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Boocock RC, Haste A, Moore HJ, Lake AA. Barriers and enablers to engagement with a type 2 diabetes remission project in the North East of England: qualitative perspectives of patients. J Nutr Sci 2024; 13:e28. [PMID: 39776522 PMCID: PMC11704941 DOI: 10.1017/jns.2024.30] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 01/20/2024] [Accepted: 03/29/2024] [Indexed: 01/11/2025] Open
Abstract
This qualitative research sought to identify factors influencing patient choice of, and patient-related internal and external enablers and barriers to engagement with, type 2 diabetes (T2D) remission strategies offered by the Remission in diabetes (REMI.D) project. Patients had a choice of three diets: Total Diet Replacement (TDR)-Formula Food Products, TDR-Food, and Healthy lifestyle approach; and three activity pathways: Everyday life, General Practitioner referral, and Social hub. Semi-structured interviews were recorded and transcribed. Thematic analysis used the Framework Method and NVivo 12 to assist with generation and organisation of codes, inductive and deductive (Theoretical Domains Framework). The REMI.D project was a place-based approach (place in this case being defined as two local authorities with significant rates of deprivation) situated in the North East of England. Twenty patients out of a possible 65 patients took part. Areas of interest included: patient choice, patient intention, patient adherence, patient non-adherence, and patient stigma. Addition of a more moderate dietary strategy (not dissimilar to the diet in the Healthier You NHS Diabetes Prevention Programme) to the existing NHS England T2D Path to Remission programme may enable more patients to achieve remission or delayed progression with deprescribing of diabetes medications. Embedding a tailored physical activity path within or as a bolt-on to the NHS programme requires consideration. Limited resources should be targeted towards patients who identify with more barriers or fewer opportunities for health behaviour modification. Further research on use of virtual programmes in deprived areas is warranted.
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Key Words
- COM-B:, Capability Opportunity Motivation – Behaviour
- COVID-19:, Coronavirus
- DIADEM, Diabetes Intervention Accentuating Diet and Enhancing Metabolism
- DIAMOND, Diabetes Education and Self-Management for Ongoing and Newly Diagnosed
- DiRECT, Diabetes Remission Clinical Trial
- GP:, General practitioner
- IMD:, Index of multiple deprivation
- NIHR:, National Institute for Health Research
- Patient interviews
- Qualitative research
- REMI.D:, Remission in diabetes
- Remission strategy
- T2D:, Type 2 diabetes
- TDF:, Theoretical domains framework
- TDR:, Total diet replacement
- Type 2 diabetes
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Affiliation(s)
- Ruth C. Boocock
- School of Health & Life Sciences, Teesside University, Middlesbrough, UK
- Fuse, Centre for Translational Research in Public Health, University of Newcastle, Newcastle upon Tyne, UK
| | - Anna Haste
- Fuse, Centre for Translational Research in Public Health, University of Newcastle, Newcastle upon Tyne, UK
- School of Social Sciences, Humanities & Law, Teesside University, Middlesbrough, UK
| | - Helen J. Moore
- Fuse, Centre for Translational Research in Public Health, University of Newcastle, Newcastle upon Tyne, UK
- School of Social Sciences, Humanities & Law, Teesside University, Middlesbrough, UK
| | - Amelia A. Lake
- School of Health & Life Sciences, Teesside University, Middlesbrough, UK
- Fuse, Centre for Translational Research in Public Health, University of Newcastle, Newcastle upon Tyne, UK
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Fisher L, Polonsky W, Naranjo D, Strycker L, Hessler D. A novel approach to understanding and assessing the emotional side of type 1 diabetes: The Type 1-Diabetes Distress Assessment System. Diabet Med 2024; 41:e15282. [PMID: 38244209 DOI: 10.1111/dme.15282] [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: 09/29/2023] [Revised: 12/28/2023] [Accepted: 01/02/2024] [Indexed: 01/22/2024]
Abstract
AIMS To describe the development of a novel, conceptually sound instrument with contemporary content for assessing diabetes distress (DD) among adults with type 1 diabetes. METHODS Qualitative interviews with 15 adults and 7 clinicians were used to develop Core (intensity of DD emotional burden) and primary Source (key DD contributors) items. These were administered to a national sample recruited from the TCOYD Research Registry, T1D Exchange and our previous studies. Exploratory and confirmatory factor analyses were undertaken, along with reliability and construct validity studies, and cut-point analyses to determine elevated DD. RESULTS Analyses based on 650 respondents yielded an 8-item Core DD scale (α = 0.95) and 10 2- or 3-item DD Source Scales (α range = 0.53-0.88): Financial Worries, Interpersonal Challenges, Management Difficulties, Shame, Hypoglycemia Concerns, Healthcare Quality, Lack of Diabetes Resources, Technology Challenges, Burden to Others and Worries about Complications. Core and Source scores were significantly associated with criterion variables: Higher DD scores were significantly linked with higher HbA1C, more frequent episodes of severe hypoglycaemia, missed boluses, and poorer quality of life (p > 0.001). A ≥2.0 scale cut-point to define elevated DD is suggested. CONCLUSIONS The new T1-Diabetes Distress Assessment System demonstrated good reliability and validity, and with measures of both Core emotional burden and Sources of DD, it provides a contemporary, flexible and practical approach to assessing DD that can be used seamlessly to inform intervention for clinicians and researchers.
