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Albai O, Braha A, Timar B, Timar R. Predictive Factors for Altered Quality of Life in Patients with Type 2 Diabetes Mellitus. J Clin Med 2024; 13:4389. [PMID: 39124656 PMCID: PMC11313388 DOI: 10.3390/jcm13154389] [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: 07/01/2024] [Revised: 07/23/2024] [Accepted: 07/25/2024] [Indexed: 08/12/2024] Open
Abstract
Objectives: To evaluate the quality of life (QoL) in a group of patients with type 2 diabetes (T2DM) and to identify predictive factors to apply the necessary measures to improve it. Methods: For this, 299 patients with T2DM were enrolled in a cross-sectional study, and their QoL was assessed using the EQ-5D-3L questionnaire. All patients underwent clinical exams, routine laboratory tests, and nerve conduction velocity (NCV) at the common peroneal nerve. Results: Patients had a median age of 66 (57; 70) years, median duration of T2DM of 10 (6; 15) years, median HbA1c of 8 (7; 9.3)%, and mean EQ-5D-3L score of 55%. In addition, 9.7% presented extreme difficulty in mobility, 18.5% severe difficulty in self-care, and 16.4% in usual activities. One-third presented with severe pain or discomfort, anxiety, or depression (level 3 EQ-5D-3L). DPN, heart failure (HF), cerebral stroke, and insulin therapy increased the likelihood of a reduced QoL (EQ-5D-3L < 50). The EQ-5D-3L score inversely correlated with serum creatinine, glycemic control, lipid profile, diabetes duration, age, mobility, self-care, pain/discomfort, usual activities, and anxiety/depression and positively correlated with NCV, HDLc, and eGFR. Conclusions: Preventing neuropathic complications, chronic kidney disease, stroke, and HF and obtaining the glycemic and lipid targets could improve the QoL in patients with T2DM.
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Affiliation(s)
- Oana Albai
- Department of Second Internal Medicine—Diabetes, Nutrition, Metabolic Diseases, and Systemic Rheumatology, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania; (O.A.); (B.T.); (R.T.)
- Department of Diabetes, Nutrition and Metabolic Diseases Clinic, “Pius Brînzeu” Emergency Clinical County University Hospital, 300723 Timisoara, Romania
- Centre for Molecular Research in Nephrology and Vascular Disease/MOL-NEPHRO-VASC, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
| | - Adina Braha
- Department of Second Internal Medicine—Diabetes, Nutrition, Metabolic Diseases, and Systemic Rheumatology, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania; (O.A.); (B.T.); (R.T.)
- Department of Diabetes, Nutrition and Metabolic Diseases Clinic, “Pius Brînzeu” Emergency Clinical County University Hospital, 300723 Timisoara, Romania
| | - Bogdan Timar
- Department of Second Internal Medicine—Diabetes, Nutrition, Metabolic Diseases, and Systemic Rheumatology, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania; (O.A.); (B.T.); (R.T.)
- Department of Diabetes, Nutrition and Metabolic Diseases Clinic, “Pius Brînzeu” Emergency Clinical County University Hospital, 300723 Timisoara, Romania
- Centre for Molecular Research in Nephrology and Vascular Disease/MOL-NEPHRO-VASC, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
| | - Romulus Timar
- Department of Second Internal Medicine—Diabetes, Nutrition, Metabolic Diseases, and Systemic Rheumatology, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania; (O.A.); (B.T.); (R.T.)
- Department of Diabetes, Nutrition and Metabolic Diseases Clinic, “Pius Brînzeu” Emergency Clinical County University Hospital, 300723 Timisoara, Romania
- Centre for Molecular Research in Nephrology and Vascular Disease/MOL-NEPHRO-VASC, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
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Harinath G, Zalzala S, Nyquist A, Wouters M, Isman A, Moel M, Verdin E, Kaeberlein M, Kennedy B, Bischof E. The role of quality of life data as an endpoint for collecting real-world evidence within geroscience clinical trials. Ageing Res Rev 2024; 97:102293. [PMID: 38574864 DOI: 10.1016/j.arr.2024.102293] [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] [Received: 02/02/2024] [Revised: 03/21/2024] [Accepted: 04/01/2024] [Indexed: 04/06/2024]
Abstract
With geroscience research evolving at a fast pace, the need arises for human randomized controlled trials to assess the efficacy of geroprotective interventions to prevent age-related adverse outcomes, disease, and mortality in normative aging cohorts. However, to confirm efficacy requires a long-term and costly approach as time to the event of morbidity and mortality can be decades. While this could be circumvented using sensitive biomarkers of aging, current molecular, physiological, and digital endpoints require further validation. In this review, we discuss how collecting real-world evidence (RWE) by obtaining health data that is amenable for collection from large heterogeneous populations in a real-world setting can help speed up validation of geroprotective interventions. Further, we propose inclusion of quality of life (QoL) data as a biomarker of aging and candidate endpoint for geroscience clinical trials to aid in distinguishing healthy from unhealthy aging. We highlight how QoL assays can aid in accelerating data collection in studies gathering RWE on the geroprotective effects of repurposed drugs to support utilization within healthy longevity medicine. Finally, we summarize key metrics to consider when implementing QoL assays in studies, and present the short-form 36 (SF-36) as the most well-suited candidate endpoint.
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Affiliation(s)
| | | | | | | | | | | | - Eric Verdin
- Buck Institute for Research on Aging, Novato, CA, USA
| | | | - Brian Kennedy
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Centre for Healthy Longevity, National University Health System, Singapore
| | - Evelyne Bischof
- Department of Medical Oncology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China; Shanghai University of Medicine and Health Sciences, Shanghai, China; Sheba Longevity Center, Sheba Medical Center, Tel Aviv, Israel.
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Chen J, Xiao Y, Yan C, Li X, Zhang Y, Chen Y, Huang Y, Deng R. The Relationship Between the Number of Chronic Diseases and Health-Related Quality of Life Among Middle-Aged and Older Adults in Rural Areas of Yunnan Province, China: moderating Effect of Health Lifestyle. J Multidiscip Healthc 2024; 17:2425-2439. [PMID: 38784381 PMCID: PMC11114139 DOI: 10.2147/jmdh.s463640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 04/30/2024] [Indexed: 05/25/2024] Open
Abstract
Purpose With population aging, individuals in underdeveloped areas may experience a higher prevalence of chronic non-communicable diseases (NCDs), a lower level of health-related quality of life (HRQoL), and distinct lifestyles. However, this triadic association remains inadequately studied, particularly regarding the role of health lifestyle. This study aims to examine the relationship between the number of NCDs and HRQoL, while considering the moderating effect of health lifestyle among middle-aged and older adults residing in resource-limited areas. Methods This cross-sectional study was conducted in Yunnan Province from July to December 2022. Participants completed a self-report questionnaire related to socio-demographic information, NCDs conditions, health lifestyle status, and HRQoL, which was assessed using the EuroQol five-dimension five-level (EQ-5D-5L) scale. Hierarchical regression and simple slope tests were used to examine the moderating effect of health lifestyle. Results Out of the total 2704 participants, 57.91% presented at least one NCD. The mean scores for health lifestyle and health utility value were 11.109 and 0.944 respectively. The number of NCDs was negatively associated with health utility value, while positively correlated with the health lifestyle score (P<0.001). The results of hierarchical regression indicated that health lifestyle exerted a negative moderating effect on the relationship between the number of NCDs and HRQoL (β=0.006, P<0.001), which was also observed for specific health-related behaviors such as sleep duration (β=0.013, P<0.001), physical examination attendance (β=0.006, P<0.05) and physical activity (β=0.013, P<0.001). Conclusion These findings highlight the crucial role of a healthy lifestyle in attenuating the association between the number of NCDs and HRQoL. Recognizing the potential modulating influence of a healthy lifestyle in this relationship could be pivotal for developing effective interventions for this population, even within resource-constrained rural settings.
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Affiliation(s)
- Jie Chen
- School of Public Health, Kunming Medical University, Kunming, Yunnan, People’s Republic of China
| | - Yan Xiao
- Foreign Languages Department, Kunming Medical University, Kunming, Yunnan, People’s Republic of China
| | - Chaofang Yan
- School of Public Health, Kunming Medical University, Kunming, Yunnan, People’s Republic of China
| | - Xiaoju Li
- School of Public Health, Kunming Medical University, Kunming, Yunnan, People’s Republic of China
| | - Yafang Zhang
- School of Public Health, Kunming Medical University, Kunming, Yunnan, People’s Republic of China
| | - Ying Chen
- School of Public Health, Kunming Medical University, Kunming, Yunnan, People’s Republic of China
| | - Yuan Huang
- School of Public Health, Kunming Medical University, Kunming, Yunnan, People’s Republic of China
| | - Rui Deng
- School of Public Health, Kunming Medical University, Kunming, Yunnan, People’s Republic of China
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Abdelhameed F, Pearson E, Parsons N, Barber TM, Panesar A, Summers C, de la Fosse M, Hanson P. Health Outcomes Following Engagement With a Digital Health Tool Among People With Prediabetes and Type 2 Diabetes: Prospective Evaluation Study. JMIR Diabetes 2023; 8:e47224. [PMID: 38016426 PMCID: PMC10784975 DOI: 10.2196/47224] [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: 03/12/2023] [Revised: 11/25/2023] [Accepted: 11/27/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND Diabetes is a worldwide chronic condition causing morbidity and mortality, with a growing economic burden on health care systems. Complications from poorly controlled diabetes are associated with increased socioeconomic costs and reduced quality of life. Smartphones have become an influential platform, providing feasible tools such as health apps to deliver tailored support to enhance the ability of patients with diabetes for self-management. Gro Health is a National Health Service division X-certified digital health tool used to deliver educational and monitoring support to facilitate the development of skills and practices for maintaining good health. OBJECTIVE This study aims to assess self-reported outcomes of the Gro Health app among users with diabetes and prediabetes and identify the factors that determine engagement with the digital health tool. METHODS This was a service evaluation of self-reported data collected prospectively by the developers of the Gro Health app. The EQ-5D questionnaire is a standardized tool used to measure health status for clinical and economic appraisal. Gro Health users completed the EQ-5D at baseline and 6 months after using the app. Users provided informed consent for the use of their anonymized data for research purposes. EQ-5D index scores and visual analogue scale (VAS) scores were calculated at baseline and 6 months for individuals with prediabetes and type 2 diabetes. Descriptive statistics and multiple-regression models were used to assess changes in the outcome measures and determine factors that affected engagement with the digital tool. RESULTS A total of 84% (1767/2114) of Gro Health participants completed EQ-5D at baseline and 6 months. EQ-5D index scores are average values that reflect people's preferences about their health state (1=full health and 0=moribund). There was a significant and clinically meaningful increase in mean EQ-5D index scores among app users between baseline (0.746, SD 0.23) and follow-up (0.792, SD 0.22; P<.001). The greatest change was observed in the mean VAS score, with a percentage change of 18.3% improvement (61.7, SD 18.1 at baseline; 73.0, SD 18.8 at follow-up; P<.001). Baseline EQ-5D index scores, age, and completion of educational modules were associated with significant changes in the follow-up EQ-5D index scores, with baseline EQ-5D index scores, race and ethnicity, and completion of educational modules being significantly associated with app engagement (P<.001). CONCLUSIONS This study provides evidence of a significant positive effect on self-reported quality of life among people living with type 2 diabetes engaging with a digital health intervention. The improvements, as demonstrated by the EQ-5D questionnaire, are facilitated through access to education and monitoring support tools within the app. This provides an opportunity for health care professionals to incorporate National Health Service-certified digital tools, such as Gro Health, as part of the holistic management of people living with diabetes.
