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Li D, Pan E, Sun Z, Wen J, Su M, Wu M, Su J, Zhou J, Fan H, Shen C. Associations between perceived care quality, self-care behaviors, and glycemic control in Chinese adults with type 2 diabetes under the national essential public health services program. BMC Public Health 2024; 24:1964. [PMID: 39044169 PMCID: PMC11265356 DOI: 10.1186/s12889-024-19538-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Accepted: 07/19/2024] [Indexed: 07/25/2024] Open
Abstract
BACKGROUND The rising prevalence of Type 2 diabetes (T2D) in China poses a critical health challenge, necessitating effective management strategies. The National Essential Public Health Services Program (NEPHSP), initiated in 2009, focuses on equitable access to health services, including T2D management. This study investigates the associations between perceived care quality, self-care behaviors, and glycemic control in Chinese adults with T2D under NEPHSP, particularly examining the mediating role of self-care behaviors. METHODS Conducted from April to November 2020 in Huai'an City, Jiangsu Province, this study involved 1,577 T2D patients enrolled in NEPHSP. We assessed perceived care quality using the Patient Assessment of Chronic Illness Care (PACIC) scale and developed a comprehensive self-care behavior score, covering nine essential health practices. Glycemic control was evaluated using HbA1c levels. Linear regression models were used to explore these associations, adjusting for demographic and clinical factors, while causal mediation analyses examined the role of intermediate variables. RESULTS Higher PACIC scores significantly correlated with improved self-care behaviors (β = 0.294, 95% CI: 0.233 to 0.354) and were negatively associated with HbA1c levels (β=-0.109, 95% CI: -0.192 to -0.026). The self-care behavior score inversely related to HbA1c levels (β=-0.197, 95% CI: -0.263 to -0.132). Notably, self-care behaviors mediated 50.41% (P < 0.05) of the effect of perceived care quality on HbA1c levels. CONCLUSIONS This study demonstrates a substantial association between perceived care quality and better glycemic control in Chinese adults with T2D under NEPHSP, with self-care behaviors playing a crucial mediating role. These findings suggest that patient-centered care and comprehensive self-care practices are essential for effective T2D management within NEPHSP.
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Affiliation(s)
- Dianjiang Li
- Department of Social Medicine and Health Education, School of Public Health, Nanjing Medical University, Nanjing, China.
| | - Enchun Pan
- Department of Chronic Disease Prevention and Control, Huai'an City Center for Disease Control and Prevention, Huai'an, China
| | - Zhongming Sun
- Department of Chronic Disease Prevention and Control, Huai'an City Center for Disease Control and Prevention, Huai'an, China
| | - Jinbo Wen
- Department of Chronic Disease Prevention and Control, Huai'an City Center for Disease Control and Prevention, Huai'an, China
| | - Ming Su
- Huai'an District Center for Disease Control and Prevention, Huai'an, China
| | - Ming Wu
- Department of Chronic Disease Prevention and Control, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, China
| | - Jian Su
- Department of Chronic Disease Prevention and Control, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, China
| | - Jinyi Zhou
- Department of Chronic Disease Prevention and Control, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, China
| | - Hong Fan
- Department of Social Medicine and Health Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Chong Shen
- Department of Social Medicine and Health Education, School of Public Health, Nanjing Medical University, Nanjing, China
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Gonzalez JS, Hoogendoorn CJ, Schechter CB, Pappalardo L, Fernandez Galvis MA, Linnell J, Pham-Singer H, Walker EA, Wu WY. Outcomes of New York City Care Calls: A Prospective Randomized Controlled Effectiveness Trial of Telephone-Delivered Type 2 Diabetes Self-Management Support. Sci Diabetes Self Manag Care 2024; 50:235-249. [PMID: 38726912 DOI: 10.1177/26350106241245641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
Abstract
PURPOSE The purpose of the 12-month randomized controlled trial was to evaluate the effectiveness of a Telephonic Self-Management Support (T-SMS) program among adults with type 2 diabetes (T2D). METHODS Eight hundred twelve adults with T2D participated in NYC Care Calls (mean age = 59.2, SD = 10.8; female = 57%; mean A1C = 9.3, SD = 1.8; Latino = 86%) and were randomly assigned to T-SMS or enhanced usual care (EUC). A1C (primary outcome), blood pressure, and body mass index (secondary outcomes) were extracted from electronic medical records. Secondary patient-reported outcomes, including depressive symptoms, diabetes distress, medication adherence, and self-management activities, were assessed by telephone in English or Spanish. For T-SMS, the number of assigned phone calls was based on baseline A1C, depressive symptoms, and/or diabetes distress. Analyses were conducted under the intention-to-treat principle. RESULTS A1C decreased over 12 months in both T-SMS (0.72% percentage points; 95% CI, 0.53-0.91) and EUC (0.66% percentage points; 95% CI, 0.46-0.85; Ps < .001). Diabetes distress and self-management also improved over time in both arms (Ps < .05). Compared to EUC, participants in the T-SMS arm did not differ in outcomes. CONCLUSIONS The T-SMS and EUC groups were found not to have an appreciable outcome difference. It is unclear whether improvements in A1C across both conditions represent a secular trend or indicate that print-based educational intervention may have a positive impact on self-management and well-being.
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Affiliation(s)
- Jeffrey S Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, New York
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, New York
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
- New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, New York
| | - Claire J Hoogendoorn
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, New York
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, New York
| | - Clyde B Schechter
- New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, New York
- Department of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, New York
| | - Lindsey Pappalardo
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, New York
| | | | - Jill Linnell
- New York City Department of Health and Mental Hygiene, Long Island City, New York
| | - Hang Pham-Singer
- New York City Department of Health and Mental Hygiene, Long Island City, New York
| | - Elizabeth A Walker
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, New York
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
- New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, New York
| | - Winfred Y Wu
- New York City Department of Health and Mental Hygiene, Long Island City, New York
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Crespo-Ramos G, Bebu I, Krause-Steinrauf H, Hoogendoorn CJ, Fang R, Ehrmann D, Presley C, Naik AD, Katona A, Walker EA, Cherrington A, Gonzalez JS. Emotional distress and cardiovascular disease risk among participants enrolled in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness (GRADE) study. Diabetes Res Clin Pract 2023; 203:110808. [PMID: 37394014 PMCID: PMC10592312 DOI: 10.1016/j.diabres.2023.110808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 06/06/2023] [Accepted: 06/26/2023] [Indexed: 07/04/2023]
Abstract
AIMS People with type 2 diabetes (T2DM) have an increased risk of cardiovascular disease (CVD). We examined depressive symptoms (DS) and diabetes distress (DD) in relation to the estimated 10-year risk of CVD in adults with T2DM enrolled in the GRADE Emotional Distress Substudy. METHODS Linear regression models examined the associations of baseline DS and DD with estimated 10-year risk of CVD using the Atherosclerotic Cardiovascular Disease (ASCVD) risk score, adjusting for age, sex, race/ethnicity, education, income, diabetes duration, diabetes-related complications, and HbA1c. RESULTS A total of 1,605 GRADE participants were included: 54% Non-Latino (NL) White, 18% Latino, 19% NL-Black, 66% male, mean age 57.5 (SD = 10.25) years, diabetes duration 4.2 (SD = 2.8) years, and HbA1c 7.5% (SD = 0.5%). After incorporating covariates, only DS, especially cognitive-affective symptoms, were associated with ASCVD risk (estimate = 0.15 [95% CI: 0.04, 0.025], p = 0.006). Higher DS remained significantly associated with higher ASCVD risk when adding DD to covariates (estimate = 0.19 [95% CI: 0.07, 0.30], p = 0.002). DD was not associated with ASCVD risk when accounting for covariates. CONCLUSIONS Depressive symptoms, particularly cognitive-affective symptoms, are associated with increased 10-year predicted ASCVD risk among adults with early T2DM. Diabetes distress is not significantly associated with the predicted ASCVD risk when accounting for covariates.
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Affiliation(s)
- Gladys Crespo-Ramos
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Ionut Bebu
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD, USA
| | - Heidi Krause-Steinrauf
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD, USA
| | | | - Ran Fang
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA
| | - Dominic Ehrmann
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany; Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany
| | - Caroline Presley
- Department of Medicine (General Internal and Preventive Medicine) University of Alabama, Birmingham, Birmingham, AL, USA
| | - Aanand D Naik
- School of Public Health, University of Texas Health Science Center, Houston, TX, USA
| | | | - Elizabeth A Walker
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Andrea Cherrington
- Department of Medicine (General Internal and Preventive Medicine) University of Alabama, Birmingham, Birmingham, AL, USA
| | - Jeffrey S Gonzalez
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA; Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA; Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA; New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY, USA.
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Gonzalez JS, Krause-Steinrauf H, Bebu I, Crespo-Ramos G, Hoogendoorn CJ, Naik AD, Waltje A, Walker E, Ehrmann D, Brown-Friday J, Cherrington A. Emotional distress, self-management, and glycemic control among participants enrolled in the glycemia reduction approaches in diabetes: A comparative effectiveness (GRADE) study. Diabetes Res Clin Pract 2023; 196:110229. [PMID: 36549506 PMCID: PMC9974790 DOI: 10.1016/j.diabres.2022.110229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/08/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVE We examined emotional distress in relation to metformin adherence, overall diabetes self-management, and glycemic control among adults with early type 2 diabetes (T2DM) enrolled in the GRADE study. METHODS Linear regression models examined cross-sectional associations of baseline depression symptoms and diabetes distress with adherence to metformin, self-management, and HbA1c, adjusting for covariates. Cognitive-affective (e.g., sadness) and somatic (e.g., sleep/appetite disturbance) depression symptoms and diabetes distress subscales were also examined. RESULTS This substudy of 1,739 GRADE participants (56 % Non-Hispanic White, 18 % Non-Hispanic Black, 17 % Hispanic, 68 % male, mean[SD] age = 57.96[10.22] years, diabetes duration = 4.21[2.81] years, and HbA1c = 7.51[0.48]) found that the prevalence of clinically significant depression and diabetes distress was 8.7 % and 25 %, respectively. Fully adjusted models showed that depression symptoms were associated with lower self-management (p < 0.0001); this effect was only significant for somatic symptoms. Diabetes distress was associated with lower adherence (p = 0.0001) and self-management (p < 0.0001); effects were significant for all subscales, except physician-related distress. No significant relationships of total depression symptom severity or diabetes distress with HbA1c were found. CONCLUSIONS Depression symptoms and diabetes distress were robustly associated with problematic diabetes self-management among participants in GRADE. These findings highlight the need for routine assessment of depression symptoms and diabetes distress early in T2DM care.
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Affiliation(s)
- Jeffrey S Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA; Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA; Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA; New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY, USA.
| | - Heidi Krause-Steinrauf
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD, USA
| | - Ionut Bebu
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD, USA
| | - Gladys Crespo-Ramos
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Claire J Hoogendoorn
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA; Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Aanand D Naik
- School of Public Health, University of Texas Health Science Center, Houston, TX, USA
| | | | - Elizabeth Walker
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA; Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA; New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Dominic Ehrmann
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
| | - Janet Brown-Friday
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Andrea Cherrington
- Department of Medicine (General Internal and Preventive Medicine), University of Alabama, Birmingham, Birmingham, AL, USA
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Silverman JM, Zhu CW, Schmeidler J, Lee PG, Alexander NB, Guerrero-Berroa E, Beeri MS, West RK, Sano M, Nabozny M, Karran M. Does computerized cognitive training improve diabetes self-management and cognition? A randomized control trial of middle-aged and older veterans with type 2 diabetes. Diabetes Res Clin Pract 2023; 195:110149. [PMID: 36427629 PMCID: PMC9908839 DOI: 10.1016/j.diabres.2022.110149] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 08/17/2022] [Accepted: 11/06/2022] [Indexed: 11/23/2022]
Abstract
AIMS This randomized control trial compared an adaptive computerized cognitive training intervention with a non-adaptive version. The primary hypothesis predicted better diabetes self-management in type 2 diabetes patients at 6 months post-intervention than baseline in the adaptive arm, with seven secondary outcomes. METHODS Intent-to-treat analysis of veterans without dementia aged 55+ from the Bronx, NY and Ann Arbor, MI (N = 90/per arm) used linear mixed model analyses. RESULTS Contrary to the hypothesis, only memory showed more improvement in the adaptive arm (p < 0.01). Post-hoc analyses combined the two arms; self-management improved at six-months post-intervention (p < 0.001). Memory, executive functions/attention, prospective memory, diastolic blood pressure, and systolic blood pressure improved (p < 0.05); hemoglobin A1c and medication adherence did not improve significantly. CONCLUSIONS The adaptive computerized cognitive training was not substantially better than non-adaptive, but may improve memory. Post-hoc results for the combined arms suggest computer-related activities may improve diabetes self-management and other outcomes for middle-aged and older patients with type 2 diabetes. Practice effects or awareness of being studied cannot be ruled out.