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Affiliation(s)
- Lawrence Fisher
- University of California, San Francisco, San Francisco, California, USA
| | | | | | | | - Danielle Hessler
- University of California, San Francisco, San Francisco, California, USA
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Peng M, Li L, Shi X, Wang Z. Does integrated health management within a county medical consortium improve rural type 2 diabetic patients' self-management behavior and quality of life? An empirical analysis from Eastern China. BMC Public Health 2024; 24:1439. [PMID: 38811921 PMCID: PMC11138014 DOI: 10.1186/s12889-024-18885-0] [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: 07/12/2023] [Accepted: 05/17/2024] [Indexed: 05/31/2024] Open
Abstract
BACKGROUND Levels of self-management behaviors (SMB) and quality of life (QoL) are suboptimal in Chinese adults with type 2 diabetes (T2D), especially in rural China. Integrated health management within a county medical consortium, featuring multi-level teams of doctors, nurses, and other professionals offering follow-up services such as check-ups, assessments, treatment, and health education, is promising in improving this. This study aimed to assess the effect of integrated health management within a county medical consortium on the SMB and QoL of rural T2D patients in China. METHODS Based on a survey conducted on the county medical consortium in Eastern China, this study initially employed propensity score matching (PSM), a nonparametric technique, to precisely estimate the average treatment effect on the treated (ATT) of integrated health management on SMB and QoL in rural T2D patients. Subsequently, quantile regression was also performed to estimate the relationship between the implementation of integrated health management, sociodemographic factors, follow-up services (offered during integrated health management) and both SMB and QoL. RESULTS The ATT values for SMB and QoL, representing the net effect of integrated health management within a county medical consortium on SMB and QoL, were significantly positive. They ranged from 4.34 to 4.67 for SMB and from 0.89 to 1.06 for QoL, respectively, based on the four different PSM modalities. The results of quantile regression also revealed a statistically significant positive association between the implementation of integrated health management and both SMB (coef. = 4.15) and QoL (coef. = 1.54). These findings suggest that integrated health management within a county medical consortium can effectively improve SMB and QoL in rural T2D patients. Furthermore, frequency of follow-up service and health behavior guidance were positively associated with SMB and QoL. Conversely, on-call follow-up services, medication guidance and follow-up services at medical institutions were negatively correlated with SMB or QoL. CONCLUSIONS The study highlights the effectiveness of integrated health management within a county medical consortium in improving SMB and QoL among individuals with T2D in rural China. The findings offer invaluable insights for the advancement of chronic disease management in rural areas of developing countries.
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Affiliation(s)
- Mingyao Peng
- School of Health Policy & Management, Nanjing Medical University, Nanjing, 211166, China
| | - Li Li
- Binhai County People's Hospital, Yancheng, 224500, Jiangsu, China
| | - Xinyi Shi
- School of Health Policy & Management, Nanjing Medical University, Nanjing, 211166, China
| | - Zhonghua Wang
- School of Health Policy & Management, Nanjing Medical University, Nanjing, 211166, China.
- The Public Health Policy and Management Innovation Research Team, Nanjing Medical University, Nanjing, 211166, China.
- School of Public Health, Nanjing Medical University, Nanjing, 211166, China.
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Neves NWT, Breder JSC, Oliveira BA, Zanchetta FC, Barreto J, Sposito AC, Lima MHM. Diabetes-related distress and quality of life among people with type 2 diabetes at primary care level in Brazil. Acta Diabetol 2024; 61:461-471. [PMID: 38095701 DOI: 10.1007/s00592-023-02216-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 11/17/2023] [Indexed: 03/27/2024]
Abstract
PURPOSE Living with diabetes can be challenging, particularly when it comes to dealing with psychological distress and requiring self-care directives. Patients may feel frustrated, angry, overwhelmed, and discouraged. This study aimed to investigate the diabetes-related distress and quality of life among people with type 2 diabetes mellitus (T2DM). METHODS A cross-sectional study carried out at the Clinical Research Centre at the University of Campinas, Brazil, between September 2020 and April 2021. Patients answered data regarding demographic and clinical variables, the Brazilian version of the Diabetes Distress Scale and the Diabetes Quality of Life (QOL) Measure by telephone contact. The data were managed using the RedCap System. For statistical analysis of the data, the Mann-Whitney and Kruskal-Wallis tests were applied for comparisons, and the Chi-square test for associations. The correlations were evaluated using the Spearman correlation coefficient. RESULTS Out of the 302 participants we recruited, 50.33% exhibited significant diabetes-related distress. Those with elevated diabetes-related distress scores had shorter education levels (p < 0.05), lower HbA1c levels (p < 0.05), and lower total scores in Diabetes QOL Measure (p < 0.0001), particularly in the QOL impact (p < 0.0001), social/vocational worry (p < 0.05), and diabetes worry (p < 0.0001) subscales compared to the group with the lowest diabetes-related distress. CONCLUSION Elevated diabetes-related stress scores significantly affect patients' QOL. Therefore, early screening of individuals at risk for this condition, using well-coordinated protocols, could mitigate adverse QOL effects and enhance their overall experience during disease management.
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Affiliation(s)
| | | | | | | | - Joaquim Barreto
- Department of Clinical Medicine, School of Medical Sciences, Universidade Estadual de Campinas, São Paulo, Brazil
| | - Andrei C Sposito
- Department of Clinical Medicine, School of Medical Sciences, Universidade Estadual de Campinas, São Paulo, Brazil
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Seddigh S, Tang TS. Social support and diabetes distress: Does the messenger matter as much as the message? Chronic Illn 2023; 19:681-685. [PMID: 35619542 DOI: 10.1177/17423953221102622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
We explored the relationship between social support (family/friends and health care team) and four diabetes distress subscales in 196 adults with type 2 diabetes in a specialty care setting. Health care support was associated with lower physician- and regimen-related distress, while friends/family support was related to lower interpersonal distress. The study was registered on clinicaltrials.gov (NCT02804620).
