{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T00:01:37Z","timestamp":1759104097767,"version":"3.44.0"},"reference-count":45,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Affective Disorders"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1016\/j.jad.2019.05.069","type":"journal-article","created":{"date-parts":[[2019,5,28]],"date-time":"2019-05-28T11:18:23Z","timestamp":1559042303000},"page":"110-116","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":7,"special_numbering":"C","title":["Variable reduction for past year alcohol and drug use in unmet need for mental health services among US adults"],"prefix":"10.1016","volume":"256","author":[{"given":"Nianyang","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Youssoufou","family":"Ouedraogo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Chu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ying","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kesheng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Xie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"issue":"4","key":"10.1016\/j.jad.2019.05.069_bib0001","first-page":"293","article-title":"Feature selection and dimension reduction techniques in SAS","volume":"38","author":"Aggarwal","year":"2015","journal-title":"NESUG"},{"key":"10.1016\/j.jad.2019.05.069_bib0002","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1037\/prj0000113","article-title":"Sociodemographic disparities associated with perceived causes of unmet need for mental health care","volume":"38","author":"Alang","year":"2015","journal-title":"Psychiatr. Rehabil. J."},{"issue":"3","key":"10.1016\/j.jad.2019.05.069_bib0003","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1007\/s11414-009-9166-2","article-title":"Differences in mental health service sector utilization among African American and Caucasian youth entering systems of care programs","volume":"37","author":"Barksdale","year":"2010","journal-title":"J. Behav. Health Serv. Res."},{"issue":"1","key":"10.1016\/j.jad.2019.05.069_bib0004","doi-asserted-by":"crossref","first-page":"1035","DOI":"10.1186\/s12889-016-3686-5","article-title":"Comparison of pharmaceutical, illicit drug, alcohol, nicotine and caffeine levels in wastewater with sale, seizure and consumption data for 8 European cities","volume":"16","author":"Baz-Lomba","year":"2016","journal-title":"BMC Public Health"},{"issue":"5","key":"10.1016\/j.jad.2019.05.069_bib0005","doi-asserted-by":"crossref","first-page":"906","DOI":"10.1111\/j.1360-0443.2010.03351.x","article-title":"Alcohol and depression","volume":"106","author":"Boden","year":"2011","journal-title":"Addiction"},{"issue":"4","key":"10.1016\/j.jad.2019.05.069_bib0006","doi-asserted-by":"crossref","first-page":"679","DOI":"10.1111\/acer.12672","article-title":"Co-occurrence of alcohol, drug use, DSM-5 alcohol use disorder, and symptoms of drug use disorder on both sides of the U.S.-Mexico border","volume":"39","author":"Borges","year":"2015","journal-title":"Alcohol Clin. Exp. Res."},{"issue":"2","key":"10.1016\/j.jad.2019.05.069_bib0007","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1080\/15504263.2015.1025025","article-title":"Factors influencing implementation of smoking cessation treatment within community mental health centers","volume":"11","author":"Brown","year":"2015","journal-title":"J. Dual. Diagn."},{"issue":"1","key":"10.1016\/j.jad.2019.05.069_bib0008","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.drugalcdep.2006.07.012","article-title":"The role of conduct disorder in explaining the comorbidity between alcohol and illicit drug dependence in adolescence","volume":"87","author":"Button","year":"2007","journal-title":"Drug Alcohol Depend."},{"key":"10.1016\/j.jad.2019.05.069_bib0009","unstructured":"Center for Behavioral Health Statistics and Quality,2016. 2015 National Survey on Drug Use and Health: sSummary of the effects of the 2015 NSDUH questionnaire redesign: iImplications for data users. Retrieved fromhttp:\/\/www.samhsa.gov\/data\/."},{"issue":"11","key":"10.1016\/j.jad.2019.05.069_bib0010","doi-asserted-by":"crossref","first-page":"1685","DOI":"10.1080\/10826080701209085","article-title":"Comorbidity for alcohol use disorders and drug use in Mexican-origin groups: comparison of data from National Alcohol Surveys in the U.S. and Mexico","volume":"42","author":"Cherpitel","year":"2007","journal-title":"Subst. Use Misuse."