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Affiliation(s)
- Jeremy M Silverman
- Research & Development, James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Carolyn W Zhu
- Brookdale Department of Geriatrics & Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Geriatric Research, Education, and Clinical Center (GRECC), James J. Peters VA Medical Center, Bronx, NY, USA
| | - James Schmeidler
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Pearl G Lee
- Veterans Affairs Ann Arbor Geriatric Research Education and Clinical Center, Veterans Affairs Ann Arbor Health Care System, Ann Arbor, MI, USA; Department of Internal Medicine and Division of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Neil B Alexander
- Veterans Affairs Ann Arbor Geriatric Research Education and Clinical Center, Veterans Affairs Ann Arbor Health Care System, Ann Arbor, MI, USA; Department of Internal Medicine and Division of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Elizabeth Guerrero-Berroa
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Psychology, Lehman College, City University of New York, Bronx, NY, USA
| | - Michal S Beeri
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Joseph Sagol Neuroscience Center, Sheba Medical Center, Ramat Gan, Israel
| | - Rebecca K West
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mary Sano
- Research & Development, James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Martina Nabozny
- Veterans Affairs Ann Arbor Geriatric Research Education and Clinical Center, Veterans Affairs Ann Arbor Health Care System, Ann Arbor, MI, USA; Department of Internal Medicine and Division of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Martha Karran
- Research & Development, James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
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Segal J, DeGrazia R, Pitts S, Brown K, Taualii M. Comprehensive Diabetes Assessment Instrument for Patients With Type 2 Diabetes. J Prim Care Community Health 2023; 14:21501319231204590. [PMID: 37981732 PMCID: PMC10658767 DOI: 10.1177/21501319231204590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 08/17/2023] [Accepted: 09/13/2023] [Indexed: 11/21/2023] Open
Abstract
AIMS There is a paucity of efficient processes for collecting information in a primary care setting to connect patients afflicted with type 2 diabetes to valuable resources. The objective of this research project was to develop a Comprehensive Diabetes Assessment (CDA) instrument which could be used to assess patients' barriers to best outcomes. METHODS We reviewed published literature and online compilations for validated tools assessing threats to optimal diabetes self-management. We conducted focus groups with patients, clinicians, and service providers who provided feedback on the tools' appropriateness and feasibility. We aggregated the favored tools and did cognitive testing with patients to assess understanding and affective response to the instrument. RESULTS Five focus groups involved varied stakeholders in Baltimore, MD and Honolulu, HI. We presented 2 tools assessing knowledge barriers, 3 tools assessing psychological barriers, 4 tools assessing literacy, and 1 numeracy. The final instrument included 6 multi-part items and takes 3 minutes to complete. Cognitive interviewing with 8 patients in Baltimore and 8 in Hawaii confirmed that the instrument is understandable, quick to complete, and is acceptable to patients. CONCLUSIONS Because of the complexity of self-management of diabetes, we suggest that this CDA instrument, plus a social needs assessment, should be administered at least annually and at times of clinical deterioration. We anticipate the instrument will be proven valuable in connecting patients to services from which they will benefit.
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Affiliation(s)
- Jodi Segal
- John Hopkins University School of Medicine, Baltimore, MD, USA
| | - Robert DeGrazia
- John Hopkins University School of Medicine, Baltimore, MD, USA
- Virginia Commonwealth University Medical Center North Hospital, Richmond, VA, USA
| | - Samantha Pitts
- John Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kristal Brown
- John Hopkins University School of Medicine, Baltimore, MD, USA
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Cultural adaptation and validation of the Malay Chronic Kidney Disease Self-management instrument (MCKD-SM). BMC Nephrol 2022; 23:384. [PMID: 36457069 PMCID: PMC9716702 DOI: 10.1186/s12882-022-03016-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Accepted: 11/24/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND There is growing evidence that self-management behaviour can improve outcomes for patients with chronic kidney disease (CKD). However, no measures are available in Malay to effectively assess the self-management of CKD. The aim of this study was to translate, culturally adapt and validate the Malay Chronic Kidney Disease Self-Management (MCKD-SM) instrument for Malay-speaking health professionals and patients. METHODS This study was carried out in two phases: the translation and cultural adaptation phase and the validation phase. The instrument was translated from English to Malay and then adapted and validated in a sample of 337 patients with CKD stages 3-4 attending a nephrology clinic in a tertiary hospital in Malaysia. Structural validity was evaluated by exploratory factor analysis. The instrument's reliability was assessed by internal consistency and test-retest reliability. The correlations between the MCKD-SM and kidney disease knowledge and the MCKD-SM and self-efficacy were hypothesised a priori and investigated. RESULTS The MCKD-SM instrument has 29 items grouped into three factors: 'Understanding and Managing My CKD', 'Seeking Support' and 'Adherence to Recommended Regimen'. The three factors accounted for 56.3% of the total variance. Each factor showed acceptable internal reliability, with Cronbach's α from 0.885 to 0.960. The two-week intra-rater test-retest reliability intraclass correlation coefficient values for all items ranged between 0.938 and 1.000. The MCKD-SM scores significantly correlated with kidney disease knowledge (r = 0.366, p < 0.01) and self-efficacy (r = 0.212, p < 0.01). CONCLUSION The MCKD-SM was found to be a valid and reliable patient-reported outcome measure of pre-dialysis CKD self-management behaviour in the Malay-speaking population.
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Padda J, Khalid K, Zubair U, Al Hennawi H, Khedr A, Patel V, Cooper AC, Jean-Charles G. Significance of Educational Literature and Diabetes Log Sheet on Hemoglobin A1c. Cureus 2022; 14:e21667. [PMID: 35233335 PMCID: PMC8882019 DOI: 10.7759/cureus.21667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/27/2022] [Indexed: 11/09/2022] Open
Abstract
Diabetes mellitus (DM) is a major cause of morbidity worldwide. The prevalence of DM has doubled over the last 35 years and is escalating. Various complications and manifestations of diabetes have caused numerous deaths worldwide, with numbers increasing every year. There have been many advances and breakthroughs over the past decade in the management of DM. The major focus of many research studies has been to evaluate effective medication combinations, preventative measures, and the way to control such morbid conditions. Our focus in this review is to discuss specific secondary prevention techniques with the diabetes log sheet and educational literature on its effectiveness in controlling diabetes. Hemoglobin A1c (HbA1c) has been accepted as a diabetes control measure in many resources worldwide. Here, we have assessed articles on the effectiveness of the diabetes log sheet and educational literature on HbA1c levels. We will begin with a few key points to acknowledge diabetes initially, followed by discussing the effectiveness of the diabetes log sheet and literature on HbA1c.
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Yao Z, Zhang B, Ni Z, Ma F. What users seek and share in online diabetes communities: examining similarities and differences in expressions and themes. ASLIB J INFORM MANAG 2021. [DOI: 10.1108/ajim-08-2021-0214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeThis paper aims to investigate user health information seeking and sharing patterns and content in an online diabetes community and explore the similarities and differences in the ways and themes they expressed.Design/methodology/approachMultiple methods are applied to analyze the expressions and themes that users seek and share based on large-scale text data in an online diabetes community. First, a text classifier using deep learning method is performed based on the expression category this study developed. Second, statistical and social network analyses are used to measure the popularity and compare differences between expressions. Third, topic modeling, manual coding and similarity analysis are used to mining topics and thematic similarity between seeking and sharing threads.FindingsThere are four different ways users seek and share in online health communities (OHCs) including informational seeking, situational seeking, objective information sharing and experiential information sharing. The results indicate that threads with self-disclosure could receive more replies and attract more users to contribute. This study also examines the 10 topics that were discussed for information seeking and 14 topics for information sharing. They shared three discussion themes: self-management, medication and symptoms. Information about symptoms can be largely matched between seeking and sharing threads while there is less overlap in self-management and medication categories.Originality/valueBeing different from previous studies that mainly describe one type of health information behavior, this paper analyzes user health information seeking and sharing behaviors in OHCs and investigates whether there is a correspondence or discrepancy between expressions and information users spontaneously seek and share in OHCs.
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Lamb KE, Crawford D, Thornton LE, Shariful Islam SM, Maddison R, Ball K. Educational differences in diabetes and diabetes self-management behaviours in WHO SAGE countries. BMC Public Health 2021; 21:2108. [PMID: 34789208 PMCID: PMC8597224 DOI: 10.1186/s12889-021-12131-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 10/29/2021] [Indexed: 12/03/2022] Open
Abstract
Background Diabetes mellitus represents a substantial global health challenge, with prevalence rising in low- and middle-income countries (LMICs). Although diabetes is known to follow a socioeconomic gradient, patterns in LMICs are unclear. This study examined associations between education and diabetes, and diabetes self-management behaviours, in six LMICs. Methods Cross-sectional data for 31,780 participants from China, Ghana, India, Mexico, Russia, and South Africa from the World Health Organization Study on Global AGEing and adult health (SAGE) study were used. Participants aged ≥50 years completed face-to-face interviews between 2007 and 2010. Participants self-reported diabetes diagnosis, physical activity, sedentary time, fruit and vegetable consumption, any special diet/program for diabetes, whether they were taking insulin for diabetes and number of years of education. Height, weight, waist, and hip circumference were measured. Country-specific survey-weighted log-binomial regression models were fitted to examine associations between the number of years of education and self-reported diabetes diagnosis (primary analysis). In secondary analyses, among those with a self-reported diabetes diagnosis, generalised linear regression models were fitted to examine associations between education and i) physical activity, ii) sedentary time, iii) fruit and vegetable consumption, iv) special diet for diabetes, v) taking insulin, vi) BMI, vii) waist circumference and viii) hip circumference. Results There was strong evidence of an association between years of education and diabetes diagnosis in Ghana (RR = 1.09, 95% CI: 1.06–1.13) and India (RR = 1.09, 95% CI: 1.07–1.12) only. In India, greater years of education was associated with higher leisure physical activity, fruit and vegetable intake, rates following a special diet or taking insulin, but also higher mean BMI, waist and hip circumference. Relationships between education and self-management behaviours were rarely seen in the other countries. Conclusions Associations between education and diabetes, and behavioural self-management (India only) was more evident in the two least developed (Ghana and India) of the WHO SAGE countries, indicating increasing diabetes diagnosis with greater numbers of years of education. The lack of gradients elsewhere may reflect shifting risk from higher to lower educated populations. While there was some suggestion that self-management behaviours were greater with increased education in India, this was not observed in the other countries. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-021-12131-7.
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Affiliation(s)
- Karen E Lamb
- Deakin University, Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Geelong, Australia. .,Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, VIC, Australia. .,Melbourne School of Population and Global Health, The University of Melbourne, Parkville, VIC, Australia.
| | - David Crawford
- Deakin University, Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Geelong, Australia
| | - Lukar E Thornton
- Deakin University, Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Geelong, Australia
| | - Sheikh M Shariful Islam
- Deakin University, Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Geelong, Australia
| | - Ralph Maddison
- Deakin University, Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Geelong, Australia
| | - Kylie Ball
- Deakin University, Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Geelong, Australia.
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11
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Momeni H, Salehi A, Absalan A, Akbari M. Hydro-alcoholic extract of Morus nigra reduces fasting blood glucose and HbA1c% in diabetic patients, probably via competitive and allosteric interaction with alpha-glucosidase enzyme; a clinical trial and in silico analysis. JOURNAL OF COMPLEMENTARY & INTEGRATIVE MEDICINE 2021; 19:763-769. [PMID: 33946137 DOI: 10.1515/jcim-2021-0005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 02/07/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVES 1-Deoxynojirimycin (1-DNJ), the main active component found in Morus nigra (black mulberry) is reported to be effective in controlling diabetes. We have evaluated the effect of hydro-alcoholic extract of M. nigra leaves on the fasting blood glucose (FBS) and hemoglobin A1c% (HbA1c%) in diabetic patients. Furthermore, we compared the interaction of 1-DNJ and glucose molecules with the alpha-glucosidase enzyme, which has a critical role in the lysis of glucose-based polymers in human cells. METHODS 4% hydro-alcoholic extract was prepared from black mulberry leaves. Patients in treatment (n=50) and control (n=50) groups received 3 mL extract or placebo in water, respectively, and three times a day. Fasting blood glucose and HbA1c% were evaluated before and after three months of evaluation. Potential binding sites of 1-DNJ or glucose on the enzyme glucosidase found by docking study. Docking scores were obtained using an energy minimization method by Molegro Virtual Docker software. The Mean ± SD of each variable was compared between groups at the 95% significant level. RESULTS Age mean ± SD was equal to 54.79 ± 9.203 (38-69) years. There was no significant difference between intervention and placebo groups considering FBS (p=0.633) but was for HbA1c% (p=0.0011), before treatment. After three months, both FBS and HbA1c% were significantly reduced in patients under mulberry leaves extract-treatment. FBS changed was from 182.23 ± 38.65 to 161.23 ± 22.14 mg/dL in treatment group (p<0.001) and from 178.45 ± 39.46 to 166.23 ± 29.64 mg/dL in control group (p<0.001). HbA1c was changed from 7.23 ± 0.25 to 6.13 ± 0.61% in treatment group (p<0.001) and from 7.65 ± 0.85 to 7.12 ± 0.33% in control group (p=0.854). Docking results showed that 1-DNJ binds more efficiently, and with a significant score than glucose, to human alpha-glucosidase. CONCLUSIONS This clinical trial and virtual analysis showed that a hydro-alcoholic extract of black mulberry (M. nigra) leaf may be efficient in reducing the blood glucose and HbA1c% in diabetic patients. Furthermore, docking studies propose a competitive and allosteric regulation for herbal ingredients. Drug-development could be based on the presented idea in this report.