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Affiliation(s)
- Sorayya Seddigh
- Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Tricia S Tang
- Department of Medicine, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
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Tilden DR, Noser AE, Jaser SS. Sedentary Behavior and Physical Activity Associated with Psychosocial Outcomes in Adolescents with Type 1 Diabetes. Pediatr Diabetes 2023; 2023:1395466. [PMID: 37614407 PMCID: PMC10445792 DOI: 10.1155/2023/1395466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/25/2023] Open
Abstract
Background Adolescents with type 1 diabetes (T1D) are particularly vulnerable to poor psychosocial outcomes-high rates of diabetes distress and poor quality of life are common among this cohort. Previous work in the general population demonstrated positive associations between quality of life and increases in moderate-to-vigorous physical activity (MVPA), as well as decreased sedentary behavior. While survey-based assessments of young adults with T1D observed similar trends, these studies were limited by their use of subjective assessments of MVPA and sedentary behavior. The use of direct activity monitoring is needed to establish the association between psychosocial outcomes and MVPA and sedentary behavior among adolescents with T1D. Objective To explore the association between objectively measured MVPA and sedentary behavior on psychosocial outcomes among adolescents with T1D. Subjects and Methods The current study is a secondary analysis of baseline data collected for a pilot trial of sleep-promoting intervention for adolescents with T1D. Participants (n = 29, with a mean age of 15.9 ± 1.3 years) completed baseline surveys and wore an actigraph for a week following the baseline visit. We examined minutes per week of MVPA and proportion of awake time spent sedentary in relation to adolescents' diabetes distress, depressive symptoms, and diabetes-related quality of life. Results Participants engaged in a mean of 19.6 ± 22.4 minutes of MVPA per day and spent 68.6 ± 9.9% of their awake time sedentary. MVPA was associated with lower diabetes distress in unadjusted (-3.6; 95% CI: -6.4 to -0.8) and adjusted (-2.6; 95% CI: -5.0--0.3) analyses. Sedentary time was associated with higher diabetes distress in adjusted (6.3; 95% CI: 1.3-11.2) but not unadjusted (6.0; 95% CI: -5.6-12.6) analyses. In secondary analyses, we did not observe significant associations between quality of life or depressive symptoms with either MVPA or sedentary behavior. Discussion Our findings extend previous survey-based work demonstrating an association between decreased diabetes distress with greater weekly MVPA and lower sedentary time. The current study highlights the multifaceted benefits of physical activity in this population and provides preliminary evidence for developing interventions to reduce sedentary time as an alternative method to improve psychosocial outcomes in this at-risk population.
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Affiliation(s)
- Daniel R. Tilden
- Endocrinology, Diabetes, and Clinical Pharmacology, University of Kansas Medical Center, Kansas City, KS, USA
| | - Amy E. Noser
- Department of Family Medicine and Community Health, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Sarah S. Jaser
- Department of Pediatrics, Division of Pediatric Psychology, Vanderbilt University School of Medicine, Nashville, TN, USA
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Huang LC, Lin CL, Chang YT, Chen RY, Bai CH. Gender Impact on Diabetes Distress Focus at Medical Communication Concerns, Life and Interpersonal Stress. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15678. [PMID: 36497755 PMCID: PMC9737495 DOI: 10.3390/ijerph192315678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/23/2022] [Accepted: 11/24/2022] [Indexed: 06/17/2023]
Abstract
INTRODUCTION along with the rapidly aging population in many countries around the world, the global prevalence of diabetes and suffering from diabetes-related depression have risen in middle-aged and elderly adults. However, given that psychological stress is deeply influenced by culture, gender inequality in these statistics is often exhibited and increases with age. The aim of this study was to explore the gender difference in diabetes distress among middle-aged and elderly diabetic patients. METHODS 395 participants from four hospitals were recruited for a cross-sectional survey. The Taiwan Diabetes Distress Scale (TDDS) was used to measure diabetes distress. Linear regression was conducted to assess the gender difference in different types of diabetes distress. RESULTS there was significant gender difference in each diabetes distress domain. In particular, men who had received diabetes education in the past six months seemed to be more concerned about diabetes complications and felt pressured to communicate with doctors. In addition, women seemed to be more affected by diabetes distress because of their marital status, especially for married women. CONCLUSIONS diabetes distress seems to have significant gender differences; however, more longitudinal research is needed on the causal relationship between gender and diabetes distress.
