Do Baseline Resilience Profiles Moderate the Effects of a Resilience-Enhancing Intervention for Adolescents With Type I Diabetes?

Objective: Resilience processes include modifiable individual and family-based skills and behaviors and are associated with better health and emotional outcomes for youth with Type I diabetes (T1D). There is likely heterogeneity among adolescents with T1D based on differing profiles of resilience pr...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Health psychology 2021-05, Vol.40 (5), p.337-346
Hauptverfasser: Shapiro, Jenna B., Bryant, Fred B., Holmbeck, Grayson N., Hood, Korey K., Weissberg-Benchell, Jill
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 346
container_issue 5
container_start_page 337
container_title Health psychology
container_volume 40
creator Shapiro, Jenna B.
Bryant, Fred B.
Holmbeck, Grayson N.
Hood, Korey K.
Weissberg-Benchell, Jill
description Objective: Resilience processes include modifiable individual and family-based skills and behaviors and are associated with better health and emotional outcomes for youth with Type I diabetes (T1D). There is likely heterogeneity among adolescents with T1D based on differing profiles of resilience processes. At-risk adolescents with lower levels of modifiable skills and assets may benefit more from psychosocial skill-building interventions, compared to adolescents who already have strong resilience processes. This article identified whether there are subgroups of adolescents with T1D based on resilience process profiles and assessed differences in glycemic control, diabetes management behaviors, and distress at baseline. It also evaluated subgroups as moderators of the efficacy of a psychosocial skill-building program. Method: Two hundred sixty-four adolescents with T1D (14 to 18 years) were randomly assigned to a resilience-promoting program (N = 133) or diabetes education control (N = 131). Data were collected at seven time points over 3 years and analyzed with latent profile analysis and latent growth curve modeling. Results: There were two subgroups with high- versus low-resilience processes. The low-resilience subgroup exhibited more distress, higher HbA1c, less glucose monitoring, and fewer diabetes management behaviors at baseline. Differences persisted over 3 years. Subgroup membership did not moderate the efficacy of a resilience-promoting program compared to control. The resilience program resulted in lower distress regardless of subgroup. Conclusions: There is heterogeneity in resilience process profiles, which are associated with clinically meaningful differences in distress, diabetes management, and glycemic control. Findings can be used to identify at-risk teenagers and inform a targeted approach to care.
doi_str_mv 10.1037/hea0001076
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2544168451</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2544168451</sourcerecordid><originalsourceid>FETCH-LOGICAL-a3306-43af7a7752c195a2bf11571f1f522384ea993df59060c3f6fd1fe0941346a87e3</originalsourceid><addsrcrecordid>eNqF0U9rFDEYBvAgil2rFz-ABLyIMppM_s2cpLZbu1BRpOIxZDNv3JTZZEwywh795ma7VYsXT4E3Px5e3gehp5S8poSpNxswhBBKlLyHFrRnpFEdJffRgrSqayRl7Ag9yvm6orYX4iE6YpyK-qcW6OdZxO9MhtEHwJ8h-9FDsIA_pej8CBl_iAMkUwCXDeClc2BLxtFhc0c3y7AxwfrwDa9CgfQDQvExYBcTPhlijbF1kvFXXzb4ajcBXuEzb9ZQIL99jB44M2Z4cvseoy_ny6vTi-by4_vV6cllYxgjsuHMOGWUEq2lvTDt2lEqFHXUibZlHQfT92xwoieSWOakG6gD0nPKuDSdAnaMXhxypxS_z5CL3vq61ziaAHHOuhWcU9lxQSt9_g-9jnMKdbsb1cq-6_h_FBNESsGqenlQNsWcEzg9Jb81aacp0fv69N_6Kn52GzmvtzD8ob_7quDVAZjJ6CnvrEnF2_2B55TqjfdhmhMtNGOK_QI9D6LG</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2543506653</pqid></control><display><type>article</type><title>Do Baseline Resilience Profiles Moderate the Effects of a Resilience-Enhancing Intervention for Adolescents With Type I Diabetes?</title><source>MEDLINE</source><source>EBSCOhost APA PsycARTICLES</source><source>Applied Social Sciences Index &amp; Abstracts (ASSIA)</source><creator>Shapiro, Jenna B. ; Bryant, Fred B. ; Holmbeck, Grayson N. ; Hood, Korey K. ; Weissberg-Benchell, Jill</creator><contributor>Freedland, Kenneth E</contributor><creatorcontrib>Shapiro, Jenna B. ; Bryant, Fred B. ; Holmbeck, Grayson N. ; Hood, Korey K. ; Weissberg-Benchell, Jill ; Freedland, Kenneth E</creatorcontrib><description>Objective: Resilience processes include modifiable individual and family-based skills and behaviors and are associated with better health and emotional outcomes for youth with Type I diabetes (T1D). There is likely heterogeneity among adolescents with T1D based on differing profiles of resilience processes. At-risk adolescents with lower levels of modifiable skills and assets may benefit more from psychosocial skill-building