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Impact of baseline patient characteristics on interventions to reduce diabetes distress: the role of personal conscientiousness and diabetes self-efficacy

Aims To improve patient‐centred care by determining the impact of baseline levels of conscientiousness and diabetes self‐efficacy on the outcomes of efficacious interventions to reduce diabetes distress and improve disease management. Methods Adults with Type 2 diabetes with diabetes distress and se...

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Published in:Diabetic medicine 2014-06, Vol.31 (6), p.739-746
Main Authors: Fisher, L., Hessler, D., Masharani, U., Strycker, L.
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Strycker, L.
description Aims To improve patient‐centred care by determining the impact of baseline levels of conscientiousness and diabetes self‐efficacy on the outcomes of efficacious interventions to reduce diabetes distress and improve disease management. Methods Adults with Type 2 diabetes with diabetes distress and self‐care problems (N = 392) were randomized to one of three distress reduction interventions: computer‐assisted self‐management; computer‐assisted self‐management plus problem‐solving therapy; and health education. The baseline assessment included conscientiousness and self‐efficacy, demographics, diabetes status, regimen distress, emotional burden, medication adherence, diet and physical activity. Changes in regimen distress, emotional burden and self‐care between baseline and 12 months were recorded and ancova models assessed how conscientiousness and self‐efficacy qualified the significant improvements in distress and management outcomes. Results Participants with high baseline conscientiousness displayed significantly larger improvements in medication adherence and emotional burden than participants with low baseline conscientiousness. Participants with high baseline self‐efficacy showed greater improvements in diet, physical activity and regimen distress than participants with low baseline self‐efficacy. The impact of conscientiousness and self‐efficacy were independent of each other and occurred across all three intervention groups. A significant interaction indicated that those with both high self‐efficacy and high conscientiousness at baseline had the biggest improvement in physical activity by 12 months. Conclusions Both broad personal traits and disease‐specific expectations qualify the outcomes of efficacious interventions. These findings reinforce the need to change from a one‐size‐fits‐all approach to diabetes interventions to an approach that crafts clinical interventions in ways that fit the personal traits and skills of individual people. What's new? The traits and beliefs that people with diabetes bring with them to clinical interventions influence the outcomes of interventions, even those previously shown to be efficacious. Conscientiousness, a personal trait, and diabetes self‐efficacy, a set of beliefs and expectations about management, are independent predictors of the success of interventions to improve management and reduce distress.
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Methods Adults with Type 2 diabetes with diabetes distress and self‐care problems (N = 392) were randomized to one of three distress reduction interventions: computer‐assisted self‐management; computer‐assisted self‐management plus problem‐solving therapy; and health education. The baseline assessment included conscientiousness and self‐efficacy, demographics, diabetes status, regimen distress, emotional burden, medication adherence, diet and physical activity. Changes in regimen distress, emotional burden and self‐care between baseline and 12 months were recorded and ancova models assessed how conscientiousness and self‐efficacy qualified the significant improvements in distress and management outcomes. Results Participants with high baseline conscientiousness displayed significantly larger improvements in medication adherence and emotional burden than participants with low baseline conscientiousness. Participants with high baseline self‐efficacy showed greater improvements in diet, physical activity and regimen distress than participants with low baseline self‐efficacy. The impact of conscientiousness and self‐efficacy were independent of each other and occurred across all three intervention groups. A significant interaction indicated that those with both high self‐efficacy and high conscientiousness at baseline had the biggest improvement in physical activity by 12 months. Conclusions Both broad personal traits and disease‐specific expectations qualify the outcomes of efficacious interventions. These findings reinforce the need to change from a one‐size‐fits‐all approach to diabetes interventions to an approach that crafts clinical interventions in ways that fit the personal traits and skills of individual people. What's new? The traits and beliefs that people with diabetes bring with them to clinical interventions influence the outcomes of interventions, even those previously shown to be efficacious. Conscientiousness, a personal trait, and diabetes self‐efficacy, a set of beliefs and expectations about management, are independent predictors of the success of interventions to improve management and reduce distress.