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Affiliation(s)
- Farah Abdelhameed
- Warwickshire Institute for the Study of Diabetes, Endocrinology and Metabolism, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, United Kingdom
- Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Eilish Pearson
- Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Nick Parsons
- Statistics and Epidemiology Unit, Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Thomas M Barber
- Warwickshire Institute for the Study of Diabetes, Endocrinology and Metabolism, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, United Kingdom
- Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Arjun Panesar
- Diabetes Digital Media Health, Coventry, United Kingdom
| | | | | | - Petra Hanson
- Warwickshire Institute for the Study of Diabetes, Endocrinology and Metabolism, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, United Kingdom
- Warwick Medical School, University of Warwick, Coventry, United Kingdom
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Soulaimana I, Bruneau L, Tisseaux A, Safieddine M, Debussche X, Lafarge S, Falissard B, Ferdynus C, Huiart L. Psychometric properties of a Creole version of Medical Outcome Study - Short Form 36 among type II diabetes patients on Reunion Island. Front Public Health 2023; 11:1186153. [PMID: 37670837 PMCID: PMC10475940 DOI: 10.3389/fpubh.2023.1186153] [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] [Received: 03/14/2023] [Accepted: 07/28/2023] [Indexed: 09/07/2023] Open
Abstract
Introduction Health quality of life assessment is particularly important to measure the impact of chronic diseases. The aims of this study were to provide a cross-culturally adapted Creole-translation of the Medical Outcome Study Short-Form 36 (SF-36) and to assess psychometric performance of the Creole and French versions of the SF-36 among patients with type II diabetes in Reunion Island. Materials and methods The Creole translation and cross-cultural adaptation processes were based on the International Quality Of Life Assessment (IQOLA) methods. Internal consistency, test-retest reliability, convergent and discriminant validity using Multi-Trait-Multi-Method analysis and structural validity using exploratory factor analysis of the SF-36 for both versions were performed. Results In the Creole version of the SF-36, Cronbach's alpha exceeded 0.70 for all subscales except general health. In the French SF-36, Cronbach's alpha exceeded 0.70 on all subscales except general health and bodily pain. In the Creole SF-36, intraclass correlation coefficient (ICC) for reproducibility was suboptimal. Multi-trait multi-method analysis showed that item-scale correlation exceeded 0.4 for all items except two general health items of the Creole SF-36 and one of the French SF-36. Factor analysis of 2 versions showed that the physical functioning, vitality, and mental health were each divided into two subscales. Discussion Overall, our findings provided evidence that the SF-36 is adapted to Reunion Island in both Creole and French versions. However, further research could be conducted to investigate French-Creole differences in perceived health status and a cultural adaptation of the French version will be considered.
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Affiliation(s)
- Ibtissame Soulaimana
- Department of Public Health and Research Support, Methodological Support and Biostatistics, Centre Hospitalier de la Réunion, Saint Denis, France
- Santé Publique France, Mamoudzou, Mayotte, France
- Inserm CIC 1410, Centre Hospitalier Universitaire de La Réunion, Saint Pierre, France
| | - Léa Bruneau
- Department of Public Health and Research Support, Methodological Support and Biostatistics, Centre Hospitalier de la Réunion, Saint Denis, France
- Inserm CIC 1410, Centre Hospitalier Universitaire de La Réunion, Saint Pierre, France
| | - Antoine Tisseaux
- Department of Public Health and Research Support, Methodological Support and Biostatistics, Centre Hospitalier de la Réunion, Saint Denis, France
| | - Maissa Safieddine
- Department of Public Health and Research Support, Methodological Support and Biostatistics, Centre Hospitalier de la Réunion, Saint Denis, France
| | - Xavier Debussche
- Department of Endocrinology, Centre Hospitalier Universitaire de la Réunion, Saint Denis, France
| | - Sophie Lafarge
- Inserm CIC 1410, Centre Hospitalier Universitaire de La Réunion, Saint Pierre, France
| | - Bruno Falissard
- INSERM U1153 Centre de Recherche Épidémiologie et Statistique, Paris, France
| | - Cyril Ferdynus
- Department of Public Health and Research Support, Methodological Support and Biostatistics, Centre Hospitalier de la Réunion, Saint Denis, France
- Inserm CIC 1410, Centre Hospitalier Universitaire de La Réunion, Saint Pierre, France
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Terwee CB, Elders PJM, Blom MT, Beulens JW, Rolandsson O, Rogge AA, Rose M, Harman N, Williamson PR, Pouwer F, Mokkink LB, Rutters F. Patient-reported outcomes for people with diabetes: what and how to measure? A narrative review. Diabetologia 2023; 66:1357-1377. [PMID: 37222772 PMCID: PMC10317894 DOI: 10.1007/s00125-023-05926-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 03/03/2023] [Indexed: 05/25/2023]
Abstract
Patient-reported outcomes (PROs) are valuable for shared decision making and research. Patient-reported outcome measures (PROMs) are questionnaires used to measure PROs, such as health-related quality of life (HRQL). Although core outcome sets for trials and clinical practice have been developed separately, they, as well as other initiatives, recommend different PROs and PROMs. In research and clinical practice, different PROMs are used (some generic, some disease-specific), which measure many different things. This is a threat to the validity of research and clinical findings in the field of diabetes. In this narrative review, we aim to provide recommendations for the selection of relevant PROs and psychometrically sound PROMs for people with diabetes for use in clinical practice and research. Based on a general conceptual framework of PROs, we suggest that relevant PROs to measure in people with diabetes are: disease-specific symptoms (e.g. worries about hypoglycaemia and diabetes distress), general symptoms (e.g. fatigue and depression), functional status, general health perceptions and overall quality of life. Generic PROMs such as the 36-Item Short Form Health Survey (SF-36), WHO Disability Assessment Schedule (WHODAS 2.0), or Patient-Reported Outcomes Measurement Information System (PROMIS) measures could be considered to measure commonly relevant PROs, supplemented with disease-specific PROMs where needed. However, none of the existing diabetes-specific PROM scales has been sufficiently validated, although the Diabetes Symptom Self-Care Inventory (DSSCI) for measuring diabetes-specific symptoms and the Diabetes Distress Scale (DDS) and Problem Areas in Diabetes (PAID) for measuring distress showed sufficient content validity. Standardisation and use of relevant PROs and psychometrically sound PROMs can help inform people with diabetes about the expected course of disease and treatment, for shared decision making, to monitor outcomes and to improve healthcare. We recommend further validation studies of diabetes-specific PROMs that have sufficient content validity for measuring disease-specific symptoms and consider generic item banks developed based on item response theory for measuring commonly relevant PROs.
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Affiliation(s)
- Caroline B Terwee
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
- Amsterdam Public Health Research Institute, Methodology, Amsterdam, the Netherlands.
| | - Petra J M Elders
- Amsterdam Public Health Research Institute, Methodology, Amsterdam, the Netherlands
- Amsterdam UMC, Department of General Practice, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Marieke T Blom
- Amsterdam Public Health Research Institute, Methodology, Amsterdam, the Netherlands
| | - Joline W Beulens
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Olaf Rolandsson
- Department of Public Health and Clinical Medicine, Family Medicine, Umeå University, Umeå, Sweden
| | - Alize A Rogge
- Center for Patient-Centered Outcomes Research, Department of Psychosomatic Medicine, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Matthias Rose
- Center for Patient-Centered Outcomes Research, Department of Psychosomatic Medicine, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Nicola Harman
- Department of Health Data Science, University of Liverpool, Liverpool, UK
| | - Paula R Williamson
- Department of Health Data Science, University of Liverpool, Liverpool, UK
| | - Frans Pouwer
- Steno Diabetes Center Odense, Odense, Denmark
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Amsterdam UMC, Department of Medical Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Lidwine B Mokkink
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Methodology, Amsterdam, the Netherlands
| | - Femke Rutters
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
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Langendoen-Gort M, Groeneveld L, Prinsen CAC, Beulens JW, Elders PJM, Halperin I, Mukerji G, Terwee CB, Rutters F. Patient-reported outcome measures for assessing health-related quality of life in people with type 2 diabetes: A systematic review. Rev Endocr Metab Disord 2022; 23:931-977. [PMID: 35779199 PMCID: PMC9515038 DOI: 10.1007/s11154-022-09734-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/07/2022] [Indexed: 11/26/2022]
Abstract
Patient-Reported Outcome Measures (PROMs) are important tools to assess outcomes relevant to patients, with Health-Related Quality Of Life (HRQOL) as an important construct to be measured. Many different HRQOL PROMs are used in the type 2 diabetes field, however a complete overview of these PROMs is currently lacking. We therefore aimed to systematically describe and classify the content of all PROMs that have specifically been developed or validated to measure (aspects of) HRQOL in people with type 2 diabetes. A literature search was performed in PubMed and EMBASE until 31 December 2021. Studies on the development or validation of a PROM measuring HRQOL, or aspects of HRQOL, in people with type 2 diabetes were included. Title and abstract and full-text screening were conducted by two independent researchers and data extraction was performed independently by one of the researchers. Data were extracted on language in which the PROM was developed, target population, construct(s) being measured, names of (sub)scales and number of items per (sub)scale. In addition, all PROMs and subscales were classified according to specific aspects of HRQOL based on the Wilson & Cleary model (symptom status, functional status, general health perceptions) to aid researchers in PROM selection. In total 220 studies were identified that developed or validated PROMs that measure (aspects of) HRQOL in people with type 2 diabetes. Of the 116 unique HRQOL PROMs, 91 (of the subscales) measured symptom status, 60 measured functional status and 26 measured general health perceptions. In addition, 16 of the PROMs (subscales) measured global quality of life. 61 of the 116 PROMs (subscales) also include characteristics of the individual (e.g. aspects of personality, coping) or environment (e.g. social or financial support) and patient-reported experience measures (PREMs, e.g. measure of a patient's perception of their personal experience of the healthcare they have received, e.g. treatment satisfaction), which are not part of the HRQOL construct. Only 9 of the 116 PROMs measure all aspects of HRQOL based on the Wilson & Cleary model. Finally, 8 of the 116 PROMs stating to measure HRQOL, measured no HRQOL construct. In conclusion, a large number of PROMs are available for people with type 2 diabetes, which intend to measure (aspects of) HRQOL. These PROMs measure a large variety of (sub)constructs, which are not all HRQOL constructs, with a small amount of PROMs not measuring HRQOL at all. There is a need for consensus on which aspects of HRQOL should be measured in people with type 2 diabetes and which PROMs to use in research and daily practice. PROSPERO: CRD42017071012. COMET database: http://www.comet-initiative.org/studies/details/956 .
