Helping Small Businesses Become More Data-Driven: A Field Experiment on eBay
Giving small e-commerce sellers a simple analytics dashboard causally increases their revenue by encouraging more active performance monitoring, showing that analytics tools themselves can be a meaningful lever for closing the competitiveness gap between small and large firms.
Summary
Bar-Gill, Brynjolfsson, and Hak run a field experiment around eBay's randomized rollout of its Seller Hub analytics dashboard to small businesses. They find that access to the tool raises data-driven decision making and increases seller revenue by around 3.6%, driven by more transactions and better service rather than higher prices, with active performance monitoring responsible for much of the gain. The study suggests that embedding accessible
Editor's opinion
Narrow platform-analytics mechanism paper (eBay sellers), not a firm-strategy lever.
Key concepts
Data-driven decision making · SME analytics adoption · Competitive advantage