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Affiliation(s)
- Hamid Momeni
- Department of Nursing, Khomein University of Medical Sciences, Khomein, Iran
| | - Ashraf Salehi
- Department of Nursing, Khomein University of Medical Sciences, Khomein, Iran
| | - Abdorrahim Absalan
- Department of Medical Laboratory Sciences, Khomein University of Medical Sciences, Khomein, Iran
| | - Mehran Akbari
- Department of Nursing, Khomein University of Medical Sciences, Khomein, Iran
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12
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Gonzalez JS, Hoogendoorn CJ, Linnell J, Fishman S, Jonas V, Pham-Singer H, Schechter CB, Walker EA, Wu WY. Design and methods of NYC care calls: An effectiveness trial of telephone-delivered type 2 diabetes self-management support. Contemp Clin Trials 2020; 98:106166. [PMID: 33022367 DOI: 10.1016/j.cct.2020.106166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 09/28/2020] [Accepted: 10/01/2020] [Indexed: 10/23/2022]
Abstract
Although problems with type 2 diabetes (T2D) self-management and treatment adherence often co-occur with emotional distress, few translatable intervention approaches are available that can target these related problems in primary care practice settings. The New York City (NYC) Care Calls study is a randomized controlled trial that tests the effectiveness of structured support for diabetes self-management and distress management, delivered via telephone by health educators, in improving glycemic control, self-management and emotional well-being among predominantly ethnic minority and socioeconomically disadvantaged adults with suboptimally controlled T2D. English- and Spanish-speaking adults treated for T2D in NYC primary care practices were recruited based on having an A1C ≥ 7.5% despite being prescribed medications for diabetes. Participants (N = 812) were randomly assigned to a telephonic intervention condition with a stepped protocol of 6-12 phone calls over 1 year, delivered by a health educator, or to a comparison condition of enhanced usual care. The primary outcome is change in A1C over one year, measured at baseline and again approximately 6- and 12-months later. Secondary outcomes measured on the same schedule include blood pressure, patient-reported emotional distress, treatment adherence and self-management behaviors. A comprehensive effectiveness evaluation is guided by the RE-AIM framework (Reach, Effectiveness, Adoption, Implementation, Maintenance) to gather data that can inform dissemination and implementation of the intervention, if successful. This paper describes the study rationale, trial design, and methodology.
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Affiliation(s)
- Jeffrey S Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA; Departments of Medicine (Endocrinology) and Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY, USA; The Fleischer Institute for Diabetes and Metabolism, Albert Einstein College of Medicine, Bronx, NY, USA.
| | | | - Jill Linnell
- New York City Department of Health and Mental Hygiene, Long Island City, NY, USA
| | - Sarah Fishman
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA
| | - Victoria Jonas
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA
| | - Hang Pham-Singer
- New York City Department of Health and Mental Hygiene, Long Island City, NY, USA
| | - Clyde B Schechter
- Department of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Elizabeth A Walker
- Departments of Medicine (Endocrinology) and Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Winfred Y Wu
- New York City Department of Health and Mental Hygiene, Long Island City, NY, USA
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13
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Karran M, Guerrero-Berroa E, Schmeidler J, Lee PG, Alexander N, Nabozny M, West RK, Beeri MS, Sano M, Silverman JM. Recruitment of Older Veterans with Diabetes Risk for Alzheimer's Disease for a Randomized Clinical Trial of Computerized Cognitive Training. J Alzheimers Dis 2020; 69:401-411. [PMID: 31006684 DOI: 10.3233/jad-180952] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND Type 2 diabetes mellitus (T2DM) is prevalent in the general United States population, and in the veteran population. T2DM has consistently been linked to increased risk for cognitive impairment, dementia, and Alzheimer's disease. Computerized cognitive training (CCT) is practical and inexpensive cognitive interventions that is an alternative to medication. OBJECTIVE To report the recruitment methods and challenges to date in an ongoing two-site randomized controlled trial (RCT) of CCT on cognitive function and T2DM management in an older non-demented veteran population. METHODS Veterans are recruited primarily by targeted mailings or by direct contact at clinics and presentations. RESULTS From 1,459 original contacts, 437 expressed initial interest, 111 provided informed consent, and 97 completed baseline assessments. Participants from the two VA Medical Centers differed in demographics and baseline characteristics. Comparing recruitment methods, the proportion of individuals contacted who were ultimately consented was significantly less from mailings (5%) than other sources (20%), primarily face- to-face clinic visits (χ2 (1) = 38.331, p < 0.001). CONCLUSIONS Mailings are cost-effective, but direct contact improved recruitment. Not using or lacking access to computers and ineligibility were major reasons for non-participation. Within-site comparisons of demographically diverse sites can address confounding of demographic and other site differences.
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Affiliation(s)
- Martha Karran
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
| | - Elizabeth Guerrero-Berroa
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA.,Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Lehman College, City University of New York, Bronx, NY, USA
| | | | - Pearl G Lee
- University of Michigan, Ann Arbor, MI, USA.,Geriatric Research Education and Clinical Center, Veterans Affairs Ann Arbor Health Care System, Ann Arbor, MI, USA
| | - Neil Alexander
- University of Michigan, Ann Arbor, MI, USA.,Geriatric Research Education and Clinical Center, Veterans Affairs Ann Arbor Health Care System, Ann Arbor, MI, USA
| | - Martina Nabozny
- University of Michigan, Ann Arbor, MI, USA.,Geriatric Research Education and Clinical Center, Veterans Affairs Ann Arbor Health Care System, Ann Arbor, MI, USA
| | - Rebecca K West
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Mary Sano
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA.,Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jeremy M Silverman
- James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA.,James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
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14
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Rusdiana R, Savira M, Widjaja SS, Ardinata D. The Effect of Health Education on Control Glycemic at Type 2 Diabetes Mellitus Patients. Open Access Maced J Med Sci 2020. [DOI: 10.3889/oamjms.2020.3371] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
AIM: The aim of this study was to evaluate the effect of short-term education on glycemic control (glycated hemoglobin [HbA1c] and fasting blood sugar [FBS]) among type 2 diabetes mellitus patients attending to primary health care (PHC) in Medan Johor of North Sumatera, Indonesia.
METHODS: The study was performed on type 2 diabetes mellitus patients in Johor PHC, Medan of North Sumatera, on 40 patients with type 2 diabetes mellitus. We took the samples of all the patients of type 2 diabetes mellitus who attend PHC in Medan Johor. The patients received for 3 months intervention by education. An educational course of diabetes together with exercise training and nutritional education was designed for the study population in order to increase the patients’ knowledge and attitude toward diabetes and to increase their participation in the self-monitoring of glycemic control. Samples of FBS and HbA1c were recorded for each patient at the time of the baseline survey, then health education was conducted to the diabetic patients of both sexes attending PHC. The patients received standard advice on diet management and variation about activity. We put HbA1c <6.5% as cut limit for the control of diabetes mellitus.
RESULTS: All 40 type 2 diabetes patients completed the educational course. The mean of age of the samples is 62.53 years old, the mean of body mass index was 24.81 kg/m, and the mean of waist size was 92.15 cm. Before the education, the mean of FBS level was 238.83 mg/dl and the mean of Hba1c value is 8.90%. After education, the FBS was 216.88 mg/dl, the mean of HbA1c value was 8.74%.
CONCLUSION: The effect of health education in Johor Public Health Care Medan city reduced glycemic control (FBS) in type 2 diabetes mellitus patients, North Sumatera, Indonesia.
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15
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Silverman JM, Schmeidler J, Lee PG, Alexander NB, Beeri MS, Guerrero-Berroa E, West RK, Sano M, Nabozny M, Rodriguez Alvarez C. Associations of hemoglobin A1c with cognition reduced for long diabetes duration. ALZHEIMERS & DEMENTIA-TRANSLATIONAL RESEARCH & CLINICAL INTERVENTIONS 2020; 5:926-932. [PMID: 31890856 PMCID: PMC6926347 DOI: 10.1016/j.trci.2019.11.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Introduction Associations of some risk factors with poor cognition, identified prior to age 75, are reduced or reversed in very old age. The Protected Survivor Model predicts this interaction due to enhanced survival of those with extended risk factor duration. In a younger sample, this study examines the association of cognition with the mean hemoglobin A1c risk factor over the time at risk, according to its duration. Methods The interaction of mean hemoglobin A1c (average = 9.8%), evaluated over duration (average = 116.8 months), was examined for overall cognition and three cognitive domains in a sample of 150 “young-old” veterans (mean age = 70) with type 2 diabetes. Results The predicted interactions were significant for overall cognition and attention, but not executive functions/language and memory. Discussion Findings extend the Protected Survivor Model to a “young-old” sample, from the very old. This model suggests focusing on individuals with good cognition despite prolonged high risk when seeking protective factors.
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Affiliation(s)
- Jeremy M. Silverman
- Research & Development, James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Corresponding author. Tel.: (718) 584-9000 x 1700; Fax: (718) 562-9120.
| | - James Schmeidler
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Pearl G. Lee
- Department of Internal Medicine and Division of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, MI, USA
- Veterans Affairs Ann Arbor Geriatric Research Education and Clinical Center, Veterans Affairs Ann Arbor Health Care System, Ann Arbor, MI, USA
| | - Neil B. Alexander
- Department of Internal Medicine and Division of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, MI, USA
- Veterans Affairs Ann Arbor Geriatric Research Education and Clinical Center, Veterans Affairs Ann Arbor Health Care System, Ann Arbor, MI, USA
| | - Michal Schnaider Beeri
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Joseph Sagol Neuroscience Center, Sheba Medical Center, Ramat Gan, Israel
| | - Elizabeth Guerrero-Berroa
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychology, Lehman College, City University of New York, Bronx, NY, USA
| | - Rebecca K. West
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mary Sano
- Research & Development, James J. Peters Veterans Affairs Medical Center, Bronx, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Martina Nabozny
- Department of Internal Medicine and Division of Geriatric and Palliative Medicine, University of Michigan, Ann Arbor, MI, USA
- Veterans Affairs Ann Arbor Geriatric Research Education and Clinical Center, Veterans Affairs Ann Arbor Health Care System, Ann Arbor, MI, USA
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Lawrenson JG, Graham-Rowe E, Lorencatto F, Rice S, Bunce C, Francis JJ, Burr JM, Aluko P, Vale L, Peto T, Presseau J, Ivers NM, Grimshaw JM. What works to increase attendance for diabetic retinopathy screening? An evidence synthesis and economic analysis. Health Technol Assess 2019; 22:1-160. [PMID: 29855423 DOI: 10.3310/hta22290] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Diabetic retinopathy screening (DRS) is effective but uptake is suboptimal. OBJECTIVES To determine the effectiveness of quality improvement (QI) interventions for DRS attendance; describe the interventions in terms of QI components and behaviour change techniques (BCTs); identify theoretical determinants of attendance; investigate coherence between BCTs identified in interventions and determinants of attendance; and determine the cost-effectiveness of QI components and BCTs for improving DRS. DATA SOURCES AND REVIEW METHODS Phase 1 - systematic review of randomised controlled trials (RCTs) evaluating interventions to increase DRS attendance (The Cochrane Library, MEDLINE, EMBASE and trials registers to February 2017) and coding intervention content to classify QI components and BCTs. Phase 2 - review of studies reporting factors influencing attendance, coded to theoretical domains (MEDLINE, EMBASE, PsycINFO and sources of grey literature to March 2016). Phase 3 - mapping BCTs (phase 1) to theoretical domains (phase 2) and an economic evaluation to determine the cost-effectiveness of BCTs or QI components. RESULTS Phase 1 - 7277 studies were screened, of which 66 RCTs were included in the review. Interventions were multifaceted and targeted patients, health-care professionals (HCPs) or health-care systems. Overall, interventions increased DRS attendance by 12% [risk difference (RD) 0.12, 95% confidence interval (CI) 0.10 to 0.14] compared with usual care, with substantial heterogeneity in effect size. Both DRS-targeted and general QI interventions were effective, particularly when baseline attendance levels were low. All commonly used QI components and BCTs were associated with significant improvements, particularly in those with poor attendance. Higher effect estimates were observed in subgroup analyses for the BCTs of 'goal setting (outcome, i.e. consequences)' (RD 0.26, 95% CI 0.16 to 0.36) and 'feedback on outcomes (consequences) of behaviour' (RD 0.22, 95% CI 0.15 to 0.29) in interventions targeting patients and of 'restructuring the social environment' (RD 0.19, 95% CI 0.12 to 0.26) and 'credible source' (RD 0.16, 95% CI 0.08 to 0.24) in interventions targeting HCPs. Phase 2 - 3457 studies were screened, of which 65 non-randomised studies were included in the review. The following theoretical domains were likely to influence attendance: 'environmental context and resources', 'social influences', 'knowledge', 'memory, attention and decision processes', 'beliefs about consequences' and 'emotions'. Phase 3 - mapping identified that interventions included BCTs targeting important barriers to/enablers of DRS attendance. However, BCTs targeting emotional factors around DRS were under-represented. QI components were unlikely to be cost-effective whereas BCTs with a high probability (≥ 0.975) of being cost-effective at a societal willingness-to-pay threshold of £20,000 per QALY included 'goal-setting (outcome)', 'feedback on outcomes of behaviour', 'social support' and 'information about health consequences'. Cost-effectiveness increased when DRS attendance was lower and with longer screening intervals. LIMITATIONS Quality improvement/BCT coding was dependent on descriptions of intervention content in primary sources; methods for the identification of coherence of BCTs require improvement. CONCLUSIONS Randomised controlled trial evidence indicates that QI interventions incorporating specific BCT components are associated with meaningful improvements in DRS attendance compared with usual care. Interventions generally used appropriate BCTs that target important barriers to screening attendance, with a high probability of being cost-effective. Research is needed to optimise BCTs or BCT combinations that seek to improve DRS attendance at an acceptable cost. BCTs targeting emotional factors represent a missed opportunity to improve attendance and should be tested in future studies. STUDY REGISTRATION This study is registered as PROSPERO CRD42016044157 and PROSPERO CRD42016032990. FUNDING The National Institute for Health Research Health Technology Assessment programme.
