{"id":"https://openalex.org/W2561764477","doi":null,"title":"PROPENSITY SCORE ANALYSIS AND ASSESSMENT OF PROPENSITY SCORE APPROACHES USING SAS \u00ae PROCEDURES","display_name":"PROPENSITY SCORE ANALYSIS AND ASSESSMENT OF PROPENSITY SCORE APPROACHES USING SAS \u00ae PROCEDURES","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2561764477","mag":"2561764477"},"language":"en","primary_location":{"id":"mag:2561764477","doi":null,"is_oa":false,"landing_page_url":"https://support.sas.com/resources/papers/proceedings12/314-2012.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071794999","display_name":"Rheta E. Lanehart","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rheta E. Lanehart","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020844935","display_name":"Patricia Rodr\u00edguez de Gil","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patricia Rodr\u00edguez de Gil","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100686665","display_name":"Eunsook Kim","orcid":"https://orcid.org/0000-0003-1054-1735","observed_orcids":["https://orcid.org/0000-0003-1054-1735"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eunsook Kim","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1054-1735","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056731840","display_name":"Aarti P. Bellara","orcid":"https://orcid.org/0000-0002-8827-1715","observed_orcids":["https://orcid.org/0000-0002-8827-1715"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aarti P. Bellara","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8827-1715","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5055424953","display_name":"Reginald S. Lee","orcid":"https://orcid.org/0000-0002-3625-3822","observed_orcids":["https://orcid.org/0000-0002-3625-3822"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reginald Lee","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3625-3822","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7651,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.96700674,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":9.999999747378752e-05,"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/T10206","display_name":"Meta-analysis and systematic reviews","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/propensity-score-analysis","display_name":"propensity score analysis","score":0.9160000085830688},{"id":"https://openalex.org/keywords/propensity-score-matching","display_name":"propensity score matching","score":0.7689999938011169},{"id":"https://openalex.org/keywords/observational-studies","display_name":"observational studies","score":0.7490000128746033},{"id":"https://openalex.org/keywords/selection-bias","display_name":"selection bias","score":0.6359999775886536},{"id":"https://openalex.org/keywords/sas-procedures","display_name":"SAS procedures","score":0.48399999737739563},{"id":"https://openalex.org/keywords/propensity-score-estimation","display_name":"propensity score estimation","score":0.5410000085830688}],"concepts":[{"id":"https://openalex.org/C17923572","wikidata":"https://www.wikidata.org/wiki/Q7250160","display_name":"Propensity score matching","level":2,"score":0.9599008560180664},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.6852126717567444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5107665061950684},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5101235508918762},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.43248608708381653},{"id":"https://openalex.org/C65660741","wikidata":"https://www.wikidata.org/wiki/Q3952743","display_name":"Score","level":2,"score":0.41702547669410706},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3600257337093353},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2014932930469513},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2561764477","doi":null,"is_oa":false,"landing_page_url":"https://support.sas.com/resources/papers/proceedings12/314-2012.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W200863923","https://openalex.org/W574684262","https://openalex.org/W1730782591","https://openalex.org/W1963921006","https://openalex.org/W1971402597","https://openalex.org/W1978108654","https://openalex.org/W1982910299","https://openalex.org/W1989353002","https://openalex.org/W1989377468","https://openalex.org/W1996351770","https://openalex.org/W2009187570","https://openalex.org/W2010505816","https://openalex.org/W2036193982","https://openalex.org/W2045068841","https://openalex.org/W2048565444","https://openalex.org/W2064790857","https://openalex.org/W2070960865","https://openalex.org/W2081240484","https://openalex.org/W2094419105","https://openalex.org/W2106320344","https://openalex.org/W2131850093","https://openalex.org/W2132917208","https://openalex.org/W2155163959","https://openalex.org/W2155179664","https://openalex.org/W2168206775","https://openalex.org/W2168458505","https://openalex.org/W2168639902","https://openalex.org/W2187385045","https://openalex.org/W2688903275","https://openalex.org/W4297791620"],"related_works":["https://openalex.org/W7097795219","https://openalex.org/W2983507146","https://openalex.org/W2187600692","https://openalex.org/W7100292753","https://openalex.org/W7096334816","https://openalex.org/W2573115026","https://openalex.org/W5475839","https://openalex.org/W4386998369","https://openalex.org/W7037882005","https://openalex.org/W3018339811"],"abstract_inverted_index":{"Propensity":[0],"score":[1,22,51,76],"analysis":[2],"is":[3,24],"frequently":[4],"used":[5,85],"to":[6,56,86],"reduce":[7],"the":[8,43,49,57,60,70],"potential":[9],"bias":[10],"in":[11,33],"estimated":[12],"effects":[13],"obtained":[14,62],"from":[15,63],"observational":[16],"studies.":[17],"Appropriate":[18],"implementation":[19],"of":[20,35,42,59],"propensity":[21,50,75],"adjustments":[23,61],"a":[25,74],"multi-step":[26],"process":[27],"presenting":[28],"many":[29],"alternatives":[30],"for":[31,73],"researchers":[32,53],"terms":[34],"estimation":[36],"and":[37,78],"conditioning":[38,47],"methods.":[39],"Further,":[40],"evaluation":[41],"sample":[44],"data":[45],"after":[46],"on":[48],"informs":[52],"about":[54],"threats":[55],"validity":[58],"such":[64],"an":[65],"analysis.":[66],"This":[67],"paper":[68],"describes":[69],"steps":[71],"required":[72],"analysis,":[77],"presents":[79],"SAS":[80],"code":[81],"that":[82],"can":[83],"be":[84],"implement":[87],"each":[88],"step.":[89]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":14},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2017-01-06T00:00:00"}