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Affiliation(s)
- Li-Chi Huang
- Endocrinology & Metabolism, Cathay General Hospital, Taipei 106438, Taiwan
- School of Public Health, Taipei Medical University, Taipei 110301, Taiwan
| | - Ching-Ling Lin
- Endocrinology & Metabolism, Cathay General Hospital, Taipei 106438, Taiwan
- School of Medicine, College of Medicine, Taipei Medical University, Taipei 110301, Taiwan
- School of Medicine, National Tsing Hua University, Hsinchu 300044, Taiwan
| | - Yao-Tsung Chang
- School of Public Health, Taipei Medical University, Taipei 110301, Taiwan
| | - Ruey-Yu Chen
- School of Public Health, Taipei Medical University, Taipei 110301, Taiwan
| | - Chyi-Huey Bai
- School of Public Health, Taipei Medical University, Taipei 110301, Taiwan
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Zeng B, Yue Y, Liu T, Ahn H, Li C. The Influence of the BDNF Val66Met Variant on the Association Between Physical Activity/Grip Strength and Depressive Symptoms in Persons With Diabetes. Clin Nurs Res 2022; 31:1462-1471. [PMID: 36168703 DOI: 10.1177/10547738221119343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
The rs6265 in the brain-derived neurotrophic factor (BDNF) is associated with depression in people with diabetes. Both physical activity (PA) and grip strength are negatively associated with depression. We conducted cross-sectional analyses of the wave 10 survey data for a nationally representative sample of 1,051 diabetes participants of the Health and Retirement Study. Both greater PA (β = -.15) and stronger grip strength (β = -.02) were independently associated with depression. Although the interaction between BDNF rs6265 and PA on depressive symptoms was not significant, the negative PA-depression association was stronger among female non-Met carriers (β = -.19) and male Met carriers (β = -.14). Meanwhile, grip strength was associated with depression only in Met carriers (β = -.04), and similar association was observed in both males and females. In conclusion, female non-Met carriers and male Met carriers may benefit from PA.
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Affiliation(s)
- Bin Zeng
- Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, China
| | - Yan Yue
- Hospital of Chengdu University of Traditional Chinese Medicine, China
| | - Tingting Liu
- Florida State University College of Nursing, Tallahassee, USA
| | - Hyochol Ahn
- Florida State University College of Nursing, Tallahassee, USA
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Peimani M, Bandarian F, Namazi N, Larijani B, Nasli-Esfahani E. Physical Activity Behavior During the COVID-19 Outbreak in Individuals with Type 2 Diabetes: Role of Social Support and Other Covariates. Int J Endocrinol Metab 2022; 20:e120867. [PMID: 36060451 PMCID: PMC9363939 DOI: 10.5812/ijem-120867] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 04/12/2022] [Accepted: 04/24/2022] [Indexed: 12/04/2022] Open
Abstract
OBJECTIVES This study was performed to investigate whether social support and other psychological predictors were associated with physical activity during the prolonged social isolation due to the coronavirus disease 2019 outbreak in Iran. METHODS This cross-sectional study was performed on 494 individuals with type 2 diabetes (T2D) in a diabetes specialty clinic. The questionnaire package comprised five parts, including sociodemographic and clinical characteristics, physical activity level, diabetes-specific social support, feelings of isolation, and diabetes-related distress. Clinical and hemoglobin A1c data were obtained from electronic medical records. Descriptive statistics, Pearson's chi-square test, and multivariable logistic regressions were conducted to analyze the data. RESULTS Approximately 71% of the participants participated in low/insufficient levels of physical activity. The participants who received support from family/friends (odds ratio [OR] = 1.77; 95% confidence interval [CI]: 1.47 - 2.74), diabetes care team (OR = 1.42; 95% CI: 1.15 - 1.77), and neighbors (OR = 1.53; 95% CI: 1.20 - 2.08) were more likely to have sufficient physical activity than those who did not receive these supports. There was also an association between physical activity behavior with feelings of isolation and diabetes distress. CONCLUSIONS This study points to the importance of social support as an amplifier mechanism for the maintenance of physical activity behavior in individuals with T2D during critical times.
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Affiliation(s)
- Maryam Peimani
- Diabetes Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Bandarian
- Metabolomics and Genomics Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institutes, Tehran University of Medical Sciences, Tehran, Iran
| | - Nazli Namazi
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Bagher Larijani
- Diabetes Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Ensieh Nasli-Esfahani
- Diabetes Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
- Corresponding Author: Diabetes Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, P. O. Box: 1411713137, Tehran, Iran. Tel : +98-2188631298, Fax : +98-2188220052,
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Lin CL, Chang YT, Liu WC, Huang LC, Tsao SY, Chen YH, Chen RY. Exploring and Developing a New Culturally-Appropriate Diabetes Distress Scale in Taiwan. Front Public Health 2022; 10:838661. [PMID: 35372236 PMCID: PMC8968751 DOI: 10.3389/fpubh.2022.838661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Accepted: 02/21/2022] [Indexed: 11/21/2022] Open
Abstract
Introduction The aim of this study was to develop and validate a new diabetes distress scale suitable for Chinese and Taiwanese culture. Methods This study collected the current diabetes distress measurement tools, re-organized current definitions about the domains of diabetes distress, and then developed a new tool. Three hundred and ninety-five participants from four hospitals in northern Taiwan were recruited by cluster randomized sampling for validity test. Results We found the new diabetes distress scale had appropriate reliability and validity, including an acceptable model fit for the 12-item scale. Conclusions This new diabetes distress scale might be more directly related to emotional distress issues blood glucose control, improve the clinical conspicuity of diabetes distress, and even benefit the overall care of diabetic patients in Taiwan. Further studies about the validity and reliability of this new tool in a nationwide setting are needed.