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Affiliation(s)
- Marlous Langendoen-Gort
- General Practice, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
| | - Lenka Groeneveld
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
| | - Cecilia A C Prinsen
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Methodology, Amsterdam, The Netherlands
| | - Joline W Beulens
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands
| | - Petra J M Elders
- General Practice, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands
| | - Ilana Halperin
- Department of Medicine, Temerty Faculty of Medicine, Sunnybrook Health Sciences Center, King's College Circle, University of Toronto, Toronto, ON, Canada
| | - Geetha Mukerji
- Department of Medicine, Temerty Faculty of Medicine, Sunnybrook Health Sciences Center, King's College Circle, University of Toronto, Toronto, ON, Canada
- Women's College Hospital Institute for Health System Solutions and Virtual Care, 76 Grenville Street, Toronto, ON, Canada
| | - Caroline B Terwee
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Methodology, Amsterdam, The Netherlands
| | - Femke Rutters
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands.
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands.
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands.
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8
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Terwee CB, Elders PJM, Langendoen-Gort M, Elsman EBM, Prinsen CAC, van der Heijden AA, de Wit M, Beulens JWJ, Mokkink LB, Rutters F. Content Validity of Patient-Reported Outcome Measures Developed for Assessing Health-Related Quality of Life in People with Type 2 Diabetes Mellitus: a Systematic Review. Curr Diab Rep 2022; 22:405-421. [PMID: 35819705 PMCID: PMC9355936 DOI: 10.1007/s11892-022-01482-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/18/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW We aimed to systematically evaluate the content validity of patient-reported outcome measures (PROMs) specifically developed to measure (aspects of) health-related quality of life (HRQOL) in people with type 2 diabetes. A systematic review was performed in PubMed and Embase of PROMs measuring perceived symptoms, physical function, mental function, social function/participation, and general health perceptions, and that were validated to at least some extent. Content validity (relevance, comprehensiveness, and comprehensibility) was evaluated using COSMIN methodology. RECENT FINDINGS We identified 54 (different versions of) PROMs, containing 150 subscales. We found evidence for sufficient content validity for only 41/150 (27%) (subscales of) PROMs. The quality of evidence was generally very low. We found 66 out of 150 (44%) (subscales of) PROMs with evidence for either insufficient relevance, insufficient comprehensiveness, or insufficient comprehensibility. For measuring diabetes-specific symptoms, physical function, mental function, social function/participation, and general health perceptions, we identified one to 11 (subscales of) PROMs with sufficient content validity, although quality of the evidence was generally low. For measuring depressive symptoms, no PROM with sufficient content validity was identified. For each aspect of HRQL, we found at least one PROM with sufficient content validity, except for depressive symptoms. The quality of the evidence was mostly very low.
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Affiliation(s)
- Caroline B Terwee
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands.
| | - Petra J M Elders
- Amsterdam UMC, Department of General Practice, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Marlous Langendoen-Gort
- Amsterdam UMC, Department of General Practice, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Ellen B M Elsman
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Cecilia A C Prinsen
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Amber A van der Heijden
- Amsterdam UMC, Department of General Practice, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Maartje de Wit
- Amsterdam UMC, Department of Medical Psychology, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Joline W J Beulens
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Lidwine B Mokkink
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Femke Rutters
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
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9
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Park S, Jung S, Yoon H. The role of nutritional status in the relationship between diabetes and health-related quality of life. Nutr Res Pract 2022; 16:505-516. [PMID: 35919289 PMCID: PMC9314196 DOI: 10.4162/nrp.2022.16.4.505] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 09/09/2021] [Accepted: 11/22/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND/OBJECTIVES The association between nutritional status and health-related quality of life (HRQoL) among patients with type 2 diabetes mellitus (T2DM) is not fully understood. This study was conducted to understand the role of nutritional status on HRQoL among people with and without T2DM. SUBJECTS/METHODS Structured survey and direct measurement of anthropometric data were conducted among people with and without T2DM. Nutritional status was measured with Mini Nutritional Assessment tool and HRQoL was measured with a 36-item Short Form Healthy Survey. Data collection was conducted in Chuncheon, South Korea with 756 participants who are older than 40 yrs of age. RESULTS This study found that overall HRQoL were significantly lower in people with T2DM than people without T2DM after controlling for key covariates. When stratified by nutritional status, a greater degree of negative impact of T2DM on overall physical HRQoL was observed among well-nourished or at risk of malnutrition, whereas significant and more evident negative impact of diabetes on overall psychological HRQoL was observed only among malnourished. CONCLUSIONS The study results suggest the role of nutritional status among people with T2DM on overall, especially psychological aspects of HRQoL. Future longitudinal or intervention studies are warranted to test the impact of nutritional status on HRQoL among people with T2DM.
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Affiliation(s)
- Sohyun Park
- Department of Food Science and Nutrition, Hallym University, Chuncheon 24252, Korea
- The Korean Institute of Nutrition, Hallym University, Chuncheon 24252, Korea
| | - Sukyoung Jung
- Department of Epidemiology, Milken Institute School of Public Health, George Washington University, Washington, DC 20052, USA
| | - Hyunsook Yoon
- Department of Social Welfare, Hallym University, Chuncheon 24252, Korea
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Olukotun O, Akinboboye O, Williams JS, Ozieh M, Egede LE. Influences of Demographic, Social Determinants, Clinical, Knowledge, and Self-Care Factors on Quality of Life in Adults With Type 2 Diabetes: Black-White Differences. J Racial Ethn Health Disparities 2021; 9:1172-1183. [PMID: 34009560 PMCID: PMC8602439 DOI: 10.1007/s40615-021-01058-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 05/10/2021] [Accepted: 05/12/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND This study evaluated racial differences in the contribution of demographic, social determinants, clinical, and self-care factors on quality of life (QOL) in adults with type 2 diabetes mellitus (T2DM). METHODS A total of 615 adults with T2DM in Southeastern United States were recruited. Linear regression models were used to assess the contribution of demographic, social determinants, clinical, and self-care factors on the mental (MCS) and physical components (PCS) of QOL, after stratifying by race. RESULTS For the entire sample, there were significant relationships between PCS and psychological distress (β = 0.02, p < 0.01), neighborhood aesthetics (β = 0.05, p < 0.01), neighborhood walking environment (β = -0.02, p < 0.05), access to healthy food (β = 0.01, p < 0.05), neighborhood crime (β = -0.15, p < 0.05), and neighborhood comparison (β = 0.13, p < 0.05); and MCS and depression (β = -0.06, p < 0.05), psychological distress (β = -0.09, p < 0.001), perceived stress (β = -0.12, p < 0.01), and perceived health status (β = -0.33, p < 0.01). In the regression models stratified by race, notable differences existed in the association between PCS, MCS, and demographic, psychosocial, built environment, and clinical factors among Whites and Blacks, respectively. CONCLUSION In this sample, there were racial differences in demographic, social determinants, built environment, and clinical factors associated with PCS and MCS components of QOL. Interventions may need to be tailored by race or ethnicity to improve quality of life in adults with T2DM.
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Affiliation(s)
| | - Olaitan Akinboboye
- Institute of Health and Equity, Department of Public and Community Health, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Joni S Williams
- Center for Advancing Population Science (CAPS), Medical College of Wisconsin, Milwaukee, WI, USA
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, 9200 West Wisconsin Avenue, Milwaukee, WI, 53226-3596, USA
| | - Mukoso Ozieh
- Division of Nephrology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Nephrology, Clement J. Zablocki VA Medical Center, Milwaukee, WI, USA
| | - Leonard E Egede
- Center for Advancing Population Science (CAPS), Medical College of Wisconsin, Milwaukee, WI, USA.
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, 9200 West Wisconsin Avenue, Milwaukee, WI, 53226-3596, USA.
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11
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Eitner A, Culvenor AG, Wirth W, Schaible HG, Eckstein F. Impact of Diabetes Mellitus on Knee Osteoarthritis Pain and Physical and Mental Status: Data From the Osteoarthritis Initiative. Arthritis Care Res (Hoboken) 2021; 73:540-548. [PMID: 32105401 DOI: 10.1002/acr.24173] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Accepted: 02/18/2020] [Indexed: 01/04/2023]
Abstract
OBJECTIVE Diabetes mellitus (DM) appears to increase osteoarthritic knee pain, which may be related to greater adiposity and more advanced disease status often observed in individuals with osteoarthritis (OA) and DM. We aimed to assess whether OA knee pain and health status are worse in individuals with OA and DM, independent of these potential confounders. METHODS We included 202 OA participants with DM and 2,279 without DM from the Osteoarthritis Initiative. Knee pain was evaluated using the Knee Injury and Osteoarthritis Outcome Score (KOOS) and a numeric rating scale (NRS). Physical and mental status were assessed by the Medical Outcomes Study Short Form 12 (SF-12) questionnaire, physical component summary (PCS) score and mental component summary (MCS) score, and by the Center for Epidemiologic Studies Depression Scale (CES-D). Linear regression models assessed the influence of DM, adjusted for age, sex, body mass index (BMI), and radiographic severity. RESULTS OA participants with DM reported worse knee pain and greater physical and mental issues compared with participants without DM. Individuals with DM had worse KOOS pain (β = -4.72 [95% confidence interval (95% CI) -7.22, -2.23]) and worse NRS pain (β = 0.42 [95% CI 0.04, 0.80]) independent of BMI, OA severity, age, and sex. The negative influence of DM was also apparent for SF-12 PCS (β = -3.49 [95% CI -4.73, -2.25]), SF-12 MCS (β = -1.42 [95% CI -2.57, -0.26]), and CES-D (β = 1.08 [95% CI 0.08, 2.08]). CONCLUSION Individuals with knee OA experience on average higher pain intensity and a worse physical and mental health status if they have DM. Linear regression models show that DM is a risk factor for higher pain, in addition to and independent of greater BMI and radiographic OA severity.