},{"issue":"4","key":"10.1016\/j.jad.2019.05.069_bib0011","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1111\/ajad.12225","article-title":"Alcohol and other substance use, mental health treatment use, and perceived unmet treatment need: comparison between baby boomers and older adults","volume":"24","author":"Choi","year":"2015","journal-title":"Am. J. Addict."},{"key":"10.1016\/j.jad.2019.05.069_bib0012","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/j.drugalcdep.2014.10.004","article-title":"Treatment use, perceived need, and barriers to seeking treatment for substance abuse and mental health problems among older adults compared to younger adults","volume":"145","author":"Choi","year":"2014","journal-title":"Drug Alcohol Depend."},{"issue":"3","key":"10.1016\/j.jad.2019.05.069_bib0014","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1176\/appi.ps.201500004","article-title":"Mental health service use among immigrants in the United States: a systematic review","volume":"67","author":"Derr","year":"2016","journal-title":"Psychiatr. Serv."},{"issue":"5","key":"10.1016\/j.jad.2019.05.069_bib0015","doi-asserted-by":"crossref","first-page":"692","DOI":"10.1176\/ps.2006.57.5.692","article-title":"Perceived effectiveness of medications among mental health service users with and without alcohol dependence","volume":"57","author":"Edlund","year":"2006","journal-title":"Psychiatr. Serv."},{"issue":"1","key":"10.1016\/j.jad.2019.05.069_bib0016","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1186\/1617-9625-12-20","article-title":"Mental health screening and increased risk for anxiety and depression among treatment-seeking smokers","volume":"12","author":"Emre","year":"2014","journal-title":"Tob. Induc. Dis."},{"key":"10.1016\/j.jad.2019.05.069_bib0017","doi-asserted-by":"crossref","first-page":"258","DOI":"10.1016\/j.drugalcdep.2015.05.010","article-title":"Patterns of major depression and nonmedical use of prescription opioids in the United States","volume":"153","author":"Fink","year":"2015","journal-title":"Drug Alcohol Depend."},{"issue":"6","key":"10.1016\/j.jad.2019.05.069_bib0018","doi-asserted-by":"crossref","first-page":"938","DOI":"10.15288\/jsad.2012.73.938","article-title":"Sex differences in prevalence and comorbidity of alcohol and drug use disorders: results from wave 2 of the National Epidemiologic Survey on Alcohol and Related Conditions","volume":"73","author":"Goldstein","year":"2012","journal-title":"J. Stud. Alcohol Drugs."},{"issue":"1","key":"10.1016\/j.jad.2019.05.069_bib0019","doi-asserted-by":"crossref","first-page":"107","DOI":"10.7205\/MILMED-D-12-00131","article-title":"Unmet need for treatment of substance use disorders and serious psychological distress among veterans: a nationwide analysis using the NSDUH","volume":"178","author":"Golub","year":"2013","journal-title":"Mil. Med."},{"issue":"2","key":"10.1016\/j.jad.2019.05.069_bib0020","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1159\/000209244","article-title":"Joint use of drugs and alcohol","volume":"15","author":"Hakkarainen","year":"2009","journal-title":"Eur. Addict. Res."},{"issue":"2","key":"10.1016\/j.jad.2019.05.069_bib0021","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1016\/j.jada.2008.10.052","article-title":"Cluster analysis defines distinct dietary patterns for African-American men and women","volume":"109","author":"James","year":"2009","journal-title":"J. Am. Diet Assoc."},{"issue":"4","key":"10.1016\/j.jad.2019.05.069_bib0022","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1016\/0167-6296(88)90021-5","article-title":"The demand for episodes of mental health services","volume":"7","author":"Keeler","year":"1988","journal-title":"J. Health Econ."},{"issue":"7","key":"10.1016\/j.jad.2019.05.069_bib0023","doi-asserted-by":"crossref","first-page":"880","DOI":"10.1016\/j.eurpsy.2015.07.010","article-title":"Factor structure of the Bern Psychopathology Scale in a sample of patients with schizophrenia spectrum disorders","volume":"30","author":"Lang","year":"2015","journal-title":"Eur. Psychiatry"},{"key":"10.1016\/j.jad.2019.05.069_bib0024","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1111\/j.2044-8317.1995.tb01067.x","article-title":"Two-stage estimation of structural equation models with continuous and polytomous variables","volume":"48","author":"Lee","year":"1995","journal-title":"Br. J. Math. Stat. Psychol."