Loading…
Respondent characteristics associated with adherence in a general population ecological momentary assessment study
Objectives Ecological momentary assessment (EMA) has seen an explosion in popularity in recent years; however, an improved understanding of how to minimise (selective) non‐adherence is needed. Methods We examined a range of respondent characteristics predictors of adherence (defined as the number of...
Saved in:
| Published in: | International journal of methods in psychiatric research 2023-12, Vol.32 (4), p.e1972-n/a |
|---|---|
| Main Authors: | , , , , , , |
| Format: | Article |
| Language: | English |
| Subjects: | |
| Citations: | Items that this one cites Items that cite this one |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| cited_by | cdi_FETCH-LOGICAL-c4492-4fe9694cbf8b275f3427c6896cf65352c554a7a7cf2bc293f21d3575b4fb8cb33 |
|---|---|
| cites | cdi_FETCH-LOGICAL-c4492-4fe9694cbf8b275f3427c6896cf65352c554a7a7cf2bc293f21d3575b4fb8cb33 |
| container_end_page | n/a |
| container_issue | 4 |
| container_start_page | e1972 |
| container_title | International journal of methods in psychiatric research |
| container_volume | 32 |
| creator | Murray, Aja Yang, Yi Zhu, Xinxin Speyer, Lydia Brown, Ruth Eisner, Manuel Ribeaud, Denis |
| description | Objectives
Ecological momentary assessment (EMA) has seen an explosion in popularity in recent years; however, an improved understanding of how to minimise (selective) non‐adherence is needed.
Methods
We examined a range of respondent characteristics predictors of adherence (defined as the number of EMA surveys completed) in the D2M EMA study. Participants were a sample of n = 255 individuals drawn from the longitudinal z‐proso cohort who completed up to 4 EMA surveys per day for a period of 2 weeks.
Results
In unadjusted analyses, lower moral shame, lower self‐control, lower levels of self‐injury, and higher levels of aggression, tobacco use, psychopathy, and delinquency were associated with lower adherence. In fully adjusted analyses with predictors selected using lasso, only alcohol use was related to adherence: beer and alcopops to higher adherence and spirits to lower adherence.
Conclusions
These findings provide potential insights into some of the psychological mechanisms that may underlie adherence in EMA. They also point to respondent characteristics for which additional or tailored efforts may be needed to promote adherence. |
| doi_str_mv | 10.1002/mpr.1972 |
| format | article |
| fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_862e78f5a023437aa490c6c7cf9a2825</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_862e78f5a023437aa490c6c7cf9a2825</doaj_id><sourcerecordid>2813889102</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4492-4fe9694cbf8b275f3427c6896cf65352c554a7a7cf2bc293f21d3575b4fb8cb33</originalsourceid><addsrcrecordid>eNp1kV1rFDEUhoMotl0Ff4EEvPFmaj4nyaUUtYWKUvQ6ZDInu1lmJmMyQ9l_b7ZbKwhe5eTwnIdzeBF6Q8klJYR9GOd8SY1iz9A5lVI1pJXqea2JMI02nJ6hi1L2hFDNWPsSnXFFtaCUnaN8B2VOUw_Tgv3OZecXyLEs0RfsSkk-ugV6fB-XHXb9DjJMHnCcsMNbmCC7Ac9pXge3xDRh8GlI2-hrd0xjdbp8OGqglOMPl2XtD6_Qi-CGAq8f3w36-fnTj6vr5vbbl5urj7eNF8KwRgQwrRG-C7pjSgYumPKtNq0PreSSeSmFU075wDrPDA-M9lwq2YnQad9xvkE3J2-f3N7OOY51G5tctA-NlLfW5XroAFa3DJQO0hHGBVfOCUN866vbOKaZrK73J9ec068VymLHWDwMg5sgrcUyTbnWhtb5DXr3D7pPa57qpZUymmktJf0r9DmVkiE8LUiJPWZqa6b2mGlF3z4K126E_gn8E2IFmhNwHwc4_Fdkv36_exD-BmIyq-M</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2898288551</pqid></control><display><type>article</type><title>Respondent characteristics associated with adherence in a general population ecological momentary assessment study</title><source>Wiley-Blackwell Open Access Collection</source><source>Open Access: PubMed Central</source><source>Publicly Available Content Database</source><creator>Murray, Aja ; Yang, Yi ; Zhu, Xinxin ; Speyer, Lydia ; Brown, Ruth ; Eisner, Manuel ; Ribeaud, Denis</creator><creatorcontrib>Murray, Aja ; Yang, Yi ; Zhu, Xinxin ; Speyer, Lydia ; Brown, Ruth ; Eisner, Manuel ; Ribeaud, Denis</creatorcontrib><description>Objectives
Ecological momentary assessment (EMA) has seen an explosion in popularity in recent years; however, an improved understanding of how to minimise (selective) non‐adherence is needed.
