{"id":"https://openalex.org/W2802158996","doi":"https://doi.org/10.1016/j.drugpo.2018.03.031","title":"Big data on a big new market: Insights from Washington State\u2019s legal cannabis market","display_name":"Big data on a big new market: Insights from Washington State\u2019s legal cannabis market","publication_year":2018,"publication_date":"2018-04-27","ids":{"openalex":"https://openalex.org/W2802158996","doi":"https://doi.org/10.1016/j.drugpo.2018.03.031","mag":"2802158996","pmid":"https://pubmed.ncbi.nlm.nih.gov/29709847","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6948109"},"language":"en","primary_location":{"id":"doi:10.1016/j.drugpo.2018.03.031","doi":"https://doi.org/10.1016/j.drugpo.2018.03.031","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.drugpo.2018.03.031","pdf_url":null,"source":{"id":"https://openalex.org/S60503757","display_name":"International Journal of Drug Policy","issn_l":"0955-3959","issn":["0955-3959","1873-4758"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Drug Policy","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6948109","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010519592","display_name":"Jonathan P. Caulkins","orcid":"https://orcid.org/0000-0002-7748-9989","observed_orcids":["https://orcid.org/0000-0002-7748-9989"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jonathan P. Caulkins","raw_affiliation_strings":["Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA. Electronic address: caulkins@andrew.cmu.edu","Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA"],"raw_orcid":"https://orcid.org/0000-0002-7748-9989","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA. Electronic address: caulkins@andrew.cmu.edu","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083127375","display_name":"Yilun Bao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yilun Bao","raw_affiliation_strings":["Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087633174","display_name":"Steven Davenport","orcid":"https://orcid.org/0000-0001-9999-2449","observed_orcids":["https://orcid.org/0000-0001-9999-2449"]},"institutions":[{"id":"https://openalex.org/I1309849503","display_name":"RAND Corporation","ror":"https://ror.org/00f2z7n96","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1309849503"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steve Davenport","raw_affiliation_strings":["RAND Drug Policy Research Center, 1776 Main St., Santa Monica, CA 90401, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RAND Drug Policy Research Center, 1776 Main St., Santa Monica, CA 90401, USA","institution_ids":["https://openalex.org/I1309849503"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015937582","display_name":"Imane Fahli","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Imane Fahli","raw_affiliation_strings":["Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067749750","display_name":"Yutian Guo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yutian Guo","raw_affiliation_strings":["Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009664222","display_name":"Krista Kinnard","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Krista Kinnard","raw_affiliation_strings":["Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027063648","display_name":"Mary Najewicz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary Najewicz","raw_affiliation_strings":["Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041698224","display_name":"Lauren Renaud","orcid":"https://orcid.org/0000-0003-2928-9285","observed_orcids":["https://orcid.org/0000-0003-2928-9285"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lauren Renaud","raw_affiliation_strings":["Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University Heinz College, 5000 Forbes Ave., Pittsburgh PA 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083853903","display_name":"Beau Kilmer","orcid":"https://orcid.org/0000-0002-9333-8080","observed_orcids":["https://orcid.org/0000-0002-9333-8080"]},"institutions":[{"id":"https://openalex.org/I1309849503","display_name":"RAND Corporation","ror":"https://ror.org/00f2z7n96","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1309849503"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Beau Kilmer","raw_affiliation_strings":["RAND Drug Policy Research Center, 1776 Main St., Santa Monica, CA 90401, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RAND Drug Policy Research Center, 1776 Main St., Santa Monica, CA 90401, USA","institution_ids":["https://openalex.org/I1309849503"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010519592"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":{"value":4350,"currency":"USD","value_usd":4350},"apc_paid":null,"fwci":19.3301,"has_fulltext":false,"cited_by_count":95,"citation_normalized_percentile":{"value":0.99243178,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"57","issue":null,"first_page":"86","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11898","display_name":"Economics of Agriculture and Food Markets","score":0.3962000012397766,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11898","display_name":"Economics of Agriculture and Food Markets","score":0.3962000012397766,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10414","display_name":"Cannabis and Cannabinoid Research","score":0.16169999539852142,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.12129999697208405,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/legal-cannabis-market","display_name":"legal cannabis