Latent profile analyses of disordered eating behaviors and nonsuicidal self‐injury among Vietnamese adolescents
Objective Comorbidity of disordered eating (DE) behaviors and nonsuicidal self‐injury (NSSI) is linked to increased functional impairment. The present study identified subtypes of DE and NSSI comorbidity in a non‐Western, low‐ and middle‐income country where there has been particularly little resear...
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Veröffentlicht in: | The International journal of eating disorders 2022-12, Vol.55 (12), p.1721-1732 |
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creator | Zelkowitz, Rachel L. Cole, David A. Sterba, Sonya K. Liu, Qimin Lau, Anna S. Trung, Lam T. Weiss, Bahr |
description | Objective
Comorbidity of disordered eating (DE) behaviors and nonsuicidal self‐injury (NSSI) is linked to increased functional impairment. The present study identified subtypes of DE and NSSI comorbidity in a non‐Western, low‐ and middle‐income country where there has been particularly little research in this area.
Method
Latent profile analyses (LPA) were conducted to identify patterns of subgroup comorbidity in self‐reported DE behaviors and NSSI behaviors, in a sample of Vietnamese high‐school students (N = 1451, 51% female). Parallel‐process LPA was used to predict NSSI subgroup membership from DE subgroup membership.
Results
A seven‐class LPA model was identified for DE: (1) Low frequencies of all DE behaviors; (2) Frequent levels of all DE behaviors; (3) Frequent fasting and purging behaviors; (4) Frequent binge eating only; (5) Moderate binge eating; (6) Moderate fasting and purging behaviors; (7) Exercise and fasting. A two‐class (high versus low) model was identified for NSSI. Odds of membership in the high‐NSSI class were significantly increased for all DE classes except the class characterized by moderate binge eating. Odds of belonging to the high‐NSSI class were highest for those in DE classes involving purging behaviors. Males predominated in classes characterized by high behavior dysregulation.
Discussion
DE and NSSI represent important clinical concerns among Vietnamese youth in urban contexts, and males may show particular vulnerability for certain risk behaviors. The association of classes of DE behaviors to NSSI was particularly strong for classes that involved purging, highlighting the importance of this specific behavior for understanding comorbidity of DE and NSSI.
Public Significance
Disordered eating and nonsuicidal self‐injury (NSSI; hurting oneself without intending to die) commonly co‐occur. There has been less research on disordered eating and NSSI among individuals from non‐Western or low/middle‐income countries. We examined patterns of these behaviors in a school‐based sample of Vietnamese adolescents. We found that patterns of disordered eating distinguished by purging showed particular links to NSSI, which could have implications for screening and treatment. |
doi_str_mv | 10.1002/eat.23813 |
format | Article |
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Comorbidity of disordered eating (DE) behaviors and nonsuicidal self‐injury (NSSI) is linked to increased functional impairment. The present study identified subtypes of DE and NSSI comorbidity in a non‐Western, low‐ and middle‐income country where there has been particularly little research in this area.
Method
Latent profile analyses (LPA) were conducted to identify patterns of subgroup comorbidity in self‐reported DE behaviors and NSSI behaviors, in a sample of Vietnamese high‐school students (N = 1451, 51% female). Parallel‐process LPA was used to predict NSSI subgroup membership from DE subgroup membership.
Results
A seven‐class LPA model was identified for DE: (1) Low frequencies of all DE behaviors; (2) Frequent levels of all DE behaviors; (3) Frequent fasting and purging behaviors; (4) Frequent binge eating only; (5) Moderate binge eating; (6) Moderate fasting and purging behaviors; (7) Exercise and fasting. A two‐class (high versus low) model was identified for NSSI. Odds of membership in the high‐NSSI class were significantly increased for all DE classes except the class characterized by moderate binge eating. Odds of belonging to the high‐NSSI class were highest for those in DE classes involving purging behaviors. Males predominated in classes characterized by high behavior dysregulation.