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Affiliation(s)
- Ching-Ling Lin
- Endocrinology and Metabolism, Cathay General Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- School of Medicine, National Tsing Hua University, Hsinchu, Taiwan
| | - Yao-Tsung Chang
- School of Public Health, Taipei Medical University, Taipei, Taiwan
| | - Wen-Cheng Liu
- Endocrinology and Metabolism, Cathay General Hospital, Taipei, Taiwan
| | - Li-Chi Huang
- Endocrinology and Metabolism, Cathay General Hospital, Taipei, Taiwan
- School of Public Health, Taipei Medical University, Taipei, Taiwan
| | - Shin-Yi Tsao
- Endocrinology and Metabolism, Cathay General Hospital, Taipei, Taiwan
| | - Yu-Hsin Chen
- Endocrinology and Metabolism, Cathay General Hospital, Taipei, Taiwan
| | - Ruey-Yu Chen
- School of Public Health, Taipei Medical University, Taipei, Taiwan
- *Correspondence: Ruey-Yu Chen
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Sultana MS, Islam MS, Sayeed A, Potenza MN, Sikder MT, Rahman MA, Koly KN. Prevalence and correlates of diabetes distress and depressive symptoms among individuals with type-2 diabetes mellitus during Ramadan fasting: A cross-sectional study in Bangladesh amid the COVID-19. Diabetes Res Clin Pract 2022; 185:109210. [PMID: 35122903 DOI: 10.1016/j.diabres.2022.109210] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 11/29/2021] [Accepted: 01/18/2022] [Indexed: 11/27/2022]
Abstract
AIMS Psychological concerns relating to "diabetes distress" (DD) and depressive symptoms (DS) in individuals with type-2 diabetes mellitus (T2DM) may negatively impact adherence to medical treatments and overall mental health. Thus, this study was undertaken to investigate DS and DD in relation to fasting during the month of Ramadan. METHODS A cross-sectional survey was conducted among 735 patients with T2DM in 2021. DD and DS were measured by the Problem Areas in Diabetes scale and Patient Health Questionnaire-9, respectively. Logistic regression and correlation analyses were executed. RESULTS More than one-third of the participants (41.2%) had DD and DS (36.9%). DS was significantly higher in participants who did not fast (p = 0.027). Participants who had higher dietary diversity were less likely to have DD (p = 0.004) and DS (p = 0.001). Females (AOR = 1.89, 95% CI: 1.25-2.85) and those who lived alone (AOR = 1.89, 95% CI: 1.25-2.85) were more likely to have DS. Participants with diabetes-related complications were more likely to experience DS (AOR = 2.17; 95% CI: 1.5-3.13) and DD (AOR = 3.46; 95% CI: 2.42-4.95). DD was also associated with being younger (p = 0.003), having hypertension (p = 0.030), having heart disease (p = 0.012), and taking insulin (p = 0.010). CONCLUSIONS Individuals with T2DM who were not fasting experienced more mental health concerns. Psychosocial support and other interventions from health professionals should be examined and empirical interventions should be implemented to promote the mental health and well-being of individuals with T2DM.
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Affiliation(s)
- Mst Sadia Sultana
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka, Bangladesh.
| | - Md Saiful Islam
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka, Bangladesh; Center for Advanced Research Excellence in Public Health, Dhaka, Bangladesh
| | - Abu Sayeed
- Department of Post-Harvest Technology and Marketing, Patuakhali Science and Technology University, Patuakhali 8602, Bangladesh
| | - Marc N Potenza
- Department of Psychiatry and Child Study Center, Yale School of Medicine, New Haven, CT, United States; Connecticut Mental Health Center, New Haven, CT, United States; Connecticut Council on Problem Gambling, Wethersfield, CT, United States; Department of Neuroscience and Wu Tsai Institute, Yale University, New Haven, CT, United States
| | - Md Tajuddin Sikder
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka, Bangladesh
| | - Muhammad Aziz Rahman
- School of Health, Federation University Australia, Berwick, Victoria, Australia; Australian Institute for Primary Care and Ageing, La Trobe University, Melbourne, Victoria, Australia; Department of Non-Communicable Diseases, Bangladesh University of Health Sciences, Dhaka, Bangladesh; Faculty of Public Health, Universitas Airlangga, Surabaya, Indonesia
| | - Kamrun Nahar Koly
- Health Systems and Population Studies Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
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Factors Associated with Diabetes-Related Distress in Patients with Type 2 Diabetes Mellitus. JOURNAL OF INTERDISCIPLINARY MEDICINE 2021. [DOI: 10.2478/jim-2021-0027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Abstract
Introduction: The aim of this study was to identify factors associated with diabetes-related distress (DRD) in adult patients with type 2 diabetes mellitus (T2DM).
Material and Methods: This was an analysis of data previously obtained from two cross-sectional studies, in which medical charts review and direct interviews were employed to obtain medical and demographic data. Vital status assessment and anthropometric measurements were performed. The patients filled out specific questionnaires for DRD (DDS-17), symptoms of depression (PHQ-9), and of anxiety (GAD-7). A clinical meaningful threshold for DRD was set at ≥2.0 points. Symptoms of depression and anxiety, number of chronic complications, therapy for T2DM, anthropometric and cardio-metabolic parameters, as well as demographic, socio-economic data, and lifestyle habits were evaluated as factors possibly associated with DRD by univariate and multiple regression analyses.
Results: A total of 271 patients with T2DM were included in this analysis, of whom 25.1% presented a DDS-17 score ≥2 points (and 9.96% a DDS-17 score ≥3). Subjects with a DDS-17 score ≥2 had higher HbA1c levels (p = 0.018), PHQ-9 and GAD-7 scores (p <0.0001 for both). The multiple regression model indicated that anxiety (p = 0.026), depression (p = 0.001), and ethnicity (p = 0.002) were significantly correlated with DRD (p <0.0001). With regards to subscales, the HbA1c (p = 0.005) and PHQ-9 score (p <0.0001) were significantly associated with emotional burden, ethnicity (p = 0.001) and depression (p = 0.004) with regimen-related distress, whereas ethnicity (p = 0.010) and GAD-7 score (p = 0.012) with interpersonal distress.
Conclusions: Psychosocial factors like depression, anxiety, or ethnicity significantly contribute to DRD in patients with T2DM, and worse glycemic control is associated with emotional burden.
