{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T02:56:07Z","timestamp":1790823367632,"version":"4.1.0"},"reference-count":46,"publisher":"Wiley","issue":"7","license":[{"start":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T00:00:00Z","timestamp":1790726400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T00:00:00Z","timestamp":1790726400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/100000054","name":"National Cancer Institute","doi-asserted-by":"publisher","award":["R01 CA246590"],"award-info":[{"award-number":["R01 CA246590"]}],"id":[{"id":"10.13039\/100000054","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000026","name":"National Institute on Drug Abuse","doi-asserted-by":"publisher","award":["T32 DA007292"],"award-info":[{"award-number":["T32 DA007292"]}],"id":[{"id":"10.13039\/100000026","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100024521","name":"Oklahoma Tobacco Settlement Endowment Trust","doi-asserted-by":"publisher","award":["STCST00400_FY25"],"award-info":[{"award-number":["STCST00400_FY25"]}],"id":[{"id":"10.13039\/100024521","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Drug and Alcohol Review"],"published-print":{"date-parts":[[2026,11]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Introduction<\/jats:title>\n                    <jats:p>Ecological momentary assessment (EMA) allows researchers to capture substance use as it occurs in daily life, but participants may not report every use event. Little is known about whether the environments where people spend time affect the completeness of these reports.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>We examined how consistently young adults reported cigarette and cannabis use through event\u2010based EMA and whether reporting differed by the social vulnerability of places they visited. We analysed 30\u2009days of GPS\u2010enabled EMA and daily diary data from 34 young adults in California (730 participant days). We compared daily cigarette and cannabis use events reported through EMA with those reported in the following day's diary and classified EMA reports as lower than, matching, or higher than the diary. Using GPS data and the Social Vulnerability Index, we measured the social vulnerability of participants' daily activity spaces relative to home.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Bayesian multilevel multinomial logistic regression showed that higher social vulnerability in daily activity spaces relative to home was associated with greater odds of reporting fewer use events through EMA than in the daily diary for cigarettes (aOR 1.55, 95% CrI 1.25\u20131.93) and cannabis (aOR 1.28, 95% CrI 1.06\u20131.55). The association for cigarettes was also observed in a larger independent dataset.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Discussion and Conclusions<\/jats:title>\n                    <jats:p>These findings suggest that the completeness of real\u2010time substance use reporting may depend partly on where participants spend their time. Researchers using event\u2010based EMA should consider environmental context when interpreting incomplete reports and designing studies to improve data completeness.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1111\/dar.70267","type":"journal-article","created":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T02:18:12Z","timestamp":1790821092000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Environmental Context and Reporting Completeness of Event\u2010Based Ecological Momentary Assessment in Cigarette and Cannabis Use"],"prefix":"10.1111","volume":"45","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8017-1226","authenticated-orcid":false,"given":"Jasmin (Jiuying)","family":"Han","sequence":"first","affiliation":[{"name":"Department of Mental Health Johns Hopkins Bloomberg School of Public Health  Baltimore Maryland USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2789-5460","authenticated-orcid":false,"given":"Michael R.","family":"Desjardins","sequence":"additional","affiliation":[{"name":"Department of Mental Health Johns Hopkins Bloomberg School of Public Health  Baltimore Maryland USA"},{"name":"Department of Epidemiology Johns Hopkins Bloomberg School of Public Health  Baltimore Maryland USA"},{"name":"Spatial Science for Public Health Center Johns Hopkins Bloomberg School of Public Health  Baltimore Maryland USA"},{"name":"Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins  Baltimore Maryland USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Julia","family":"McQuoid","sequence":"additional","affiliation":[{"name":"TSET Health Promotion Research Center, Department of Family and Preventive Medicine University of Oklahoma Health Campus  Oklahoma City Oklahoma USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-6734-777X","authenticated-orcid":false,"given":"Janardan","family":"Devkota","sequence":"additional","affiliation":[{"name":"Department of Mental Health Johns Hopkins Bloomberg School of Public Health  Baltimore Maryland USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2948-151X","authenticated-orcid":false,"given":"Joseph J. C.","family":"Waring","sequence":"additional","affiliation":[{"name":"Department of Mental Health Johns Hopkins Bloomberg School of Public Health  Baltimore Maryland USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kekoa","family":"Lopez\u2010Paguyo","sequence":"additional","affiliation":[{"name":"Center for Tobacco Control Research and Education University of California  San Francisco California USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8661-9597","authenticated-orcid":false,"given":"Nhung","family":"Nguyen","sequence":"additional","affiliation":[{"name":"Center for Tobacco Control Research and Education University of California  San Francisco California USA"},{"name":"Division of General Internal Medicine, Department of Medicine University of California  San Francisco California USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6166-9347","authenticated-orcid":false,"given":"Pamela M.","family":"Ling","sequence":"additional","affiliation":[{"name":"Center for Tobacco Control Research and Education University of California  San Francisco California USA"},{"name":"Division of General Internal Medicine, Department of Medicine University of California  San Francisco California USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8929-9579","authenticated-orcid":false,"given":"Johannes","family":"Thrul","sequence":"additional","affiliation":[{"name":"Department of Mental Health Johns Hopkins Bloomberg School of Public Health  Baltimore Maryland USA"},{"name":"Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins  Baltimore Maryland USA"},{"name":"Centre for Alcohol Policy Research La Trobe University  Melbourne Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,9,30]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.drugalcdep.2014.12.024","article-title":"Ecological Momentary Assessment in the Investigation of Craving and Substance Use in Daily Life: A Systematic Review","volume":"148","author":"Serre F.","year":"2015","journal-title":"Drug and Alcohol Dependence"},{"issue":"1","key":"e_1_2_9_3_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1146\/annurev.clinpsy.3.022806.091415","article-title":"Ecological Momentary Assessment","volume":"4","author":"Shiffman S.","year":"2008","journal-title":"Annual Review of Clinical Psychology"},{"issue":"1","key":"e_1_2_9_4_1","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1146\/annurev-clinpsy-050212-185510","article-title":"Ambulatory Assessment","volume":"9","author":"Trull T. 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