Discussion
DE and NSSI represent important clinical concerns among Vietnamese youth in urban contexts, and males may show particular vulnerability for certain risk behaviors. The association of classes of DE behaviors to NSSI was particularly strong for classes that involved purging, highlighting the importance of this specific behavior for understanding comorbidity of DE and NSSI.
Public Significance
Disordered eating and nonsuicidal self‐injury (NSSI; hurting oneself without intending to die) commonly co‐occur. There has been less research on disordered eating and NSSI among individuals from non‐Western or low/middle‐income countries. We examined patterns of these behaviors in a school‐based sample of Vietnamese adolescents. We found that patterns of disordered eating distinguished by purging showed particular links to NSSI, which could have implications for screening and treatment.</description><identifier>ISSN: 0276-3478</identifier><identifier>EISSN: 1098-108X</identifier><identifier>DOI: 10.1002/eat.23813</identifier><identifier>PMID: 36165444</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley & Sons, Inc</publisher><subject>Adolescent ; adolescent behavior ; adolescents ; Binge eating ; Comorbidity ; Eating behavior ; Eating disorders ; Fasting ; Feeding and Eating Disorders - epidemiology ; Female ; global mental health ; Humans ; Latent class analysis ; Male ; nonsuicidal self‐injury ; Self destructive behavior ; Self-Injurious Behavior - epidemiology ; self‐injurious behavior ; Southeast Asian People ; Teenagers</subject><ispartof>The International journal of eating disorders, 2022-12, Vol.55 (12), p.1721-1732</ispartof><rights>2022 Wiley Periodicals LLC. This article has been contributed to by U.S. Government employees and their work is in the public domain in the USA.</rights><rights>2022 Wiley Periodicals LLC.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3533-de4dbdf82c34b2e29acb80a446340d8024b51fac3a35e2acdbe5c31a2f4b25263</citedby><cites>FETCH-LOGICAL-c3533-de4dbdf82c34b2e29acb80a446340d8024b51fac3a35e2acdbe5c31a2f4b25263</cites><orcidid>0000-0002-3083-4669 ; 0000-0001-6927-5297</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Feat.23813$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Feat.23813$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27923,27924,45573,45574</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36165444$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zelkowitz, Rachel L.</creatorcontrib><creatorcontrib>Cole, David A.</creatorcontrib><creatorcontrib>Sterba, Sonya K.</creatorcontrib><creatorcontrib>Liu, Qimin</creatorcontrib><creatorcontrib>Lau, Anna S.</creatorcontrib><creatorcontrib>Trung, Lam T.</creatorcontrib><creatorcontrib>Weiss, Bahr</creatorcontrib><title>Latent profile analyses of disordered eating behaviors and nonsuicidal self‐injury among Vietnamese adolescents</title><title>The International journal of eating disorders</title><addtitle>Int J Eat Disord</addtitle><description>Objective
Comorbidity of disordered eating (DE) behaviors and nonsuicidal self‐injury (NSSI) is linked to increased functional impairment. The present study identified subtypes of DE and NSSI comorbidity in a non‐Western, low‐ and middle‐income country where there has been particularly little research in this area.
Method
Latent profile analyses (LPA) were conducted to identify patterns of subgroup comorbidity in self‐reported DE behaviors and NSSI behaviors, in a sample of Vietnamese high‐school students (N = 1451, 51% female). Parallel‐process LPA was used to predict NSSI subgroup membership from DE subgroup membership.
Results
A seven‐class LPA model was identified for DE: (1) Low frequencies of all DE behaviors; (2) Frequent levels of all DE behaviors; (3) Frequent fasting and purging behaviors; (4) Frequent binge eating only; (5) Moderate binge eating; (6) Moderate fasting and purging behaviors; (7) Exercise and fasting. A two‐class (high versus low) model was identified for NSSI. Odds of membership in the high‐NSSI class were significantly increased for all DE classes except the class characterized by moderate binge eating. Odds of belonging to the high‐NSSI class were highest for those in DE classes involving purging behaviors. Males predominated in classes characterized by high behavior dysregulation.