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Affiliation(s)
- Annett Eitner
- University Hospital Jena and Friedrich Schiller University, Jena, Germany
| | - Adam G Culvenor
- Paracelsus Medical University Salzburg and Nuremberg, Salzburg, Austria, and La Trobe University, Bundoora, Victoria, Australia
| | - Wolfgang Wirth
- Chondrometrics GmbH, Ainring, Germany, and Paracelsus Medical University, Salzburg, Austria
| | | | - Felix Eckstein
- Chondrometrics GmbH, Ainring, Germany, and Paracelsus Medical University, Salzburg, Austria
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12
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Şahin S, Haliloğlu Ö, Polat Korkmaz Ö, Durcan E, Rekalı Şahin H, Yumuk VD, Damcı T, İlkova HM, Oşar Siva Z. Does treatment with sodium-glucose co-transporter-2 inhibitors have an effect on sleep quality, quality of life, and anxiety levels in people with Type 2 diabetes mellitus? Turk J Med Sci 2020; 51:735-742. [PMID: 33356033 PMCID: PMC8203126 DOI: 10.3906/sag-2008-37] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 12/26/2020] [Indexed: 01/10/2023] Open
Abstract
Background/aim To evaluate the impact of treatment with sodium-glucose co-transporter-2 (SGLT2) Inhibitors on quality of life (QoL), sleep quality (SQ), and anxiety levels in patients with Type 2 diabetes mellitus (T2DM). Materials and methods Ninety-seven patients with type 2 diabetes admitted to tertiary care hospital diabetes clinic were included. Fifty patients were randomized to receive SGLT2 inhibitors in addition to baseline treatment (Group A), 47 subjects continued with their baseline treatment or were added other medications as needed (Group B). Thirty healthy controls (HC) were recruited (Group C). All groups were subjected to the Turkish version of Short Form-36 (SF-36), Pittsburgh Sleep Quality (PSQ), and Beck Anxiety Inventory (BAI) scales both at baseline and final visit. Results Physical function, emotional role limitation, vitality, mental health, pain, general health perception scores of SF-36 were significantly improved in Group A, at the end of the follow-up period. There was no significant change in terms of PSQ, BAI scores, and hypoglycaemia documented in all groups. The intervention-related change in HbA1c level, body weight, and body mass index were significantly higher in Group A. Conclusion The QoL was improved in people with diabetes who were taking SGLT2 inhibitors. This may be explained by weight loss observed in participants.
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Affiliation(s)
- Serdar Şahin
- Department of Internal Medicine, Faculty of Medicine, İstanbul University-Cerrahpasa, İstanbul, Turkey
| | - Özlem Haliloğlu
- Department of Internal Medicine, Taksim Training and Research Hospital, İstanbul, Turkey
| | - Özge Polat Korkmaz
- Department of Internal Medicine, Faculty of Medicine, İstanbul University-Cerrahpasa, İstanbul, Turkey
| | - Emre Durcan
- Department of Internal Medicine, Faculty of Medicine, İstanbul University-Cerrahpasa, İstanbul, Turkey
| | - Hümeyra Rekalı Şahin
- Department of Internal Medicine, Faculty of Medicine, İstanbul University-Cerrahpasa, İstanbul, Turkey
| | - Volkan Demirhan Yumuk
- Department of Internal Medicine, Faculty of Medicine, İstanbul University-Cerrahpasa, İstanbul, Turkey
| | - Taner Damcı
- Department of Internal Medicine, Faculty of Medicine, İstanbul University-Cerrahpasa, İstanbul, Turkey
| | - Hasan Mahmut İlkova
- Department of Internal Medicine, Faculty of Medicine, İstanbul University-Cerrahpasa, İstanbul, Turkey
| | - Zeynep Oşar Siva
- Department of Internal Medicine, Faculty of Medicine, İstanbul University-Cerrahpasa, İstanbul, Turkey
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Predictors of Health-Related Quality of Life in Korean Adults with Diabetes Mellitus. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17239058. [PMID: 33291678 PMCID: PMC7730541 DOI: 10.3390/ijerph17239058] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 11/25/2020] [Accepted: 12/02/2020] [Indexed: 11/17/2022]
Abstract
Diabetes mellitus (DM) as a chronic disease is a major public health problem worldwide. It is important to improve the quality of life of people with DM, especially health-related aspects, which should be monitored and managed as part of diabetes management. Accordingly, this study investigated health-related quality of life (HRQoL) and identified predictors of HRQoL in Korean adults with DM using the Seventh Korea National Health and Nutrition Examination Survey (KNHANES VII) 2016–2018. This was a cross-sectional study with a stratified multistage probability sampling design that collected data from 1228 participants aged 30–80 years diagnosed with DM. HRQoL was measured using the Euro Quality of Life Five Dimension (EQ-5D) questionnaire. Analyses consisted of one-way analysis of variance, t-tests, chi-squared tests, and general linear regression analyses with complex sampling designs. Results demonstrated that low HRQoL was associated with older age (β = −0.002, 95% CI: −0.003 to −0.001), having elementary school education or less (β = −0.037, 95% CI: −0.061 to −0.014), being unmarried (β = −0.060, 95% CI: −0.078 to −0.040), poor subjective health status (β = −0.074, 95% CI: −0.094 to −0.055), perceived high stress (β = −0.047, 95% CI: −0.066 to −0.028), limited activity (β = −0.105, 95% CI: −0.131 to −0.079), being overweight (β = −0.021, 95% CI: −0.038 to −0.002), or obese (β = −0.016, 95% CI: −0.032 to −0.001), and three or more comorbidities (β = −0.044, 95% CI: −0.085 to −0.001). Comprehensive health care programs to manage these predictors should be provided to improve health-related quality of life of patients with DM.
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14
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Health care access and health-related quality of life among people with diabetes in the Southern Cone of Latin America-a cross-sectional analysis of data of the CESCAS I study. Qual Life Res 2020; 30:1005-1015. [PMID: 33247809 DOI: 10.1007/s11136-020-02704-1] [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: 11/10/2020] [Indexed: 10/22/2022]
Abstract
PURPOSE Little is known on the association of health care access and health-related quality of life (HRQoL) in people with diabetes in the Southern Cone of Latin America (SCLA). METHODS We analyzed data of 1025 participants of CESCAS I. To determine HRQoL, we used the SF-12 physical (PCS-12) and mental component summary (MCS-12). We compared four groups regarding HRQoL: (a) insured people without self-reported barriers to health care, (b) uninsured people without self-reported barriers to health care, (c) insured people with self-reported barriers to health care, and (d) uninsured people with self-reported barriers to health care. We conducted linear regressions with PCS-12 and MCS-12 as outcome. We adjusted for sociodemographic and disease-related factors and having access to a primary physician. RESULTS In the first group, there were 407, in the second 471, in the third 44, and in the fourth group 103 participants. Compared to the first group, PCS-12 was 1.9 points lower (95% Confidence Interval, CI: - 3.5, - 0.3) in the second, 4.5 points (95% CI: - 8.1, - 1) lower in the third, and 6.1 points lower (95% CI: - 8.7, - 3.6) in the fourth group. Compared to the first group, MCS-12 was 0.6 points lower (95% CI: - 2.7, 1.4) in the second, 4.8 points lower (95% CI: - 9.3, - 0.3) in the third, and 5.8 points lower (95% CI: - 9.1, - 2.5) in the fourth group. CONCLUSION In the SCLA, impeded access to care is common in people with diabetes. Self-reported barriers to care may be more important than insurance status in determining HRQoL.
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15
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Jódar E, Michelsen M, Polonsky W, Réa R, Sandberg A, Vilsbøll T, Warren M, Harring S, Ziegler U, Bain S. Semaglutide improves health-related quality of life versus placebo when added to standard of care in patients with type 2 diabetes at high cardiovascular risk (SUSTAIN 6). Diabetes Obes Metab 2020; 22:1339-1347. [PMID: 32227613 PMCID: PMC7383680 DOI: 10.1111/dom.14039] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 03/18/2020] [Accepted: 03/26/2020] [Indexed: 01/01/2023]
Abstract
AIM To assess what drives change in health-related quality of life (HRQoL) in type 2 diabetes in the SUSTAIN 6 trial and identify potential mediators of the treatment effect of semaglutide on HRQoL scores. MATERIALS AND METHODS The Short Form (SF)-36v2® questionnaire [comprising physical component summary (PCS) and mental component summary (MCS)] was used to assess changes in HRQoL from baseline to week 104, by treatment, in a prespecified analysis. This post-hoc analysis assessed change in PCS and MCS using the following factors as parameter/covariate, using descriptive statistics and linear regressions: major adverse cardiac events, hypoglycaemia, gastrointestinal adverse events, at least one episode of nausea, vomiting or diarrhoea, and change in glycated haemoglobin (HbA1c), body weight, blood pressure, heart rate and estimated glomerular filtration rate. RESULTS Mean change in overall PCS score was +1.0 with semaglutide versus +0.4 with placebo, and +0.5 versus -0.2 for MCS. The treatment effect of semaglutide versus placebo (unadjusted estimate) was 0.7 [(95% confidence interval 0.1, 1.2); P = 0.018] on PCS and this was reduced when adjusted for change in HbA1c [0.4 (-0.2, 1.0), P = .167] and body weight [0.3 (-0.3, 0.9), P = .314]. The unadjusted treatment effect on MCS [0.7 (-0.0, 1.5), P = .054] was only reduced when adjusted for change in HbA1c [0.3 (-0.4, 1.1), P = .397]. When adjusting for all other parameters separately, the estimated effect of semaglutide on PCS and MCS qualitatively did not change. CONCLUSIONS Semaglutide improved HRQoL versus placebo; greater improvements with semaglutide versus placebo were possibly mediated, in part, by change in HbA1c and body weight. Clinicaltrials.gov: NCT01720446 (SUSTAIN 6).