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Chu H, Chen L, Yang X, Qiu X, Qiao Z, Song X, Zhao E, Zhou J, Zhang W, Mehmood A, Pan H, Yang Y. Roles of Anxiety and Depression in Predicting Cardiovascular Disease Among Patients With Type 2 Diabetes Mellitus: A Machine Learning Approach. Front Psychol 2021; 12:645418. [PMID: 33995200 PMCID: PMC8113686 DOI: 10.3389/fpsyg.2021.645418] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 03/17/2021] [Indexed: 12/18/2022] Open
Abstract
Cardiovascular disease (CVD) is a major complication of type 2 diabetes mellitus (T2DM). In addition to traditional risk factors, psychological determinants play an important role in CVD risk. This study applied Deep Neural Network (DNN) to develop a CVD risk prediction model and explored the bio-psycho-social contributors to the CVD risk among patients with T2DM. From 2017 to 2020, 834 patients with T2DM were recruited from the Department of Endocrinology, Affiliated Hospital of Harbin Medical University, China. In this cross-sectional study, the patients' bio-psycho-social information was collected through clinical examinations and questionnaires. The dataset was randomly split into a 75% train set and a 25% test set. DNN was implemented at the best performance on the train set and applied on the test set. The receiver operating characteristic curve (ROC) analysis was used to evaluate the model performance. Of participants, 272 (32.6%) were diagnosed with CVD. The developed ensemble model for CVD risk achieved an area under curve score of 0.91, accuracy of 87.50%, sensitivity of 88.06%, and specificity of 87.23%. Among patients with T2DM, the top five predictors in the CVD risk model were body mass index, anxiety, depression, total cholesterol, and systolic blood pressure. In summary, machine learning models can provide an automated identification mechanism for patients at CVD risk. Integrated treatment measures should be taken in health management, including clinical care, mental health improvement, and health behavior promotion.
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Affiliation(s)
- Haiyun Chu
- Department of Medical Psychology, Harbin Medical University, Harbin, China
| | - Lu Chen
- Department of Endocrinology, Peking Union Medical College Hospital, Beijing, China
| | - Xiuxian Yang
- Department of Medical Psychology, Harbin Medical University, Harbin, China
| | - Xiaohui Qiu
- Department of Medical Psychology, Harbin Medical University, Harbin, China
| | - Zhengxue Qiao
- Department of Medical Psychology, Harbin Medical University, Harbin, China
| | - Xuejia Song
- Department of Medical Psychology, Harbin Medical University, Harbin, China
| | - Erying Zhao
- Department of Medical Psychology, Harbin Medical University, Harbin, China
| | - Jiawei Zhou
- Department of Medical Psychology, Harbin Medical University, Harbin, China
| | - Wenxin Zhang
- Department of Medical Psychology, Harbin Medical University, Harbin, China
| | - Anam Mehmood
- Department of Medical Psychology, Harbin Medical University, Harbin, China
| | - Hui Pan
- Department of Endocrinology, Peking Union Medical College Hospital, Beijing, China
| | - Yanjie Yang
- Department of Medical Psychology, Harbin Medical University, Harbin, China
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Theodoropoulou KT, Dimitriadis GD, Tentolouris N, Darviri C, Chrousos GP. Diabetes distress is associated with individualized glycemic control in adults with type 2 diabetes mellitus. Hormones (Athens) 2020; 19:515-521. [PMID: 32844383 DOI: 10.1007/s42000-020-00237-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 08/04/2020] [Indexed: 12/15/2022]
Abstract
PURPOSE It has been proposed that the negative emotional state of diabetes distress (DD) may exert a detrimental effect on glycemic outcomes of individuals struggling with diabetes-related challenges. Thus far, no study has investigated this association by utilizing individualized treatment targets of patients' glycemic control. Therefore, we sought to identify the potential role of DD in the achievement of individualized glycemic targets (AIGTs) among persons with type 2 diabetes mellitus (T2D). METHODS This cross-sectional study included a well-characterized outpatient group of T2D adults cared for in an academic medical center. DD was evaluated with the Diabetes Distress Scale. The AIGTs was defined according to the American Diabetes Association guidelines. Logistic regression analyses were utilized to identify independent correlates of the AIGTs. RESULTS A total of 123 individuals (mean [standard deviation] age: 58.0 [6.2] years, 55.3% females) were included in the final analysis. AIGTs was observed in 43.9% of the patients. Experiencing greater DD was associated with a lower likelihood of AIGTs (unadjusted odds ratio [OR]: 0.17, 95% confidence interval [CI]: 0.08-0.34, P value < 0.001), even after accounting for additional individual-level covariates (adjusted OR: 0.18, 95% CI: 0.08-0.42, P value < 0.001). Medication adherence was also a determinant of participants' AIGTs (adjusted OR: 1.91, 95% CI: 1.13-3.23, P value = 0.015). CONCLUSION Our findings provide novel evidence that DD likely undermines glycemic status in adult outpatients with T2D, even in the context of individually tailored diabetes care, and this should be taken into account when necessary.
