{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T20:19:16Z","timestamp":1767212356508,"version":"3.40.5"},"reference-count":62,"publisher":"Wiley","issue":"11","license":[{"start":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T00:00:00Z","timestamp":1727654400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000027","name":"National Institute on Alcohol Abuse and Alcoholism","doi-asserted-by":"publisher","award":["L30AA027013\u201003"],"award-info":[{"award-number":["L30AA027013\u201003"]}],"id":[{"id":"10.13039\/100000027","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Alcohol, Clinical and Experimental Research"],"published-print":{"date-parts":[[2024,11]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:sec><jats:title>Background<\/jats:title><jats:p>Mobile health (mHealth) technology use may reduce alcohol use and related negative consequences; however, little is known about its efficacy without prompting from researchers or pay\u2010per\u2010use. This exploratory analysis assessed relationships between mHealth technology use frequency and alcohol\u2010use outcomes.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>Young adults who drink heavily (<jats:italic>N\u2009=<\/jats:italic>\u200997, <jats:italic>M<\/jats:italic><jats:sub>age<\/jats:sub>\u2009<jats:italic>=<\/jats:italic>\u200923, 51% male, 64% non\u2010Hispanic White, <jats:italic>M<\/jats:italic><jats:sub>drinks\/week<\/jats:sub>\u2009=\u200921) had the option to use three mHealth technologies (breathalyzer device\/app, blood alcohol content estimator app, drink counting via text message) while drinking for 2\u2009weeks. Relationships between alcohol\u2010related outcomes and any, multiple, and specific mHealth technology use across study days and drinking days were evaluated via bivariate correlations and multiple regressions.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>Participants used one or more mHealth technologies on approximately 68% of drinking days (33% of field days), with multiple technologies used on 34% of drinking days. Bivariate correlations revealed that a higher percentage of study days with any mHealth technology use was related to higher mean weekly drinks. However, a higher percentage of drinking days with any mHealth technology use was related to lower mean weekly drinks, percent of heavy and high\u2010intensity drinking days, and negative consequences. There were several significant, inverse correlations between alcohol variables and using the mHealth technologies that provided personalized feedback. Multiple regression analyses (holding sex and baseline alcohol variables constant) indicated that a higher percentage of drinking days with any mHealth technology use was related to lower mean weekly drinks and lower percentage of heavy drinking days.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>Using mHealth technologies to moderate drinking without direct prompting from the research team or per\u2010use incentives was related to less overall alcohol use and heavy drinking. This indicates potential real\u2010world engagement with mHealth apps to assist with in\u2010the\u2010moment drinking. Normalizing mHealth technology use during drinking could help curb the public health crisis around harmful alcohol use in young adult populations.<\/jats:p><\/jats:sec>","DOI":"10.1111\/acer.15455","type":"journal-article","created":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T03:04:43Z","timestamp":1727751883000},"page":"2188-2199","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Exploratory analysis of blood alcohol concentration\u2010related technology use and drinking outcomes among young adults"],"prefix":"10.1111","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1546-5439","authenticated-orcid":false,"given":"Sayre E.","family":"Wilson","sequence":"first","affiliation":[{"name":"Department of Public Health and Health Sciences, Bouv\u00e9 College Northeastern University  Boston Massachusetts USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hannah A.","family":"Lavoie","sequence":"additional","affiliation":[{"name":"Department of Health Education and Behavior, College of Health and Human Performance University of Florida  Gainesville Florida USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7979-2156","authenticated-orcid":false,"given":"Benjamin L.","family":"Berey","sequence":"additional","affiliation":[{"name":"Providence VA Medical Center  Providence Rhode Island