{"id":"https://openalex.org/W4362597539","doi":"https://doi.org/10.1016/j.jeconom.2026.106253","title":"Treatment effects with targeting instruments","display_name":"Treatment effects with targeting instruments","publication_year":2026,"publication_date":"2026-05-07","ids":{"openalex":"https://openalex.org/W4362597539","doi":"https://doi.org/10.1016/j.jeconom.2026.106253","mag":"3044742987"},"language":"en","primary_location":{"id":"doi:10.1016/j.jeconom.2026.106253","doi":"https://doi.org/10.1016/j.jeconom.2026.106253","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jeconom.2026.106253","pdf_url":null,"source":{"id":"https://openalex.org/S127742747","display_name":"Journal of Econometrics","issn_l":"0304-4076","issn":["0304-4076","1872-6895"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Econometrics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2007.10432","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028536256","display_name":"Sokbae Lee","orcid":"https://orcid.org/0000-0003-4080-7733","observed_orcids":["https://orcid.org/0000-0003-4080-7733"]},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sokbae Lee","raw_affiliation_strings":["Department of Economics, Columbia University, United States"],"raw_orcid":"https://orcid.org/0000-0003-4080-7733","affiliations":[{"raw_affiliation_string":"Department of Economics, Columbia University, United States","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003892157","display_name":"Bernard Salani\u00e9","orcid":"https://orcid.org/0000-0002-7072-5811","observed_orcids":["https://orcid.org/0000-0002-7072-5811"]},"institutions":[{"id":"https://openalex.org/I4403386534","display_name":"Escola Brasileira de Economia e Finan\u00e7as","ror":"https://ror.org/021brj308","country_code":"BR","type":"education","lineage":["https://openalex.org/I4403386534","https://openalex.org/I44202434"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Bernard Salani\u00e9","raw_affiliation_strings":["Department of Economics, Columbia University and FGV EPGE, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7072-5811","affiliations":[{"raw_affiliation_string":"Department of Economics, Columbia University and FGV EPGE, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I4403386534"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003892157"],"corresponding_institution_ids":["https://openalex.org/I4403386534"],"apc_list":{"value":4570,"currency":"USD","value_usd":4570},"apc_paid":null,"fwci":4.0486,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.91016663,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":"256","issue":null,"first_page":"106253","last_page":"106253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10674","display_name":"School Choice and Performance","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12010","display_name":"Evaluation and Performance Assessment","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3321","display_name":"Public Administration"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/selection-bias","display_name":"selection bias","score":0.8820000290870667},{"id":"https://openalex.org/keywords/partial-identification","display_name":"partial identification","score":0.7509999871253967},{"id":"https://openalex.org/keywords/head-start-impact-study","display_name":"Head Start Impact Study","score":0.9390000104904175}],"concepts":[{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.8993988633155823},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.649517834186554},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6032063961029053},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5736760497093201},{"id":"https://openalex.org/C40423286","wikidata":"https://www.wikidata.org/wiki/Q284172","display_name":"Selection bias","level":2,"score":0.5289036631584167},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4921366572380066},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4870343804359436},{"id":"https://openalex.org/C2987370644","wikidata":"https://www.wikidata.org/wiki/Q7836903","display_name":"Treatment effect","level":2,"score":0.4637241065502167},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.4498245120048523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43807679414749146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3560938835144043},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3508874177932739},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.3350890278816223},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26232385635375977},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23467683792114258},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22005799412727356},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2061629295349121},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10994598269462585},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.10618355870246887},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09831839799880981},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C556039675","wikidata":"https://www.wikidata.org/wiki/Q771035","display_name":"Traditional medicine","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":9,"locations":[{"id":"doi:10.1016/j.jeconom.2026.106253","doi":"https://doi.org/10.1016/j.jeconom.2026.106253","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jeconom.2026.106253","pdf_url":null,"source":{"id":"https://openalex.org/S127742747","display_name":"Journal of