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Affiliation(s)
- John G Lawrenson
- Centre for Applied Vision Research, School of Health Sciences, City, University of London,London,UK
| | - Ella Graham-Rowe
- Centre for Health Services Research, School of Health Sciences, City, University of London,London,UK
| | - Fabiana Lorencatto
- Centre for Health Services Research, School of Health Sciences, City, University of London,London,UK
| | - Stephen Rice
- Health Economics Group, Institute of Health and Society, Newcastle University,Newcastle upon Tyne,UK
| | - Catey Bunce
- Department of Primary Care & Public Health Sciences, King's College London,London,UK
| | - Jill J Francis
- Centre for Health Services Research, School of Health Sciences, City, University of London,London,UK
| | | | - Patricia Aluko
- Health Economics Group, Institute of Health and Society, Newcastle University,Newcastle upon Tyne,UK
| | - Luke Vale
- Health Economics Group, Institute of Health and Society, Newcastle University,Newcastle upon Tyne,UK
| | - Tunde Peto
- School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast,Belfast,UK
| | - Justin Presseau
- Clinical Epidemiology Program, Ottawa Hospital Research Institute,Ottawa, ON,Canada.,School of Epidemiology, Public Health, and Preventive Medicine, University of Ottawa,Ottawa, ON,Canada
| | - Noah M Ivers
- Department of Family and Community Medicine, Women's College Hospital - University of Toronto,Toronto, ON,Canada
| | - Jeremy M Grimshaw
- Clinical Epidemiology Program, Ottawa Hospital Research Institute,Ottawa, ON,Canada.,Department of Medicine, University of Ottawa,Ottawa, ON,Canada
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17
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Milo RB, Connelly CD. Predictors of glycemic management among patients with type 2 diabetes. J Clin Nurs 2019; 28:1737-1744. [DOI: 10.1111/jocn.14779] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 10/25/2018] [Accepted: 12/05/2018] [Indexed: 02/03/2023]
Affiliation(s)
- Razel B. Milo
- Hahn School of Nursing and Health Science, Beyster Institute for Nursing Research University of San Diego San Diego California
| | - Cynthia D. Connelly
- Hahn School of Nursing and Health Science, Beyster Institute for Nursing Research University of San Diego San Diego California
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18
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Lee AA, Piette JD, Heisler M, Janevic MR, Rosland AM. Diabetes self-management and glycemic control: The role of autonomy support from informal health supporters. Health Psychol 2019; 38:122-132. [PMID: 30652911 PMCID: PMC6442463 DOI: 10.1037/hea0000710] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Effective diabetes self-management can prevent long-term health complications but is often complex and difficult to achieve. Health care professionals' support for patients' autonomy (autonomy support) in managing their diabetes contributes to better diabetes self-care and glycemic control. Most adults with diabetes also receive self-management support from informal health supporters. Yet, the role of autonomy support from these informal health supporters has not been explored. We examined patients' perceived autonomy support from their main health supporter (family member or friend) in relation to their diabetes distress, self-efficacy, self-monitoring of blood glucose (SMBG), medication adherence, and hemoglobin A1c (HbA1c). METHOD Three hundred twenty-six veterans with Type 2 diabetes at high risk for complications, who identified a main health supporter, were surveyed using self-report measures of social support, diabetes distress, self-efficacy, and self-care. HbA1c and prescription fill data were extracted from VA electronic records for the 12-months before and after the survey. Linear regression and linear mixed models examined the associations of autonomy support with diabetes distress, self-efficacy, SMBG, medication adherence, and glycemic control, controlling for participant-supporter relationship characteristics and patient-factors. RESULTS In adjusted models, greater autonomy support was associated with lower diabetes distress (B = -.323, SE = .098, p = .001), greater self-efficacy (B = .819, SE = .148, p < .001), more frequent SMBG (B = .297, SE = .082, p < .001), and better subsequent 12-month glycemic control (B = .257, SE = .085, p = .003) but not with medication adherence (B = .001, SE = .020, p = .994). CONCLUSIONS Autonomy support from main health supporters is significantly associated better diabetes related attitudes, self-care, and glycemic control after adjusting for relationship and patient characteristics. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
| | | | | | - Mary R Janevic
- Department of Health Behavior and Health Education, University of Michigan School of Public Health
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19
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Bukhsh A, Khan TM, Sarfraz Nawaz M, Sajjad Ahmed H, Chan KG, Goh BH. Association of diabetes knowledge with glycemic control and self-care practices among Pakistani people with type 2 diabetes mellitus. Diabetes Metab Syndr Obes 2019; 12:1409-1417. [PMID: 31616171 PMCID: PMC6698595 DOI: 10.2147/dmso.s209711] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 06/29/2019] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE This study explored the relationship of disease knowledge with glycemic control and self-care practices in adult Pakistani people diabetes (PWD). METHODS People diagnosed with type 2 diabetes (n=218) were selected from three health care centers, located in different cities of Pakistan. Disease knowledge and self-care practices were assessed by Urdu versions of Diabetes Knowledge Questionnaire (DKQ) and Diabetes Self-Management Questionnaire (DSMQ), using a cross-sectional design. Chi-square and correlation analysis were applied to explore the relationship of disease knowledge with glycemic control and self-care practices. Linear regression was used to explore the predictors for disease knowledge. RESULTS Majority of the sample was >45-60 years old (48.8%), suffering from type 2 diabetes mellitus for <5 years (49.5%) and had poor glycemic control (HbA1C≥7%; n=181 participants). Disease knowledge was significantly associated (p<0.05) with patient's gender, level of education, family history of diabetes, nature of euglycemic therapy, and glycemic control. Correlation matrix showed strongly inverse correlations of DKQ with glycated hemoglobin levels (r=-0.62; p<0.001) and strongly positive with DSMQ sum scale (r=0.63; p<0.001). PWD having university-level education (β=0.22; 95% Confidence Interval (CI) 0.189, 0.872; p<0.01), doing job (β=0.22; 95% CI 0.009, 0.908]; p=0.046), and use of oral hypoglycemic agents in combination with insulin (β=-0.16; 95% CI [-1.224, -0.071]; p=0.028) were the significant predictors for disease knowledge. CONCLUSION Disease knowledge significantly correlated with glycated hemoglobin levels and self-care activities of PWD. These findings will help in designing patient-tailored diabetes educational interventions for yielding a higher probability of achieving target glycemic control.
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Affiliation(s)
- Allah Bukhsh
- School of Pharmacy, Monash University, Bandar Sunway, Selangor, Malaysia
- Institute of Pharmaceutical Sciences, University of Veterinary and Animal Sciences, Lahore, Pakistan
- Correspondence: Allah BukhshSchool of Pharmacy, Monash University, Jalan Lagoon Selatan, Bandar Sunway47500, Selangor, MalaysiaTel +60 113 362 3703Fax +60 35 514 6364 Email
| | - Tahir Mehmood Khan
- School of Pharmacy, Monash University, Bandar Sunway, Selangor, Malaysia
- Institute of Pharmaceutical Sciences, University of Veterinary and Animal Sciences, Lahore, Pakistan
| | | | | | - Kok Gan Chan
- International Genome Centre, Jiangsu University, Zhenjiang, People’s Republic of China
- Division of Genetics and Molecular Biology, Faculty of Science, Institute of Biological Sciences, University of Malaya, Kuala Lumpur, Malaysia
- Kok Gan ChanInternational Genome Centre, Jiangsu University, Zhenjiang, People’s Republic of ChinaTel +60 37 967 7748 Email
| | - Bey-Hing Goh
- School of Pharmacy, Monash University, Bandar Sunway, Selangor, Malaysia
- Institute of Pharmaceutical Sciences, University of Veterinary and Animal Sciences, Lahore, Pakistan
- Biofunctional Molecule Exploratory (BMEX) Research Group, School of Pharmacy, Monash University Malaysia, Bandar Sunway, Selangor Darul Ehsan, Malaysia
- Health and Well-being Cluster, Global Asia in the 21st Century Platform, Monash University Malaysia, Bandar Sunway, Malaysia
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20
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Muchiri JW, Gericke GJ, Rheeder P. Stakeholders’ perceptions of dietary and related self-management challenges and education programme preferences for type 2 diabetes adults. JOURNAL OF ENDOCRINOLOGY METABOLISM AND DIABETES OF SOUTH AFRICA 2018. [DOI: 10.1080/16089677.2018.1541211] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- JW Muchiri
- Department of Human Nutrition, University of Pretoria, Pretoria, South Africa
| | - GJ Gericke
- Department of Human Nutrition, University of Pretoria, Pretoria, South Africa
| | - P Rheeder
- Department of Internal Medicine, University of Pretoria, Pretoria, South Africa
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21
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Mahmoud SS, Mahdy MHEL, Mahfouz MS, Nada IS, Aqeeli AA, Darbi MAAL, Ahmed AE. Effects of a Psychoeducational Program on Hemoglobin A1c Level and Health-Related Quality of Life in Patients with Type 2 Diabetes Mellitus, Jazan, Saudi Arabia. BIOMED RESEARCH INTERNATIONAL 2018; 2018:6915467. [PMID: 29862283 PMCID: PMC5976993 DOI: 10.1155/2018/6915467] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/20/2018] [Revised: 03/20/2018] [Accepted: 04/05/2018] [Indexed: 11/18/2022]
Abstract
BACKGROUND Diabetes mellitus (DM) is a growing health problem. Care programs should involve the patients to upgrade their diabetes condition and health-related quality of life (HRQoL). OBJECTIVE The present study aimed to assess the effects of a psychoeducational intervention program on an indicator of glycemic control and HRQoL among type 2 diabetic patients. METHODS In this quasi-experimental (pre- and postinterventional) study, 99 outpatients with type 2 diabetes were selected randomly from those attending primary health care centers in Jazan, Saudi Arabia, in 2016. Hemoglobin A1c levels (HbA1c) were measured by the colorimetric method, and HRQoL was assessed by the Arabic version of the RAND 36-Item Health Survey 1.0 (RAND-36). The psychoeducational program was conducted on the participants for 4 weeks, and preprogram findings were compared with the postprogram findings after a 5-month follow-up. RESULTS After the intervention, there was a statistically significant reduction in the mean value of HbA1c from 9.8 to 7.7 (P < 0.001), and there was significant improvement in the mean scores of the following HRQoL scales: role limitations due to emotional problems, energy/fatigue, emotional well-being, and general health (P < 0.01). In addition, the impact of the program on HRQoL was better among males and among patients who were older than forty years than among women and patients who were forty years old or younger. CONCLUSION The application of such psychoeducational intervention programs can be helpful in the improvement of HbA1c levels and HRQoL for patients with DM.
