{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T17:43:55Z","timestamp":1791999835799,"version":"4.4.0"},"reference-count":90,"publisher":"Akademiai Kiado Zrt.","issue":"3","license":[{"start":{"date-parts":[[2020,10,12]],"date-time":"2020-10-12T00:00:00Z","timestamp":1602460800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100020305","name":"Palix Foundation","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100020305","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["akjournals.com"],"crossmark-restriction":true},"short-container-title":["JBA"],"published-print":{"date-parts":[[2020,10,12]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background and aims<\/jats:title>\n                    <jats:p>The Brief Screener for Substance and Behavioral Addictions (SSBAs) was developed to assess a common addiction construct across four substances (alcohol, tobacco, cannabis, and cocaine), and six behaviors (gambling, shopping, videogaming, eating, sexual activity, and working) using a lay epidemiology perspective. This paper extends our previous work by examining the predictive utility of the SSBA to identify self-attributed addiction problems.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Method<\/jats:title>\n                    <jats:p>\n                      Participants (\n                      <jats:italic>N<\/jats:italic>\n                      = 6,000) were recruited in Canada using quota sampling methods. Receiver Operating Characteristics (ROCs) analyses were conducted, and thresholds established for each target behavior's subscale to predict self-attributed problems with these substances and behaviors. For each substance and behavior, regression models compared overall classification accuracy and model fit when lay epidemiologic indicators assessed using the SSBA were compared with validated screening measures to predict selfattributed problems.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>ROC analyses indicted moderate to high diagnostic accuracy (Area under the curves (AUCs) 0.73\u20130.94) across SSBA subscales. Thresholds for identifying self-attributed problems were 3 for six of the subscales (alcohol, tobacco, cannabis, cocaine, shopping, and gaming), and 2 for the remaining four behaviors (gambling, eating, sexual activity, and working). Compared to other instruments assessing addiction problems, models using the SSBA provided equivalent or better model fit, and overall had higher classification accuracy in the prediction of self-attributed problems.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Discussion and conclusions<\/jats:title>\n                    <jats:p>The SSBA is a viable screening tool for problematic engagement across ten potentially addictive behaviors. Where longer screening tools are not appropriate, the SSBA may be used to identify individuals who would benefit from further assessment.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1556\/2006.2020.00064","type":"journal-article","created":{"date-parts":[[2020,10,2]],"date-time":"2020-10-02T23:09:51Z","timestamp":1601680191000},"page":"709-722","update-policy":"https:\/\/doi.org\/10.1556\/policypage.crossmark.crossref.1","source":"Crossref","is-referenced-by-count":25,"title":["Predictive utility of the brief Screener for Substance and Behavioral Addictions for identifying self-attributed problems"],"prefix":"10.1556","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4757-5691","authenticated-orcid":true,"given":"Magdalen G.","family":"Schluter","sequence":"first","affiliation":[{"name":"1Department of Psychology, University of Calgary, Calgary, AB, T2N 1N4, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David C.","family":"Hodgins","sequence":"additional","affiliation":[{"name":"1Department of Psychology, University of Calgary, Calgary, AB, T2N 1N4, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Barna","family":"Konkol\u00ff Thege","sequence":"additional","affiliation":[{"name":"2Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, ON, L9M 1G3, Canada"},{"name":"3Department of Psychiatry, University of Toronto, Toronto, ON, M5T 1R8, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"T. 