{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/schooling-and-labor-market-consequences-of","title":"Schooling and Labor Market Consequences of School Construction in Indonesia: Comment","arxiv_id":"2207.09036","date":"2022-07-19","proceeding":null,"authors":["David Roodman"],"abstract":"I revisit Duflo (2001), which exploits a 1970s schooling expansion in Indonesia to estimate the returns to schooling. I correct data errors, check sensitivity to two specification choices not discussed in the original text, adjust for potential sources of bias (error correlation within the geographic units of treatment, endogenous weighting, non-parallel trends, weak instruments), and follow up on affected cohorts later in life. The reduced-form impact estimate for wages is robust, while that for years spent in school is not, making the former hard to attribute to the latter.","url_abs":"https://arxiv.org/abs/2207.09036v7","url_pdf":"https://arxiv.org/pdf/2207.09036v7.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"schooling-and-labor-market-consequences-of","repo_url":"https://github.com/droodman/duflo-2001","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"attribute","task_name":"Attribute"},{"task_slug":"sensitivity","task_name":"Sensitivity"}],"methods":[{"method_slug":"test","method_name":"Test"}],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}