--- title: "Peer Review Report For: Estimation of Firm Labour Productivity and Sales Growth from Artificial Intelligence in Sub-Saharan African Countries [version 1; peer review: 1 approved with reservations] · AI Fault Line" url: https://aifaultline.com/research/p/doi-10-5256-f1000research-198472-r488903/ description: "AI Fault Line is a neutral, evidence-cited field guide to why experts looking at the same developments disagree about AI's effect on productivity, jobs, inequality, regulation and the pace of change." --- [Research](https://aifaultline.com/research/) # Peer Review Report For: Estimation of Firm Labour Productivity and Sales Growth from Artificial Intelligence in Sub-Saharan African Countries [version 1; peer review: 1 approved with reservations] Olanrewaju Adewole Adediran · 19 Jun 2026 [Read original source](https://doi.org/10.5256/f1000research.198472.r488903) Open access Where this sits in the debate - [Will AI actually boost productivity and growth?](https://aifaultline.com/debate/productivity/) · its finding: it depends ([why studies differ](https://aifaultline.com/debate/productivity/#why)) Direction of the finding as read from the abstract by an AI model ([AI-written](https://aifaultline.com/about/)). ## Key takeaway [AI-written](https://aifaultline.com/about/) A peer-review report on a study of AI adoption in firms across ten sub-Saharan African countries, using World Bank Enterprise Survey data from 2007 to 2024. The underlying study reports a significant positive association between AI adoption and both labour productivity and sales growth, varying across countries with technological readiness. ## Abstract The fast integration of artificial intelligence (AI) into business operations and labour processes is reshaping global economic landscapes. The study examines the effects of AI adoption on labour productivity and sales growth in selected sub-Saharan African countries using a firm-level dataset from the World Bank Enterprises from 2007 to 2024. The study employs feasible generalised least squares (FGLS), robust ordinary least squares (OLS), and high-dimensional fixed effects (HDFE) linear regression techniques. The results show that AI has a significant positive relationship with firm labour productivity and sales growth in the selected sub-Saharan African countries. However, nuances differ across countries due to varying industrial structures. Results vary across the 10 selected countries due to differences in technological readiness. These results underscore the importance of targeted policy interventions, such as upskilling initiatives and supportive regulatory frameworks, to harness AI’s benefits while mitigating adverse impacts on workers. This research contributes to the growing body of literature on technology adoption in developing economies, offering policymakers and business leaders in sub-Saharan Africa valuable insights. ## About this publication **Venue not recorded.** Publication venue not recorded by our data source — check the paper's landing page for where it appeared. Published 2026 (4 months ago) Citations 0 (OpenAlex) 0 citations recorded by OpenAlex — too few 2026 papers in this collection for a fair comparison. [Chart: published 2026] ## More on this topic Related by theme, not necessarily by method or conclusion. - [The Effects of Generative AI on High Skilled Work: Evidence from Three Field Experiments with Software Developers](https://aifaultline.com/research/p/doi-10-2139-ssrn-4945566/) SSRN · 2024 - [GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models](https://aifaultline.com/research/p/doi-10-48550-arxiv-2303-10130/) arXiv · 2023 - [Experimental evidence on the productivity effects of generative artificial intelligence](https://aifaultline.com/research/p/doi-10-1126-science-adh2586/) Science · 2023 - [The simple macroeconomics of AI](https://aifaultline.com/research/p/doi-10-1093-epolic-eiae042/) Economic Policy · 2024 Overview assembled automatically from collected metadata. [How this site is built](https://aifaultline.com/about/).