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Technical report of phase II activities","author":"Wild","year":"2015"},{"key":"ref21","volume-title":"Diagnostic and statistical manual of mental disorders","year":"2013"},{"key":"ref551","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/1467-9566.ep11340301","article-title":"Lay epidemiology and the prevention paradox: The implications of coronary candidacy for health education","volume":"13","author":"Davison","year":"1991","journal-title":"Sociology of Health & Illness"},{"key":"ref201","doi-asserted-by":"crossref","first-page":"e92209","DOI":"10.1371\/journal.pone.0092209","article-title":"Area under precision-recall curves for weighted and unweighted data","volume":"9","author":"Keilwagen","year":"2014","journal-title":"PloS One"},{"key":"ref461","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1002\/1097-0142(1950)3:1<32::AID-CNCR2820030106>3.0.CO;2-3","article-title":"Index for rating diagnostic tests","volume":"3","author":"Youden","year":"1950","journal-title":"Cancer"},{"key":"ref611","doi-asserted-by":"crossref","first-page":"1718","DOI":"10.1111\/add.13828","article-title":"Behavioural addiction and substance addiction should be defined by their similarities not their dissimilarities","volume":"112","author":"Griffiths","year":"2017","journal-title":"Addiction"},{"key":"ref841","doi-asserted-by":"crossref","first-page":"1720","DOI":"10.1111\/add.13831","article-title":"Criteria for conceptualizing behavioural addiction should be informed by the underlying behavioural mechanism","volume":"112","author":"Tunney","year":"2017","journal-title":"Addiction"},{"key":"ref71","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/1467-9566.ep11340301","article-title":"Lay epidemiology and the prevention paradox: The implications of coronary candidacy for health education","volume":"13","author":"Davison","year":"1991","journal-title":"Sociology of Health & Illness"},{"key":"ref701","doi-asserted-by":"crossref","first-page":"34","DOI":"10.3109\/16066359.2014.923408","article-title":"Substance-related and behavioural addiction problems: Two surveys of Canadian adults","volume":"23","author":"Konkol\u00ff Thege","year":"2015","journal-title":"Addiction Research & Theory"},{"key":"ref331","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1080\/10673220490905705","article-title":"Toward a syndrome model of addiction: Multiple expressions, common etiology","volume":"12","author":"Shaffer","year":"2004","journal-title":"Harvard Review of Psychiatry"},{"key":"ref61","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1016\/S0306-4603(01)00231-3","article-title":"The Shorter PROMIS Questionnaire: Further validation of a tool for simultaneous assessment of multiple addictive behaviours","volume":"28","author":"Christo","year":"2003","journal-title":"Addictive Behaviors"},{"key":"ref511","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1002\/jnr.23963","article-title":"Sex differences, gender and addiction","volume":"95","author":"Becker","year":"2017","journal-title":"Journal of Neuroscience Research"},{"key":"ref781","volume-title":"R: A language and environment for statistical computing","year":"2013"},{"key":"ref211","doi-asserted-by":"crossref","DOI":"10.3389\/fpsyt.2018.00406","article-title":"Component model of addiction treatment: A pragmatic transdiagnostic treatment model of behavioral and substance addictions","volume":"9","author":"Kim","year":"2018","journal-title":"Frontiers in Psychiatry"},{"key":"ref431","doi-asserted-by":"crossref","first-page":"195","DOI":"10.3109\/16066359.2013.824565","article-title":"Development of the Game Addiction Inventory for Adults (GAIA)","volume":"22","author":"Wong","year":"2013","journal-title":"Addiction Research & Theory"},{"key":"ref51","doi-asserted-by":"crossref","first-page":"1789","DOI":"10.1001\/archinte.158.16.1789","article-title":"The AUDIT alcohol consumption questions (AUDIT-C): An effective brief screening test for problem drinking. 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Alcohol use disorders identification test","volume":"158","author":"Bush","year":"1998","journal-title":"Archives of Internal Medicine"},{"key":"ref921","volume-title":"Global Alcohol Report: Canada","year":"2018"}],"container-title":["Journal of Behavioral Addictions"],"original-title":[],"link":[{"URL":"https:\/\/akjournals.com\/view\/journals\/2006\/9\/3\/article-p709.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/akjournals.com\/downloadpdf\/journals\/2006\/9\/3\/article-p709.xml","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,11,20]],"date-time":"2021-11-20T00:08:06Z","timestamp":1637366886000},"score":1,"resource":{"primary":{"URL":"https:\/\/akjournals.com\/view\/journals\/2006\/9\/3\/article-p709.xml"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,12]]},"references-count":90,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1556\/2006.2020.00064","relation":{},"ISSN":["2062-5871","2063-5303"],"issn-type":[{"value":"2062-5871","type":"print"},{"value":"2063-5303","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,10,12]]}}}