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Affiliation(s)
- Samy Shaban Mahmoud
- Department of Family and Community Medicine, Faculty of Medicine, Jazan University, Jazan, Saudi Arabia
- Department of Community and Occupational Medicine, Faculty of Medicine, Al-Azhar University, Cairo, Egypt
| | - Mona Husein EL Mahdy
- Department of Family and Community Medicine, Faculty of Medicine, Jazan University, Jazan, Saudi Arabia
| | - Mohamed Salih Mahfouz
- Department of Family and Community Medicine, Faculty of Medicine, Jazan University, Jazan, Saudi Arabia
| | - Ibrahim Saad Nada
- Department of Community Medicine, Faculty of Applied Medical Sciences, Umm Al-Qura University, Mecca, Saudi Arabia
| | - Abdulwahab Abdoh Aqeeli
- Department of Family and Community Medicine, Faculty of Medicine, Jazan University, Jazan, Saudi Arabia
| | | | - Anas Elias Ahmed
- Department of Family and Community Medicine, Faculty of Medicine, Jazan University, Jazan, Saudi Arabia
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Rusdiana, Savira M, Amelia R. The Effect of Diabetes Self-Management Education on Hba1c Level and Fasting Blood Sugar in Type 2 Diabetes Mellitus Patients in Primary Health Care in Binjai City of North Sumatera, Indonesia. Open Access Maced J Med Sci 2018; 6:715-718. [PMID: 29731946 PMCID: PMC5927509 DOI: 10.3889/oamjms.2018.169] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2017] [Revised: 04/02/2018] [Accepted: 04/04/2017] [Indexed: 11/05/2022] Open
Abstract
AIM: The study aimed to evaluate the effect of short-term diabetes self-management education (DSME) on Hba1and Fasting Blood Sugar in type 2 diabetes mellitus patients attending the Primary Health Care (PHC) in Binjai city of North Sumatera, Indonesia. SUBJECTS AND METHODS: A quasi-experimental (pretest-posttest) study was conducted in 4 PHCs, involving 80 patients with type 2 diabetes mellitus. The patients in received a 3-months intervention, including an 8 week education on self- management of diabetes mellitus and subsequent 4 weeks of practice of the self- management guidelines.The patients received standard advice on diet management. RESULTS: There was a significant reduction in Hba1c levels. The statistical analysis using t-test found that there was a significant difference of Hba1c value between pre and post education among type 2 diabetes mellitus patients (p < 0.005). CONCLUSIONS: Diabetes self-management education in PHC of Binjai city can reduce the Hba1c level in type 2 diabetes mellitus patients.
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Affiliation(s)
- Rusdiana
- Departement of Biochemistry, Faculty of Medical Universitas Sumatera Utara, Medan, Indonesia
| | - Maya Savira
- Departement of Physiology, Faculty of Medical Universitas Sumatera Utara, Medan, Indonesia
| | - Rina Amelia
- Departement of Public Health, Faculty of Medical Universitas Sumatera Utara, Medan, Indonesia
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Saad AMJ, Younes ZMH, Ahmed H, Brown JA, Al Owesie RM, Hassoun AAK. Self-efficacy, self-care and glycemic control in Saudi Arabian patients with type 2 diabetes mellitus: A cross-sectional survey. Diabetes Res Clin Pract 2018; 137:28-36. [PMID: 29278711 DOI: 10.1016/j.diabres.2017.12.014] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Revised: 11/20/2017] [Accepted: 12/18/2017] [Indexed: 10/18/2022]
Abstract
AIMS To determine the prevalence of diabetes self-care activities among type 2 diabetes patients and examine the association between socio-demographic and clinical parameters, diabetes self-care activities, and glycemic control among type 2 diabetes patients. METHODS A cross sectional study was conducted among patients with diabetes (n = 123) at the Sultan Bin Abdulaziz Humanitarian City (SBAHC). A regression model was used to examine the variables that predicted glycemic control. Moreover, a regression analysis examining the effect of each self-efficacy subscale on its respective diabetes self -management (DSM) behavior was carried out. RESULTS The most frequently reported DSM behaviors were foot care followed by medication taking self-management behavior. The least frequently reported DSM behaviors were exercise self-management behavior and blood sugar testing behavior. Self-efficacy was associated with higher levels of diet, exercise, blood sugar testing, and medication taking self-management behaviors. Diet self-management behaviors and oral hypoglycemic agents (OHA) use were significantly independent predictors of glycemic control HbA1c <7% (53 mmol/mol). CONCLUSIONS The findings can serve to help clinicians have a better understanding on the extent to which different self-efficacy parameters have an influence on self-management behaviors, which will in turn lead to better glycemic control and thus improved HbA1c levels.
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Affiliation(s)
- Ahmad M J Saad
- Dubai Diabetes Center, Dubai Health Authority, Block C, Al Hudaiba Awards Building, P.O. Box 215252, Dubai, United Arab Emirates.
| | - Zeina M H Younes
- Dubai Diabetes Center, Dubai Health Authority, Block C, Al Hudaiba Awards Building, P.O. Box 215252, Dubai, United Arab Emirates
| | - Hafez Ahmed
- Dubai Medical College, Al Muhaisanah 1, Al Mizhar, P.O. Box 20170, Dubai, United Arab Emirates
| | - Jason A Brown
- Sultan Bin AbdulAziz Humanitarian City, Bahban, Riyadh 13567, Saudi Arabia
| | - Rafat M Al Owesie
- Sultan Bin AbdulAziz Humanitarian City, Bahban, Riyadh 13567, Saudi Arabia
| | - Ahmed A K Hassoun
- Dubai Diabetes Center, Dubai Health Authority, Block C, Al Hudaiba Awards Building, P.O. Box 215252, Dubai, United Arab Emirates
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Schinckus L, Dangoisse F, Van den Broucke S, Mikolajczak M. When knowing is not enough: Emotional distress and depression reduce the positive effects of health literacy on diabetes self-management. PATIENT EDUCATION AND COUNSELING 2018; 101:324-330. [PMID: 28855062 DOI: 10.1016/j.pec.2017.08.006] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 08/07/2017] [Accepted: 08/08/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVES Adequate self-management activities are important predictors of diabetes outcomes. As diabetes literacy and self-efficacy are strong predictors of diabetes self-care, self-management education programs focus essentially on these factors. This study investigated whether emotional distress or depression moderates the relation between health literacy, self-efficacy and diabetes self-care behaviors. METHODS 128 people with type 2 diabetes were recruited in hospitals, through general practitioners and via a diabetes website, and completed a questionnaire assessing health literacy, self-efficacy, diabetes-related distress, depression and self-care behaviors. RESULTS Multiple regression analysis confirms that health literacy and self-efficacy significantly predict reported self-care behaviors. Additional regression analyses reveal that distress or depression do not predict self-care behaviors directly, but moderate the effect of health literacy, which has a weaker impact in patients experiencing distress or depression. In contrast, distress and depression do not moderate the effect of self-efficacy on diabetes self-care behaviors. CONCLUSION Emotional distress, whether related to diabetes or not, prevents patients from acting on their competence to perform adequate self-management behaviors. PRACTICE IMPLICATIONS Diabetes Professionals should pay more attention to the patients' affective state and its influence on self-care. Psychological support should be integrated in the care for people suffering from type 2 diabetes.
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Affiliation(s)
- Louise Schinckus
- Psychological Sciences Research Institute, Catholic University of Louvain, Louvain-la-Neuve, Belgium.
| | - Florence Dangoisse
- Psychological Sciences Research Institute, Catholic University of Louvain, Louvain-la-Neuve, Belgium
| | - Stephan Van den Broucke
- Psychological Sciences Research Institute, Catholic University of Louvain, Louvain-la-Neuve, Belgium
| | - Moïra Mikolajczak
- Psychological Sciences Research Institute, Catholic University of Louvain, Louvain-la-Neuve, Belgium
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von Arx LB, Johnson FR, Mørkbak MR, Kjær T. Be Careful What You Ask For: Effects of Benefit Descriptions on Diabetes Patients' Benefit-Risk Tradeoff Preferences. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2017; 20:670-678. [PMID: 28408010 DOI: 10.1016/j.jval.2016.11.023] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Accepted: 11/24/2016] [Indexed: 06/07/2023]
Abstract
BACKGROUND As more studies report on patient preferences for diabetes treatment, identifying diabetes outcomes other than glycated hemoglobin (HbA1c) to describe effectiveness is warranted to understand patient-relevant, benefit-risk tradeoffs. OBJECTIVE The aim of the study was to evaluate how preferences differ when effectiveness (glycemic control) is presented as long-term sequela (LTS) risk mitigation rather than an asymptomatic technical marker (HbA1c). METHODS People with type 2 diabetes and using insulin (n = 3160) were randomly assigned to four self-administered, discrete-choice experiments that differed by their presentation of effectiveness. Epidemiologic reviews were conducted to ensure a close approximation of LTS risk relative to HbA1c levels. The relative importance of treatment benefit-risk characteristics and maximum acceptable risk tradeoffs was estimated using an error-component logit model. Log-likelihood ratio tests were used to compare parameter vectors. RESULTS In total, 1031 people responded to the survey. Significantly more severe hypoglycemic events were accepted for a health improvement in terms of LTS mitigation versus HbA1c improvement (0.7 events per year; 95% confidence interval [CI]: 0.4-1.0 vs. 0.2 events per year 95% CI: -0.02 to 0.5) and avoidance of treatment-related heart attack risk (1.4 severe hypoglycemic events per year; 95% CI: 0.8-1.9 vs. 1 event per year; 95% CI: 0.6-1.3). This finding is supported by a log-likelihood test that rejected at the 0.05 level that respondent preference structures are similar across the different experimental arms of the discrete-choice experiment. CONCLUSION We found evidence that benefit descriptions influence elicited preferences for the benefit-risk characteristics of injectable diabetes treatment. These findings argue for using carefully defined effectiveness measures to accurately take account of the patient perspective in benefit-risk assessments.
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Affiliation(s)
- Lill-Brith von Arx
- University of Southern Denmark, Odense, Denmark; Novo Nordisk A/S, Soeborg, Denmark.
| | - F Reed Johnson
- Duke Clinical Research Institute, Durham, North Carolina, USA
| | | | - Trine Kjær
- University of Southern Denmark, Odense, Denmark
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Zimbudzi E, Lo C, Ranasinha S, Kerr PG, Usherwood T, Cass A, Fulcher GR, Zoungas S. Self-management in patients with diabetes and chronic kidney disease is associated with incremental benefit in HRQOL. J Diabetes Complications 2017; 31:427-432. [PMID: 27914731 DOI: 10.1016/j.jdiacomp.2016.10.027] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Revised: 10/03/2016] [Accepted: 10/26/2016] [Indexed: 02/04/2023]
Abstract
AIMS There is insufficient and inconsistent data regarding the association between diabetes self-management, the process of facilitating the knowledge, skill, and ability necessary for diabetes self-care, and health-related quality of life (HRQOL) in people with diabetes and moderate to severe chronic kidney disease (CKD). METHODS In a cross sectional study, participation in diabetes self-management assessed by the Summary of Diabetes Self-Care Activities (SDSCA) questionnaire and HRQOL was examined in 308 patients with diabetes and CKD (stages 3 to 5) recruited from outpatient diabetes and renal clinics of 4 public tertiary hospitals. Associations were examined by Pearson correlation coefficients and hierarchical multiple regression after controlling for potential confounders. An examination of trend across the levels of patient participation in self-management was assessed using a non-parametric test for trend. RESULTS The median age and interquartile range (IQR) of patients were 68 and 14.8years, respectively with 59% of the population being over 65years old and 69.5% male. The median durations of diabetes and CKD were 18years (IQR-17) and 5years (IQR-8) respectively. General diet, exercise and medication taking were positively associated with at least one HRQOL subscale (all p<0.05) but diabetes specific diet, blood sugar testing and foot checking were not. As levels of participation in self-management activities increased there was a graded increase in mean HRQOL scores across all subscales (p for trend <0.05). CONCLUSIONS In people with diabetes and moderate to severe CKD, participation in diabetes self-management activities, particularly those focused on general diet, exercise and medication taking, was associated with higher HRQOL.
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Affiliation(s)
- Edward Zimbudzi
- Department of Nephrology, Monash Health, Melbourne, Australia; Monash Centre for Health Research and Implementation (MCHRI), School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Clement Lo
- Monash Centre for Health Research and Implementation (MCHRI), School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia; Diabetes and Vascular Medicine Unit, Monash Health, Melbourne, Australia
| | - Sanjeeva Ranasinha
- Monash Centre for Health Research and Implementation (MCHRI), School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Peter G Kerr
- Department of Nephrology, Monash Health, Melbourne, Australia
| | - Timothy Usherwood
- The George Institute for Global Health, University of Sydney, Sydney, Australia; Department of General Practice, Sydney Medical School Westmead, Sydney, Australia
| | - Alan Cass
- Menzies School of Health Research, Darwin, Australia
| | - Gregory R Fulcher
- Department of Endocrinology, University of Sydney, Sydney, Australia
| | - Sophia Zoungas
- Monash Centre for Health Research and Implementation (MCHRI), School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia; Diabetes and Vascular Medicine Unit, Monash Health, Melbourne, Australia; The George Institute for Global Health, University of Sydney, Sydney, Australia.
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Chuayruang K, Sriratanaban J, Hiransuthikul N, Suwanwalaikorn S. Development of an instrument for patient-reported outcomes in Thai patients with type 2 diabetes mellitus (PRO-DM-Thai). ASIAN BIOMED 2017. [DOI: 10.5372/1905-7415.0901.363] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Abstract
Background
Effectiveness of self-care and treatment of diabetes mellitus depends upon patient awareness of their own health and disease outcomes. Physician decisions are improved by insight into patient perspectives.
Objective
To develop an instrument for patient-reported outcomes in Thai patients with type 2 diabetes mellitus (PRO-DM-Thai).
Methods
The study consisted of: (1) content development using a literature review and in-depth interviews of providers and patients, and validity testing using a content validity index (CVI); (2) construct validity and reliability testing by confirmatory factor and Cronbach’s α analyses of data from a cross-sectional descriptive survey of 500 participants from May to June, 2011; and, (3) criterion-related validity from a cross-sectional analytical survey of 200 participants from September to November, 2011.
