Comparing Indeed Data With Public Employment Statistics: Evaluating Indeed’s Representativeness for Researchers

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The sample of online job postings found on Indeed in many of the world’s largest economies is broadly representative of the overall universe of job postings as measured by various governmental statistical agencies, according to a recent benchmarking analysis. The analysis found that the universe of Indeed job postings largely aligns with governmental measures of job openings and new hires across several dimensions, including in the aggregate and across sectors, as well as for wage data.

No single private or governmental source can be expected to fully capture the entire universe of jobs, job openings, and new hires by themselves.

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