countries. Their definition of small and medium enterprises capped employment at 99 workers; individual analyses used smaller samples.
The researchers compared changes in permanent, full-time employment over the preceding three fiscal years. Because firms receiving loans could already differ from other businesses, they used propensity score matching: pairing borrowers and non-borrowers with similar estimated borrowing probabilities, based on observed characteristics including size, age and turnover. This was an observational analysis, not a randomized lending experiment.
Across the baseline matching methods, firms with a formal loan or credit line showed higher employment growth. However, the estimated difference varied substantially with the matching method. Overdraft access and informal financing showed no statistically significant employment advantage in their separate analyses; this does not establish that either was ineffective.
Matching cannot remove differences the surveys did not measure. Having credit at the survey date also does not by itself establish that borrowing preceded the employment change. Informal businesses and sectors outside manufacturing and services were excluded, limiting how widely the findings apply.
For evaluating financial access programmes, the useful lesson is to distinguish the financing product, the firms reached and the employment outcome measured. The study supports investigating formal credit as a potential constraint on expansion, while its varying estimates caution against promising a fixed number of jobs per loan.
Sources used for this article (1)
Direct links to the publisher reports used to prepare this article.
- Source 1
- Access to finance among small and medium-sized enterprises and job creation in Africa Zuzana Brixiová, Thierry Kangoye, Thierry Yogo