},{"issue":"4","key":"10.1016\/j.jad.2019.05.069_bib0025","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1080\/23761407.2017.1316221","article-title":"Mental health, substance abuse, and suicide among homeless adults","volume":"14","author":"Lee","year":"2017","journal-title":"J. Evid. Inf. Soc. Work"},{"issue":"1","key":"10.1016\/j.jad.2019.05.069_bib0026","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1176\/appi.ps.201200430","article-title":"Racial-ethnic variation in U.S. mental health service use among Latino and Asian non-U.S. citizens","volume":"65","author":"Lee","year":"2014","journal-title":"Psychiatr. Serv."},{"key":"10.1016\/j.jad.2019.05.069_bib0027","unstructured":"Mental Health America, 2017. Mental health in America - printed reports. Available at: http:\/\/www.mentalhealthamerica.net\/issues\/mental-health-america-printed-reports. Accessed July 24, 2017."},{"issue":"4","key":"10.1016\/j.jad.2019.05.069_bib0028","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1080\/10550880903182952","article-title":"Mental health service utilization and drinking outcomes in a national population sample: are there racial\/ethnic differences?","volume":"28","author":"Minich","year":"2009","journal-title":"J. Addict. Dis."},{"issue":"3","key":"10.1016\/j.jad.2019.05.069_bib0029","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1016\/j.drugalcdep.2004.12.003","article-title":"Use of specialty substance abuse and mental health services in adults with substance use disorders in the community","volume":"78","author":"Mojtabai","year":"2005","journal-title":"Drug Alcohol Depend."},{"key":"10.1016\/j.jad.2019.05.069_bib0030","series-title":"Proceedings of the Twenty-Sixth Annual SAS\u00ae Users Group International Conference, 2001","article-title":"Variable reduction for modeling using PROC VARCLUS, in statistics, data analysis, and data mining","author":"Nelson","year":"2001"},{"key":"10.1016\/j.jad.2019.05.069_bib0031","article-title":"Nonmedical use of prescription drugs among medical students and the relationship with illicit drug, tobacco, and alcohol use","volume":"12","author":"Papazisis","year":"2018","journal-title":"Subst. Abuse"},{"issue":"2","key":"10.1016\/j.jad.2019.05.069_bib0032","doi-asserted-by":"crossref","first-page":"230","DOI":"10.1007\/s11414-013-9376-5","article-title":"Clinical characteristics and outpatient mental health service use of transition-age youth in the USA","volume":"41","author":"Pottick","year":"2014","journal-title":"J. Behav. Health Serv. Res."},{"issue":"1","key":"10.1016\/j.jad.2019.05.069_bib0033","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1176\/appi.ps.201200071","article-title":"Disparities in unmet need for mental health services in the United States, 1997-2010","volume":"64","author":"Roll","year":"2013","journal-title":"Psychiatr. Serv."},{"key":"10.1016\/j.jad.2019.05.069_bib0034","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1016\/j.drugalcdep.2018.03.006","article-title":"Concurrent use of alcohol with other drugs and DSM-5 alcohol use disorder comorbid with other drug use disorders: sociodemographic characteristics, severity, and psychopathology","volume":"187","author":"Saha","year":"2018","journal-title":"Drug Alcohol Depend."},{"key":"10.1016\/j.jad.2019.05.069_bib0035","series-title":"Casualty Actuarial Society Forum, Winter 2006","article-title":"Variable reduction for predictive modeling with clustering","author":"Sanche","year":"2006"},{"issue":"3","key":"10.1016\/j.jad.2019.05.069_bib0036","doi-asserted-by":"crossref","first-page":"362","DOI":"10.1016\/j.amepre.2015.01.016","article-title":"Poor mental health and reduced decline in smoking prevalence","volume":"49","author":"Steinberg","year":"2015","journal-title":"Am. J. Prev. Med."},{"issue":"880","key":"10.1016\/j.jad.2019.05.069_bib0037","first-page":"601","article-title":"Factors affecting the use of mental health services in people with alcohol disorders","volume":"102","author":"Strack","year":"1989","journal-title":"N. Z. Med. J."