interventions, compared to adolescents who already have strong resilience processes. This article identified whether there are subgroups of adolescents with T1D based on resilience process profiles and assessed differences in glycemic control, diabetes management behaviors, and distress at baseline. It also evaluated subgroups as moderators of the efficacy of a psychosocial skill-building program. Method: Two hundred sixty-four adolescents with T1D (14 to 18 years) were randomly assigned to a resilience-promoting program (N = 133) or diabetes education control (N = 131). Data were collected at seven time points over 3 years and analyzed with latent profile analysis and latent growth curve modeling. Results: There were two subgroups with high- versus low-resilience processes. The low-resilience subgroup exhibited more distress, higher HbA1c, less glucose monitoring, and fewer diabetes management behaviors at baseline. Differences persisted over 3 years. Subgroup membership did not moderate the efficacy of a resilience-promoting program compared to control. The resilience program resulted in lower distress regardless of subgroup. Conclusions: There is heterogeneity in resilience process profiles, which are associated with clinically meaningful differences in distress, diabetes management, and glycemic control. Findings can be used to identify at-risk teenagers and inform a targeted approach to care.</description><identifier>ISSN: 0278-6133</identifier><identifier>EISSN: 1930-7810</identifier><identifier>DOI: 10.1037/hea0001076</identifier><identifier>PMID: 34152787</identifier><language>eng</language><publisher>United States: American Psychological Association</publisher><subject>Adolescent ; Adolescent Characteristics ; Adolescents ; At risk populations ; Behavior ; Clinical outcomes ; Diabetes ; Diabetes Mellitus, Type 1 - psychology ; Disease Management ; Efficacy ; Families &amp; family life ; Female ; Glucose ; Glycemic control ; Health Promotion - methods ; Health status ; Human ; Humans ; Intervention ; Latent growth curve models ; Latent Profile Analysis ; Male ; Moderators ; Program Evaluation ; Psychological distress ; Psychosocial factors ; Psychosocial intervention ; Resilience ; Resilience, Psychological ; Skills ; Teenagers ; Type 1 Diabetes</subject><ispartof>Health psychology, 2021-05, Vol.40 (5), p.337-346</ispartof><rights>2021 American Psychological Association</rights><rights>2021, American Psychological Association</rights><rights>Copyright American Psychological Association May 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a3306-43af7a7752c195a2bf11571f1f522384ea993df59060c3f6fd1fe0941346a87e3</citedby><orcidid>0000-0003-2369-540X ; 0000-0002-9751-6542 ; 0000-0002-2216-1927 ; 0000-0002-4396-6337 ; 0000-0001-5730-7749</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924,30998</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34152787$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Freedland, Kenneth E</contributor><creatorcontrib>Shapiro, Jenna B.</creatorcontrib><creatorcontrib>Bryant, Fred B.</creatorcontrib><creatorcontrib>Holmbeck, Grayson N.</creatorcontrib><creatorcontrib>Hood, Korey K.</creatorcontrib><creatorcontrib>Weissberg-Benchell, Jill</creatorcontrib><title>Do Baseline Resilience Profiles Moderate the Effects of a Resilience-Enhancing Intervention for Adolescents With Type I Diabetes?</title><title>Health psychology</title><addtitle>Health Psychol</addtitle><description>Objective: Resilience processes include modifiable individual and family-based skills and behaviors and are associated with better health and emotional outcomes for youth with Type I diabetes (T1D). There is likely heterogeneity among adolescents with T1D based on differing profiles of resilience processes. At-risk adolescents with lower levels of modifiable skills and assets may benefit more from psychosocial skill-building interventions, compared to adolescents who already have strong resilience processes. This article identified whether there are subgroups of adolescents with T1D based on resilience process profiles and assessed differences in glycemic control, diabetes management behaviors, and distress at baseline. It also evaluated subgroups as moderators of the efficacy of a psychosocial skill-building program. Method: Two hundred sixty-four adolescents with T1D (14 to 18 years) were randomly assigned to a resilience-promoting program (N = 133) or diabetes education control (N = 131). Data were collected at seven time points over 3 years and analyzed with latent profile analysis and latent growth curve modeling. Results: There were two subgroups with high- versus low-resilience processes. The low-resilience subgroup exhibited more distress, higher HbA1c, less glucose monitoring, and fewer diabetes management behaviors at baseline. Differences persisted over 3 years. Subgroup membership did not moderate the efficacy of a resilience-promoting program compared to control. The resilience program resulted in lower distress regardless of subgroup. Conclusions: There is heterogeneity in resilience process profiles, which are associated with clinically meaningful differences in distress, diabetes management, and glycemic control. Findings can be used to identify at-risk teenagers and inform a targeted approach to care.