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Affiliation(s)
- Konstantina Th Theodoropoulou
- Postgraduate Course "Science of Stress and Health Promotion", School of Medicine, National and Kapodistrian University of Athens, Soranou Ephessiou Str. 4, GR-115 27, Athens, Greece.
| | - George D Dimitriadis
- Second Department of Internal Medicine, Research Institute and Diabetes Center, School of Medicine, National and Kapodistrian University of Athens, Attikon University Hospital, Rimini Str. 1, GR-124 62, Athens, Greece
| | - Nikolaos Tentolouris
- First Department of Propaedeutic Internal Medicine, School of Medicine, National and Kapodistrian University of Athens, Laiko University Hospital, Ag. Thoma Str. 17, GR-115 27, Athens, Greece
| | - Christina Darviri
- Postgraduate Course "Science of Stress and Health Promotion", School of Medicine, National and Kapodistrian University of Athens, Soranou Ephessiou Str. 4, GR-115 27, Athens, Greece
| | - George P Chrousos
- Postgraduate Course "Science of Stress and Health Promotion", School of Medicine, National and Kapodistrian University of Athens, Soranou Ephessiou Str. 4, GR-115 27, Athens, Greece
- Division of Endocrinology, Diabetes and Metabolism, First Department of Pediatrics, School of Medicine, National and Kapodistrian University of Athens, "Aghia Sophia" Children's Hospital, Thivon & Papadiamantopoulou Str., GR-115 27, Athens, Greece
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Lee J, Callaghan T, Ory M, Zhao H, Foster M, Bolin JN. Effect of Study Design and Survey Instrument to Identify the Association Between Depressive Symptoms and Physical Activity in Type 2 Diabetes, 2000-2018: A Systematic Review. DIABETES EDUCATOR 2019; 46:28-45. [DOI: 10.1177/0145721719893359] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction Previous studies have used a variety of survey measurement options for evaluating the association between physical activity (PA) and depressive symptoms, raising questions about the types of instruments and their effect on the association. This study aimed to identify measures of PA and depressive symptoms and findings of their association given diverse instruments and study characteristics in type 2 diabetes (T2DM). Methods Online databases, Medline, Embase, CINAHL, and PsycINFO were searched on July 20, 2018, and January 8, 2019. Our systematic review included observational studies from 2000 to 2018 that investigated the association between PA and depressive symptoms in T2DM. Results Of 2294 retrieved articles, 28 studies were retained in a focused examination and comparison of the instruments used. There were a range of standard measures, 10 for depressive symptoms and 7 for PA, respectively. Patient Health Questionnaire (PHQ) for depressive symptoms and study-specific methods for PA were the most popular. Overall, 71.9% found a significant association between PA and depressive symptoms. Among studies classified as high quality or reliability, the figure was 81.8%. Conclusion A majority of the sample found an association between depressive symptoms and PA, which is fairly consistent across study characteristics. The findings provide the evidence for the health benefits of PA on reducing depressive symptoms in persons with T2DM, suggesting active engagement in PA for effective diabetes management. However, guidelines for objective measurements and well-designed prospective studies are needed to strengthen the evidence base and rigor for the association and its directionality.
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Affiliation(s)
- Jusung Lee
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station, Texas
| | - Timothy Callaghan
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station, Texas
| | - Marcia Ory
- Environmental and Occupational Health, School of Public Health, Texas A&M University, College Station, Texas
| | - Hongwei Zhao
- Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, Texas
| | - Margaret Foster
- Medical Sciences Library, Texas A&M University, College Station, Texas
| | - Jane N. Bolin
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station, Texas
- School of Nursing, Texas A&M University, College Station, Texas
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Khaledi M, Haghighatdoost F, Feizi A, Aminorroaya A. The prevalence of comorbid depression in patients with type 2 diabetes: an updated systematic review and meta-analysis on huge number of observational studies. Acta Diabetol 2019; 56:631-650. [PMID: 30903433 DOI: 10.1007/s00592-019-01295-9] [Citation(s) in RCA: 182] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 02/02/2019] [Indexed: 02/06/2023]
Abstract
AIMS Depression is a common co-morbidity in patients with type 2 diabetes mellitus (T2DM). Untreated depression in these patients adversely affects self-care activities and other diabetes complications. The aim of this study is to estimate the prevalence of depression among patients with T2DM by conducting a meta-analysis of observational studies. METHODS MEDLINE, Web of Science, Science Direct, and Google Scholar databases were searched for all observational studies that assessed depression in T2DM. Relevant articles were searched using the combination of Medical Subject Heading (MeSH) terms of "depression", "depressive disorder", and "diabetes mellitus" published between January 2007 and July 2018. Random effects model was used to estimate the weighted prevalence rates and 95% CI using "metaprop program in STATA 11". RESULTS In total, the 248 included studies (with 273 reported prevalence) identified 83,020,812 participants; of them, 23,245,827 (28%; 95% CI 27, 29) suffered from different severity levels of depressive disorders. The prevalence of depression was separately reported in 137,372 males and 134,332 females. Of them, 31,396 males (23%, 95% CI: 20, 26) and 45,673 females (34%, 95% CI: 31, 38) were depressed. Compared with global estimate, depression prevalence was lower in Europe (24%) and Africa (27%), but higher in Australia (29%) and Asia (32%). The prevalence in America was equal to the estimated prevalence in the world (28%). Depression was more common in subjects younger than 65 compared with elderlies (31% vs. 21%). CONCLUSION Our findings demonstrated that almost one in four adults with T2DM experienced depression. Given the high prevalence of depressive disorders in diabetic patients, screening these patients for co-morbid depression and its relevant risk factors is highly recommended.
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Affiliation(s)
- Mohammad Khaledi
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Fahimeh Haghighatdoost
- Food Security Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
- Department of Community Nutrition, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Awat Feizi
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
- Biostatistics and Epidemiology Department, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Ashraf Aminorroaya
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran.
