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Barnard-Kelly K, Marrero D, de Wit M, Pouwer F, Khunti K, Hermans N, Pierce JS, Laffel L, Holt RIG, Battelino T, Naranjo D, Fosbury J, Fisher L, Polonsky W, Weissberg-Benchell J, Hood KK, Schnell O, Messer LH, Danne T, Nimri R, Skovlund S, Mader JK, Sherr JL, Schatz D, O'Neill S, Doble E, Town M, Lange K, de Beaufort C, Gonder-Frederick L, Jaser SS, Liberman A, Klonoff D, Elsayed NA, Bannuru RR, Ajjan R, Parkin C, Snoek FJ. Towards standardization of person-reported outcomes (PROs) in pediatric diabetes research: A consensus report. Diabet Med 2024:e15484. [PMID: 39689218 DOI: 10.1111/dme.15484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 11/05/2024] [Indexed: 12/19/2024]
Abstract
BACKGROUND Diabetes ranks among the most common chronic conditions in childhood and adolescence. It is unique among chronic conditions, in that clinical outcomes are intimately tied to how the child or adolescent living with diabetes and their parents or carers react to and implement good clinical practice guidance. It is widely recognized that the individual's perspective about the impact of trying to manage the disease together with the burden of self-management should be addressed to achieve optimal health outcomes. Standardized, rigorous assessment of behavioural and mental health outcomes is crucial to aid understanding of person-reported outcomes alongside, and in interaction with, physical health outcomes. Whilst tempting to conceptualize person-reported outcomes as a focus on perceived quality of life, the reality is that health-related quality of life is multi-dimensional and covers indicators of physical or functional health status, psychological well-being and social well- being. METHODS In this context, this Consensus Statement has been developed by a collection of experts in diabetes to summarize the central themes and lessons derived in the assessment and use of person-reported outcome measures in relation to children and adolescents and their parents/carers, helping to provide a platform for future standardization of these measures for research studies and routine clinical use. RESULTS This consensus statement provides an exploration of person-reported outcomes and how to routinely assess and incorporate into clincial research.
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Affiliation(s)
| | - David Marrero
- Indiana University School of Public Health, Bloomington, Indiana, USA
| | - Maartje de Wit
- Amsterdam UMC, Netherlands, Amsterdam Public Health, Mental Health, Amsterdam, the Netherlands
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Copenhagen, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
- Department of Medical Psychology, Amsterdam UMC, Amsterdam, The Netherlands
| | - Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Norbert Hermans
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany
| | - Jessica S Pierce
- Center for Healthcare Delivery Science, Nemours Children's Hospital, Orlando, Florida, USA
| | - Lori Laffel
- Joslin Diabetes Center, Inc., Boston, Massachusetts, USA
| | | | - Tadej Battelino
- University Medical Center Ljubljana, and Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Diana Naranjo
- Stanford University School of Medicine, Stanford, California, USA
| | | | - Lawrence Fisher
- University of California San Francisco, San Francisco, California, USA
| | | | | | - Korey K Hood
- Division of Endocrinology and Diabetes, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
| | | | - Laurel H Messer
- Barbara Davis Center, University of Colorado, Aurora, Colorado, USA
- Tandem Diabetes Care, San Diego, California, USA
| | | | - Revital Nimri
- The Jesse Z and Sara Lea Shafer Institute for Endocrinology and Diabetes, National Center for Childhood Diabetes, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- Israel and Sacker Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | | | - Julia K Mader
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Jennifer L Sherr
- Department of Pediatrics, Yale School of Medicine, Yale University, New Haven, Connecticut, USA
| | - Desmond Schatz
- Diabetes Institute, University of Florida College of Medicine Past President, American Diabetes Association, Arlington, Florida, USA
| | | | | | - Marissa Town
- Children with Diabetes, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
| | - Karin Lange
- Department Medical Psychology, Hannover Medical School, Hannover, Germany
| | - Carine de Beaufort
- Centre Hospitalier de Luxembourg, Luxembourg, GD de Luxembourg, Technology and Medicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Linda Gonder-Frederick
- Center for Diabetes Technology, Center for Behavioral Health and Technology, Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Sarah S Jaser
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Alon Liberman
- Jesse Z. and Sara Lea Shafer Institute of Endocrinology and Diabetes, National Center for Childhood Diabetes, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
| | - David Klonoff
- Mills-Peninsula Medical Center, Burlingame, California, USA
| | - Nuha A Elsayed
- Health Care Improvement, American Diabetes Association, Harvard Medical School, Boston, Massachusetts, USA
| | - Raveendhara R Bannuru
- Medical Affairs and QI Outcomes, American Diabetes Association, Arlington, Virginia, USA
| | | | | | - Frank J Snoek
- Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
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Islam KF, Awal A, Mazumder H, Munni UR, Majumder K, Afroz K, Tabassum MN, Hossain MM. Social cognitive theory-based health promotion in primary care practice: A scoping review. Heliyon 2023; 9:e14889. [PMID: 37025832 PMCID: PMC10070720 DOI: 10.1016/j.heliyon.2023.e14889] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 03/03/2023] [Accepted: 03/21/2023] [Indexed: 03/30/2023] Open