Results
PRO-DM-Thai passed all of the validity tests. The instrument comprises seven dimensions and 44 items, including physical function, symptoms, psychological well-being, self-care management, social well-being, global judgments of health, and satisfaction with care and flexibility of treatment. The CVI at the item-level (I-CVI) were between 0.83 to 1.00 and the scale-level average agreement (S-CVI/Ave) was 0.98. All dimension models had overall fit with empirical data, while the hypothesized model demonstrated a good fit (χ2 = 5.23; (df = 6), P > 0.05, AGFI = 0.986, RMSEA = 0.000). Cronbach’s α for the total scale was 0.91 and for the subscales was 0.72-0.90. The total scores effectively discriminated groups of patients with different levels of disease control.
Conclusion
PRO-DM-Thai showed satisfactory levels of validity and reliability when applied to Thai diabetic patients.
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Affiliation(s)
- Kanisshanone Chuayruang
- Department of Preventive and Social Medicine, Faculty of Medicine , Chulalongkorn University , Bangkok 10330 , Thailand
| | - Jiruth Sriratanaban
- Department of Preventive and Social Medicine, Faculty of Medicine , Chulalongkorn University , Bangkok 10330 , Thailand
| | - Narin Hiransuthikul
- Department of Preventive and Social Medicine, Faculty of Medicine , Chulalongkorn University , Bangkok 10330 , Thailand
| | - Sompongse Suwanwalaikorn
- Division of Endocrinology and Metabolism , Department of Internal Medicine, Faculty of Medicine , Chulalongkorn University , Bangkok 10330 , Thailand
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Anderson JR, Novak JR, Johnson MD, Deitz SL, Walker A, Wilcox A, Lewis VL, Robbins DC. A dyadic multiple mediation model of patient and spouse stressors predicting patient dietary and exercise adherence via depression symptoms and diabetes self-efficacy. J Behav Med 2016; 39:1020-1032. [PMID: 27696127 DOI: 10.1007/s10865-016-9796-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Accepted: 09/20/2016] [Indexed: 01/30/2023]
Abstract
Using dyadic data from 117 married couples in which one partner was diagnosed with Type 2 diabetes, the purpose of this study was to determine whether a number of specific patient and spouse stressors (chronic life stress, diabetes-specific stress, and physical health stress in the form of the number of comorbidities) were associated with Type 2 diabetes patients' dietary and exercise adherence through two potentially modifiable patient and spouse factors-depression symptoms and diabetes self-efficacy. We found that patient and spouse stressors, particularly patient and spouse diabetes stress and the number of patient comorbidities, were related to patient dietary and exercise adherence through patient depression symptoms and both patient and spouse diabetes self-efficacy. These conclusions were strengthened by incorporating a number of relevant control variables in our models and by testing four alternative models which supported our proposed model. These results are important because they provide further evidence of the significant role spouses' play in managing diabetes and they provide diabetes educators and clinicians with specific targets for intervention programming.
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Affiliation(s)
- Jared R Anderson
- School of Family Studies and Human Services, Kansas State University, 113 Campus Creek Complex, Manhattan, KS, 66506, USA.
| | | | | | - Sharon L Deitz
- School of Family Studies and Human Services, Kansas State University, 113 Campus Creek Complex, Manhattan, KS, 66506, USA
| | - Ann Walker
- University of Kansas Medical Center, Kansas City, KS, USA
| | - Allison Wilcox
- University of Kansas Medical Center, Kansas City, KS, USA
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Howteerakul N, Suwannapong N, Rittichu C, Rawdaree P. Adherence to Regimens and Glycemic Control of Patients with Type 2 Diabetes Attending a Tertiary Hospital Clinic. Asia Pac J Public Health 2016; 19:43-9. [PMID: 17784659 DOI: 10.1177/10105395070190010901] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This cross-sectional study is aimed to measure the prevalence of patient adherence to treatment regimens and factors affecting glycemic control among Type 2 diabetes patients. 243 diabetes patients seeking care at a tertiary hospital diabetic clinic in Bangkok were interviewed. HbA1c was used as an index of glycemic control. The proportions of cases with good adherence to physical exercise and diet regimen were 31.7 and 54.3%, respectively. About 46.5% reported receiving good social support for diabetes from his/her family. The median of HbA1c was 8% (normal range 4.7-6.3%). Approximately 33.3% achieved good glycemic control (HbAlc < or =7%), while 50.2% had poor control (HbAlc >8%). Multiple logistic regression analysis indicated two variables were significantly associated with glycemic control: adherence to diet control and exercise. Interactive health education should be introduced to increase patient adherence to treatment regimens. Family members should be informed about their important roles in encouraging patients' glycemic control.
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Affiliation(s)
- N Howteerakul
- Department of Epidemiology, Faculty of Public Health, Mahidol University, 420/1 Rajvithi Road, Bangkok 10400 Thailand.
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Chilton L, Hu J, Wallace DC. Health-Promoting Lifestyle and Diabetes Knowledge in Hispanic American Adults. HOME HEALTH CARE MANAGEMENT AND PRACTICE 2016. [DOI: 10.1177/1084822306288059] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study examined the relationships among demographics, a health-promoting lifestyle, and diabetes knowledge. A descriptive study was conducted in a convenience sample of 40 Hispanic American adults. Participants were recruited from Hispanic churches in the southeastern United States. The Health Promoting Lifestyle Profile II and the Diabetes Knowledge Questionnaire were used to assess participants’ health-promoting lifestyle and diabetes knowledge. Participants had low levels of a health-promoting lifestyle and a strong deficiency in diabetes knowledge. Income was found to be associated with physical activity lifestyle. Age and education were significantly related to diabetes knowledge. This study suggested that community health nurses should assess and educate Hispanic American adults for a health-promoting lifestyle and diabetes knowledge and use appropriate methods of teaching with low-literacy and audiovisual materials to provide culturally specific care to this vulnerable group.
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Affiliation(s)
| | - Jie Hu
- University of North Carolina at Greensboro
| | - Debra C. Wallace
- School of Nursing, at the University of North Carolina at Greensboro
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31
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Perceived resource support for chronic illnesses among diabetics in north-western China. Front Med 2016; 10:219-27. [DOI: 10.1007/s11684-016-0441-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2015] [Accepted: 02/06/2016] [Indexed: 01/09/2023]
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Didarloo A, Shojaeizadeh D, Alizadeh M. Impact of Educational Intervention Based on Interactive Approaches on Beliefs, Behavior, Hemoglobin A1c, and Quality of Life in Diabetic Women. Int J Prev Med 2016; 7:38. [PMID: 27014430 PMCID: PMC4785788 DOI: 10.4103/2008-7802.176004] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2014] [Accepted: 01/02/2016] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Diabetes mellitus (DM) is a public health challenge worldwide and to manage it the patient is required to make some fundamental changes in behavior. Patients should be involved in care program to improve their diabetes condition and quality of life (QOL). This study aimed to examine the effect of educational program on beliefs, behavior, glycemic control indicator, and QOL among diabetic women. METHODS In this interventional study, 90 female outpatients with type 2 diabetes were randomly selected from those referred to diabetes clinic in Khoy, Iran, during 2011. They were divided into two groups, 45 participants as the intervention group and 45 subjects as the comparison group. Knowledge, beliefs, and behavior by valid and reliable questionnaires, and health-related QOL (HRQOL) by means of WHOQOL-BREF questionnaire were assessed. Hemoglobin A1c level (HbA1c) was measured by the colorimetric method, educational program was conducted on the intervention group for 4 weeks, and changes were compared in two groups after a 3-month follow-up. RESULTS After intervention, there was a significant difference between two groups in terms of the mean scores of knowledge (P < 0.001), attitude (P < 0.01), self-efficacy (P < 0.001), and behavior (P < 0.001). The findings also indicated that there were significant differences between the groups in mean scores of physical, psychological, and social domains of QOL after intervention (P < 0.001). In addition, there was a statistically significant difference between two groups in the mean value of HbA1c after educational intervention (P < 0.01). CONCLUSIONS Instructional interventions based on interactive approaches can be useful, and applicable for behavior modification and improvement of HbA1c level and HRQOL in people with DM.
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Affiliation(s)
- Alireza Didarloo
- Social Determinants of Health Research Center, Department of Health and Community Medicine, Faculty of Medicine, Urmia University of Medical Sciences, Urmia, Iran
| | - Davoud Shojaeizadeh
- Department of Health Education and Promotion, School of Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Alizadeh
- Food and Beverages Safety Research Center, Department of Nutrition, Faculty of Medicine, Urmia University of Medical Sciences, Urmia, Iran
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Goldman ML, Ghorob A, Hessler D, Yamamoto R, Thom DH, Bodenheimer T. Are Low-Income Peer Health Coaches Able to Master and Utilize Evidence-Based Health Coaching? Ann Fam Med 2015; 13 Suppl 1:S36-41. [PMID: 26304970 PMCID: PMC4648140 DOI: 10.1370/afm.1756] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE A randomized controlled trial found that patients with diabetes had lower HbA1c levels after 6 months of peer health coaching than patients who did not receive coaching. This paper explores whether the peer coaches in that trial, all low-income patients with diabetes, mastered and utilized an evidence-based health coaching training curriculum. The curriculum included 5 core features: ask-tell-ask, closing the loop, know your numbers, behavior-change action plans, and medication adherence counseling. METHODS This paper includes the results of exams administered to trainees, exit surveys performed with peer coaches who completed the study and those who dropped out, observations of peer coaches meeting with patients, and analysis of in-depth interviews with peer coaches who completed the study. RESULTS Of the 32 peer coach trainees who completed the training, 71.9% lacked a college degree; 25.0% did not graduate from high school. The 26 trainees who passed the exams attended 92.7% of training sessions compared with 80.6% for the 6 trainees who did not pass. Peer coaches who completed the study wanted to continue peer coaching work and had confidence in their abilities despite their not consistently employing the coaching techniques with their patients. Quotations describe coaches' perceptions of the training. CONCLUSIONS Of low-income patients with diabetes who completed the evidenced-based health coaching training, 81% passed written and oral exams and became effective peer health coaches, although they did not consistently use the techniques taught.
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Affiliation(s)
- Matthew L Goldman
- Center for Excellence in Primary Care, Department of Family and Community Medicine, University of California, San Francisco, San Francisco, California
| | - Amireh Ghorob
- Center for Excellence in Primary Care, Department of Family and Community Medicine, University of California, San Francisco, San Francisco, California
| | - Danielle Hessler
- Center for Excellence in Primary Care, Department of Family and Community Medicine, University of California, San Francisco, San Francisco, California
| | - Russell Yamamoto
- Center for Excellence in Primary Care, Department of Family and Community Medicine, University of California, San Francisco, San Francisco, California
| | - David H Thom
- Center for Excellence in Primary Care, Department of Family and Community Medicine, University of California, San Francisco, San Francisco, California
| | - Thomas Bodenheimer
- Center for Excellence in Primary Care, Department of Family and Community Medicine, University of California, San Francisco, San Francisco, California
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Noknoy S, Chamnan P, Anothaisintawee T, Pérez-Velasco R. Theory-based behavioural interventions for prediabetic state and people with diabetes mellitus. Hippokratia 2015. [DOI: 10.1002/14651858.cd008082.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Sairat Noknoy
- Chonburi Medical Education Centre; Department of Social Medicine; Chonburi Hospital, Department of Social Medicine Sukhumvit Road Chonburi Thailand 20000
| | - Parinya Chamnan
- Institute of Metabolic Science; MRC Epidemiology Unit; Box 285, Addenbrooke's Hospital Cambridge Cambridgeshire UK CB2 0QQ
| | - Thunyarat Anothaisintawee
- Ramathibodi Hospital, Mahidol University; Family Medicine; Rama VI Road, Rajthevee Bangkok Thailand 10400
| | - Román Pérez-Velasco
- Health Intervention and Technology Assessment Program (HITAP); Department of Health, Ministry of Public Health; Tiwanon Road Muang Nonthaburi Thailand 11000
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Lu Y, Xu J, Zhao W, Han HR. Measuring Self-Care in Persons With Type 2 Diabetes: A Systematic Review. Eval Health Prof 2015; 39:131-84. [PMID: 26130465 DOI: 10.1177/0163278715588927] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This systematic review examines the characteristics and psychometric properties of the instruments used to assess self-care behaviors among persons with type 2 diabetes. Electronic databases were searched for relevant studies published in English within the past 20 years. Thirty different instruments were identified in 75 articles: 18 original instruments on type 2 diabetes mellitus self-care, 8 translated or revised version, and 4 not specific but relevant to diabetes. Twenty-one instruments were multidimensional and addressed multiple dimensions of self-care behavior. Nine were unidimensional: three focusing exclusively on medication taking, three on diet, one on physical activity, one on self-monitoring of blood glucose, and one on oral care. Most instruments (22 of 30) were developed during the last decade. Only 10 were repeated more than once. Nineteen of the 30 instruments reported both reliability and validity information but with varying degrees of rigor. In conclusion, most instruments used to measure self-care were relatively new and had been applied to only a limited number of studies with incomplete psychometric profiles. Rigorous psychometric testing, operational definition of self-care, and sufficient explanation of scoring need to be considered for further instrument development.