</description><subject>Adolescent</subject><subject>Adolescent Characteristics</subject><subject>Adolescents</subject><subject>At risk populations</subject><subject>Behavior</subject><subject>Clinical outcomes</subject><subject>Diabetes</subject><subject>Diabetes Mellitus, Type 1 - psychology</subject><subject>Disease Management</subject><subject>Efficacy</subject><subject>Families &amp; family life</subject><subject>Female</subject><subject>Glucose</subject><subject>Glycemic control</subject><subject>Health Promotion - methods</subject><subject>Health status</subject><subject>Human</subject><subject>Humans</subject><subject>Intervention</subject><subject>Latent growth curve models</subject><subject>Latent Profile Analysis</subject><subject>Male</subject><subject>Moderators</subject><subject>Program Evaluation</subject><subject>Psychological distress</subject><subject>Psychosocial factors</subject><subject>Psychosocial intervention</subject><subject>Resilience</subject><subject>Resilience, Psychological</subject><subject>Skills</subject><subject>Teenagers</subject><subject>Type 1 Diabetes</subject><issn>0278-6133</issn><issn>1930-7810</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNqF0U9rFDEYBvAgil2rFz-ABLyIMppM_s2cpLZbu1BRpOIxZDNv3JTZZEwywh795ma7VYsXT4E3Px5e3gehp5S8poSpNxswhBBKlLyHFrRnpFEdJffRgrSqayRl7Ag9yvm6orYX4iE6YpyK-qcW6OdZxO9MhtEHwJ8h-9FDsIA_pej8CBl_iAMkUwCXDeClc2BLxtFhc0c3y7AxwfrwDa9CgfQDQvExYBcTPhlijbF1kvFXXzb4ajcBXuEzb9ZQIL99jB44M2Z4cvseoy_ny6vTi-by4_vV6cllYxgjsuHMOGWUEq2lvTDt2lEqFHXUibZlHQfT92xwoieSWOakG6gD0nPKuDSdAnaMXhxypxS_z5CL3vq61ziaAHHOuhWcU9lxQSt9_g-9jnMKdbsb1cq-6_h_FBNESsGqenlQNsWcEzg9Jb81aacp0fv69N_6Kn52GzmvtzD8ob_7quDVAZjJ6CnvrEnF2_2B55TqjfdhmhMtNGOK_QI9D6LG</recordid><startdate>202105</startdate><enddate>202105</enddate><creator>Shapiro, Jenna B.</creator><creator>Bryant, Fred B.</creator><creator>Holmbeck, Grayson N.</creator><creator>Hood, Korey K.</creator><creator>Weissberg-Benchell, Jill</creator><general>American Psychological Association</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>7RZ</scope><scope>PSYQQ</scope><scope>7QJ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2369-540X</orcidid><orcidid>https://orcid.org/0000-0002-9751-6542</orcidid><orcidid>https://orcid.org/0000-0002-2216-1927</orcidid><orcidid>https://orcid.org/0000-0002-4396-6337</orcidid><orcidid>https://orcid.org/0000-0001-5730-7749</orcidid></search><sort><creationdate>202105</creationdate><title>Do Baseline Resilience Profiles Moderate the Effects of a Resilience-Enhancing Intervention for Adolescents With Type I Diabetes?</title><author>Shapiro, Jenna B. ; Bryant, Fred B. ; Holmbeck, Grayson N. ; Hood, Korey K. ; Weissberg-Benchell, Jill</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a3306-43af7a7752c195a2bf11571f1f522384ea993df59060c3f6fd1fe0941346a87e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adolescent</topic><topic>Adolescent Characteristics</topic><topic>Adolescents</topic><topic>At risk populations</topic><topic>Behavior</topic><topic>Clinical outcomes</topic><topic>Diabetes</topic><topic>Diabetes Mellitus, Type 1 - psychology</topic><topic>Disease Management</topic><topic>Efficacy</topic><topic>Families &amp; family life</topic><topic>Female</topic><topic>Glucose</topic><topic>Glycemic control</topic><topic>Health Promotion - methods</topic><topic>Health status</topic><topic>Human</topic><topic>Humans</topic><topic>Intervention</topic><topic>Latent growth curve models</topic><topic>Latent Profile Analysis</topic><topic>Male</topic><topic>Moderators</topic><topic>Program Evaluation</topic><topic>Psychological distress</topic><topic>Psychosocial factors</topic><topic>Psychosocial intervention</topic><topic>Resilience</topic><topic>Resilience, Psychological</topic><topic>Skills</topic><topic>Teenagers</topic><topic>Type 1 Diabetes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shapiro, Jenna B.</creatorcontrib><creatorcontrib>Bryant, Fred B.</creatorcontrib><creatorcontrib>Holmbeck, Grayson N.</creatorcontrib><creatorcontrib>Hood, Korey K.