Abstract
Background Using a theoretical perspective to guide research design and implementation can result in a coherent preventative intervention model. Among theoretical frameworks, Bandura's Social Cognitive Theory (SCT) is particularly useful for studies focused on behavior change in health promotion research. Objective This scoping review explored and summarized the current evidence on health promotion interventions that integrated constructs of Social Cognitive Theory and the outcome of those interventions in primary care settings. Method ology: We conducted this scoping review using the PRISMA scoping review guidelines; we reviewed articles from five electronic databases and additional sources that were peer-reviewed journal articles reporting interventions applying SCT constructs and synthesized the outcomes following the interventions. Results Among 849 retrieved from multiple sources, 39 articles met our eligibility criteria. Most studies (n = 19) were conducted in the United States. Twenty-six studies followed a randomized control trial design. Most studies (n = 26) recruited participants utilizing the primary care network. All 39 studies mentioned "self-efficacy" as the most utilized construct of SCT to determine how behavior change operates, followed by "observational learning" through role models. Twenty-three studies integrated individual (face-to-face) or peered group-based counseling-training programs; eight interventions used telephonic health coaching by a specialist; eight studies used audio-visual mediums. All included studies reported positive health outcomes following the intervention, including increased self-reported moderate-to-vigorous physical activity, increased Knowledge of dietary intake, high-risk behaviors such as STIs transmission, adapting to a healthy lifestyle, and adherence to post-transplant medication. Conclusion Current evidence suggests that SCT-based interventions positively impact health outcomes and intervention effectiveness. The results of this study indicate the importance of incorporating and assessing several conceptual structures of behavioral theories when planning any primary care health promotion practice.
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Affiliation(s)
- Kazi Faria Islam
- Research Initiative for Health Equity (RiHE), Khulna 9000, Bangladesh
| | - Abdul Awal
- Research Initiative for Health Equity (RiHE), Khulna 9000, Bangladesh
| | - Hoimonty Mazumder
- Research Initiative for Health Equity (RiHE), Khulna 9000, Bangladesh
| | | | | | - Kohinoor Afroz
- Sir Salimullah Medical College, Mitford Hospital, Dhaka, Bangladesh
| | | | - M. Mahbub Hossain
- Research Initiative for Health Equity (RiHE), Khulna 9000, Bangladesh
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Xin M, Chan VWY, Kong APS, Lau JTF, Cameron LD, Mak WWS, Mo PKH. Using the common-sense model to explicate the role of illness representation in self-care behaviours and anxiety symptoms among patients with Type 2 diabetes. PATIENT EDUCATION AND COUNSELING 2023; 107:107581. [PMID: 36470126 DOI: 10.1016/j.pec.2022.107581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 10/29/2022] [Accepted: 11/24/2022] [Indexed: 06/17/2023]
Abstract
OBJECTIVES Based on the common-sense model of self-regulation, this study aimed to explicate the mechanism underlying the effect of illness representations on self-care behaviours and anxiety symptoms among patients with type 2 diabetes. METHODS A telephone survey was administered to 473 patients in Hong Kong. Structural equation modelling was used to test if threat and control perceptions regarding diabetes would be associated with self-reported self-care behaviours and anxiety symptoms through adoption of adaptive/maladaptive coping strategies and diabetes-related self-efficacy. RESULTS Control perceptions but not threat perceptions were positively associated with self-care behaviours. Control perceptions had a positive indirect association with self-care behaviours through more problem-focused coping and diabetes-related self-efficacy. Threat perceptions simultaneously had a positive indirect association through more problem-focused coping and a negative indirect association through more avoidant coping and lower diabetes-related self-efficacy. In contrast, threat and control perceptions were positively and negatively, respectively, associated with anxiety symptoms. Problem-focused and avoidant coping consistently mediated the indirect association between threat perceptions and anxiety symptoms. CONCLUSION Threat and control perceptions were associated with diabetes self-care behaviours and anxiety symptoms through different self-regulation pathways. PRACTICE IMPLICATIONS Our findings inform possible targets for self-management interventions to simultaneously enhance self-care behaviours and alleviate diabetes-associated anxiety.
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Affiliation(s)
- Meiqi Xin
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong SAR, China.
| | | | - Alice P S Kong
- Department of Medicine & Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China.
| | - Joseph T F Lau
- School of Mental Health, Wenzhou Medical University, Wenzhou, China; Affiliated Kangning Hospital of Wenzhou Medical University, Wenzhou, China; School of Public Health, Zhejiang University, Hangzhou, China; Centre for Health Behaviours Research, JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China.
| | - Linda D Cameron
- School of Social Science, Humanities, and the Arts, University of California, Merced, USA.
| | - Winnie W S Mak
- Department of Psychology, The Chinese University of Hong Kong, Hong Kong SAR, China.
| | - Phoenix K H Mo
- Centre for Health Behaviours Research, JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong SAR, China.