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Affiliation(s)
- Esteban Jódar
- Faculty of MedicineUniversidad Europea de MadridMadridSpain
- Department of Endocrinology and Nutrition ServiceHospital Universitario QuironSalud MadridMadridSpain
| | | | - William Polonsky
- Behavioral Diabetes InstituteSan Diego, California
- Department of PsychiatryUniversity of California San DiegoLa Jolla, California
| | - Rosangela Réa
- Department of Clinical MedicineSEMPR, Universidade Federal do ParanáCuritibaBrazil
| | | | - Tina Vilsbøll
- Steno Diabetes Center CopenhagenUniversity of CopenhagenHellerupDenmark
| | - Mark Warren
- Department of EndocrinologyPhysicians EastGreenville, North Carolina
| | | | | | - Stephen Bain
- Diabetes Research Unit CymruSwansea University Medical SchoolSwanseaUK
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Tran BX, Nguyen LH, Pham NM, Vu HTT, Nguyen HT, Phan DH, Ha GH, Pham HQ, Nguyen TP, Latkin CA, Ho CS, Ho RC. Global Mapping of Interventions to Improve Quality of Life of People with Diabetes in 1990-2018. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E1597. [PMID: 32121642 PMCID: PMC7084501 DOI: 10.3390/ijerph17051597] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 02/19/2020] [Accepted: 02/21/2020] [Indexed: 12/18/2022]
Abstract
Improving the quality of life (QOL) of people living with diabetes is the ultimate goal of diabetes care. This study provides a quantitative overview of global research on interventions aiming to improve QOL among people with diabetes. A total of 700 English peer-reviewed papers published during 1990-2018 were collected and extracted from the Web of Science databases. Latent Dirichlet Allocation (LDA) analysis was undertaken to categorize papers by topic or theme. Results showed an increase in interventions to improve the QOL of patients with diabetes across the time period, with major contributions from high-income countries. Community- and family-based interventions, including those focused on lifestyle and utilizing digital technologies, were common approaches. Interventions that addressed comorbidities in people with diabetes also increased. Our findings emphasize the necessity of translating the evidence from clinical interventions to community interventions. In addition, they underline the importance of developing collaborative research between developed and developing countries.
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Affiliation(s)
- Bach Xuan Tran
- Institute for Preventive Medicine and Public Health, Hanoi Medical University, Hanoi 100000, Vietnam
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA;
| | - Long Hoang Nguyen
- Department of Public Health Sciences, Karolinska Institutet, 17177 Stockholm, Sweden;
| | - Ngoc Minh Pham
- School of Public Health, Faculty of Health Sciences, Curtin University, Perth, WA 2605, Australia;
- Thai Nguyen University of Medicine and Pharmacy, Thai Nguyen 250000, Vietnam
| | - Huyen Thanh Thi Vu
- Department of Gerontology and Geriatrics, Hanoi Medical University, Hanoi 100000, Vietnam;
- Scientific Research Department, National Geriatric Hospital, Hanoi 100000, Vietnam
| | - Hung Trong Nguyen
- Clinical Nutrition and Dietetics Department, National Institute of Nutrition, Hanoi 100000, Vietnam;
| | | | - Giang Hai Ha
- Institute for Global Health Innovations, Duy Tan University, Da Nang 550000, Vietnam; (G.H.H.); (H.Q.P.)
- Faculty of Pharmacy, Duy Tan University, Danang 550000, Vietnam
| | - Hai Quang Pham
- Institute for Global Health Innovations, Duy Tan University, Da Nang 550000, Vietnam; (G.H.H.); (H.Q.P.)
- Faculty of Medicine, Duy Tan University, Danang 550000, Vietnam
| | - Thao Phuong Nguyen
- Center of Excellence in Evidence-based Medicine, Nguyen Tat Thanh University, Ho Chi Minh City 700000, Vietnam;
| | - Carl A. Latkin
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA;
| | - Cyrus S.H. Ho
- Department of Psychological Medicine, National University Hospital, Singapore 119074, Singapore;
| | - Roger C.M. Ho
- Center of Excellence in Behavioral Medicine, Nguyen Tat Thanh University, Ho Chi Minh City 700000, Vietnam;
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore
- Institute for Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore 119077, Singapore
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Sayyed Kassem L, Aron DC. The assessment and management of quality of life of older adults with diabetes mellitus. Expert Rev Endocrinol Metab 2020; 15:71-81. [PMID: 32176560 DOI: 10.1080/17446651.2020.1737520] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Accepted: 02/28/2020] [Indexed: 12/11/2022]
Abstract
Introduction: As the population ages, the number of older adults with diabetes mellitus will continue to rise. The burden of diabetes on older adults is significant due to the disease itself, its complications, and its treatments. This is compounded by geriatric syndromes such as frailty and cognitive dysfunction. Consequently, health and diabetes-related quality of life (QoL) are diminished.Areas covered: This article reviews the value of assessing QoL in providing patient-centered care and the associations between QoL measures and health outcomes. The determinants of QoL particular to diabetes and the older population are reviewed, including psychosocial, physical, and cognitive burdens of diabetes and aging and the impact of hypoglycemia on QoL. Strategies are described to alleviate these burdens and improve QoL, and barriers to multidisciplinary patient-centered care are discussed. QoL measurement instruments are reviewed.Expert opinion: The goals of treating diabetes and its complications should be considered carefully along with each patient's capacity to withstand the burdens of treatment. This capacity is reduced by socioeconomic, psychological, cognitive, and physical factors reduces this capacity. Incorporating measurement of HRQoL into clinical practices is possible, but deficiencies in the systems of health-care delivery need to be addressed to facilitate their use.
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Affiliation(s)
- Laure Sayyed Kassem
- Endocrinology Section, Northeast Ohio Veterans Healthcare System, Cleveland, OH, USA
- Department of Medicine, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - David C Aron
- Endocrinology Section, Northeast Ohio Veterans Healthcare System, Cleveland, OH, USA
- Department of Medicine, School of Medicine, Case Western Reserve University, Cleveland, OH, USA
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Lenzi A, Maranghi M, Stilo G, Velardi P. The social phenotype: Extracting a patient-centered perspective of diabetes from health-related blogs. Artif Intell Med 2019; 101:101727. [PMID: 31813490 DOI: 10.1016/j.artmed.2019.101727] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 06/18/2019] [Accepted: 09/10/2019] [Indexed: 10/25/2022]
Abstract
MOTIVATIONS It has recently been argued [1] that the effectiveness of a cure depends on the doctor-patient shared understanding of an illness and its treatment. Although a better communication between doctor and patient can be pursued through dedicated training programs, or by collecting patients' experiences and symptoms by means of questionnaires, the impact of these actions is limited by time and resources. In this paper we suggest that a patient-centered view of a disease - as well as potential misalignment between patient and doctor focuses - can be inferred at a larger scale through automated textual analysis of health-related forums. People are generating an enormous amount of social data to describe their health care experiences, and continuously search information about diseases, symptoms, diagnoses, doctors, treatment options and medicines. By automatically collecting, analyzing and exploiting this information, it is possible to obtain a more detailed and nuanced vision of patients' experience, that we call the "social phenotype" of diseases. MATERIALS AND METHODS As a use-case for our analysis, we consider diabetes, a widespread disease in most industrialized countries. We create a high quality data sample of diabetic patients' messages in Italy, extracted from popular medical forums during more than 10 years. Next, we use a state-of-the-art topic extraction technique based on generative statistical models improved with word embeddings, to identify the main complications, the frequently reported symptoms and the common concerns of these patients. Finally, in order to detect differences in focus, we compare the results of our analysis with available quality of life (QoL) assessments obtained with standard methodologies, such as questionnaires and survey studies. RESULTS We show that patients with diabetes, when accessing on-line forums, express a perception of their disease in a way that might be noticeably different from what is inferred from published QoL assessments on diabetes. In our study, we found that issues reported to have a daily impact on these patients are diet, glycemic control, drugs and clinical tests. These problems are not commonly considered in QoL assessments, since they are not perceived by doctors as representing severe limitations. Although limited to the case of Italian diabetic patients, we suggest that the methodology described in this paper, which is language and disease agnostic, could be applied to other diseases and countries, since misalignment between doctor and patients, and the importance of collecting unbiased patient perceptions, has been emphasized in many studies ([2,3]inter alia). Extracting the social phenotype of a disease might help acquiring patient-centered information on health care experiences on a much wider scale.
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Affiliation(s)
- Andrea Lenzi
- Computer Science Departement, Sapienza University of Rome, Via Salaria 113, 00198 Rome, Italy
| | - Marianna Maranghi
- Department of Translational and Precision Medicine, Sapienza University of Rome, Viale del Policlinico 151, 00198 Rome, Italy
| | - Giovanni Stilo
- Department of Engineering and Information Science and Mathematics, University of L'Aquila, Via Vetoio, 67100 L'Aquila, Italy
| | - Paola Velardi
- Computer Science Departement, Sapienza University of Rome, Via Salaria 113, 00198 Rome, Italy.
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Pinto DM, Santiago LM, Maurício K, Silva IR. Health profile and medication adherence of diabetic patients in the Portuguese population. Prim Care Diabetes 2019; 13:446-451. [PMID: 30799197 DOI: 10.1016/j.pcd.2019.02.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 12/17/2018] [Accepted: 02/01/2019] [Indexed: 11/20/2022]
Abstract
AIMS To understand the psychological and behavioural impact of type 2 diabetes in the Portuguese Primary Care setting. METHODS Observational, cross-sectional study of a convenience sample of portuguese people diagnosed with type 2 diabetes mellitus. The Diabetes Health Profile (DHP-18) and the Four Item Morisky Medication Adherence Scale (MMAS-4) were applied, as well as socio-demographic and disease-related questions. RESULTS In a n=110 patient sample, lower education level showed a negative impact on the Psychological Distress dimension (p=0,013). In the Barriers to activity dimension, significant differences were found between different age groups (p=0,033) - a better health profile was observed in the 40-59 years group and also between gender (p=0,039) - greater impact in female subjects. Disinhibited Eating dimension wasn't associated with any of the studied variables. However, all the groups showed worse results in this domain. No associations were found between DHP and medication adherence. Worse medication adherence is more common when there is a prevailing notion of lack of control of diabetes. DISCUSSION AND CONCLUSION Using DHP, a larger negative impact related to type 2 diabetes mellitus is found in those with lower educational level, female and younger (20-39 years) or older (60-79 years) subjects. Broader information strategies aimed at improving the quality of life of diabetic patients is necessary, particularly those related to nutrition.
