{"id":"https://openalex.org/W2914574304","doi":"https://doi.org/10.1016/j.addbeh.2019.01.032","title":"A tutorial on individual participant data meta-analysis using Bayesian multilevel modeling to estimate alcohol intervention effects across heterogeneous studies","display_name":"A tutorial on individual participant data meta-analysis using Bayesian multilevel modeling to estimate alcohol intervention effects across heterogeneous studies","publication_year":2019,"publication_date":"2019-01-24","ids":{"openalex":"https://openalex.org/W2914574304","doi":"https://doi.org/10.1016/j.addbeh.2019.01.032","mag":"2914574304","pmid":"https://pubmed.ncbi.nlm.nih.gov/30791977","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6989027"},"language":"en","primary_location":{"id":"doi:10.1016/j.addbeh.2019.01.032","doi":"https://doi.org/10.1016/j.addbeh.2019.01.032","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.addbeh.2019.01.032","pdf_url":null,"source":{"id":"https://openalex.org/S186215666","display_name":"Addictive Behaviors","issn_l":"0306-4603","issn":["0306-4603","1873-6327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Addictive Behaviors","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.1016/j.addbeh.2019.01.032","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090783620","display_name":"David Huh","orcid":"https://orcid.org/0000-0002-6357-4883","observed_orcids":["https://orcid.org/0000-0002-6357-4883"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David Huh","raw_affiliation_strings":["University of Washington, School of Social Work, 4101 15th Ave. NE, Box 354900, Seattle, WA 98195-4900, USA. Electronic address: dhuh@uw.edu","University of Washington, School of Social Work, 4101 15th Ave. NE, Box 354900, Seattle, WA 98195-4900, USA"],"raw_orcid":"https://orcid.org/0000-0002-6357-4883","affiliations":[{"raw_affiliation_string":"University of Washington, School of Social Work, 4101 15th Ave. NE, Box 354900, Seattle, WA 98195-4900, USA. Electronic address: dhuh@uw.edu","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"University of Washington, School of Social Work, 4101 15th Ave. NE, Box 354900, Seattle, WA 98195-4900, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091572278","display_name":"Eun\u2010Young Mun","orcid":"https://orcid.org/0000-0002-1820-615X","observed_orcids":["https://orcid.org/0000-0002-1820-615X"]},"institutions":[{"id":"https://openalex.org/I165139151","display_name":"University of North Texas Health Science Center","ror":"https://ror.org/05msxaq47","country_code":"US","type":"education","lineage":["https://openalex.org/I165139151"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eun-Young Mun","raw_affiliation_strings":["Department of Health Behavior and Health Systems, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., EAD 709, Fort Worth, TX 76107-2699, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Behavior and Health Systems, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., EAD 709, Fort Worth, TX 76107-2699, USA","institution_ids":["https://openalex.org/I165139151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055296209","display_name":"Scott T. Walters","orcid":"https://orcid.org/0000-0003-4074-6141","observed_orcids":["https://orcid.org/0000-0003-4074-6141"]},"institutions":[{"id":"https://openalex.org/I165139151","display_name":"University of North Texas Health Science Center","ror":"https://ror.org/05msxaq47","country_code":"US","type":"education","lineage":["https://openalex.org/I165139151"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott T. Walters","raw_affiliation_strings":["Department of Health Behavior and Health Systems, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., EAD 709, Fort Worth, TX 76107-2699, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Behavior and Health Systems, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., EAD 709, Fort Worth, TX 76107-2699, USA","institution_ids":["https://openalex.org/I165139151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080957734","display_name":"Zhengyang Zhou","orcid":"https://orcid.org/0000-0002-8039-418X","observed_orcids":["https://orcid.org/0000-0002-8039-418X"]},"institutions":[{"id":"https://openalex.org/I165139151","display_name":"University of North Texas Health Science Center","ror":"https://ror.org/05msxaq47","country_code":"US","type":"education","lineage":["https://openalex.org/I165139151"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhengyang Zhou","raw_affiliation_strings":["Department of Biostatistics and Epidemiology, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., EAD 709, Fort Worth, TX 76107-2699, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Epidemiology, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., EAD 709, Fort Worth, TX 76107-2699, USA","institution_ids":["https://openalex.org/I165139151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021605006","display_name":"David C. Atkins","orcid":"https://orcid.org/0000-0002-5781-9880","observed_orcids":["https://orcid.org/0000-0002-5781-9880"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David C. Atkins","raw_affiliation_strings":["Department of Psychiatry and Behavioral Sciences, University of Washington, 1959 NE Pacific St., Box 356560, Seattle, WA 98195-6560, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Behavioral Sciences, University of Washington, 1959 NE Pacific St., Box 356560, Seattle, WA 98195-6560, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090783620"],"corresponding_institution_ids":["https://openalex.org/I201448701"],"apc_list":{"value":2700,"currency":"USD","value_usd":2700},"apc_paid":null,"fwci":0.5736,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.72072072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"94","issue":null,"first_page":"162","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.8320000171661377,"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"}},"topics":[{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.8320000171661377,"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"}},{"id":"https://openalex.org/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.1168999969959259,"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/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.02319999970495701,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/individual-patient-data-meta-analysis","display_name":"individual patient data meta-analysis","score":0.9990000128746033},{"id":"https://openalex.org/keywords/bayesian-hierarchical-model","display_name":"Bayesian