</creatorcontrib><creatorcontrib>Weissberg-Benchell, Jill</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>APA PsycArticles®</collection><collection>ProQuest One Psychology</collection><collection>Applied Social Sciences Index &amp; Abstracts (ASSIA)</collection><collection>MEDLINE - Academic</collection><jtitle>Health psychology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shapiro, Jenna B.</au><au>Bryant, Fred B.</au><au>Holmbeck, Grayson N.</au><au>Hood, Korey K.</au><au>Weissberg-Benchell, Jill</au><au>Freedland, Kenneth E</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Do Baseline Resilience Profiles Moderate the Effects of a Resilience-Enhancing Intervention for Adolescents With Type I Diabetes?</atitle><jtitle>Health psychology</jtitle><addtitle>Health Psychol</addtitle><date>2021-05</date><risdate>2021</risdate><volume>40</volume><issue>5</issue><spage>337</spage><epage>346</epage><pages>337-346</pages><issn>0278-6133</issn><eissn>1930-7810</eissn><abstract>Objective: Resilience processes include modifiable individual and family-based skills and behaviors and are associated with better health and emotional outcomes for youth with Type I diabetes (T1D). There is likely heterogeneity among adolescents with T1D based on differing profiles of resilience processes. At-risk adolescents with lower levels of modifiable skills and assets may benefit more from psychosocial skill-building interventions, compared to adolescents who already have strong resilience processes. This article identified whether there are subgroups of adolescents with T1D based on resilience process profiles and assessed differences in glycemic control, diabetes management behaviors, and distress at baseline. It also evaluated subgroups as moderators of the efficacy of a psychosocial skill-building program. Method: Two hundred sixty-four adolescents with T1D (14 to 18 years) were randomly assigned to a resilience-promoting program (N = 133) or diabetes education control (N = 131). Data were collected at seven time points over 3 years and analyzed with latent profile analysis and latent growth curve modeling. Results: There were two subgroups with high- versus low-resilience processes. The low-resilience subgroup exhibited more distress, higher HbA1c, less glucose monitoring, and fewer diabetes management behaviors at baseline. Differences persisted over 3 years. Subgroup membership did not moderate the efficacy of a resilience-promoting program compared to control. The resilience program resulted in lower distress regardless of subgroup. Conclusions: There is heterogeneity in resilience process profiles, which are associated with clinically meaningful differences in distress, diabetes management, and glycemic control. Findings can be used to identify at-risk teenagers and inform a targeted approach to care.</abstract><cop>United States</cop><pub>American Psychological Association</pub><pmid>34152787</pmid><doi>10.1037/hea0001076</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-2369-540X</orcidid><orcidid>https://orcid.org/0000-0002-9751-6542</orcidid><orcidid>https://orcid.org/0000-0002-2216-1927</orcidid><orcidid>https://orcid.org/0000-0002-4396-6337</orcidid><orcidid>https://orcid.org/0000-0001-5730-7749</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0278-6133
ispartof Health psychology, 2021-05, Vol.40 (5), p.337-346
issn 0278-6133
1930-7810
language eng
recordid cdi_proquest_miscellaneous_2544168451
source MEDLINE; EBSCOhost APA PsycARTICLES; Applied Social Sciences Index & Abstracts (ASSIA)
subjects Adolescent
Adolescent Characteristics
Adolescents
At risk populations
Behavior
Clinical outcomes
Diabetes
Diabetes Mellitus, Type 1 - psychology
Disease Management
Efficacy
Families & family life
Female
Glucose
Glycemic control
Health Promotion - methods
Health status
Human
Humans
Intervention
Latent growth curve models
Latent Profile Analysis
Male
Moderators
Program Evaluation
Psychological distress
Psychosocial factors
Psychosocial intervention
Resilience
Resilience, Psychological
Skills
Teenagers
Type 1 Diabetes
title Do Baseline Resilience Profiles Moderate the Effects of a Resilience-Enhancing Intervention for Adolescents With Type I Diabetes?
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-11T07%3A24%3A57IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Do%20Baseline%20Resilience%20Profiles%20Moderate%20the%20Effects%20of%20a%20Resilience-Enhancing%20Intervention%20for%20Adolescents%20With%20Type%20I%20Diabetes?&rft.jtitle=Health%20psychology&rft.au=Shapiro,%20Jenna%20B.&rft.date=2021-05&rft.volume=40&rft.issue=5&rft.spage=337&rft.epage=346&rft.pages=337-346&rft.issn=0278-6133&rft.eissn=1930-7810&rft_id=info:doi/10.1037/hea0001076&rft_dat=%3Cproquest_cross%3E2544168451%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2543506653&rft_id=info:pmid/34152787&rfr_iscdi=true