Econometrics","issn_l":"0304-4076","issn":["0304-4076","1872-6895"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Econometrics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:arx:papers:2007.10432","doi":null,"is_oa":false,"landing_page_url":"http://arxiv.org/pdf/2007.10432","pdf_url":"http://arxiv.org/pdf/2007.10432","source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"preprint"},{"id":"pmh:oai:arXiv.org:2007.10432","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2007.10432","pdf_url":"https://arxiv.org/pdf/2007.10432","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:RePEc:azt:cemmap:23/24","doi":null,"is_oa":false,"landing_page_url":"https://www.cemmap.ac.uk/wp-content/uploads/2024/12/CWP2324-Treatment-effects-with-targeting-instruments.pdf","pdf_url":"https://www.cemmap.ac.uk/wp-content/uploads/2024/12/CWP2324-Treatment-effects-with-targeting-instruments.pdf","source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"preprint"},{"id":"mag:3044742987","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2007.10432.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"mag:3121631989","doi":null,"is_oa":false,"landing_page_url":"https://ideas.repec.org/p/arx/papers/2007.10432.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"RePEc: Research Papers in Economics","raw_type":null},{"id":"mag:3157746522","doi":null,"is_oa":true,"landing_page_url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3661436","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SSRN Electronic Journal","raw_type":null},{"id":"pmh:oai:RePEc:cpr:ceprdp:15092","doi":null,"is_oa":false,"landing_page_url":"http://www.cepr.org/active/publications/discussion_papers/dp.php?dpno=15092","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"preprint"},{"id":"doi:10.48550/arxiv.2007.10432","doi":"https://doi.org/10.48550/arxiv.2007.10432","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2007.10432","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2007.10432","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2007.10432","pdf_url":"https://arxiv.org/pdf/2007.10432","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G7771387483","display_name":"Advancing Microdata Models and Methods","funder_award_id":"ES/P008909/1","funder_id":"https://openalex.org/F4320334630","funder_display_name":"Economic and Social Research Council"},{"id":"https://openalex.org/G8092072667","display_name":null,"funder_award_id":"ERC-2014-CoG-646917-ROMIA","funder_id":"https://openalex.org/F4320334678","funder_display_name":"European Research Council"},{"id":"https://openalex.org/G8131501811","display_name":null,"funder_award_id":"ERC-2014-CoG-646917-ROMIA","funder_id":"https://openalex.org/F4320334630","funder_display_name":"Economic and Social Research Council"}],"funders":[{"id":"https://openalex.org/F4320334630","display_name":"Economic and Social Research Council","ror":"https://ror.org/03n0ht308"},{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4362597539.pdf","grobid_xml":"https://content.openalex.org/works/W4362597539.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1548067196","https://openalex.org/W1567762635","https://openalex.org/W1573878645","https://openalex.org/W1831990249","https://openalex.org/W1913461687","https://openalex.org/W1967638208","https://openalex.org/W1975972276","https://openalex.org/W1998833647","https://openalex.org/W1999637731","https://openalex.org/W2007283076","https://openalex.org/W2046165968","https://openalex.org/W2054474652","https://openalex.org/W2104780889","https://openalex.org/W2114245126","https://openalex.org/W2116982873","https://openalex.org/W2132629741","https://openalex.org/W2139122730","https://openalex.org/W2151951881","https://openalex.org/W2163056084","https://openalex.org/W2172884589","https://openalex.org/W2242330994","https://openalex.org/W2734458267","https://openalex.org/W2890543633","https://openalex.org/W2901581079","https://openalex.org/W2912149885","https://openalex.org/W2995130372","https://openalex.org/W3007145966","https://openalex.org/W3026318480","https://openalex.org/W3028062777","https://openalex.org/W3042532430","https://openalex.org/W3042897771","https://openalex.org/W3082552644","https://openalex.org/W3083598253","https://openalex.org/W3093790042","https://openalex.org/W3111536674","https://openalex.org/W3121366158","https://openalex.org/W3121415235","https://openalex.org/W3121695905","https://openalex.org/W3122843734","https://openalex.org/W3124904219","https://openalex.org/W3125156328","https://openalex.org/W3144409218","https://openalex.org/W3176424133","https://openalex.org/W3181328472","https://openalex.org/W3217106276","https://openalex.org/W4226450243","https://openalex.org/W4246607039","https://openalex.org/W4248786174","https://openalex.org/W4252947192","https://openalex.org/W4288074092","https://openalex.org/W4384268396","https://openalex.org/W4398796549","https://openalex.org/W4399444456","https://openalex.org/W4399559266","https://openalex.org/W4402736871","https://openalex.org/W4404569132","https://openalex.org/W4404760731"],"related_works":["https://openalex.org/W3044742987","https://openalex.org/W2195705609","https://openalex.org/W4384268396","https://openalex.org/W2103285548","https://openalex.org/W3093030373","https://openalex.org/W7119200118","https://openalex.org/W3123509461","https://openalex.org/W3026943147","https://openalex.org/W2745901800","https://openalex.org/W3122245625"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-04-06T00:00:00"}