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Duarte-Díaz A, Perestelo-Pérez L, Rivero-Santana A, Peñate W, Álvarez-Pérez Y, Ramos-García V, González-Pacheco H, Goya-Arteaga L, de Bonis-Braun M, González-Martín S, Ramallo-Fariña Y, Carrion C, Serrano-Aguilar P. The relationship between patient empowerment and related constructs, affective symptoms and quality of life in patients with type 2 diabetes: a systematic review and meta-analysis. Front Public Health 2023; 11:1118324. [PMID: 37139389 PMCID: PMC10150112 DOI: 10.3389/fpubh.2023.1118324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 03/27/2023] [Indexed: 05/05/2023] Open
Abstract
Introduction The aim of this systematic review is to assess the relationship between patient empowerment and other empowerment-related constructs, and affective symptoms and quality of life in patients with type 2 diabetes. Methods A systematic review of the literature was conducted, according to the PRISMA guidelines. Studies addressing adult patients with type 2 diabetes and reporting the association between empowerment-related constructs and subjective measures of anxiety, depression and distress, as well as self-reported quality of life were included. The following electronic databases were consulted from inception to July 2022: Medline, Embase, PsycINFO, and Cochrane Library. The methodological quality of the included studies was analyzed using validated tools adapted to each study design. Meta-analyses of correlations were performed using an inverse variance restricted maximum likelihood random-effects. Results The initial search yielded 2463 references and seventy-one studies were finally included. We found a weak-to-moderate inverse association between patient empowerment-related constructs and both anxiety (r = -0.22) and depression (r = -0.29). Moreover, empowerment-related constructs were moderately negatively correlated with distress (r = -0.31) and moderately positively correlated with general quality of life (r = 0.32). Small associations between empowerment-related constructs and both mental (r = 0.23) and physical quality of life (r = 0.13) were also reported. Discussion This evidence is mostly from cross-sectional studies. High-quality prospective studies are needed not only to better understand the role of patient empowerment but to assess causal associations. The results of the study highlight the importance of patient empowerment and other empowerment-related constructs such as self-efficacy or perceived control in diabetes care. Thus, they should be considered in the design, development and implementation of effective interventions and policies aimed at improving psychosocial outcomes in patients with type 2 diabetes. Systematic review registration https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42020192429, identifier CRD42020192429.
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Affiliation(s)
- Andrea Duarte-Díaz
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, Spain
- Department of Clinical Psychology, Psychobiology and Methodology, Universidad de La Laguna, (ULL), Tenerife, Spain
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Madrid, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
| | - Lilisbeth Perestelo-Pérez
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Madrid, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
- Evaluation Unit (SESCS), Canary Islands Health Service (SCS), Tenerife, Spain
- *Correspondence: Lilisbeth Perestelo-Pérez
| | - Amado Rivero-Santana
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, Spain
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Madrid, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
| | - Wenceslao Peñate
- Department of Clinical Psychology, Psychobiology and Methodology, Universidad de La Laguna, (ULL), Tenerife, Spain
| | - Yolanda Álvarez-Pérez
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, Spain
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Madrid, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
| | - Vanesa Ramos-García
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, Spain
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Madrid, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
| | - Himar González-Pacheco
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, Spain
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Madrid, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
| | - Libertad Goya-Arteaga
- Multiprofessional Unit of Family and Community Care of La Laguna-Norte, Tenerife, Spain
| | - Miriam de Bonis-Braun
- Multiprofessional Unit of Family and Community Care of La Laguna-Norte, Tenerife, Spain
| | | | - Yolanda Ramallo-Fariña
- Canary Islands Health Research Institute Foundation (FIISC), Tenerife, Spain
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Madrid, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
| | - Carme Carrion
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Madrid, Spain
- eHealth Lab Research Group, School of Health Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain
| | - Pedro Serrano-Aguilar
- Network for Research on Chronicity, Primary Care, and Health Promotion (RICAPPS), Madrid, Spain
- The Spanish Network of Agencies for Health Technology Assessment and Services of the National Health System (RedETS), Madrid, Spain
- Evaluation Unit (SESCS), Canary Islands Health Service (SCS), Tenerife, Spain
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Hamidi S, Gholamnezhad Z, Kasraie N, Sahebkar A. The Effects of Self-Efficacy and Physical Activity Improving Methods on the Quality of Life in Patients with Diabetes: A Systematic Review. J Diabetes Res 2022; 2022:2884933. [PMID: 35936392 PMCID: PMC9348907 DOI: 10.1155/2022/2884933] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 05/15/2022] [Accepted: 07/15/2022] [Indexed: 11/20/2022] Open
Abstract
OBJECTIVE The purpose of this systematic review is to study the impact of self-efficacy-improving strategies on physical activity-related glycemic control of diabetes. METHOD This systematic review was conducted based on the PRISMA statement. ("Diabetes" OR "glycemic control") AND ("exercise" OR "physical activity") AND "self-efficacy" were searched as keywords in databases including PubMed, Google Scholar, Science Direct, Embase, Cochrane, Web of Science, and Scopus between 2000 and 2019 for relesvant articles. RESULTS Two reviewers independently screened articles (n = 400), and those meeting eligibility criteria (n = 47) were selected for data extraction using a predesigned Excel form and critical appraisal using the "Tool for Quantitative Studies." Different strategies and health promotion programs such as individual or group face-to-face education and multimedia (video conference, video, phone calls, short message service, and Internet-based education) were used in diabetes self-management education programs. The results of different interventions including motivational interviewing (7 studies), exercise (5 studies), multidimensional self-management programs (25 studies), and electronic education (11 studies) had been evaluated. Interventions with more social support, longer duration, combined educative theory-based, and individual education had better outcomes both in postintervention and in follow-up evaluation. CONCLUSION A combination of traditional and virtual long-lasting self-care promoting (motivating) programs is needed to improve patients' self-efficacy for healthy habits like active lifestyle.