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Aga F, Dunbar SB, Kebede T, Gary RA. The role of concordant and discordant comorbidities on performance of self-care behaviors in adults with type 2 diabetes: a systematic review. Diabetes Metab Syndr Obes 2019; 12:333-356. [PMID: 31114271 PMCID: PMC6497834 DOI: 10.2147/dmso.s186758] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 02/11/2019] [Indexed: 01/26/2023] Open
Abstract
Background: Most patients with Type 2 diabetes (T2D) have high number of comorbid chronic conditions that can affect their self-care abilities. Guidelines for diabetes self-care behaviors are disease specific with little attention given to managing T2D with other comorbidities. Identifying comorbidities that either improve or potentially diminish the individual's capacity to perform effective self-care behaviors is essential to enhance clinical outcomes. One such framework conceptualizes comorbidities as concordant or discordant with diabetes pathophysiological pathways and care goals. Objective: The purpose of this systematic review was to examine the role of diabetes-concordant and discordant chronic conditions on the performance of self-care behaviors in adults with T2D. Methods: A comprehensive literature search was undertaken to identify published English language articles through the following five electronic databases: PubMed, CINAHL, PsycINFO, ISI Web of Science, and EMBASE. Quantitative studies published from March 2006 to April 2018 were included. Quality of evidence was evaluated using the Joanna Briggs Institutes Critical Appraisal Tools (JBI-CAT) and rated using Quality Assessment Tool for Quantitative Studies (QATQS). Results: The initial database search identified 1,136 articles but only 33 studies that met the inclusion criteria were included. The most common concordant comorbidity was hypertension while depression was the most common discordant condition. Adherence to medications was the most frequent diabetes self-care behavior reported and tended to be higher among concordant comorbidities. The findings showed mixed results concerning the effect of some concordant comorbidities such as hypertension, hyperlipidemia, retinopathy, and heart failure on diabetes self-care behaviors. But, there is agreement across studies that diabetes-discordant comorbidities have a more detrimental effect on self-care behaviors. Conclusions: Concordant comorbidities may improve diabetes self-care, but the evidence is inconclusive. Future research using well designed studies are needed to examine the complex relationship between diabetes self-care and comorbidities.
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Affiliation(s)
- Fekadu Aga
- Department of Nursing, School of Nursing & Midwifery, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
- Correspondence: Fekadu AgaDepartment of Nursing, School of Nursing & Midwifery, College of Health Sciences, Addis Ababa University, P.O. Box 9083, Addis AbabaTel +125 191 103 3684Email
| | - Sandra B Dunbar
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA30322, USA
| | - Tedla Kebede
- Tikur Anbessa Specialized Hospital, Diabetes & Endcrinology Unit, Department of Internal Medicine School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Rebecca A Gary
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA30322, USA
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Zanchetta FC, Trevisan DD, Apolinario PP, Silva JBD, Lima MHDM. Clinical and sociodemographic variables associated with diabetes-related distress in patients with type 2 diabetes mellitus. EINSTEIN-SAO PAULO 2017; 14:346-351. [PMID: 27759822 PMCID: PMC5234745 DOI: 10.1590/s1679-45082016ao3709] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Accepted: 06/27/2016] [Indexed: 11/22/2022] Open
Abstract
Objective: To evaluate the relation between diabetes-related distress and the clinical and sociodemographic characteristics of type 2 diabetes mellitus patients. Methods: A cross-sectional study based on a secondary analysis of data collected at a specialized care outpatient center in Brazil. Participants completed a questionnaire on sociodemographic and clinical characteristics and the Brazilian version of the Diabetes Distress Scale (B-DDS). Results: About 31% of the 130 eligible patients reported diabetes distress, and the mean B-DDS score was 2.6. Multiple regression analysis showed the B-DDS score was positively correlated with marital status (p=0.0230), use of diet and physical activities for diabetes management (p=0.0180), and use of insulin therapy (p=0.0030). The "emotional burden", "regimen-related distress", and "interpersonal distress" domains from B-DDS were associated with the use of insulin therapy (p=0.0010), marital status (p=0.0110), and the presence of three or more comorbidities (p=0.0175). Conclusion: These findings suggest the clinical and sociodemographic variables are relatively weak predictors of diabetes-related distress. The highest scores in the B-DDS were observed in the emotional burden domain, indicating the presence of diabetes distress among the participants of the study. Objetivo: Avaliar a relação entre o estresse relacionado ao diabetes e as características clínicas e sociodemográficas de pacientes com diabetes mellitus do tipo 2. Métodos: Estudo transversal com base na análise secundária de dados coletados em um ambulatório de atendimento terciário no Brasil. Os participantes preencheram um questionário sobre as características sociodemográficas e clínicas, e a versão brasileira da Diabetes Distress Scale (B-DDS). Resultados: Aproximadamente 31% dos 130 pacientes elegíveis relataram estresse relacionado ao diabetes, e a média do escore da B-DDS foi de 2,6. O modelo de regressão múltipla mostrou que a pontuação B-DDS foi positivamente correlacionada com o estado civil (p=0,0230), realização de dieta e atividades físicas (p=0,0180), e uso de insulina (p=0,0030). Os domínios da B-DDS "carga emocional", "estresse relacionado ao regime terapêutico" e "estresse nas relações interpessoais" foram associados a uso de insulina (p=0,0010), estado civil (p=0,0110) e presença de três ou mais comorbidades (p=0,0175). Conclusão: Estes resultados sugerem que as variáveis clínicas e sociodemográficas são preditores relativamente fracos para o estresse relacionado ao diabetes. No domínio "carga emocional", foi observada a maior pontuação da B-DDS, indicando a presença do estresse relacionado ao diabetes entre os pacientes deste estudo.
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