hierarchical model","score":0.9869999885559082},{"id":"https://openalex.org/keywords/multi-arm-trials","display_name":"multi-arm trials","score":0.9589999914169312},{"id":"https://openalex.org/keywords/alcohol-interventions","display_name":"alcohol interventions","score":0.5019999742507935},{"id":"https://openalex.org/keywords/brief-motivational-intervention","display_name":"brief motivational intervention","score":0.7910000085830688},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.7609999775886536}],"concepts":[{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.7283282279968262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6115385293960571},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5233235359191895},{"id":"https://openalex.org/C168743327","wikidata":"https://www.wikidata.org/wiki/Q1826427","display_name":"Random effects model","level":3,"score":0.5220624804496765},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5187197327613831},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.45860016345977783},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4502541124820709},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.4478314518928528},{"id":"https://openalex.org/C53059260","wikidata":"https://www.wikidata.org/wiki/Q374758","display_name":"Multilevel model","level":2,"score":0.4386417269706726},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3773629665374756},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28830331563949585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27121609449386597},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19989413022994995},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000067292","descriptor_name":"Alcohol Drinking in College","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016008","descriptor_name":"Statistical Distributions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055361","descriptor_name":"Multilevel Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.addbeh.2019.01.032","doi":"https://doi.org/10.1016/j.addbeh.2019.01.032","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.addbeh.2019.01.032","pdf_url":null,"source":{"id":"https://openalex.org/S186215666","display_name":"Addictive Behaviors","issn_l":"0306-4603","issn":["0306-4603","1873-6327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Addictive Behaviors","raw_type":"journal-article"},{"id":"pmid:30791977","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30791977","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Addictive behaviors","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6989027","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6989027","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Addict Behav","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1016/j.addbeh.2019.01.032","doi":"https://doi.org/10.1016/j.addbeh.2019.01.032","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.addbeh.2019.01.032","pdf_url":null,"source":{"id":"https://openalex.org/S186215666","display_name":"Addictive Behaviors","issn_l":"0306-4603","issn":["0306-4603","1873-6327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Addictive Behaviors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1492522198","display_name":"ESTIMATING COMPARATIVE EFFECTIVENESS OF ALCOHOL INTERVENTIONS FOR YOUNG ADULTS","funder_award_id":"R01AA019511","funder_id":"https://openalex.org/F4320337330","funder_display_name":"National Institute on Alcohol Abuse and Alcoholism"},{"id":"https://openalex.org/G884057261","display_name":"Using Technology to Scale Up the Evaluation of Motivational Interviewing","funder_award_id":"K02AA023814","funder_id":"https://openalex.org/F4320337330","funder_display_name":"National Institute on Alcohol Abuse and Alcoholism"}],"funders":[{"id":"https://openalex.org/F4320309070","display_name":"Brown University","ror":"https://ror.org/05gq02987"},{"id":"https://openalex.org/F4320309568","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06"},{"id":"https://openalex.org/F4320309644","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08"},{"id":"https://openalex.org/F4320309835","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40"},{"id":"https://openalex.org/F4320310094","display_name":"University of Washington","ror":"https://ror.org/00cvxb145"},{"id":"https://openalex.org/F4320311403","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937"},{"id":"https://openalex.org/F4320312842","display_name":"University of Memphis","ror":null},{"id":"https://openalex.org/F4320332911","display_name":"University at Albany","ror":"https://ror.org/012zs8222"},{"id":"https://openalex.org/F4320333914","display_name":"Department of Psychology, Western Washington University","ror":null},{"id":"https://openalex.org/F4320337330","display_name":"National Institute on Alcohol Abuse and Alcoholism","ror":"https://ror.org/02jzrsm59"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1526491974","https://openalex.org/W1528251861","https://openalex.org/W1536497620","https://openalex.org/W1965385672","https://openalex.org/W2002313801","https://openalex.org/W2015998951","https://openalex.org/W2016741595","https://openalex.org/W2016799983","https://openalex.org/W2031252194","https://openalex.org/W2050118439","https://openalex.org/W2056654293","https://openalex.org/W2063276446","https://openalex.org/W2090392548","https://openalex.org/W2097624629","https://openalex.org/W2102360969","https://openalex.org/W2120959053","https://openalex.org/W2123409955","https://openalex.org/W2128625962","https://openalex.org/W2143518731","https://openalex.org/W2143568462","https://openalex.org/W2146962227","https://openalex.org/W2151689585","https://openalex.org/W2156805753","https://openalex.org/W2161580601","https://openalex.org/W2324000997","https://openalex.org/W2329824185","https://openalex.org/W2413419749","https://openalex.org/W2485836832","https://openalex.org/W2582743722","https://openalex.org/W2622841947","https://openalex.org/W2749069611","https://openalex.org/W2764108794","https://openalex.org/W2791601718","https://openalex.org/W4292199333","https://openalex.org/W6774097493","https://openalex.org/W6962748110"],"related_works":["https://openalex.org/W6962748110","https://openalex.org/W3213707856","https://openalex.org/W4360609152","https://openalex.org/W4292263158","https://openalex.org/W2329824185","https://openalex.org/W4411984691","https://openalex.org/W2956160214","https://openalex.org/W2107039245","https://openalex.org/W2128625962","https://openalex.org/W1521127340"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-02-21T00:00:00"}