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Affiliation(s)
- Sajjad Hamidi
- Department of Psychiatric Nursing, Iran University of Medical Sciences, Tehran, Iran
| | - Zahra Gholamnezhad
- Department of Physiology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Narges Kasraie
- Rosenberg School of Optometry, University of the Incarnate Word, San Antonio, Texas, USA
| | - Amirhossein Sahebkar
- Applied Biomedical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Biotechnology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
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Gray KE, Hoerster KD, Taylor L, Krieger J, Nelson KM. Improvements in physical activity and some dietary behaviors in a community health worker-led diabetes self-management intervention for adults with low incomes: results from a randomized controlled trial. Transl Behav Med 2021; 11:2144-2154. [PMID: 34424331 PMCID: PMC8670415 DOI: 10.1093/tbm/ibab113] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
People with low incomes have a disproportionate prevalence of diabetes and its complications and experience many barriers to self-management, which community health workers (CHWs) may help address. We sought to examine the effects of an in-home CHW-led intervention for adults with diabetes and incomes <250% of the federal poverty line on self-management behaviors and test mediators and moderators. From 2010 to 2013, we randomized participants from three Washington State health systems with type 2 diabetes and hemoglobin A1c (HbA1c) ≥ 8% to the CHW intervention (N = 145) or usual care control (N = 142) arms. We examined effects on 12-month self-management: physical activity, dietary behaviors, medication taking, blood glucose monitoring, foot care, and tobacco use. For behaviors with significant intervention-control group differences, we tested mediation by self-efficacy and social support. We also investigated whether intervention-associated changes in behaviors varied by race/ethnicity, gender, and baseline values of HbA1c, diabetes distress, depression, and food insecurity (moderators). Compared to controls, intervention participants engaged in more physical activity and reported better dietary behaviors for some measures (general diet, frequency of skipping meals, and frequency of eating out) at 12-months, but there was no evidence of mediation by self-efficacy or social support. Evidence of moderation was limited: improvements in the frequency of skipping meals were restricted to participants with baseline HbA1c < 10%. Study findings suggest CHWs could be integrated into diabetes care to effectively support lifestyle changes around physical activity and some eating behaviors among adults with low incomes. More research is needed to understand mechanisms of change.
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Affiliation(s)
- Kristen E Gray
- Department of Veterans Affairs, Health Services Research & Development, Seattle-Denver Center of Innovation for Veteran-Centered and Value-Driven Care, Seattle, WA, USA
- Department of Health Systems and Population Health, University of Washington School of Public Health, Seattle, WA, USA
| | - Katherine D Hoerster
- Department of Veterans Affairs, Health Services Research & Development, Seattle-Denver Center of Innovation for Veteran-Centered and Value-Driven Care, Seattle, WA, USA
- Mental Health Service, VA Puget Sound Healthcare System, Seattle Division, Seattle, WA, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Leslie Taylor
- Department of Veterans Affairs, Health Services Research & Development, Seattle-Denver Center of Innovation for Veteran-Centered and Value-Driven Care, Seattle, WA, USA
| | - James Krieger
- Department of Health Systems and Population Health, University of Washington School of Public Health, Seattle, WA, USA
- Healthy Food America, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Karin M Nelson
- Department of Veterans Affairs, Health Services Research & Development, Seattle-Denver Center of Innovation for Veteran-Centered and Value-Driven Care, Seattle, WA, USA
- Department of Health Systems and Population Health, University of Washington School of Public Health, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
- General Internal Medicine Service, VA Puget Sound Health Care System, Seattle, WA, USA
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Nguyen TV, Wantonoro W, Suryaningsih EK. Self-management Behavior Interventions for Type 2 Diabetes Mellitus: A Review. Open Access Maced J Med Sci 2021. [DOI: 10.3889/oamjms.2021.7446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND: Diabetes mellitus is chronic diseases with serious complications and reduces the quality of life of patients. Evidence based strategies to enhance diabetes self-management may prevent complications and enhance the quality of life for patients is needed.
AIM: This study to summarize the types of intervention strategies used to enhance diabetes self-management behaviors in adult individuals type 2 diabetes mellitus (T2DM).
METHOD: This study was used Literature review randomized controlled trials study. PubMed, Scopus, Web of Science, and Cochrane Library data base were used. Jadad scale checklist was used to evaluate quality appraisal included in the study.
RESULTS: Twenty-six randomized controlled trials studies were included in this review. Overall, quality of the studies was high-quality. Varied interventions included studies at different countries were found to enhance diabetes self-management behaviors in T2DM patients. In addition, almost type interventions were reported a significant enhancement diabetes self-management behaviors especially in adults with type 2 diabetes patients.
CONCLUSION: Varied self-management behavior interventions in diabetes mellitus. This review suggested for investigate best intervention to enhance diabetes self-management behaviors in different cultural for best outcomes.