},{"key":"10.1016\/j.jad.2019.05.069_bib0038","unstructured":"Substance Abuse and Mental Health Services Administration, 2013. Affordability Most Frequent Reason for Not Receiving Mental Health Services (Rep.). https:\/\/www.samhsa.gov\/data\/sites\/default\/files\/spot075-services-affordability-2013\/spot075-services-affordability-2013.pdf."},{"key":"10.1016\/j.jad.2019.05.069_bib0039","unstructured":"Substance Abuse and Mental Health Services Administration, 2014. Results from the 2013 National Survey on Drug Use and Health: mMental health findings, NSDUH Series H-49, HHS Publication No. (SMA) 14-4887. Rockville, MD: Substance Abuse and Mental Health Services Administration, 2014."},{"issue":"1","key":"10.1016\/j.jad.2019.05.069_bib0040","doi-asserted-by":"crossref","first-page":"36","DOI":"10.32398\/cjhp.v15i1.1887","article-title":"Who gets needed mental health care? Use of mental health services among adults with mental health need in California","volume":"15","author":"Tran","year":"2017","journal-title":"Calif. J. Health Promot."},{"issue":"2","key":"10.1016\/j.jad.2019.05.069_bib0041","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1016\/j.jpsychores.2013.10.007","article-title":"The factor structure of the metabolic syndrome in obese individuals with binge eating disorder","volume":"76","author":"Udo","year":"2014","journal-title":"J. Psychosom. Res."},{"issue":"6","key":"10.1016\/j.jad.2019.05.069_bib0042","doi-asserted-by":"crossref","first-page":"578","DOI":"10.1176\/appi.ps.201400248","article-title":"Insurance status, use of mental health services, and unmet need for mental health care in the United States","volume":"66","author":"Walker","year":"2015","journal-title":"Psychiatr. Serv."},{"key":"10.1016\/j.jad.2019.05.069_bib0043","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1186\/s12913-016-1437-z","article-title":"Development of a survey instrument to measure patient experience of integrated care","volume":"16","author":"Walker","year":"2016","journal-title":"BMC Health Serv. Res."},{"key":"10.1016\/j.jad.2019.05.069_bib0044","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/j.jpsychires.2018.02.022","article-title":"Principal component analysis of early alcohol, drug and tobacco use with major depressive disorder in US adults","volume":"100","author":"Wang","year":"2018","journal-title":"J. Psychiatr. Res."},{"issue":"8","key":"10.1016\/j.jad.2019.05.069_bib0045","first-page":"1230","article-title":"Influence of comorbid alcohol and psychiatric disorders on utilization of mental health services in the National Comorbidity Survey","volume":"156","author":"Wu","year":"1999","journal-title":"Arch. Gen. Psychiatry"},{"issue":"2","key":"10.1016\/j.jad.2019.05.069_bib0046","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1176\/appi.ps.55.2.180","article-title":"Private health insurance coverage for substance abuse and mental health services, 1995 to 1998","volume":"55","author":"Wu","year":"2004","journal-title":"Psychiatr. Serv."}],"container-title":["Journal of Affective Disorders"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0165032719305427?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0165032719305427?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,28]],"date-time":"2025-09-28T01:27:04Z","timestamp":1759022824000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0165032719305427"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":45,"alternative-id":["S0165032719305427"],"URL":"https:\/\/doi.org\/10.1016\/j.jad.2019.05.069","relation":{},"ISSN":["0165-0327"],"issn-type":[{"type":"print","value":"0165-0327"}],"subject":[],"published":{"date-parts":[[2019,9]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Variable reduction for past year alcohol and drug use in unmet need for mental health services among US adults","name":"articletitle","label":"Article Title"},{"value":"Journal of Affective Disorders","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jad.2019.05.069","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2019 Elsevier B.V. All rights reserved.","name":"copyright","label":"Copyright"}]}}