Methods
We examined a range of respondent characteristics predictors of adherence (defined as the number of EMA surveys completed) in the D2M EMA study. Participants were a sample of n = 255 individuals drawn from the longitudinal z‐proso cohort who completed up to 4 EMA surveys per day for a period of 2 weeks.
Results
In unadjusted analyses, lower moral shame, lower self‐control, lower levels of self‐injury, and higher levels of aggression, tobacco use, psychopathy, and delinquency were associated with lower adherence. In fully adjusted analyses with predictors selected using lasso, only alcohol use was related to adherence: beer and alcopops to higher adherence and spirits to lower adherence.
Conclusions
These findings provide potential insights into some of the psychological mechanisms that may underlie adherence in EMA. They also point to respondent characteristics for which additional or tailored efforts may be needed to promote adherence.</description><identifier>ISSN: 1049-8931</identifier><identifier>EISSN: 1557-0657</identifier><identifier>DOI: 10.1002/mpr.1972</identifier><identifier>PMID: 37184112</identifier><language>eng</language><publisher>United States: John Wiley & Sons, Inc</publisher><subject>adherence ; Alcohol Drinking ; Antisocial personality disorder ; Attention deficit hyperactivity disorder ; Beer ; Bias ; Data collection ; Design ; Drug use ; Ecological Momentary Assessment ; experience sampling ; Humans ; Longitudinal studies ; Medical research ; Mental disorders ; Mental health ; missingness ; non‐response ; Participation ; Population studies ; Psychiatric research ; Research Design ; Self-Injurious Behavior ; Smartphones ; Social behavior ; Sociodemographics ; Surveys ; Surveys and Questionnaires ; Young adults</subject><ispartof>International journal of methods in psychiatric research, 2023-12, Vol.32 (4), p.e1972-n/a</ispartof><rights>2023 The Authors. International Journal of Methods in Psychiatric Research published by John Wiley & Sons Ltd.</rights><rights>2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4492-4fe9694cbf8b275f3427c6896cf65352c554a7a7cf2bc293f21d3575b4fb8cb33</citedby><cites>FETCH-LOGICAL-c4492-4fe9694cbf8b275f3427c6896cf65352c554a7a7cf2bc293f21d3575b4fb8cb33</cites><orcidid>0000-0002-3238-5748 ; 0000-0002-9068-3188</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2898288551/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2898288551?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,11541,25731,27901,27902,36989,36990,44566,46027,46451,74869</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37184112$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Murray, Aja</creatorcontrib><creatorcontrib>Yang, Yi</creatorcontrib><creatorcontrib>Zhu, Xinxin</creatorcontrib><creatorcontrib>Speyer, Lydia</creatorcontrib><creatorcontrib>Brown, Ruth</creatorcontrib><creatorcontrib>Eisner, Manuel</creatorcontrib><creatorcontrib>Ribeaud, Denis</creatorcontrib><title>Respondent characteristics associated with adherence in a general population ecological momentary assessment study</title><title>International journal of methods in psychiatric research</title><addtitle>Int J Methods Psychiatr Res</addtitle><description>Objectives
Ecological momentary assessment (EMA) has seen an explosion in popularity in recent years; however, an improved understanding of how to minimise (selective) non‐adherence is needed.
Methods
We examined a range of respondent characteristics predictors of adherence (defined as the number of EMA surveys completed) in the D2M EMA study. Participants were a sample of n = 255 individuals drawn from the longitudinal z‐proso cohort who completed up to 4 EMA surveys per day for a period of 2 weeks.
Results
In unadjusted analyses, lower moral shame, lower self‐control, lower levels of self‐injury, and higher levels of aggression, tobacco use, psychopathy, and delinquency were associated with lower adherence. In fully adjusted analyses with predictors selected using lasso, only alcohol use was related to adherence: beer and alcopops to higher adherence and spirits to lower adherence.