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Affiliation(s)
| | - Luiz Miguel Santiago
- Faculty of Medicine - University of Coimbra, Portugal; General Practice and Family Medicine Clinic of the Faculty of Medicine of the University of Coimbra, Portugal.
| | | | - Inês Rosendo Silva
- Faculty of Medicine - University of Coimbra, Portugal; USF Coimbra Centro, ACES Baixo Mondego, Portugal
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Svedbo Engström M, Leksell J, Johansson UB, Borg S, Palaszewski B, Franzén S, Gudbjörnsdottir S, Eeg-Olofsson K. Health-related quality of life and glycaemic control among adults with type 1 and type 2 diabetes - a nationwide cross-sectional study. Health Qual Life Outcomes 2019; 17:141. [PMID: 31412881 PMCID: PMC6694672 DOI: 10.1186/s12955-019-1212-z] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 08/07/2019] [Indexed: 01/04/2023] Open
Abstract
Background Health-related quality of life and glycaemic control are some of the central outcomes in clinical diabetes care and research. The purpose of this study was to describe the health-related quality of life and assess its association with glycaemic control in adults with type 1 and type 2 diabetes in a nationwide setting. Methods In this cross-sectional survey, people with type 1 (n = 2479) and type 2 diabetes (n = 2469) were selected at random without replacement from the Swedish National Diabetes Register. Eligibility criteria were being aged 18–80 years with at least one registered test of glycated haemoglobin (HbA1c) the last 12 months. The generic 36-item Short Form version 2 (SF-36v2) was answered by 1373 (55.4%) people with type 1 diabetes and 1353 (54.8%) with type 2 diabetes. Results Correlation analyses showed weak correlations between scores on the SF-36v2 and glycaemic control for both diabetes types. After the participants were divided into three groups based on their levels of HbA1c, multivariate regression analyses adjusted for demographics, other risk factors and diabetes complications showed that among participants with type 1 diabetes, the high-risk group (≥70 mmol/mol/8.6%) had statistically significantly lower means in five out of eight domains of the SF-36v2 and the mental component summary measure, as compared with the well-controlled group (< 52 mmol/mol/6.9%). Among the participants with type 2 diabetes, the high-risk group had the lowest statistically significantly means in seven domains and both summary measures. Conclusions Among people with type 1 and type 2 diabetes, adults with high-risk HbA1c levels have lower levels of health-related quality of life in most but not all domains of the SF-36v2. This finding was not explained by demographics, other risk factors, or diabetes complications. The weak individual-level correlations between HRQOL scores and levels of glycaemic control argues for the need to not focus exclusively on either HbA1c levels or HRQOL scores but rather on both because both are important parts of a complex, life-long, challenging condition. Electronic supplementary material The online version of this article (10.1186/s12955-019-1212-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Maria Svedbo Engström
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sahlgrenska Academy, SE-405 30, Gothenburg, Sweden. .,School of Education, Health and Social Studies, Dalarna University, SE-791 88, Falun, Sweden.
| | - Janeth Leksell
- School of Education, Health and Social Studies, Dalarna University, SE-791 88, Falun, Sweden.,Department of Medical Sciences, Clinical Diabetology and Metabolism, Uppsala University, SE-751 85, Uppsala, Sweden
| | - Unn-Britt Johansson
- Sophiahemmet University, SE-114 86, Stockholm, Sweden.,Department of Clinical Sciences and Education, Karolinska Institutet, Södersjukhuset, SE-118 83, Stockholm, Sweden
| | - Sixten Borg
- Department of Clinical Sciences in Malmö, Health Economics Unit, Lund University, Medicon Village, SE-223 81, Lund, Sweden
| | - Bo Palaszewski
- Department of Data Management and Analysis, Region Västra Götaland, Gothenburg, Sweden
| | - Stefan Franzén
- , Register Center Västra Götaland, SE-413 45, Gothenburg, Sweden
| | - Soffia Gudbjörnsdottir
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sahlgrenska Academy, SE-405 30, Gothenburg, Sweden.,, Register Center Västra Götaland, SE-413 45, Gothenburg, Sweden
| | - Katarina Eeg-Olofsson
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Sahlgrenska Academy, SE-405 30, Gothenburg, Sweden.,Sahlgrenska University Hospital, SE-413 45, Gothenburg, Sweden
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Arditi C, Zanchi A, Peytremann-Bridevaux I. Health status and quality of life in patients with diabetes in Switzerland. Prim Care Diabetes 2019; 13:233-241. [PMID: 30583932 DOI: 10.1016/j.pcd.2018.11.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 11/23/2018] [Accepted: 11/28/2018] [Indexed: 10/27/2022]
Abstract
AIMS We aimed to assess the health status and quality of life (QoL) of patients with diabetes and explore the associated factors in a French-speaking region of Switzerland. METHODS This cross-sectional study analyzed self-reported data from 585 patients with diabetes. We ran univariate and multivariate regressions analyses on health status (Physical and Mental Component Summary scores (PCS, MCS) of the SF-12) and diabetes-specific QoL (ADDQoL score). RESULTS Mean PCS was 43.1±10.4 and mean MCS was 46.7±11.1. The overall ADDQoL score was -1.6±1.6; the life domains of the ADDQoL with the lowest scores were freedom to eat, sex life and freedom to drink. Being older was independently and significantly associated with higher mental health and QoL, while lower income was associated with lower physical health, mental health, and QoL. Having diabetes for over 10 years was associated with lower QoL, while insulin treatment and complications were correlated with lower physical health and QoL. CONCLUSIONS This study provides key information on the health status and QoL of patients with diabetes in Switzerland and their associated factors, which can help healthcare providers to identify patients at higher risk of lower health and QoL.
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Affiliation(s)
- Chantal Arditi
- Institute of Social and Preventive Medicine (IUMSP), Lausanne University Hospital (CHUV) & Lausanne University (UNIL), Route de la Corniche 10, 1010 Lausanne, Switzerland.
| | - Anne Zanchi
- Service of Endocrinology, Diabetes and Metabolism, Service of Nephrology, Department of Medicine, Lausanne University Hospital (CHUV), Rue du Bugnon 17, 1010 Lausanne, Switzerland.
| | - Isabelle Peytremann-Bridevaux
- Institute of Social and Preventive Medicine (IUMSP), Lausanne University Hospital (CHUV) & Lausanne University (UNIL), Route de la Corniche 10, 1010 Lausanne, Switzerland.
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Aminuddin HB, Jiao N, Jiang Y, Hong J, Wang W. Effectiveness of smartphone-based self-management interventions on self-efficacy, self-care activities, health-related quality of life and clinical outcomes in patients with type 2 diabetes: A systematic review and meta-analysis. Int J Nurs Stud 2019; 116:103286. [PMID: 30827741 DOI: 10.1016/j.ijnurstu.2019.02.003] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Revised: 01/28/2019] [Accepted: 02/01/2019] [Indexed: 12/17/2022]
Abstract
OBJECTIVES To review the evidence and determine the effectiveness of smartphone-based self-management interventions on self-efficacy, self-care activities, health-related quality of life, glycated hemoglobin, body mass index (BMI), and blood pressure (BP) levels of adults with type 2 diabetes mellitus . METHODS A systematic search of five databases (PubMed, Embase, Cochrane, CINAHL and Scopus) was conducted. Studies published in English from January 2007 to January 2018 were considered. Only randomized controlled trials (RCTs) of smartphone-based self-management interventions for patients with type 2 diabetes mellitus that reported any of the study outcomes were included. Two reviewers independently screened the studies, extracted data and assessed the quality of the studies. Meta-analyses were conducted for the different study outcomes. RESULTS A total of 26 articles, consisting of 22 studies with 2645 participants, were included in the review. The results from meta-analysis on the studies revealed that as compared to control group, participants received smartphone-based self-management intervention had better self-efficacy with large effect size of 0.98 (P < 0.001), self-care activities with effect size of 0.90 (P < 0.001), health related quality of life with effect size of 0.26 (p=0.01), and lower glycated hemoglobin (pooled MD=-0.55; p<0.001). Subgroup analyses were also conducted for self-efficacy as significant heterogeneity was present among the studies. The effects on BMI and BP were not statistically significant. CONCLUSIONS Smartphone-based self-management interventions appear to have beneficial effects on self-efficacy, self-care activities and health-relevant outcomes for patients with type 2 diabetes mellitus. However, more research with good study design is needed to evaluate the effectiveness of smartphone-based self-care interventions for T2DM.
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Affiliation(s)
- Haziqah Binte Aminuddin
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| | - Nana Jiao
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| | - Ying Jiang
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| | | | - Wenru Wang
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
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Kong JX, Zhu L, Wang HM, Li Y, Guo AY, Gao C, Miao YY, Wang T, Lu XY, Zhu HH, Patrick DL. Effectiveness of the Chronic Care Model in Type 2 Diabetes Management in a Community Health Service Center in China: A Group Randomized Experimental Study. J Diabetes Res 2019; 2019:6516581. [PMID: 30719455 PMCID: PMC6335771 DOI: 10.1155/2019/6516581] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Revised: 09/17/2018] [Accepted: 11/20/2018] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE The Chronic Care Model, based on core elements of team-centered care in chronic diseases, has widely been accepted. This study was aimed at evaluating the effectiveness of the Chronic Care Model in type 2 diabetes management. METHODS A group randomized experimental study was conducted. Twelve communities of the Zhaohui Community Health Service Center in Hangzhou, China, were randomly assigned into an intervention group (n = 6) receiving the Chronic Care Model-based intervention and a control group (n = 6) receiving conventional care. A total of three hundred patients, twenty-five for each community, aged ≥18 years with type 2 diabetes for at least 1-year duration, were recruited. Data of health behaviors, clinical outcomes, and health-related quality of life (Short-Form 36-item questionnaire) were collected before and after a 9-month intervention and analyzed using descriptive statistics, t-test, chi-square test, binary logistic regression, and linear mixed regression. A total of 258 patients (134 in intervention and 124 in control) who completed the baseline and follow-up evaluations and the entire intervention were included in the final analyses. RESULTS Health behaviors such as drinking habit (OR = 0.07, 95% CI: 0.01, 0.75), physical activity (OR = 2.92, 95% CI: 1.18, 7.25), and diet habit (OR = 4.30, 95% CI: 1.49, 12.43) were improved. The intervention group had a remarkable reduction in glycated hemoglobin (from 7.17% to 6.60%, P < 0.001). The quality of life score changes of the role limitation due to physical problems (mean = 9.97, 95% CI: 3.33, 16.60), social functioning (mean = 6.50, 95% CI: 2.37, 10.64), role limitation due to emotional problems (mean = 8.06, 95% CI: 2.15, 13.96), and physical component summary score (mean = 3.31, 95% CI: 1.22, 5.39) were improved in the intervention group compared to the control group. CONCLUSION The Chronic Care Model-based intervention helped improve some health behaviors, clinical outcomes, and quality of life of type 2 diabetes patients in China in a short term.