</description><identifier>ISSN: 0742-3071</identifier><identifier>EISSN: 1464-5491</identifier><identifier>DOI: 10.1111/dme.12403</identifier><identifier>PMID: 24494593</identifier><identifier>CODEN: DIMEEV</identifier><language>eng</language><publisher>Oxford: Blackwell Publishing Ltd</publisher><subject>Adult ; Affective Symptoms - psychology ; Aged ; Biological and medical sciences ; Conscience ; Cost of Illness ; Diabetes ; Diabetes Mellitus, Type 2 - psychology ; Diabetes. Impaired glucose tolerance ; Endocrine pancreas. Apud cells (diseases) ; Endocrinopathies ; Etiopathogenesis. Screening. Investigations. Target tissue resistance ; Exercise - psychology ; Feeding. Feeding behavior ; Female ; Fundamental and applied biological sciences. Psychology ; Humans ; Male ; Medical sciences ; Middle Aged ; Patient Compliance ; Self Care - methods ; Self Efficacy ; Stress, Psychological - prevention &amp; control ; Therapy, Computer-Assisted ; Vertebrates: anatomy and physiology, studies on body, several organs or systems ; Vertebrates: endocrinology ; Young Adult</subject><ispartof>Diabetic medicine, 2014-06, Vol.31 (6), p.739-746</ispartof><rights>2014 The Authors. Diabetic Medicine © 2014 Diabetes UK</rights><rights>2015 INIST-CNRS</rights><rights>2014 The Authors. Diabetic Medicine © 2014 Diabetes UK.</rights><rights>Diabetic Medicine © 2014 Diabetes UK</rights><rights>Copyright: Diabetes UK</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5443-b500a47c98b5bc9ef615129f5efc381b27d93b13cff8a826fa39834785160fc93</citedby><cites>FETCH-LOGICAL-c5443-b500a47c98b5bc9ef615129f5efc381b27d93b13cff8a826fa39834785160fc93</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27903,27904</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&amp;idt=28479119$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24494593$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Fisher, L.</creatorcontrib><creatorcontrib>Hessler, D.</creatorcontrib><creatorcontrib>Masharani, U.</creatorcontrib><creatorcontrib>Strycker, L.</creatorcontrib><title>Impact of baseline patient characteristics on interventions to reduce diabetes distress: the role of personal conscientiousness and diabetes self-efficacy</title><title>Diabetic medicine</title><addtitle>Diabet. Med</addtitle><description>Aims To improve patient‐centred care by determining the impact of baseline levels of conscientiousness and diabetes self‐efficacy on the outcomes of efficacious interventions to reduce diabetes distress and improve disease management. Methods Adults with Type 2 diabetes with diabetes distress and self‐care problems (N = 392) were randomized to one of three distress reduction interventions: computer‐assisted self‐management; computer‐assisted self‐management plus problem‐solving therapy; and health education. The baseline assessment included conscientiousness and self‐efficacy, demographics, diabetes status, regimen distress, emotional burden, medication adherence, diet and physical activity. Changes in regimen distress, emotional burden and self‐care between baseline and 12 months were recorded and ancova models assessed how conscientiousness and self‐efficacy qualified the significant improvements in distress and management outcomes. Results Participants with high baseline conscientiousness displayed significantly larger improvements in medication adherence and emotional burden than participants with low baseline conscientiousness. Participants with high baseline self‐efficacy showed greater improvements in diet, physical activity and regimen distress than participants with low baseline self‐efficacy. The impact of conscientiousness and self‐efficacy were independent of each other and occurred across all three intervention groups. A significant interaction indicated that those with both high self‐efficacy and high conscientiousness at baseline had the biggest improvement in physical activity by 12 months. Conclusions Both broad personal traits and disease‐specific expectations qualify the outcomes of efficacious interventions. These findings reinforce the need to change from a one‐size‐fits‐all approach to diabetes interventions to an approach that crafts clinical interventions in ways that fit the personal traits and skills of individual people. What's new? The traits and beliefs that people with diabetes bring with them to clinical interventions influence the outcomes of interventions, even those previously shown to be efficacious. Conscientiousness, a personal trait, and diabetes self‐efficacy, a set of beliefs and expectations about management, are independent predictors of the success of interventions to improve management and reduce distress.