Conclusions
These findings provide potential insights into some of the psychological mechanisms that may underlie adherence in EMA. They also point to respondent characteristics for which additional or tailored efforts may be needed to promote adherence.</description><subject>adherence</subject><subject>Alcohol Drinking</subject><subject>Antisocial personality disorder</subject><subject>Attention deficit hyperactivity disorder</subject><subject>Beer</subject><subject>Bias</subject><subject>Data collection</subject><subject>Design</subject><subject>Drug use</subject><subject>Ecological Momentary Assessment</subject><subject>experience sampling</subject><subject>Humans</subject><subject>Longitudinal studies</subject><subject>Medical research</subject><subject>Mental disorders</subject><subject>Mental health</subject><subject>missingness</subject><subject>non‐response</subject><subject>Participation</subject><subject>Population studies</subject><subject>Psychiatric research</subject><subject>Research Design</subject><subject>Self-Injurious Behavior</subject><subject>Smartphones</subject><subject>Social behavior</subject><subject>Sociodemographics</subject><subject>Surveys</subject><subject>Surveys and Questionnaires</subject><subject>Young adults</subject><issn>1049-8931</issn><issn>1557-0657</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp1kV1rFDEUhoMotl0Ff4EEvPFmaj4nyaUUtYWKUvQ6ZDInu1lmJmMyQ9l_b7ZbKwhe5eTwnIdzeBF6Q8klJYR9GOd8SY1iz9A5lVI1pJXqea2JMI02nJ6hi1L2hFDNWPsSnXFFtaCUnaN8B2VOUw_Tgv3OZecXyLEs0RfsSkk-ugV6fB-XHXb9DjJMHnCcsMNbmCC7Ac9pXge3xDRh8GlI2-hrd0xjdbp8OGqglOMPl2XtD6_Qi-CGAq8f3w36-fnTj6vr5vbbl5urj7eNF8KwRgQwrRG-C7pjSgYumPKtNq0PreSSeSmFU075wDrPDA-M9lwq2YnQad9xvkE3J2-f3N7OOY51G5tctA-NlLfW5XroAFa3DJQO0hHGBVfOCUN866vbOKaZrK73J9ec068VymLHWDwMg5sgrcUyTbnWhtb5DXr3D7pPa57qpZUymmktJf0r9DmVkiE8LUiJPWZqa6b2mGlF3z4K126E_gn8E2IFmhNwHwc4_Fdkv36_exD-BmIyq-M</recordid><startdate>202312</startdate><enddate>202312</enddate><creator>Murray, Aja</creator><creator>Yang, Yi</creator><creator>Zhu, Xinxin</creator><creator>Speyer, Lydia</creator><creator>Brown, Ruth</creator><creator>Eisner, Manuel</creator><creator>Ribeaud, Denis</creator><general>John Wiley & Sons, Inc</general><general>Wiley</general><scope>24P</scope><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>3V.</scope><scope>7TK</scope><scope>7XB</scope><scope>88G</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>M2M</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-3238-5748</orcidid><orcidid>https://orcid.org/0000-0002-9068-3188</orcidid></search><sort><creationdate>202312</creationdate><title>Respondent characteristics associated with adherence in a general population ecological momentary assessment study</title><author>Murray, Aja ; Yang, Yi ; Zhu, Xinxin ; Speyer, Lydia ; Brown, Ruth ; Eisner, Manuel ; Ribeaud, Denis</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4492-4fe9694cbf8b275f3427c6896cf65352c554a7a7cf2bc293f21d3575b4fb8cb33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>adherence</topic><topic>Alcohol Drinking</topic><topic>Antisocial personality disorder</topic><topic>Attention deficit hyperactivity disorder</topic><topic>Beer</topic><topic>Bias</topic><topic>Data collection</topic><topic>Design</topic><topic>Drug use</topic><topic>Ecological Momentary Assessment</topic><topic>experience sampling</topic><topic>Humans</topic><topic>Longitudinal studies</topic><topic>Medical research</topic><topic>Mental disorders</topic><topic>Mental health</topic><topic>missingness</topic><topic>non‐response</topic><topic>Participation</topic><topic>Population studies</topic><topic>Psychiatric research</topic><topic>Research Design</topic><topic>Self-Injurious Behavior</topic><topic>Smartphones</topic><topic>Social behavior</topic><topic>Sociodemographics</topic><topic>Surveys</topic><topic>Surveys and Questionnaires</topic><topic>Young adults</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Murray, Aja</creatorcontrib><creatorcontrib>Yang, Yi</creatorcontrib><creatorcontrib>Zhu, Xinxin</creatorcontrib><creatorcontrib>Speyer, Lydia</creatorcontrib><creatorcontrib>Brown, Ruth</creatorcontrib><creatorcontrib>Eisner, Manuel</creatorcontrib><creatorcontrib>Ribeaud, Denis</creatorcontrib><collection>Wiley-Blackwell