market","score":0.9670000076293945},{"id":"https://openalex.org/keywords/washington-state","display_name":"Washington State","score":0.6600000262260437},{"id":"https://openalex.org/keywords/edibles","display_name":"edibles","score":0.6359999775886536},{"id":"https://openalex.org/keywords/cannabis-extracts","display_name":"cannabis extracts","score":0.593999981880188},{"id":"https://openalex.org/keywords/market-concentration","display_name":"market concentration","score":0.7319999933242798},{"id":"https://openalex.org/keywords/herfindahl-hirschman-index","display_name":"Herfindahl-Hirschman index","score":0.9279999732971191},{"id":"https://openalex.org/keywords/cannabis-legalization","display_name":"cannabis legalization","score":0.5},{"id":"https://openalex.org/keywords/cannabis-policy","display_name":"cannabis policy","score":0.3190000057220459}],"concepts":[{"id":"https://openalex.org/C2777056318","wikidata":"https://www.wikidata.org/wiki/Q79817","display_name":"Cannabis","level":2,"score":0.6855657696723938},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6074910163879395},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4686811566352844},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.35372138023376465},{"id":"https://openalex.org/C54750564","wikidata":"https://www.wikidata.org/wiki/Q26643","display_name":"Commerce","level":1,"score":0.3301210403442383},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.32528525590896606},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14209049940109253},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10195040702819824},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.09863251447677612},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000074609","descriptor_name":"Marijuana Use","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D000074609","descriptor_name":"Marijuana Use","qualifier_ui":"Q000331","qualifier_name":"legislation & jurisprudence","is_major_topic":false},{"descriptor_ui":"D000077558","descriptor_name":"Big Data","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D003132","descriptor_name":"Commerce","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007880","descriptor_name":"Legislation, Drug","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014861","descriptor_name":"Washington","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1016/j.drugpo.2018.03.031","doi":"https://doi.org/10.1016/j.drugpo.2018.03.031","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.drugpo.2018.03.031","pdf_url":null,"source":{"id":"https://openalex.org/S60503757","display_name":"International Journal of Drug Policy","issn_l":"0955-3959","issn":["0955-3959","1873-4758"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Drug Policy","raw_type":"journal-article"},{"id":"pmid:29709847","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29709847","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":"The International journal on drug policy","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:5903500","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6948109","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6948109","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6948109","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":"Int J Drug Policy","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:5903500","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6948109","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.44999998807907104,"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5193457729","display_name":"Dynamics of Cannabis Market Environment Changes and Public Health Effects after Legalization: The Role of Local-Level Regulation Beyond the Short-Term in the Pacific Northwest","funder_award_id":"R01DA039293","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"}],"funders":[{"id":"https://openalex.org/F4320337347","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1004828651","https://openalex.org/W1637597842","https://openalex.org/W1827439196","https://openalex.org/W1834838999","https://openalex.org/W1922056818","https://openalex.org/W1979507237","https://openalex.org/W1983908203","https://openalex.org/W2010703360","https://openalex.org/W2051546690","https://openalex.org/W2059038395","https://openalex.org/W2098582456","https://openalex.org/W2098700433","https://openalex.org/W2149825627","https://openalex.org/W2163997545","https://openalex.org/W2203111153","https://openalex.org/W2204612425","https://openalex.org/W2210379197","https://openalex.org/W2221448842","https://openalex.org/W2274740136","https://openalex.org/W2284020495","https://openalex.org/W2285823729","https://openalex.org/W2291297638","https://openalex.org/W2325974271","https://openalex.org/W2473196604","https://openalex.org/W2511391204","https://openalex.org/W2518590365","https://openalex.org/W2586792730","https://openalex.org/W2587441035","https://openalex.org/W2600802679","https://openalex.org/W2601666044","https://openalex.org/W2619558297","https://openalex.org/W2779796029","https://openalex.org/W2786418968","https://openalex.org/W2796745129","https://openalex.org/W2928072843"],"related_works":["https://openalex.org/W2619558297","https://openalex.org/W4416099818","https://openalex.org/W2972599151","https://openalex.org/W2955105710","https://openalex.org/W3000305286","https://openalex.org/W4283799779","https://openalex.org/W4384301947","https://openalex.org/W2951861521","https://openalex.org/W4407024015","https://openalex.org/W2928072843"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":5}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2018-05-17T00:00:00"}