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Affiliation(s)
- Jing-Xia Kong
- Department of Social Medicine and Department of Pharmacy of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
- Department of Investment and Insurance, Zhejiang Financial College, Hangzhou, Zhejiang Province, China
| | - Lin Zhu
- Department of Social Medicine, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Hong-Mei Wang
- Department of Social Medicine and Department of Pharmacy of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Ying Li
- Department of Social Medicine, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - An-Ying Guo
- Department of Social Medicine, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Chao Gao
- Department of Social Medicine, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Yan-Yao Miao
- Department of Social Medicine, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Ting Wang
- Department of Social Medicine, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Xiao-Yang Lu
- Department of Pharmacy of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Hong-Hong Zhu
- Preventive Medicine Institute, Louisiana, MO 63353, USA
| | - Donald L. Patrick
- Department of Health Services, University of Washington, H670 Health Sciences Building, Box 357660, Seattle, WA 98195-7660, USA
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Abstract
PURPOSE The measurement and estimation of diabetes in populations guides resource allocation, health priorities, and can influence practice and future research. To provide a critical reflection on current diabetes surveillance, we provide in-depth discussion about how upstream determinants, prevalence, incidence, and downstream impacts of diabetes are measured in the USA, and the challenges in obtaining valid, accurate, and precise estimates. FINDINGS Current estimates of the burden of diabetes risk are obtained through national surveys, health systems data, registries, and administrative data. Several methodological nuances influence accurate estimates of the population-level burden of diabetes, including biases in selection and response rates, representation of population subgroups, accuracy of reporting of diabetes status, variation in biochemical testing, and definitions of diabetes used by investigators. Technological innovations and analytical approaches (e.g., data linkage to outcomes data like the National Death Index) may help address some, but not all, of these concerns, and additional methodological advances and validation are still needed. Current surveillance efforts are imperfect, but measures consistently collected and analyzed over several decades enable useful comparisons over time. In addition, we proposed that focused subsampling, use of technology, data linkages, and innovative sensitivity analyses can substantially advance population-level estimation.
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Affiliation(s)
- Mohammed K Ali
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA.
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA.
- Department of Family and Preventive Medicine, School of Medicine, Emory University, Atlanta, GA, USA.
| | - Karen R Siegel
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA
| | - Michael Laxy
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA
- Helmholtz Zentrum München, Institute of Health Economics and Health Care Management, Munich, Germany
| | - Edward W Gregg
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road, Atlanta, GA, 30322, USA
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McGill J. Introduction. J Manag Care Spec Pharm 2018; 24:S3-S4. [PMID: 30156444 PMCID: PMC10408403 DOI: 10.18553/jmcp.2018.24.9-a.s3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
This supplement was funded by Novo Nordisk. McGill has received grants and personal fees from Novo Nordisk; grants from AstraZeneca, Novartis, Lexicon, and Pfizer; and personal fees from Intarcia, Boehringer-Ingelheim, Janssen, Mannkind, Bayer, and Merck.
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Affiliation(s)
- Janet McGill
- 1 Washington University School of Medicine and Barnes-Jewish Hospital, St. Louis, Missouri
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26
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Abstract
An estimated 30.2 million Americans have diabetes, and this number is expected to increase based on trends over recent decades and compounded by an aging U.S. POPULATION As reviewed in this article, type 2 diabetes mellitus (T2DM) is associated with impaired health-related quality of life (HRQoL) and with a substantial socioeconomic burden. Compared with individuals without T2DM, those with T2DM have worse HRQoL, greater decrements in HRQoL over time, and possibly greater depressive symptomology. Diabetes-related complications and comorbidities (e.g., obesity and cardiovascular disease) are associated with worse HRQoL. Hypoglycemic episodes are associated with reduced HRQoL and greater levels of depression; they can also interfere with social and occupational activities. In turn, low HRQoL can be a driver for poor glycemic control. In 2012, the total estimated cost associated with diagnosed diabetes in the United States was $245 billion. Factors contributing to increased health care resource utilization and costs in patients with T2DM include medical comorbidities, diabetes-related complications, inadequate glycemic control, and hypoglycemic episodes. Readmission is a key driver of hospital-related costs and is more common among elderly patients with T2DM. Elderly patients with T2DM represent a particularly vulnerable population given that these patients may have varying degrees of physical and mental comorbidities that can increase their risk of hypoglycemia, falls, and depression. This review demonstrates that T2DM imposes a considerable burden on both the individual and society. Treatment strategies should consider the effects of treatment on HRQoL and on outcomes (e.g., complications and hypoglycemia) that affect both HRQoL and costs. Management strategies that maximize HRQoL while minimizing the risk of hypoglycemia and other treatment-related complications are particularly critical in the elderly. DISCLOSURES This supplement was funded by Novo Nordisk. Cannon reports speaker fees and owns stock in Novo Nordisk. Handelsman reports research grants from Amgen, AstraZeneca, Bristol-Myers Squibb, Boehringer Ingelheim, Grifols, Janssen, Lexicon, Merck, Novo Nordisk, Regeneron, and Sanofi; speaker fees from Amarin, Amgen, AstraZeneca, Boehringer Ingelheim-Lilly, Janssen, Merck, Novo Nordisk, Regeneron, and Sanofi; and has served in advisory capacity to Amarin, Amgen, AstraZeneca, Boehringer Ingelheim, Eisai, Intarcia, Janssen, Lilly, Merck, Merck-Pfizer, Novo Nordisk, Regeneron, and Sanofi. Heile reports speaker fees from and has served as advisor to Novo Nordisk. Shannon reports consultant and speaker fees from Novo Nordisk and Boehringer Ingelheim-Lilly Alliance.
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Billings LK, Handelsman Y, Heile M, Schneider D, Wyne K. Health-Related Quality of Life Assessments with Once-Weekly Glucagon-Like Peptide-1 Receptor Agonists in Type 2 Diabetes Mellitus. J Manag Care Spec Pharm 2018; 24:S30-S41. [PMID: 30156447 PMCID: PMC10408424 DOI: 10.18553/jmcp.2018.24.9-a.s30] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
UNLABELLED Type 2 diabetes (T2DM) is associated with significant impairment in health-related quality of life (HRQoL). A patient-centered collaborative approach is recommended to optimize clinical outcomes, including HRQoL, in this patient population. Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) provide effective glycemic control and have demonstrated beneficial effects on HRQoL and treatment satisfaction. Available once-weekly GLP-1 RAs may offer enhanced convenience compared with daily GLP-1 RAs and include exenatide extended-release (ER), dulaglutide, and semaglutide. This article reviews the impact of once-weekly GLP-1 RAs on HRQoL and treatment satisfaction in patients with T2DM. Compared with oral antihyperglycemic drugs, insulin, and daily GLP-1 RAs, once-weekly GLP-1 RAs offer benefits with regard to HRQoL and treatment satisfaction. These benefits appear to be largely mediated by relative drug effects on glycemic control, weight, and hypoglycemia. While there was not an overall class benefit of once-weekly GLP-1 RAs compared with daily GLP-1 RAs on HRQoL and treatment satisfaction, results suggested that once-weekly GLP-1 RAs may enhance certain elements of treatment satisfaction and increase willingness to continue treatment. In 2 studies comparing once-weekly GLP-1 RAs with each other, semaglutide produced significantly greater improvement in overall treatment satisfaction compared with exenatide ER but not dulaglutide. Once-weekly GLP-1 RAs represent an effective and convenient treatment option that may potentially increase treatment satisfaction and enhance adherence, contributing to improved health outcomes. DISCLOSURES This supplement was funded by Novo Nordisk. Billings reports personal fees from Dexcom, Novo Nordisk, and Sanofi. Handelsman reports research grants from Amgen, AstraZeneca, Bristol-Myers Squibb, Boehringer Ingelheim, Grifols, Janssen, Lexicon, Merck, Novo Nordisk, Regeneron, and Sanofi; speaker fees from Amarin, Amgen, AstraZeneca, Boehringer Ingelheim-Lilly, Janssen, Merck, Novo Nordisk, Regeneron, and Sanofi; and has served in advisory capacity to Amarin, Amgen, AstraZeneca, Boehringer Ingelheim, Eisai, Intarcia, Janssen, Lilly, Merck, Merck-Pfizer, Novo Nordisk, Regeneron, and Sanofi. Heile reports speaker fees from and has served as advisor to Novo Nordisk. Schneider reports advisory board fees from Intarcia, Lilly, and Novo Nordisk. Wyne has nothing to disclose.
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Affiliation(s)
| | | | | | - Doron Schneider
- 4 Jefferson Health at Abington Hospital, Abington, Pennsylvania
| | - Kathleen Wyne
- 5 The Ohio State University Wexner Medical School, Columbus
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Caballero AE. The "A to Z" of Managing Type 2 Diabetes in Culturally Diverse Populations. Front Endocrinol (Lausanne) 2018; 9:479. [PMID: 30233490 PMCID: PMC6127640 DOI: 10.3389/fendo.2018.00479] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Accepted: 08/02/2018] [Indexed: 12/15/2022] Open
Abstract
Type 2 diabetes affects racial/ethnic minorities at an alarming rate in the US and in many countries around the world. The quality of health care provided to these groups is often suboptimal, resulting in worse patient-related outcomes when compared to those in mainstream populations. Understanding the complex biological elements that influence the development and course of the disease in high-risk populations is extremely important but often insufficient to implement effective prevention and treatment plans. Multiple factors must be addressed in routine diabetes clinical care. This paper discusses various key factors, organized in alphabetical order. These are acculturation, biology, clinician's cultural awareness, depression and diabetes-specific emotional distress, educational level, fears, group integration, health literacy, intimacy and sexual dysfunction, judging, knowledge of the disease, language, medication adherence, nutritional preferences, other forms of medicine (alternative), perception of body image, quality of life, religion and faith, socio-economic status, technology, unconscious bias, vulnerable groups, asking why?, exercise, "you are in charge" and zip it! Considering these factors in the development of type 2 diabetes prevention and treatment programs will help improve diabetes-related outcomes in culturally diverse populations and reduce health care disparities.
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Affiliation(s)
- A. Enrique Caballero
- Office for External Education, Harvard Medical School, Boston, MA, United States
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Gabric K, Matetic A, Vilovic M, Ticinovic Kurir T, Rusic D, Galic T, Jonjic I, Bozic J. Health-related quality of life in type 2 diabetes mellitus patients with different risk for obstructive sleep apnea. Patient Prefer Adherence 2018; 12:765-773. [PMID: 29785091 PMCID: PMC5953311 DOI: 10.2147/ppa.s165203] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
PURPOSE Our study primarily aimed to investigate health-related quality of life (HRQoL) in type 2 diabetes mellitus (T2DM) patients with different risk for obstructive sleep apnea (OSA). PATIENTS AND METHODS This cross-sectional, questionnaire-based study included 466 adult patients with T2DM on regular visit to Center for Diabetes of University Hospital of Split from April to September 2017. All subjects underwent detailed anamnestical evaluation and physical examination with anthropometric measurements. Additionally, all subjects completed STOP (Snoring, Tiredness, Observed apnea, and high blood Pressure) questionnaire to assess risk for OSA, Epworth Sleepiness Scale to assess daytime sleepiness, and Medical Outcomes Study Short Form-36 (SF-36) instrument to evaluate HRQoL. RESULTS Most subjects (N=312, 67.0%) represented high-risk OSA group based on STOP questionnaire (STOP score ≥2). Statistically significantly lower HRQoL scores in all SF-36 dimensions were found in T2DM patients with high risk for OSA compared to low-risk group (P<0.001). STOP score showed statistically significant negative correlation with all SF-36 dimensions (P<0.001). In multiple linear regression analysis, STOP score was confirmed as statistically significant independent predictor for all SF-36 components, adjusted for body mass index, age, glycated hemoglobin, and T2DM duration (P<0.001). CONCLUSION Our study found that high proportion of patients with T2DM are at high risk for OSA. Furthermore, we showed that group of T2DM patients with high risk for OSA has lower HRQoL in all SF-36 dimensions compared to low-risk patients.