Open Access Collection</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Psychology Database (Alumni)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Psychology Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>Directory of Open Access Journals</collection><jtitle>International journal of methods in psychiatric research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Murray, Aja</au><au>Yang, Yi</au><au>Zhu, Xinxin</au><au>Speyer, Lydia</au><au>Brown, Ruth</au><au>Eisner, Manuel</au><au>Ribeaud, Denis</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Respondent characteristics associated with adherence in a general population ecological momentary assessment study</atitle><jtitle>International journal of methods in psychiatric research</jtitle><addtitle>Int J Methods Psychiatr Res</addtitle><date>2023-12</date><risdate>2023</risdate><volume>32</volume><issue>4</issue><spage>e1972</spage><epage>n/a</epage><pages>e1972-n/a</pages><issn>1049-8931</issn><eissn>1557-0657</eissn><abstract>Objectives
Ecological momentary assessment (EMA) has seen an explosion in popularity in recent years; however, an improved understanding of how to minimise (selective) non‐adherence is needed.
Methods
We examined a range of respondent characteristics predictors of adherence (defined as the number of EMA surveys completed) in the D2M EMA study. Participants were a sample of n = 255 individuals drawn from the longitudinal z‐proso cohort who completed up to 4 EMA surveys per day for a period of 2 weeks.
Results
In unadjusted analyses, lower moral shame, lower self‐control, lower levels of self‐injury, and higher levels of aggression, tobacco use, psychopathy, and delinquency were associated with lower adherence. In fully adjusted analyses with predictors selected using lasso, only alcohol use was related to adherence: beer and alcopops to higher adherence and spirits to lower adherence.
Conclusions
These findings provide potential insights into some of the psychological mechanisms that may underlie adherence in EMA. They also point to respondent characteristics for which additional or tailored efforts may be needed to promote adherence.</abstract><cop>United States</cop><pub>John Wiley & Sons, Inc</pub><pmid>37184112</pmid><doi>10.1002/mpr.1972</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-3238-5748</orcidid><orcidid>https://orcid.org/0000-0002-9068-3188</orcidid><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 1049-8931 |
| ispartof | International journal of methods in psychiatric research, 2023-12, Vol.32 (4), p.e1972-n/a |
| issn | 1049-8931 1557-0657 |
| language | eng |
| recordid | cdi_doaj_primary_oai_doaj_org_article_862e78f5a023437aa490c6c7cf9a2825 |
| source | Wiley-Blackwell Open Access Collection; Open Access: PubMed Central; Publicly Available Content Database |
| subjects | adherence Alcohol Drinking Antisocial personality disorder Attention deficit hyperactivity disorder Beer Bias Data collection Design Drug use Ecological Momentary Assessment experience sampling Humans Longitudinal studies Medical research Mental disorders Mental health missingness non‐response Participation Population studies Psychiatric research Research Design Self-Injurious Behavior Smartphones Social behavior Sociodemographics Surveys Surveys and Questionnaires Young adults |
| title | Respondent characteristics associated with adherence in a general population ecological momentary assessment study |
| url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-05T23%3A26%3A09IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Respondent%20characteristics%20associated%20with%20adherence%20in%20a%20general%20population%20ecological%20momentary%20assessment%20study&rft.jtitle=International%20journal%20of%20methods%20in%20psychiatric%20research&rft.au=Murray,%20Aja&rft.date=2023-12&rft.volume=32&rft.issue=4&rft.spage=e1972&rft.epage=n/a&rft.pages=e1972-n/a&rft.issn=1049-8931&rft.eissn=1557-0657&rft_id=info:doi/10.1002/mpr.1972&rft_dat=%3Cproquest_doaj_%3E2813889102%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c4492-4fe9694cbf8b275f3427c6896cf65352c554a7a7cf2bc293f21d3575b4fb8cb33%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2898288551&rft_id=info:pmid/37184112&rfr_iscdi=true |