USA"},{"name":"Department of Psychiatry and Human Behavior Brown University  Providence Rhode Island USA"},{"name":"Center for Alcohol and Addiction Studies Brown University  Providence Rhode Island USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7796-1200","authenticated-orcid":false,"given":"Tessa","family":"Frohe","sequence":"additional","affiliation":[{"name":"Department of Psychiatry &amp; Behavioral Sciences, School of Medicine University of Washington  Seattle Washington USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7481-7812","authenticated-orcid":false,"given":"Bonnie H. P.","family":"Rowland","sequence":"additional","affiliation":[{"name":"Department of Psychological and Brain Sciences Boston University  Boston Massachusetts USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6777-978X","authenticated-orcid":false,"given":"Liana S. E.","family":"Hone","sequence":"additional","affiliation":[{"name":"Department of Health Education and Behavior, College of Health and Human Performance University of Florida  Gainesville Florida USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7003-8907","authenticated-orcid":false,"given":"Robert F.","family":"Leeman","sequence":"additional","affiliation":[{"name":"Department of Public Health and Health Sciences, Bouv\u00e9 College Northeastern University  Boston Massachusetts USA"},{"name":"Department of Health Education and Behavior, College of Health and Human Performance University of Florida  Gainesville Florida USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2024,9,30]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"publisher","DOI":"10.1111\/add.15294"},{"key":"e_1_2_9_3_1","doi-asserted-by":"publisher","DOI":"10.3390\/jcm8111807"},{"key":"e_1_2_9_4_1","doi-asserted-by":"publisher","DOI":"10.1089\/g4h.2015.0053"},{"key":"e_1_2_9_5_1","doi-asserted-by":"publisher","DOI":"10.2147\/AHMT.S342811"},{"key":"e_1_2_9_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00213-017-4577-x"},{"key":"e_1_2_9_7_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-clinpsy-080822-042337"},{"key":"e_1_2_9_8_1","doi-asserted-by":"publisher","DOI":"10.1037\/0893-164X.11.1.26"},{"key":"e_1_2_9_9_1","doi-asserted-by":"publisher","DOI":"10.15288\/jsa.1998.59.447"},{"key":"e_1_2_9_10_1","doi-asserted-by":"publisher","DOI":"10.1037\/0893-164X.21.4.498"},{"issue":"1","key":"e_1_2_9_11_1","first-page":"43","article-title":"NIAAA's college alcohol intervention matrix","volume":"39","author":"Cronce J.M.","year":"2018","journal-title":"Alcohol Research: Current Reviews"},{"key":"e_1_2_9_12_1","doi-asserted-by":"publisher","DOI":"10.1111\/dar.13569"},{"key":"e_1_2_9_13_1","doi-asserted-by":"publisher","DOI":"10.1111\/acer.14597"},{"key":"e_1_2_9_14_1","doi-asserted-by":"publisher","DOI":"10.1037\/a0030475"},{"key":"e_1_2_9_15_1","doi-asserted-by":"publisher","DOI":"10.1037\/adb0000318"},{"volume-title":"Brief alcohol screening and intervention for college students (BASICS): a harm reduction approach","year":"1999","author":"Dimeff L.A.","key":"e_1_2_9_16_1"},{"key":"e_1_2_9_17_1","doi-asserted-by":"publisher","DOI":"10.1080\/16066359.2016.1239081"},{"key":"e_1_2_9_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsr.2017.08.013"},{"key":"e_1_2_9_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pbb.2021.173155"},{"key":"e_1_2_9_20_1","doi-asserted-by":"publisher","DOI":"10.1111\/acer.14486"},{"key":"e_1_2_9_21_1","first-page":"300","article-title":"Calculationof blood alcohol concentration (BAC) by sex, weight, number of drinks and time","volume":"78","author":"Fisher H.R.","year":"1987","journal-title":"Canadian Journal of Public Health"},{"key":"e_1_2_9_22_1","doi-asserted-by":"publisher","DOI":"10.1177\/2515245919847202"},{"key":"e_1_2_9_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12529-016-9629-9"},{"issue":"4","key":"e_1_2_9_24_1","first-page":"369","article-title":"Reactivity in behavioral observation: a review","volume":"4","author":"Haynes S.N.","year":"1982","journal-title":"Behavioral Assessment"},{"key":"e_1_2_9_25_1","doi-asserted-by":"publisher","DOI":"10.1111\/acer.12714"},{"key":"e_1_2_9_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00213-018-4860-5"},{"key":"e_1_2_9_27_1","doi-asserted-by":"publisher","DOI":"10.1002\/wfs2.1340"},{"key":"e_1_2_9_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.addbeh.2017.08.018"},{"key":"e_1_2_9_29_1","doi-asserted-by":"publisher","DOI":"10.1093\/alcalc\/agz031"},{"key":"e_1_2_9_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2015.05.007"},{"volume-title":"Principles