Discussion
DE and NSSI represent important clinical concerns among Vietnamese youth in urban contexts, and males may show particular vulnerability for certain risk behaviors. The association of classes of DE behaviors to NSSI was particularly strong for classes that involved purging, highlighting the importance of this specific behavior for understanding comorbidity of DE and NSSI.
Public Significance
Disordered eating and nonsuicidal self‐injury (NSSI; hurting oneself without intending to die) commonly co‐occur. There has been less research on disordered eating and NSSI among individuals from non‐Western or low/middle‐income countries. We examined patterns of these behaviors in a school‐based sample of Vietnamese adolescents. We found that patterns of disordered eating distinguished by purging showed particular links to NSSI, which could have implications for screening and treatment.</description><subject>Adolescent</subject><subject>adolescent behavior</subject><subject>adolescents</subject><subject>Binge eating</subject><subject>Comorbidity</subject><subject>Eating behavior</subject><subject>Eating disorders</subject><subject>Fasting</subject><subject>Feeding and Eating Disorders - epidemiology</subject><subject>Female</subject><subject>global mental health</subject><subject>Humans</subject><subject>Latent class analysis</subject><subject>Male</subject><subject>nonsuicidal self‐injury</subject><subject>Self destructive behavior</subject><subject>Self-Injurious Behavior - epidemiology</subject><subject>self‐injurious behavior</subject><subject>Southeast Asian People</subject><subject>Teenagers</subject><issn>0276-3478</issn><issn>1098-108X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp10ctO3DAUBmCrAnWGy4IXqCyxKYsMviXxLBEaoNJIbACxi07sE-pREoOdUM2OR-gz9knwdIAFEitvPv3n-D-EHHE244yJU4RhJqTm8huZcjbXGWf6fodMmSiLTKpST8hejCvGWCFZ_p1MZMGLXCk1JU9LGLAf6GPwjWuRQg_tOmKkvqHWRR8sBrQ0TXD9A63xNzw7H2Jylva-j6MzzkJLI7bNv5e_rl-NYU2h80nfORx66DCmWOtbjCZNigdkt4E24uHbu09uLxY351fZ8vry1_nZMjMylzKzqGxtGy2MVLVAMQdTawZKFVIxq5lQdc4bMBJkjgKMrTE3koNoEs9FIffJz21u-trTiHGoOpc2aFvo0Y-xEiXXhZJzoRM9_kRXfgypiY1S5bxMVCZ1slUm-BgDNtVjcB2EdcVZtblDlVqq_t8h2R9viWPdof2Q78UncLoFf1Lr66-TqsXZzTbyFZPplL8</recordid><startdate>202212</startdate><enddate>202212</enddate><creator>Zelkowitz, Rachel L.</creator><creator>Cole, David A.</creator><creator>Sterba, Sonya K.</creator><creator>Liu, Qimin</creator><creator>Lau, Anna S.</creator><creator>Trung, Lam T.</creator><creator>Weiss, Bahr</creator><general>John Wiley & Sons, Inc</general><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TS</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-3083-4669</orcidid><orcidid>https://orcid.org/0000-0001-6927-5297</orcidid></search><sort><creationdate>202212</creationdate><title>Latent profile analyses of disordered eating behaviors and nonsuicidal self‐injury among Vietnamese adolescents</title><author>Zelkowitz, Rachel L. ; Cole, David A. ; Sterba, Sonya K. ; Liu, Qimin ; Lau, Anna S. ; Trung, Lam T. ; Weiss, Bahr</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3533-de4dbdf82c34b2e29acb80a446340d8024b51fac3a35e2acdbe5c31a2f4b25263</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adolescent</topic><topic>adolescent behavior</topic><topic>adolescents</topic><topic>Binge eating</topic><topic>Comorbidity</topic><topic>Eating behavior</topic><topic>Eating disorders</topic><topic>Fasting</topic><topic>Feeding and Eating Disorders - epidemiology</topic><topic>Female</topic><topic>global mental health</topic><topic>Humans</topic><topic>Latent class analysis</topic><topic>Male</topic><topic>nonsuicidal self‐injury</topic><topic>Self destructive behavior</topic><topic>Self-Injurious Behavior - epidemiology</topic><topic>self‐injurious behavior</topic><topic>Southeast Asian People</topic><topic>Teenagers</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zelkowitz, Rachel L.</creatorcontrib><creatorcontrib>Cole, David A.</creatorcontrib><creatorcontrib>Sterba, Sonya K.</creatorcontrib><creatorcontrib>Liu, Qimin</creatorcontrib><creatorcontrib>Lau, Anna S.