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Winkley K, Upsher R, Stahl D, Pollard D, Kasera A, Brennan A, Heller S, Ismail K. Psychological interventions to improve self-management of type 1 and type 2 diabetes: a systematic review. Health Technol Assess 2021; 24:1-232. [PMID: 32568666 DOI: 10.3310/hta24280] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND For people with diabetes mellitus to achieve optimal glycaemic control, motivation to perform self-management is important. The research team wanted to determine whether or not psychological interventions are clinically effective and cost-effective in increasing self-management and improving glycaemic control. OBJECTIVES The first objective was to determine the clinical effectiveness of psychological interventions for people with type 1 diabetes mellitus and people with type 2 diabetes mellitus so that they have improved (1) glycated haemoglobin levels, (2) diabetes self-management and (3) quality of life, and fewer depressive symptoms. The second objective was to determine the cost-effectiveness of psychological interventions. DATA SOURCES The following databases were accessed (searches took place between 2003 and 2016): MEDLINE, Cumulative Index to Nursing and Allied Health Literature (CINAHL), Cochrane Library, PsycINFO, EMBASE, Cochrane Controlled Trials Register, Web of Science, and Dissertation Abstracts International. Diabetes conference abstracts, reference lists of included studies and Clinicaltrials.gov trial registry were also searched. REVIEW METHODS Systematic review, aggregate meta-analysis, network meta-analysis, individual patient data meta-analysis and cost-effectiveness modelling were all used. Risk of bias of randomised and non-randomised controlled trials was assessed using the Cochrane Handbook (Higgins JP, Altman DG, Gøtzsche PC, Jüni P, Moher D, Oxman AD, et al. The Cochrane Collaboration's tool for assessing risk of bias in randomised trials. BMJ 2011;343:d5928). DESIGN Systematic review, meta-analysis, cost-effectiveness analysis and patient and public consultation were all used. SETTING Settings in primary or secondary care were included. PARTICIPANTS Adolescents and children with type 1 diabetes mellitus and adults with types 1 and 2 diabetes mellitus were included. INTERVENTIONS The interventions used were psychological treatments, including and not restricted to cognitive-behavioural therapy, counselling, family therapy and psychotherapy. MAIN OUTCOME MEASURES Glycated haemoglobin levels, self-management behaviours, body mass index, blood pressure levels, depressive symptoms and quality of life were all used as outcome measures. RESULTS A total of 96 studies were included in the systematic review (n = 18,659 participants). In random-effects meta-analysis, data on glycated haemoglobin levels were available for seven studies conducted in adults with type 1 diabetes mellitus (n = 851 participants) that demonstrated a pooled mean difference of -0.13 (95% confidence interval -0.33 to 0.07), a non-significant decrease in favour of psychological treatment; 18 studies conducted in adolescents/children with type 1 diabetes mellitus (n = 2583 participants) that demonstrated a pooled mean difference of 0.00 (95% confidence interval -0.18 to 0.18), indicating no change; and 49 studies conducted in adults with type 2 diabetes mellitus (n = 12,009 participants) that demonstrated a pooled mean difference of -0.21 (95% confidence interval -0.31 to -0.10), equivalent to reduction in glycated haemoglobin levels of -0.33% or ≈3.5 mmol/mol. For type 2 diabetes mellitus, there was evidence that psychological interventions improved dietary behaviour and quality of life but not blood pressure, body mass index or depressive symptoms. The results of the network meta-analysis, which considers direct and indirect effects of multiple treatment comparisons, suggest that, for adults with type 1 diabetes mellitus (7 studies; 968 participants), attention control and cognitive-behavioural therapy are clinically effective and cognitive-behavioural therapy is cost-effective. For adults with type 2 diabetes mellitus (49 studies; 12,409 participants), cognitive-behavioural therapy and counselling are effective and cognitive-behavioural therapy is potentially cost-effective. The results of the individual patient data meta-analysis for adolescents/children with type 1 diabetes mellitus (9 studies; 1392 participants) suggest that there were main effects for age and diabetes duration. For adults with type 2 diabetes mellitus (19 studies; 3639 participants), baseline glycated haemoglobin levels moderated treatment outcome. LIMITATIONS Aggregate meta-analysis was limited to glycaemic control for type 1 diabetes mellitus. It was not possible to model cost-effectiveness for adolescents/children with type 1 diabetes mellitus and modelling for type 2 diabetes mellitus involved substantial uncertainty. The individual patient data meta-analysis included only 40-50% of studies. CONCLUSIONS This review suggests that psychological treatments offer minimal clinical benefit in improving glycated haemoglobin levels for adults with type 2 diabetes mellitus. However, there was no evidence of benefit compared with control interventions in improving glycated haemoglobin levels for people with type 1 diabetes mellitus. FUTURE WORK Future work should consider the competency of the interventionists delivering a therapy and psychological approaches that are matched to a person and their life course. STUDY REGISTRATION This study is registered as PROSPERO CRD42016033619. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 24, No. 28. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Kirsty Winkley
- Florence Nightingale Faculty of Nursing and Midwifery, King's College London, London, UK
| | - Rebecca Upsher
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Daniel Stahl
- Department of Biostatistics, Institute of Psychiatry, King's College London, London, UK