</description><subject>Adult</subject><subject>Affective Symptoms - psychology</subject><subject>Aged</subject><subject>Biological and medical sciences</subject><subject>Conscience</subject><subject>Cost of Illness</subject><subject>Diabetes</subject><subject>Diabetes Mellitus, Type 2 - psychology</subject><subject>Diabetes. Impaired glucose tolerance</subject><subject>Endocrine pancreas. Apud cells (diseases)</subject><subject>Endocrinopathies</subject><subject>Etiopathogenesis. Screening. Investigations. Target tissue resistance</subject><subject>Exercise - psychology</subject><subject>Feeding. Feeding behavior</subject><subject>Female</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Humans</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Patient Compliance</subject><subject>Self Care - methods</subject><subject>Self Efficacy</subject><subject>Stress, Psychological - prevention &amp; control</subject><subject>Therapy, Computer-Assisted</subject><subject>Vertebrates: anatomy and physiology, studies on body, several organs or systems</subject><subject>Vertebrates: endocrinology</subject><subject>Young Adult</subject><issn>0742-3071</issn><issn>1464-5491</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNqNks1u1DAUhSMEokNhwQsgSwgJFmnt-CdxF0gwLaXSFDYg2FmOc824JPZgZwrzKjwtnp9OAQkJZ2FH9zvH91qnKB4TfETyOu4GOCIVw_ROMSFMsJIzSe4WE1yzqqS4JgfFg5SuMCaVpPJ-cVAxJhmXdFL8vBgW2owoWNTqBL3zgBZ6dOBHZOY65hpEl0ZnEgoeOZ9_r3PRBZ_QGFCEbmkAdU63MELKhzRGSOkEjXNAMfSwtl5ATMHrHpksM26jXyafOaR9d6vODdgSrHVGm9XD4p7VfYJHu_2w-Pjm7MP0bTl7f34xfTUrDWeMli3HWLPayKblrZFgBeF5TsvBGtqQtqo7SVtCjbWNbiphNZUNZXXDicDWSHpYvNz6LpbtAJ3J3UXdq0V0g44rFbRTf1a8m6sv4VoxXDVUNNng-c4ghm9LSKMaXDLQ99pDHlMRTlklJKP8P9BKEJq_tevTv9CrsIz5ETcUF5SLWmTqxZYyMaQUwe77Jlitw6FyONQmHJl98vuge_ImDRl4tgN0Mrq3UXvj0i3XsFoSsn6x4y333fWw-veN6vTy7ObqcqvI8YAfe4WOX5Woac3Vp3fnano5PZ3hz68Vo78AoE3i5Q</recordid><startdate>201406</startdate><enddate>201406</enddate><creator>Fisher, L.</creator><creator>Hessler, D.</creator><creator>Masharani, U.</creator><creator>Strycker, L.</creator><general>Blackwell Publishing Ltd</general><general>Blackwell</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>IQODW</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>7T5</scope><scope>8FD</scope><scope>FR3</scope><scope>H94</scope><scope>K9.</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>ASE</scope><scope>FPQ</scope><scope>K6X</scope><scope>5PM</scope></search><sort><creationdate>201406</creationdate><title>Impact of baseline patient characteristics on interventions to reduce diabetes distress: the role of personal conscientiousness and diabetes self-efficacy</title><author>Fisher, L. ; Hessler, D. ; Masharani, U. ; Strycker, L.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5443-b500a47c98b5bc9ef615129f5efc381b27d93b13cff8a826fa39834785160fc93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Adult</topic><topic>Affective Symptoms - psychology</topic><topic>Aged</topic><topic>Biological and medical sciences</topic><topic>Conscience</topic><topic>Cost of Illness</topic><topic>Diabetes</topic><topic>Diabetes Mellitus, Type 2 - psychology</topic><topic>Diabetes. Impaired glucose tolerance</topic><topic>Endocrine pancreas. Apud cells (diseases)</topic><topic>Endocrinopathies</topic><topic>Etiopathogenesis. Screening. Investigations. Target tissue resistance</topic><topic>Exercise - psychology</topic><topic>Feeding. Feeding behavior</topic><topic>Female</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>Humans</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Patient Compliance</topic><topic>Self Care - methods</topic><topic>Self Efficacy</topic><topic>Stress, Psychological - prevention &amp; control</topic><topic>Therapy, Computer-Assisted</topic><topic>Vertebrates: anatomy and physiology, studies on body, several organs or systems</topic><topic>Vertebrates: endocrinology</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fisher, L.</creatorcontrib><creatorcontrib>Hessler, D.