</creatorcontrib><creatorcontrib>Trung, Lam T.</creatorcontrib><creatorcontrib>Weiss, Bahr</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Physical Education Index</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>The International journal of eating disorders</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zelkowitz, Rachel L.</au><au>Cole, David A.</au><au>Sterba, Sonya K.</au><au>Liu, Qimin</au><au>Lau, Anna S.</au><au>Trung, Lam T.</au><au>Weiss, Bahr</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Latent profile analyses of disordered eating behaviors and nonsuicidal self‐injury among Vietnamese adolescents</atitle><jtitle>The International journal of eating disorders</jtitle><addtitle>Int J Eat Disord</addtitle><date>2022-12</date><risdate>2022</risdate><volume>55</volume><issue>12</issue><spage>1721</spage><epage>1732</epage><pages>1721-1732</pages><issn>0276-3478</issn><eissn>1098-108X</eissn><abstract>Objective
Comorbidity of disordered eating (DE) behaviors and nonsuicidal self‐injury (NSSI) is linked to increased functional impairment. The present study identified subtypes of DE and NSSI comorbidity in a non‐Western, low‐ and middle‐income country where there has been particularly little research in this area.
Method
Latent profile analyses (LPA) were conducted to identify patterns of subgroup comorbidity in self‐reported DE behaviors and NSSI behaviors, in a sample of Vietnamese high‐school students (N = 1451, 51% female). Parallel‐process LPA was used to predict NSSI subgroup membership from DE subgroup membership.
Results
A seven‐class LPA model was identified for DE: (1) Low frequencies of all DE behaviors; (2) Frequent levels of all DE behaviors; (3) Frequent fasting and purging behaviors; (4) Frequent binge eating only; (5) Moderate binge eating; (6) Moderate fasting and purging behaviors; (7) Exercise and fasting. A two‐class (high versus low) model was identified for NSSI. Odds of membership in the high‐NSSI class were significantly increased for all DE classes except the class characterized by moderate binge eating. Odds of belonging to the high‐NSSI class were highest for those in DE classes involving purging behaviors. Males predominated in classes characterized by high behavior dysregulation.
Discussion
DE and NSSI represent important clinical concerns among Vietnamese youth in urban contexts, and males may show particular vulnerability for certain risk behaviors. The association of classes of DE behaviors to NSSI was particularly strong for classes that involved purging, highlighting the importance of this specific behavior for understanding comorbidity of DE and NSSI.
Public Significance
Disordered eating and nonsuicidal self‐injury (NSSI; hurting oneself without intending to die) commonly co‐occur. There has been less research on disordered eating and NSSI among individuals from non‐Western or low/middle‐income countries. We examined patterns of these behaviors in a school‐based sample of Vietnamese adolescents. We found that patterns of disordered eating distinguished by purging showed particular links to NSSI, which could have implications for screening and treatment.</abstract><cop>Hoboken, USA</cop><pub>John Wiley & Sons, Inc</pub><pmid>36165444</pmid><doi>10.1002/eat.23813</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-3083-4669</orcidid><orcidid>https://orcid.org/0000-0001-6927-5297</orcidid></addata></record> |
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subjects | Adolescent adolescent behavior adolescents Binge eating Comorbidity Eating behavior Eating disorders Fasting Feeding and Eating Disorders - epidemiology Female global mental health Humans Latent class analysis Male nonsuicidal self‐injury Self destructive behavior Self-Injurious Behavior - epidemiology self‐injurious behavior Southeast Asian People Teenagers |
title | Latent profile analyses of disordered eating behaviors and nonsuicidal self‐injury among Vietnamese adolescents |
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