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Affiliation(s)
- Yan Lu
- School of Nursing, China Medical University, Shenyang City, Liaoning Province, People's Republic of China
| | - Jiayun Xu
- Department of Community-Public Health, Johns Hopkins University School of Nursing, Baltimore, MD, USA
| | - Weigang Zhao
- Endocrinology Department, Peking Union Medical College Hospital, Beijing, People's Republic of China
| | - Hae-Ra Han
- Department of Community-Public Health, Johns Hopkins University School of Nursing, Baltimore, MD, USA
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Aung E, Donald M, Coll JR, Williams GM, Doi SAR. Association between patient activation and patient-assessed quality of care in type 2 diabetes: results of a longitudinal study. Health Expect 2015; 19:356-66. [PMID: 25773785 DOI: 10.1111/hex.12359] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/19/2015] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Previous research using cross-sectional data has shown a positive relationship between patient activation and quality of care. The quantitative relationships in the same patients over time, however, remain undefined. OBJECTIVE To examine the relationship between changes in activation over time and patient-assessed quality of chronic illness care. DESIGN Prospective cohort study. PARTICIPANTS The study used data reported annually from 2008 (N = 3761) to 2010 (N = 3040), using self-report survey questionnaires, completed by patients with type 2 diabetes in a population-based cohort in Queensland, Australia. MAIN MEASURES Principal measures were the 13-item Patient Activation Measure (PAM), and the 20-item Patient Assessment of Chronic Illness Care (PACIC) instrument. METHODS Nonparametric anova was used to determine the association between patient activation and patient-assessed quality of care in low and high patient activation groups at baseline (2008), and in 2009 and 2010, when patients had changed group membership. The Wilcoxon signed ranks test was used to compare the PACIC scores between baseline and each follow-up survey for the same patient activation level. RESULTS Patient activation was positively associated with the median PACIC score within each survey year and within each of the groups defined at baseline (high- and low-activation groups; P < 0.001). CONCLUSIONS Patient activation and the PACIC change in the same direction and should be considered together in the interpretation of patient care assessment. This can be carried out by interpreting PACIC scores within strata of PAM.
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Affiliation(s)
- Eindra Aung
- School of Population Health, University of Queensland, Brisbane, Qld, Australia
| | - Maria Donald
- School of Medicine, University of Queensland, Brisbane, Qld, Australia
| | - Joseph R Coll
- School of Population Health, University of Queensland, Brisbane, Qld, Australia
| | - Gail M Williams
- School of Population Health, University of Queensland, Brisbane, Qld, Australia
| | - Suhail A R Doi
- School of Population Health, University of Queensland, Brisbane, Qld, Australia
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Ohn JH, Lee JH, Hong ES, Koo BK, Kim SW, Yi KH, Moon MK. Subjective Assessment of Diabetes Self-Care Correlates with Perceived Glycemic Control but not with Actual Glycemic Control. Diabetes Metab J 2015; 39:31-6. [PMID: 25729710 PMCID: PMC4342534 DOI: 10.4093/dmj.2015.39.1.31] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2013] [Accepted: 05/01/2014] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND We investigated whether patients' perceived glycemic control and self-reported diabetes self-care correlated with their actual glycemic control. METHODS A survey was administered among patients with diabetes mellitus at an outpatient clinic with structured self-report questionnaires regarding perceived glycemic control and diabetes self-management. Actual glycemic control was defined as a change in glycated hemoglobin (A1C) or fasting plasma glucose (FPG) since the last clinic visit. RESULTS Patients who perceived their glycemic control as "improved" actually showed a mild but significant decrease in the mean A1C (-0.1%, P=0.02), and those who perceived glycemic control as "aggravated" had a significant increase in the mean FPG (10.5 mg/dL or 0.59 mmol/L, P=0.04) compared to the "stationary" group. However, one-half of patients falsely predicted their actual glycemic control status. Subjective assessment of diabetes self-care efforts, such as adherence to a diet regimen or physical activity, correlated positively with perceived glycemic control but showed no association with actual glycemic control. CONCLUSION Patients should be encouraged to assess and monitor diabetes self-care more objectively to motivate behavioral modifications and improve their actual glycemic control.
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Affiliation(s)
- Jung Hun Ohn
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Ju Hee Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Eun Shil Hong
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Bo Kyung Koo
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
| | - Sang Wan Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
| | - Ka Hee Yi
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
| | - Min Kyong Moon
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Boramae Medical Center, Seoul National University College of Medicine, Seoul, Korea
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Zareban I, Niknami S, Hidarnia A, Rakhshani F, Shamsi M, Karimy M. Effective intervention of self-care on glycaemia control in patients with type 2 diabetes. IRANIAN RED CRESCENT MEDICAL JOURNAL 2014; 16:e8311. [PMID: 25763251 PMCID: PMC4341325 DOI: 10.5812/ircmj.8311] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/25/2012] [Revised: 09/19/2013] [Accepted: 11/02/2014] [Indexed: 11/16/2022]
Abstract
BACKGROUND Diabetes is one of the most common diseases, which requires lifelong self-care to improve the quality of life. OBJECTIVES The current study aimed to determine the impact of self-care education programs on reducing HbA1c in patients with type 2 diabetes. PATIENTS AND METHODS The current experimental study was conducted on 138 female patients with type 2 diabetes in Zahedan city, Iran. The data were collected by a self-administered questionnaire which included items on demographics, awareness, beliefs, Self-care behaviors. Before the educational intervention, the (HbA1c) test check list was completed for the patients in both groups. Then the training was applied for the intervention group in five 60-minute educational sessions within one month. Three months following the training, the data collection based on the check list was repeated for both groups. Data were analyzed using SPSS software. RESULTS The mean scores of awareness, beliefs, Self-care behaviors of the educational group, were 46.6 ± 8.57, 46.5 ± 0.86 and 29.06 ± 10.02, respectively; and it was found that after the education, knowledge, attitude, and self-care scores increased significantly (P < 0.001 Before the training, the scores of self-care, beliefs, and awareness were less than average in the intervention and control groups. In addition, the levels of HbA1c in the patients were higher than the normal levels. Following the intervention, the mean of self-care and HbA1c of the intervention group significantly reduced as compared with those of the control group (P < 0.001). CONCLUSIONS Self-care training instructions led to improve knowledge, attitude, and performance of the subjects under study and also the average HbA1c. Therefore, the nurses and health care staff should be educated accordingly.
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Affiliation(s)
- Iraj Zareban
- Health Promotion Research Center, Zahedan University of Medical Sciences, Zahedan, IR Iran
| | - Shamsodina Niknami
- Department of Health Education, Tarbiat Modares University, Tehran, IR Iran
| | - Alireza Hidarnia
- Department of Health Education, Tarbiat Modares University, Tehran, IR Iran
| | - Fatemeh Rakhshani
- Health Promotion Research Center, Zahedan University of Medical Sciences, Zahedan, IR Iran
| | - Mohsen Shamsi
- Department of Public Health, Arak University of Medical Sciences, Arak, IR Iran
| | - Mahmood Karimy
- Department of Public Health, Saveh University of Medical Sciences, Saveh, IR Iran
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Faul AC, Yankeelov PA, McCord LR. Inequitable access to health services for older adults with diabetes: potential solutions on a state level. J Aging Soc Policy 2014; 27:63-86. [PMID: 25299060 DOI: 10.1080/08959420.2015.969114] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Diabetes is a serious global public health challenge. The cost for health services for diabetes care has increased 41% over the past 5 years. Despite escalating health expenditure, the United States continues to have higher rates of diabetes than many other developed countries. There is a need for health care reform in the United States not only in reducing health care costs but also in improving the quality of preventative care. This study presents the testing of a multilevel model investigating variables on the individual and state levels to develop a better understanding of the most important contextual pathways that can lead to providing older adults (50+) with type 2 diabetes with the recommended preventative quality care they require. The model was tested using a three-level repeated cross-sectional design with data from various existing data sources, using a national sample of 181,870 individuals aged 50 years and older. Results showed that differences in state health care systems contributed to inequitable access. Specifically, in a state where there was a higher percentage of adults 65 and older coupled with a shortage of health care professionals, the likelihood of receiving the recommended preventative quality care decreased. Also, older adults living in states with a higher percentage of people with diagnosed diabetes but with a lower-than-average annual per capita health care expenditure fared worse in receiving quality preventative care. Last, older adults in wealthy states with higher percentages of uninsured people had the lowest odds of receiving quality preventative care. Health care reform, similar to what is currently promoted by the Patient Protection and Affordable Care Act of 2010, is recommended to improve the performance of all health care systems in all states.
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Affiliation(s)
- Anna C Faul
- a Professor, Kent School of Social Work , University of Louisville , Louisville , Kentucky , USA
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Raaijmakers LGM, Martens MK, Hesselink AE, de Weerdt I, de Vries NK, Kremers SPJ. Mastery and perceived autonomy support are correlates of Dutch diabetes patients' self-management and quality of life. PATIENT EDUCATION AND COUNSELING 2014; 97:75-81. [PMID: 25053473 DOI: 10.1016/j.pec.2014.06.016] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2014] [Revised: 05/02/2014] [Accepted: 06/25/2014] [Indexed: 06/03/2023]
Abstract
OBJECTIVE The aim of this study was to assess the associations between type 2 diabetes patients' mastery and perceived autonomy support and their self-management skills and health-related quality of life (HRQOL). METHODS A cross-sectional questionnaire survey was conducted among 3352 patients with type 2 diabetes. Key variables were assessed with validated questionnaires. RESULTS Patients' mastery and perceived autonomy support correlated positively with their self-management skills (r=0.34, p<0.001; r=0.37, p<0.001) and HRQOL (r=0.37, p<0.001; r=0.15, p<0.001). In the linear regression analysis, mastery and perceived autonomy support were positive correlates of self-management (β=0.23; p<0.001; β=0.25; p<0.001). Patients with more physical or psychological complications had significantly lower scores on mastery, perceived autonomy support, self-management and HRQOL. CONCLUSION Our results indicate the importance of mastery in relation to diabetes patients' perceived autonomy support, self-management skills and HRQOL. PRACTICE IMPLICATIONS Since a greater sense of mastery is likely to increase patients' autonomous motivation to cope with their disease, interventions can aim to influence patients' motivational regulation. In addition, we confirmed the need for autonomy support to improve patients' self-management skills. Professionals can be trained to be autonomy-supportive, which relates to person-centered approaches such as motivational interviewing (MI).
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Affiliation(s)
- Lieke G M Raaijmakers
- Department of Health Promotion, NUTRIM School for Nutrition, Toxicology and Metabolism, Maastricht University Medical Centre+, Maastricht, The Netherlands.
| | | | | | - Inge de Weerdt
- Netherlands Diabetes Federation, Amersfoort, The Netherlands
| | - Nanne K de Vries
- Caphri, School for Primary Care and Public Health, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Stef P J Kremers
- Department of Health Promotion, NUTRIM School for Nutrition, Toxicology and Metabolism, Maastricht University Medical Centre+, Maastricht, The Netherlands
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Hara Y, Iwashita S, Okada A, Tajiri Y, Nakayama H, Kato T, Nakao M, Tsuboi K, Breugelmans R, Ishihara Y. Development of a novel, short, self-completed questionnaire on empowerment for patients with type 2 diabetes mellitus and an analysis of factors affecting patient empowerment. Biopsychosoc Med 2014; 8:19. [PMID: 25183994 PMCID: PMC4151376 DOI: 10.1186/1751-0759-8-19] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Accepted: 08/15/2014] [Indexed: 11/12/2022] Open
Abstract
Background Patient empowerment has recently been proposed as an important concept in self-management for effective glycemic control. A concise self-completed questionnaire for patients with type 2 diabetes mellitus was created to comprehensively evaluate their empowerment on the basis of self-managed dietary/exercise behaviors, psychological impact, and family support. The reliability and validity of this short questionnaire were tested and factors relating to patient empowerment were analyzed. Methods The self-completed empowerment questionnaire was based on questionnaires for self-managed dietary and exercise behaviors, the Appraisal of Diabetes Scale, and the Diabetes Family Behavior Checklist. The questionnaire was trialed on 338 male and female patients with type 2 diabetes mellitus who lived with family. The validity and reliability of the questionnaire were investigated and stepwise multiple linear regression analysis was used to identify factors that affect patient empowerment. Results The self-completed patient empowerment questionnaire included 13 questions on background data (e.g., age, gender, and HbA1c) and 18 questions within five scales to assess self-managed dietary behaviors, self-managed exercise behaviors, and psychological impact of diabetes, as well as positive and negative feedback in patient-family communication. The questionnaire showed sufficient internal consistency, construct validity, reproducibility, factorial construct validity, and concurrent validity. The results were generally satisfactory, and the questionnaire reflected the particular characteristics of treatment methods. Multiple linear regression analysis showed that patient empowerment was strongly affected by the number of disease-related symptoms, age, and gender. Conclusions The results suggest that the concise self-completed empowerment questionnaire developed here is useful for measuring the empowerment of individual patients and evaluating the impact of symptoms and therapies on empowerment.