| | - Daniel Pollard
- Health Economics and Decision Science, School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Architaa Kasera
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Alan Brennan
- Health Economics and Decision Science, School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Simon Heller
- Academic Unit of Diabetes, Endocrinology and Metabolism, Department of Oncology & Metabolism, University of Sheffield, Sheffield, UK
| | - Khalida Ismail
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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9
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Upsher R, Onabajo D, Stahl D, Ismail K, Winkley K. The Effectiveness of Behavior Change Techniques Underpinning Psychological Interventions to Improve Glycemic Levels for Adults With Type 2 Diabetes: A Meta-Analysis. FRONTIERS IN CLINICAL DIABETES AND HEALTHCARE 2021; 2:699038. [PMID: 36994330 PMCID: PMC10012110 DOI: 10.3389/fcdhc.2021.699038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 06/18/2021] [Indexed: 11/13/2022]
Abstract
An existing systematic review and meta-analysis found a significant reduction in glycemic levels for adults with type 2 diabetes who received a psychological intervention over control conditions. To help develop effective interventions in the future, there is a need to understand the active ingredients which underpin these psychological interventions. We conducted a secondary meta-analysis including 67 randomized controlled trials (RCTs) reported in English. We reviewed the psychological intervention descriptions of the included studies of the existing review and extracted the behavior change techniques (BCTs) according to the BCT taxonomy (BCTTv1). We also extracted information on primary behavioral target versus primary outcome, and presence of fidelity assessment. The most frequent BCTs across RCTs were ‘social support (unspecified)’ (n=50), ‘problem solving’ (n=38) and ‘goal setting (behavior’) (n=30). These BCTs were independently associated with a significant reduction in glycemic levels (HbA1c) compared to control conditions, but not significantly different from studies that did not include these BCTs. Meta-regressions revealed no significant associations between HbA1c, and psychological intervention category (counselling versus cognitive behavioral therapy interventions) (p=0.84), frequency of BCTs per psychological intervention (p=0.29), primary behavioral target versus primary outcome (p=0.48), or presence of fidelity assessment (p=0.15). Social support (unspecified), problem solving, and goal setting (behavior) could be useful BCTs to develop psychological interventions for people with type 2 diabetes to improve glycemic levels. However, more research is required to understand which combination of individual BCTs are most effective for this population.Systematic Review RegistrationRegistered with the international prospective register of systematic reviews registration (PROSPERO) CRD42016033619.
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Affiliation(s)
- Rebecca Upsher
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom
- *Correspondence: Rebecca Upsher,
| | - Deborah Onabajo
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom
| | - Daniel Stahl
- Department of Biostatistics, Institute of Psychiatry, King’s College London, London, United Kingdom
| | - Khalida Ismail
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom
| | - Kirsty Winkley
- Florence Nightingale Faculty of Nursing and Midwifery, King’s College London, James Clerk Maxwell Building, London, United Kingdom
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10
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Guo J, Yang J, Wiley J, Ou X, Zhou Z, Whittemore R. Perceived stress and self-efficacy are associated with diabetes self-management among adolescents with type 1 diabetes: A moderated mediation analysis. J Adv Nurs 2019; 75:3544-3553. [PMID: 31441523 DOI: 10.1111/jan.14179] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 07/15/2019] [Accepted: 08/03/2019] [Indexed: 02/06/2023]
Abstract
AIMS The aims of this study were to: (a) determine if self-efficacy mediates the relationship between perceived stress and diabetes self-management in adolescents with type 1 diabetes (T1D); and (b) explore whether perceived stress moderated the self-efficacy and diabetes self-management relationship. DESIGN Non-experimental, descriptive correlational design, conducted from January-December 2016. METHODS Guided by the Adaptation to Diabetes framework, data on demographic and clinical characteristics, perceived stress, self-efficacy and diabetes self-management were collected. Descriptive analyses and regression analyses were generated by SPSS Version 22. Structural equation modelling was implemented with the MPlus program. RESULTS There was no direct effect of perceived stress on diabetes self-management; however, self-efficacy mediated the relationship between perceived stress and diabetes self-management. Adolescents who had high self-efficacy and low perceived stress demonstrated better diabetes care activities and diabetes communication than would be predicted from the main effects of self-efficacy and perceived stress alone. CONCLUSIONS Decreasing perceived stress and improving self-efficacy are important strategies to improve diabetes self-management in adolescents with T1D. IMPACT Adolescents with T1D experience considerable stress with daily self-management demands. This study highlights the mediating role of self-efficacy on perceived stress and diabetes self-management. Assessment of perceived stress and self-efficacy in self-management tasks in adolescents with T1D may help nurses individualize self-management education and support. Incorporating strategies to promote stress management and self-efficacy in diabetes education may also improve diabetes self-management.