and practice of structural equation modeling","year":"2023","author":"Kline R.B.","key":"e_1_2_9_31_1"},{"key":"e_1_2_9_32_1","doi-asserted-by":"publisher","DOI":"10.1097\/01.alc.0000179205.24180.4a"},{"key":"e_1_2_9_33_1","doi-asserted-by":"publisher","DOI":"10.2196\/mhealth.4924"},{"key":"e_1_2_9_34_1","doi-asserted-by":"publisher","DOI":"10.1111\/acer.13490"},{"key":"e_1_2_9_35_1","doi-asserted-by":"publisher","DOI":"10.1037\/adb0000780"},{"key":"e_1_2_9_36_1","doi-asserted-by":"publisher","DOI":"10.1037\/ccp0000132"},{"key":"e_1_2_9_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.addbeh.2017.11.038"},{"key":"e_1_2_9_38_1","doi-asserted-by":"publisher","DOI":"10.1111\/acer.12031"},{"key":"e_1_2_9_39_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1530-0277.2008.00701.x"},{"key":"e_1_2_9_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.addbeh.2018.01.013"},{"key":"e_1_2_9_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/0306-4603(79)90021-2"},{"key":"e_1_2_9_42_1","doi-asserted-by":"publisher","DOI":"10.15288\/jsad.2020.81.212"},{"key":"e_1_2_9_43_1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2018.0158"},{"key":"e_1_2_9_44_1","doi-asserted-by":"publisher","DOI":"10.1111\/add.15822"},{"key":"e_1_2_9_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11121-022-01420-1"},{"key":"e_1_2_9_46_1","doi-asserted-by":"publisher","DOI":"10.1037\/adb0000811"},{"volume-title":"Motivational interviewing with adolescents and young adults","year":"2021","author":"Naar S.","key":"e_1_2_9_47_1"},{"key":"e_1_2_9_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.socscimed.2011.04.020"},{"key":"e_1_2_9_49_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12529-019-09789-0"},{"key":"e_1_2_9_50_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.330.7482.85"},{"key":"e_1_2_9_51_1","doi-asserted-by":"publisher","DOI":"10.1111\/add.15687"},{"volume-title":"Teens, social media and technology 2022","year":"2022","author":"Pew Research Center","key":"e_1_2_9_52_1"},{"key":"e_1_2_9_53_1","doi-asserted-by":"publisher","DOI":"10.15288\/jsa.2006.67.169"},{"key":"e_1_2_9_54_1","doi-asserted-by":"publisher","DOI":"10.2196\/32768"},{"key":"e_1_2_9_55_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-0357-5_3"},{"key":"e_1_2_9_56_1","unstructured":"Substance Abuse and Mental Health Services Administration. (2022)Key substance use and mental health indicators in the United States: Results from the 2021 National Survey on Drug Use and Health. NSDUH Series H\u201057 HHS Publication No. PEP22\u201007\u201001\u2010005. Center for Behavioral Health Statistics and Quality Substance Abuse and Mental Health Services Administration. Available at:https:\/\/www.samhsa.gov\/data\/report\/2021\u2010nsduh\u2010annual\u2010national\u2010report[Accessed 6th November 2023]."},{"key":"e_1_2_9_57_1","doi-asserted-by":"publisher","DOI":"10.2196\/mhealth.8530"},{"key":"e_1_2_9_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsat.2014.09.001"},{"key":"e_1_2_9_59_1","doi-asserted-by":"publisher","DOI":"10.1037\/adb0000570"},{"key":"e_1_2_9_60_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.drugalcdep.2016.11.009"},{"key":"e_1_2_9_61_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1360-0443.2009.02632.x"},{"key":"e_1_2_9_62_1","doi-asserted-by":"publisher","DOI":"10.2196\/mhealth.2709"},{"key":"e_1_2_9_63_1","doi-asserted-by":"publisher","DOI":"10.2196\/mhealth.9324"}],"container-title":["Alcohol, Clinical and Experimental Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/acer.15455","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,9]],"date-time":"2024-11-09T08:57:06Z","timestamp":1731142626000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/acer.15455"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,30]]},"references-count":62,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2024,11]]}},"alternative-id":["10.1111\/acer.15455"],"URL":"https:\/\/doi.org\/10.1111\/acer.15455","archive":["Portico"],"relation":{},"ISSN":["2993-7175","2993-7175"],"issn-type":[{"type":"print","value":"2993-7175"},{"type":"electronic","value":"2993-7175"}],"subject":[],"published":{"date-parts":[[2024,9,30]]},"assertion":[{"value":"2024-06-20","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-09-08","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-09-30","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}