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Affiliation(s)
- Yoriko Hara
- School of Nursing, Kurume University, Higashikushiharamachi 777-1, Kurume, Fukuoka 830-0003, Japan
| | | | | | - Yuji Tajiri
- Department of Endocrinology and Metabolism, School of Medicine, Kurume University, Fukuoka, Japan
| | - Hitomi Nakayama
- Department of Endocrinology and Metabolism, School of Medicine, Kurume University, Fukuoka, Japan
| | - Tomoko Kato
- Department of Endocrinology and Metabolism, School of Medicine, Kurume University, Fukuoka, Japan
| | - Motoyuki Nakao
- Department of Public Health, School of Medicine, Kurume University, Fukuoka, Japan
| | - Koji Tsuboi
- Department of Psychosomatic Medicine, School of Medicine, Toho University, Tokyo, Japan
| | - Raoul Breugelmans
- Department of Medical Education, Tokyo Medical University, Tokyo, Japan
| | - Yoko Ishihara
- Department of Public Health, School of Medicine, Kurume University, Fukuoka, Japan
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Towards a conceptual model of diabetes self-management among Chinese immigrants in the United States. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2014; 11:6727-42. [PMID: 24978878 PMCID: PMC4113840 DOI: 10.3390/ijerph110706727] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Revised: 06/06/2014] [Accepted: 06/06/2014] [Indexed: 11/29/2022]
Abstract
Background: Chinese immigrants have been disproportionally affected by type 2 diabetes. This paper presents the state of science regarding the factors that may influence diabetes self-management among Chinese immigrants in the US and the potential health outcomes. Design: Using Walker and Avant’s techniques, a search of the literature was conducted from CINAHL, PubMed, OVID, and Web of Science. Findings: Factors most relevant to diabetes self-management were grouped under five categories: socio-demographic characteristics, behavioral and psychological characteristics, social support, linguistic barriers, and cultural characteristics. Potential outcomes derived from improved diabetes self-management include quality of life, glycosylated hemoglobin, and blood pressure and other cardiovascular risk factors. Discussion: A conceptual model was provided to guide future research. Based on the review of the literature, specific research topics that need to fill the gaps in the literature were provided, including family-focused interventions for Chinese immigrant patients with diabetes and the effectiveness of these interventions to improve family functioning.
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Gopalan A, Moss H, Tao Y, Zhu J, Volpp K. Patient Perceptions of Current Disease Control in Poorly Controlled Diabetes. Health (London) 2014. [DOI: 10.4236/health.2014.615230] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Piette JD, Resnicow K, Choi H, Heisler M. A diabetes peer support intervention that improved glycemic control: mediators and moderators of intervention effectiveness. Chronic Illn 2013; 9:258-67. [PMID: 23585636 PMCID: PMC3830685 DOI: 10.1177/1742395313476522] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
UNLABELLED OBJECTIVE In a randomized trial, a guided diabetes peer support intervention improved glycemic control (A1c), with a difference in A1c change between groups of 0.58% (p = 0.004). The current study examined whether improvements in insulin uptake and perceived diabetes social support mediated the intervention's impact on A1c. We also examined potential moderation by patients' health literacy, diabetes social support, or diabetes distress. METHODS We conducted secondary analyses for 212 type 2 diabetes patients participating in the trial using accepted methods for testing mediation and moderation effects. RESULTS Roughly half (49%, 95% CI: 3-80%) of the A1c effect was mediated by increased insulin use, while changes in diabetes social support had a negligible impact. A1c impacts varied across subgroups defined by baseline diabetes social support and functional health literacy (both p < 0.01). The intervention was particularly beneficial among patients with low baseline diabetes support or literacy levels. The intervention had a greater impact on A1c among patients with more frequent engagement in peer support calls (p < 0.01). DISCUSSION Patients receiving increased peer support had improved glycemic control largely due to their greater likelihood of initiating insulin. Greater intervention engagement was associated with stronger effects. The intervention had its greatest benefits among patients with low support or poorer health literacy.
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Affiliation(s)
- John D Piette
- 1VA Ann Arbor Center for Clinical Management Research, HSR&D Center of Excellence, Ann Arbor, MI, USA
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Tai LA, Tsai LY, Chen SC. Change of glycaemic control and predictors in diabetes patients: Longitudinal observational study during the one year after hospital discharge. Int J Nurs Pract 2013; 19 Suppl 3:28-35. [DOI: 10.1111/ijn.12172] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Li-Ai Tai
- Department of Nursing; Cardinal Tien Junior College of Healthcare and Management; Taipei Taiwan
- Graduate Institute of Clinical Medical Sciences; College of Medicine; Chang Gung University
| | - Li-Yu Tsai
- Department of Endocrinology & Metabolism; Cardinal Tien Hospital Yonghe Branch; Taipei Taiwan
| | - Shu-Ching Chen
- Department of Nursing; Chang Gung University of Science and Technology; Kweishan Taoyuan Taiwan
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Persson K. The right perspective on responsibility for ill health. MEDICINE, HEALTH CARE, AND PHILOSOPHY 2013; 16:429-441. [PMID: 22893116 DOI: 10.1007/s11019-012-9432-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
There is a growing trend in policy making of holding people responsible for their lifestyle-based diseases. This has sparked a heated debate on whether people are responsible for these illnesses, which has now come to an impasse. In this paper, I present a psychological model that explains why different views on people's responsibility for their health exist and how we can reach a resolution of the disagreement. My conclusion is that policymakers should not perceive people as responsible while health care personnel should take the opposing view.
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Affiliation(s)
- Karl Persson
- Department of Philosophy, Linguistics and Theory of Science, The Faculty of Arts, Olof Wijksgatan 6, Box 200, 405 30 Göteborg, Sweden.
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Gurkova E, Ziakova K. Self-care behaviour, treatment satisfaction and quality of life in people on intensive insulin treatment. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2013; 158:303-8. [PMID: 23549504 DOI: 10.5507/bp.2013.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2011] [Accepted: 02/07/2013] [Indexed: 11/23/2022] Open
Abstract
AIM The aim of this cross-sectional study was to identify self-care behaviours and their relationships with treatment satisfaction and quality of life in people attending a structured educational programme for patients on intensive insulin therapy. METHODS A sample of 104 people with diabetes (62 with type-1; 42 with type 2) was recruited from the National Institute of Endocrinology and Diabetology in Ľubochňa over six months. The majority of respondents were women (62.5%); had multiple daily injections of insulin (73%); diabetic late complications (68%) and had not previously participated in the structured educational programmes in the specialized diabetes centre (64.4%). Self-management behaviour data were collected by means of structured interviews with patients as well as during clinic visits. For measuring quality of life, the Audit Diabetes Dependent Quality of Life questionnaire and for measuring satisfaction with their treatment regimen, the Diabetes Treatment Satisfaction Questionnaire status version was used. RESULTS General satisfaction with the treatment was significantly higher in people with diabetes, who implemented regular self-monitoring of the concentration of glucose in plasma (SMPG). We also demonstrated low adherence in the frequency of SMPG. 17% of respondents in our study performed daily SMPG. However, 52% respondents reported adaptation of insulin dosage in relation to factors such as carbohydrate intake, glycaemia values or degree of physical activity. Differences in quality of life due to performing the regular self-monitoring of glycaemia, adjustments of insulin doses in specific situations as well as carbohydrate counting were not significant. CONCLUSION Performing the regular self-monitoring of glycaemia was associated only with higher treatment satisfaction. No significant improvement in quality of life was seen in people performing the regular self-monitoring of glycaemia, adjustments of insulin doses in specific situations or carbohydrate counting.
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Affiliation(s)
- Elena Gurkova
- Institute of Nursing, Comenius University in Bratislava, Jesseniuss Faculty of Medicine in Martin, Mala Hora 5, 036 01 Martin, Slovak Republic
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Duprez V, De Pover M, De Spiegelaere M, Beeckman D. The development and psychometrical evaluation of a set of instruments to evaluate the effectiveness of diabetes patient education. J Clin Nurs 2013; 23:429-39. [PMID: 23279370 DOI: 10.1111/jocn.12044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/21/2012] [Indexed: 11/26/2022]
Abstract
AIMS AND OBJECTIVES To develop a set of psychometrically sound instruments to assess knowledge, self-management and self-efficacy of diabetic patients. Furthermore, a survey to evaluate the satisfaction about diabetes education for patients was developed and tested. BACKGROUND Treatment and secondary prevention of diabetes require a complex combination of care components. Patients' education has been accepted to improve diabetes knowledge, self-management and self-efficacy. Psychometrically sound instruments are needed to measure these patient-centred outcomes. DESIGN Psychometric instrument validation. METHODS The first phase included a systematic literature review to develop the instruments. Content validity was evaluated using a two-round Delphi procedure involving diabetes experts. The content validity of the instruments was excellent. In a second phase, a convenience sample of 188 diabetic patients in two hospitals in one specific care region in Belgium participated in the psychometric evaluation. The criterion-related validity and internal consistency reliability were evaluated. RESULTS The study produced a 21-item knowledge instrument, reflecting knowledge about 'glycemic control' and 'medico-social management aspects'. The self-management instrument included 32 statements, reflecting 'treatment and compliance' and 'general lifestyle'. The self-efficacy instrument included 30 items, reflecting 'nutrition', 'treatment' and 'regimen'. The patient satisfaction survey included 36 items, reflecting satisfaction about the relationship among the diabetes specialist, the diabetes educator, podiatrist and dietician. CONCLUSIONS An instrument set with sound psychometric characteristics was developed to assess knowledge, self-management and self-efficacy of diabetic patients. Future studies should focus on the association between the instrument outcomes and clinical patient outcomes. RELEVANCE TO CLINICAL PRACTICE The current instrument can support the design of educational interventions and training programmes and reduce inconsistencies in the information that patients receive. Furthermore, the instruments can be used for benchmarking the quality of diabetic patient education.
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Affiliation(s)
- Veerle Duprez
- Department of Bachelor in Nursing, Artevelde University College Ghent, Ghent, Belgium
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Peyrot M, Bushnell DM, Best JH, Martin ML, Cameron A, Patrick DL. Development and validation of the self-management profile for type 2 diabetes (SMP-T2D). Health Qual Life Outcomes 2012; 10:125. [PMID: 23039868 PMCID: PMC3541081 DOI: 10.1186/1477-7525-10-125] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2012] [Accepted: 09/22/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND This study evaluated the measurement properties of a newly developed instrument - the Self-Management Profile for Type 2 Diabetes (SMP-T2D). METHODS The 18-item SMP-T2D assesses 12 constructs: level and perceived ease of performance in five self-care domains (blood glucose monitoring, medication-taking, healthy eating, being physically active, and coping), and two global constructs (ease of weight management, confidence with ability to manage diabetes). Validation analyses were based on two studies involving 240 patients with T2D, Study 1 (Clinicaltrials.gov #NCT00637273) with SMP-T2D administration supplemented by SMP-T2D retest one week later, and Study 2 (Clinical trials.gov #NCT00877890) with SMP-T2D administration supplemented by 24-week SMP-T2D follow-up after medication change. Validation included clinical indicators and measures of patient reported quality of life, psychological well-being and treatment outcomes. RESULTS All multi-item SMP-T2D measures showed acceptable internal consistency (alphas = 0.71 to 0.87); ten measures had test-retest reliability >0.75. Correlations among SMP-T2D measures and between SMP-T2D measures and validation measures, which were as hypothesized, provided evidence of convergent and discriminant validity. Scores for six SMP-T2D measures improved significantly during Study 2. Multiple regression analysis showed independent associations between change in SMP-T2D measures and change in trial outcomes from baseline to end-of-study. CONCLUSIONS Two studies provide preliminary evidence regarding the reliability, validity and responsiveness of the SMP-T2D. Further research on the utility of the instrument is needed.
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Affiliation(s)
- Mark Peyrot
- Department of Sociology, Loyola University Maryland, Baltimore, MD, USA.
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Diabetes self-efficacy strongly influences actual control of diabetes in patients attending a tertiary hospital in India. J Community Health 2012; 37:653-62. [PMID: 22048985 DOI: 10.1007/s10900-011-9496-x] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
A cross-sectional survey of 507 in- and out-patients, with diagnosed Type 2 diabetes mellitus (T2DM) was undertaken to study the relationships between personal, disease and treatment-related factors and diabetes control in a tertiary care hospital. On multivariate logistic regression analysis, self-efficacy (odds ratio (OR) =2.94; 95% confidence interval (CI) =1.92-4.54); P<0.001) was the single most important determinant of current diabetes control (HbA1c ≤7%), along with absence of hyperglycemic symptoms in the past year (OR=1.83; 95% CI=1.15-2.93, P<0.01), current treatment with oral medication (OR=1.77; 95% CI=1.17-2.66; P<0.007), and adherence to dietary restrictions (OR=2.7; 95% CI=1.28-5.88; P<0.009). Self-efficacy was itself influenced by educational status, employment, availability of family support, and positive mental attitudes. Our findings suggest that health care delivery inputs, patients' personal characteristics including education and attitude, and family support for care are complexly processed to determine patients' ability to manage their disease, which ultimately influences disease outcomes.
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