</creatorcontrib><creatorcontrib>Masharani, U.</creatorcontrib><creatorcontrib>Strycker, L.</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>British Nursing Index</collection><collection>British Nursing Index (BNI) (1985 to Present)</collection><collection>British Nursing Index</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Diabetic medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fisher, L.</au><au>Hessler, D.</au><au>Masharani, U.</au><au>Strycker, L.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Impact of baseline patient characteristics on interventions to reduce diabetes distress: the role of personal conscientiousness and diabetes self-efficacy</atitle><jtitle>Diabetic medicine</jtitle><addtitle>Diabet. Med</addtitle><date>2014-06</date><risdate>2014</risdate><volume>31</volume><issue>6</issue><spage>739</spage><epage>746</epage><pages>739-746</pages><issn>0742-3071</issn><eissn>1464-5491</eissn><coden>DIMEEV</coden><abstract>Aims To improve patient‐centred care by determining the impact of baseline levels of conscientiousness and diabetes self‐efficacy on the outcomes of efficacious interventions to reduce diabetes distress and improve disease management. Methods Adults with Type 2 diabetes with diabetes distress and self‐care problems (N = 392) were randomized to one of three distress reduction interventions: computer‐assisted self‐management; computer‐assisted self‐management plus problem‐solving therapy; and health education. The baseline assessment included conscientiousness and self‐efficacy, demographics, diabetes status, regimen distress, emotional burden, medication adherence, diet and physical activity. Changes in regimen distress, emotional burden and self‐care between baseline and 12 months were recorded and ancova models assessed how conscientiousness and self‐efficacy qualified the significant improvements in distress and management outcomes. Results Participants with high baseline conscientiousness displayed significantly larger improvements in medication adherence and emotional burden than participants with low baseline conscientiousness. Participants with high baseline self‐efficacy showed greater improvements in diet, physical activity and regimen distress than participants with low baseline self‐efficacy. The impact of conscientiousness and self‐efficacy were independent of each other and occurred across all three intervention groups. A significant interaction indicated that those with both high self‐efficacy and high conscientiousness at baseline had the biggest improvement in physical activity by 12 months. Conclusions Both broad personal traits and disease‐specific expectations qualify the outcomes of efficacious interventions. These findings reinforce the need to change from a one‐size‐fits‐all approach to diabetes interventions to an approach that crafts clinical interventions in ways that fit the personal traits and skills of individual people. What's new? The traits and beliefs that people with diabetes bring with them to clinical interventions influence the outcomes of interventions, even those previously shown to be efficacious. Conscientiousness, a personal trait, and diabetes self‐efficacy, a set of beliefs and expectations about management, are independent predictors of the success of interventions to improve management and reduce distress.</abstract><cop>Oxford</cop><pub>Blackwell Publishing Ltd</pub><pmid>24494593</pmid><doi>10.1111/dme.12403</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record>
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ispartof Diabetic medicine, 2014-06, Vol.31 (6), p.739-746
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language eng
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source Wiley
subjects Adult
Affective Symptoms - psychology
Aged
Biological and medical sciences
Conscience
Cost of Illness
Diabetes
Diabetes Mellitus, Type 2 - psychology
Diabetes. Impaired glucose tolerance
Endocrine pancreas. Apud cells (diseases)
Endocrinopathies
Etiopathogenesis. Screening. Investigations. Target tissue resistance
Exercise - psychology
Feeding. Feeding behavior
Female
Fundamental and applied biological sciences. Psychology
Humans
Male
Medical sciences
Middle Aged
Patient Compliance
Self Care - methods
Self Efficacy
Stress, Psychological - prevention & control
Therapy, Computer-Assisted
Vertebrates: anatomy and physiology, studies on body, several organs or systems
Vertebrates: endocrinology
Young Adult
title Impact of baseline patient characteristics on interventions to reduce diabetes distress: the role of personal conscientiousness and diabetes self-efficacy
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