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Affiliation(s)
- Jia Guo
- Xiangya School of Nursing, Central South University, Changsha, Hunan Province, China
| | - Jundi Yang
- Xiangya School of Nursing, Central South University, Changsha, Hunan Province, China
| | - James Wiley
- School of Nursing, University of California San Francisco, San Francisco, California
| | - Xiancai Ou
- School of Business, XingJian College of Science and Liberal Arts of Guangxi University, Nanning, Guangxi Province, China
| | - Zhiguang Zhou
- Diabetes Center, Institute of Metabolism and Endocrinology, Second Xiangya Hospital, Central South University, Changsha, China
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11
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Ferrara L, Singleton J, Yang K, Frederickson K, Rivera E. Grieving the Loss of Self: Challenges in Type 2 Diabetes Mellitus Self-Management. J Dr Nurs Pract 2018; 11:25-34. [PMID: 32745041 DOI: 10.1891/2380-9418.11.1.25] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The aim of this study was to understand and describe the experience of diabetes self-management among patients not meeting glycemic control (A1C > 9). Type 2 diabetes mellitus (T2DM) is a complex chronic disease process. Diabetes self-management is equally complex and critical to patient outcomes and quality of life. The components for self-management include: knowledge, skills/abilities, and support. Few studies have reported on the experiences of self-management for patients with T2DM to reach and sustain glycemic control. This study used a qualitative descriptive design. Semistructured interviews were conducted with 13 patients receiving care at a diabetic clinic at a major health-care system in New York City. An interview guide was developed based on diabetes self-management which guided the interviews. All data were analyzed using qualitative content analysis. Initially, three themes that describe each component of diabetes mellitus self-management (DMSM) and impact the patients' reaching the desired outcome were identified: acceptance of knowledge, motivation for skills and abilities, and variability and vulnerability of support. Further analysis of the three themes led to the identification of an overarching, theme: loss of self. This overarching theme helped to explain the stages of grief illustrated across the themes in the participants DMSM experiences. The participants in this study identified loss of self, and the accompanying grief and grieving process related to the loss of self in response to their T2DM diagnosis. Participants were "stuck" in a stage of loss of self, which presented challenges to acceptance of their diagnosis, barriers to DMSM, and optimizing glycemic control.
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Affiliation(s)
- Lucille Ferrara
- Pace University, College of Health Professions, Lienhard School of Nursing, New York, NY
| | - Joanne Singleton
- Pace University, College of Health Professions, Lienhard School of Nursing, New York, NY
| | - Kyeongra Yang
- Pace University, College of Health Professions, Lienhard School of Nursing, New York, NY
| | - Keville Frederickson
- Pace University, College of Health Professions, Lienhard School of Nursing, New York, NY
| | - Elsy Rivera
- Pace University, College of Health Professions, Lienhard School of Nursing, New York, NY
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12
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Park S, Burford S, Nolan C, Hanlen L. The Role of Digital Engagement in the Self-Management of Type 2 Diabetes. HEALTH COMMUNICATION 2016; 31:1557-1565. [PMID: 27124817 DOI: 10.1080/10410236.2015.1089468] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Mobile tablet devices and applications have the potential to help type 2 diabetes patients in the self-management of their disease. However, users must be equipped with an appropriate level of digital literacy in order to use the tools and technologies effectively. This study reports from an exploratory mobile health (mHealth) pilot program that was conducted at a large, local clinic in Canberra, Australia. The research team provided digital training and support opportunities to participants as part of the longitudinal study. The aim of the research project was to examine the diverse range of participant digital literacy and how it impacted on self-management and the adoption of mHealth. Mid-study results from online surveys conducted at 2 and 5 months after enrolling 28 participants in the pilot program revealed that digital engagement is crucial to the patients' participation in mHealth activities. Support, by way of digital training, was essential to the patients' sustainable use of the devices and applications for health care.
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Affiliation(s)
- Sora Park
- a News & Media Research Center , University of Canberra
| | - Sally Burford
- a News & Media Research Center , University of Canberra
| | | | - Leif Hanlen
- c NICTA , Australian National University & University of Canberra
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13
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Zhao FF, Suhonen R, Koskinen S, Leino-Kilpi H. Theory-based self-management educational interventions on patients with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials. J Adv Nurs 2016; 73:812-833. [PMID: 27681948 DOI: 10.1111/jan.13163] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/06/2016] [Indexed: 01/19/2023]
Abstract
AIM To synthesize the effects of theory-based self-management educational interventions on patients with type 2 diabetes (T2DM) in randomized controlled trials. BACKGROUND Type 2 diabetes is a common chronic disease causing complications that put a heavy burden on society and reduce the quality of life of patients. Good self-management of diabetes can prevent complications and improve the quality of life of T2DM patients. DESIGN Systematic review with meta-analysis of randomized controlled trials following Cochrane methods. DATA RESOURCES A literature search was carried out in the MEDLINE, EMBASE, CINAHL, PSYCINFO, and Web of Science databases (1980-April 2015). REVIEW METHODS The risk of bias of these eligible studies was assessed independently by two authors using the Cochrane Collaboration's tool. The Publication bias of the main outcomes was examined. Statistical heterogeneity and random-effects model were used for meta-analysis. RESULTS Twenty studies with 5802 participants met the inclusion criteria. The interventions in the studies were based on one or more theories which mostly belong to mid-range theories. The pooled main outcomes by random-effects model showed significant improvements in HbA1c, self-efficacy, and diabetes knowledge, but not in BMI. As for quality of life, no conclusions can be drawn as the pooled outcome became the opposite with reduced heterogeneity after one study was excluded. No significant publication bias was found in the main outcomes. CONCLUSION To get theory-based interventions to produce more effects, the role of patients should be more involved and stronger and the education team should be trained beyond the primary preparation for the self-management education program.
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Affiliation(s)
- Fang-Fang Zhao
- Department of Nursing Science, Faculty of Medicine, University of Turku, Finland.,School of Nursing of Nantong University, China
| | - Riitta Suhonen
- Department of Nursing Science, Faculty of Medicine, University of Turku, Finland.,Turku University Hospital and City of Turku, Welfare Dicision, Finland
| | - Sanna Koskinen
- Department of Nursing Science, Faculty of Medicine, University of Turku, Finland
| | - Helena Leino-Kilpi
- Department of Nursing Science, Faculty of Medicine, University of Turku, Finland.,Turku University Hospital, Finland
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14
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Aujla N, Walker M, Sprigg N, Abrams K, Massey A, Vedhara K. Can illness beliefs, from the common-sense model, prospectively predict adherence to self-management behaviours? A systematic review and meta-analysis. Psychol Health 2016; 31:931-58. [PMID: 26911306 DOI: 10.1080/08870446.2016.1153640] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVE To determine whether people's beliefs about their illness, conceptualised by the common sense model (CSM), can prospectively predict adherence to self-management behaviours (including, attendance, medication, diet and exercise) in adults with acute and chronic physical illnesses. DESIGN AND MAIN OUTCOME MEASURES Electronic databases were searched in September 2014, for papers specifying the use of the 'CSM' in relation to 'self-management', 'rehabilitation' and 'adherence' in the context of physical illness. Six hundred abstracts emerged. Data from 52 relevant studies were extracted. Twenty-one studies were meta-analysed, using correlation coefficients in random effects models. The remainder were descriptively synthesised. RESULTS The effect sizes for individual illness belief domains and adherence to self-management behaviours ranged from .04 to .13, indicating very weak, predictive relationships. Further analysis revealed that predictive relationships did not differ by the: type of self-management behaviour; acute or chronic illness; or duration of follow-up. CONCLUSION Individual illness belief domains, outlined by the CSM, did not predict adherence to self-management behaviours in adults with physical illnesses. Prospective relationships, controlling for past behaviour, also did not emerge. Other factors, including patients' treatment beliefs and inter-relationships between individual illness beliefs domains, may have influenced potential associations with adherence to self-management behaviours.
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Affiliation(s)
- N Aujla
- a Division of Primary Care, University of Nottingham , Nottingham , UK.,b Division of Rehabilitation and Ageing , University of Nottingham , Nottingham , UK.,d Division of Clinical Neurosciences, Stroke , University of Nottingham , Nottingham , UK
| | - M Walker
- b Division of Rehabilitation and Ageing , University of Nottingham , Nottingham , UK
| | - N Sprigg
- d Division of Clinical Neurosciences, Stroke , University of Nottingham , Nottingham , UK
| | - K Abrams
- e Department of Health Sciences , University of Leicester , Leicester , UK
| | - A Massey
- c School of Clinical Sciences , University of Nottingham , Nottingham , UK
| | - K Vedhara
- a Division of Primary Care, University of Nottingham , Nottingham , UK
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15
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Abubakari AR, Cousins R, Thomas C, Sharma D, Naderali EK. Sociodemographic and Clinical Predictors of Self-Management among People with Poorly Controlled Type 1 and Type 2 Diabetes: The Role of Illness Perceptions and Self-Efficacy. J Diabetes Res 2016; 2016:6708164. [PMID: 26697501 PMCID: PMC4678078 DOI: 10.1155/2016/6708164] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Revised: 06/01/2015] [Accepted: 06/07/2015] [Indexed: 12/18/2022] Open
Abstract
Self-management is critical if people with diabetes are to minimise their risk of macrovascular and microvascular complications, yet adherence to self-management recommendations is suboptimal. Understanding the predictors of optimal diabetes self-management in specific populations is needed to inform effective interventions. This study investigated the role of demographic and clinical characteristics, illness perceptions, and self-efficacy in explaining adherence to self-management recommendations among people with poorly controlled diabetes in North West of England. Illness perceptions and self-efficacy data were collected using validated questionnaires and clinical data were obtained from hospital records. Correlations were used to investigate bivariate relationships between independent variables and self-management, and multiple regression techniques were used to determine demographic and psychosocial predictors of self-management. Various demographic and clinical characteristics were associated with adherence to self-management recommendations. In particular, employment status explained 11% of the variation in adherence to foot care whilst diabetes treatment category explained 9% of exercise and 21% of the variations in SMBG recommendations. Also, 22% and 8% of the variations in overall self-management were explained by illness perceptions and self-efficacy beliefs, respectively. Illness perceptions and self-efficacy beliefs of people with poorly controlled diabetes are important predictors of their self-management behaviours and could potentially guide effective interventions.
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Affiliation(s)
- Abdul-Razak Abubakari
- School of Health and Life Sciences, Glasgow Caledonian University London, London E1 6PX, UK
- *Abdul-Razak Abubakari:
| | | | - Cecil Thomas
- Diabetes and Endocrinology Department, Aintree University Teaching Hospital, Liverpool L9 7AL, UK
| | - Dushyant Sharma
- Diabetes and Endocrinology Department, Royal Liverpool University Hospital, Liverpool L7 8XP, UK
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