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Affiliation(s)
- Kresimir Gabric
- Department of Pathophysiology, University of Split School of Medicine, Split, Croatia
- University Eye Hospital Svjetlost, Zagreb, Croatia
| | - Andrija Matetic
- Department of Pathophysiology, University of Split School of Medicine, Split, Croatia
| | - Marino Vilovic
- Department of Pathophysiology, University of Split School of Medicine, Split, Croatia
| | - Tina Ticinovic Kurir
- Department of Pathophysiology, University of Split School of Medicine, Split, Croatia
| | - Doris Rusic
- Department of Pharmacy, University of Split School of Medicine, Split, Croatia
| | - Tea Galic
- Study of Dental Medicine, University of Split School of Medicine, Split, Croatia
| | - Ivana Jonjic
- University Eye Hospital Svjetlost, Zagreb, Croatia
| | - Josko Bozic
- Department of Pathophysiology, University of Split School of Medicine, Split, Croatia
- Correspondence: Josko Bozic, Department of Pathophysiology, University of Split School of Medicine, Soltanska 2, 21000 Split, Croatia, Tel +385 21 557 905, Fax +385 21 557 955, Email
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Dennick K, Sturt J, Speight J. What is diabetes distress and how can we measure it? A narrative review and conceptual model. J Diabetes Complications 2017; 31:898-911. [PMID: 28274681 DOI: 10.1016/j.jdiacomp.2016.12.018] [Citation(s) in RCA: 95] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Revised: 12/21/2016] [Accepted: 12/23/2016] [Indexed: 01/06/2023]
Abstract
BACKGROUND Diabetes distress is the negative emotional impact of living with diabetes. It has tangible clinical importance, being associated with sub-optimal self-care and glycemic control. Diabetes distress has been operationalized in various ways and several measures exist. Measurement clarity is needed for both scientific and clinical reasons. OBJECTIVES To clarify the conceptualization and operationalization of diabetes distress, identify and distinguish relevant measures, and evaluate their appropriateness for this purpose. RESULTS Six measures were identified: Problem Areas in Diabetes (PAID) scale, Diabetes Distress Scale (DDS); Type I Diabetes Distress Scale (T1-DDS), Diabetes-specific Quality of Life Scale-Revised (DSQoLs-R) 'Burden and Restrictions-Daily Hassles' sub-scale, Well-being Questionnaire 28 (W-BQ 28) 'Diabetes Well-being' sub-scale, and Illness Perceptions Questionnaire-Revised (IPQ-R) 'Emotional Representations' sub-scale. Across these measures a broad spectrum of diabetes distress is captured, including distress associated with treatment regimen, food/eating, future/complications, hypoglycemia, social/interpersonal relationships, and healthcare professionals. No single measure appears fully comprehensive. Limited detail of the qualitative work informing scale design is reported, raising concerns about content validity. CONCLUSIONS Across the available measures diabetes distress is seemingly comprehensively assessed and measures should be considered in terms of their focus and scope to ensure the foci of interventions are appropriately targeted.
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MESH Headings
- Combined Modality Therapy/adverse effects
- Combined Modality Therapy/psychology
- Cost of Illness
- Diabetes Complications/prevention & control
- Diabetes Complications/psychology
- Diabetes Mellitus, Type 1/complications
- Diabetes Mellitus, Type 1/psychology
- Diabetes Mellitus, Type 1/therapy
- Diabetes Mellitus, Type 2/complications
- Diabetes Mellitus, Type 2/psychology
- Diabetes Mellitus, Type 2/therapy
- Humans
- Models, Psychological
- Psychosocial Support Systems
- Quality of Life
- Self-Management/psychology
- Stress, Psychological/complications
- Stress, Psychological/etiology
- Stress, Psychological/psychology
- Validation Studies as Topic
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Affiliation(s)
- Kathryn Dennick
- Florence Nightingale Faculty of Nursing and Midwifery, Kings College London, 57 Waterloo Road, London, SE1 8WA, UK.
| | - Jackie Sturt
- Florence Nightingale Faculty of Nursing and Midwifery, Kings College London, 57 Waterloo Road, London, SE1 8WA, UK
| | - Jane Speight
- School of Psychology, Deakin University, 1 Gheringhap Street, Geelong, Victoria 3220, Australia; The Australian Centre for Behavioral Research in Diabetes, Diabetes Victoria, 570 Elizabeth Street, Melbourne, Victoria 3000, Australia; AHP Research, 16 Walden Way, Hornchurch, Essex, UK
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Shen H, Wang Y, Edwards H. Can a community-based peer-led diabetic self-management programme be effective: 12-week evaluation. J Clin Nurs 2017; 26:1621-1631. [PMID: 27535118 DOI: 10.1111/jocn.13526] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/07/2016] [Indexed: 11/29/2022]
Affiliation(s)
- Huixia Shen
- School of Medicine; Tongji University; Shanghai China
| | - Yanbo Wang
- School of Medicine; Tongji University; Shanghai China
| | - Helen Edwards
- Faculty of Health; Queensland University of Technology; Brisbane Qld Australia
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Gala S, Wu W. The effect of receiving diabetes self-management education on preventive care practices and health-related quality of life among type II diabetes adults. JOURNAL OF PHARMACEUTICAL HEALTH SERVICES RESEARCH 2015. [DOI: 10.1111/jphs.12112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Abstract
Objectives
To assess the effect of diabetes self-management education (DSME) on preventive care practices and the health-related quality of life (HRQOL) measures among type II diabetes adults.
Methods
A retrospective database analysis was conducted using the Behavioral Risk Factor Surveillance System survey. Bivariate analyses were conducted to compare the utilization of preventive care practices among those receiving and not receiving DSME; and to determine the association between DSME status and HRQOL measures. Multiple logistic regression was employed to determine the likelihood of obtaining preventive care practices among those receiving DSME. Data analysis was performed using SAS version 9.2.
Key findings
Only 54% of type II diabetes adults received DSME. All preventive care practices except bi-annual HbA1c testing were utilized higher in adults receiving DSME. Adults receiving DSME were more likely to get an annual comprehensive foot examination (OR = 2.19, P < 0.0001), annual dilated eye examination (OR = 1.63, P = 0.0007), annual doctor visit (OR = 1.60, P = 0.0244), pneumococcal vaccine (OR = 1.48, P = 0.0042) and daily self-monitoring of blood glucose (OR = 1.46, P = 0.0065) than adults not receiving DSME. Higher proportion of adults receiving DSME reported good general health, <13 days of physical and mental distress as compared to adults not receiving DSME.
Conclusions
Patient programmes are needed to increase DSME, which in turn may increase the uptake of preventive care measures and improve HRQOL of type II diabetes adults.
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Affiliation(s)
- Smeet Gala
- Department of Pharmacy Administration and Public Health, College of Pharmacy and Health Sciences, St. John's University, 8000 Utopia Parkway, Queens, NY 11439, USA
| | - Wenchen Wu
- Department of Pharmacy Administration and Public Health, College of Pharmacy and Health Sciences, St. John's University, 8000 Utopia Parkway, Queens, NY 11439, USA
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Franch-Nadal J, Labrador Barba E, Gómez-García MC, Buil-Cosiales P, Millaruelo JM, Peña MLO. Patient-reported outcomes in type 2 diabetes mellitus: patients' and primary care physicians' perspectives in the Spanish health care system. Patient Prefer Adherence 2015; 9:1413-22. [PMID: 26504375 PMCID: PMC4603711 DOI: 10.2147/ppa.s87005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE Understanding patients' and physicians' perceptions of type 2 diabetes mellitus (T2DM) management and treatment has important implications for diabetes care, allowing the identification of clinical practice issues that could be improved, leading to patients' better understanding of the illness and, consequently, healthier self-management behaviors. The objective of this study was to identify differences between physicians' and T2DM patients' perceptions related to health status, patient-reported outcomes assessments, and T2DM management and treatment, in routine clinical practice in Spain. METHODS This was an observational, cross-sectional study including 1,012 T2DM patients and 974 physicians from 47 and 52 Spanish provinces, respectively. An electronic structured self-administered questionnaire containing 17 questions was designed aiming to address both physicians' and patient's perceptions on overall T2DM health status and patient-reported outcomes. RESULTS T2DM patients perceived a worse health status (40% reported having a "good" and 38% a "neither good nor bad" health status) compared with physicians' perceptions (77% thought patients had a "good" health status). Most patients answered being "satisfied" or "neither satisfied nor unsatisfied" with the given information, while physicians considered that patients were "satisfied" or "very satisfied" with the information for self-monitoring blood glucose and treatment administration. Fifty-seven percent of patients reported that medical recommendations were "important", while 58% of physicians considered it as "very important". Fifty-three percent of patients perceived that their current T2DM treatment suited their preferences "quite a lot", and this was lower than the proportion of physicians (69%) that believed this for their patients. Additionally, a lower percentage of patients (53%) than physicians (79%) believed that their treatment improved their health-related quality of life "quite a lot". All differences between patients and physicians were statistically significant (P<0.001). CONCLUSION Patients and physicians demonstrate different views concerning all questions related to T2DM health status and diabetes management and treatment (information, recommendations, satisfaction, and preferences).
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Affiliation(s)
- Josep Franch-Nadal
- AEP Raval Sud, Barcelona, Spain
- Center for Biomedical Research Network of Diabetes and Associated Metabolic Diseases (CIBERDEM), Madrid, Spain
| | - Elena Labrador Barba
- Established Pharmaceuticals Division, Mylan EPD, Madrid, Spain
- Correspondence: Elena Labrador Barba, Established Pharmaceuticals Division, Mylan EPD, Avenida Burgos, 91, 28050 Madrid, Spain, Tel +34 91 337 33 50, Email
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Health utilities of type 2 diabetes-related complications: a cross-sectional study in Sweden. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2014; 11:4939-52. [PMID: 24810579 PMCID: PMC4053909 DOI: 10.3390/ijerph110504939] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Revised: 04/01/2014] [Accepted: 05/04/2014] [Indexed: 01/14/2023]
Abstract
This study estimates health utilities (HU) in Sweden for a range of type 2 diabetes-related complications using EQ-5D and two alternative tariffs (UK and Swedish) from 1757 patients with type 2 diabetes from the Swedish National Diabetes Register (NDR). Ordinary least squares were used for statistical analysis. Lower HU was found for female gender, younger age at diagnosis, higher BMI, and history of complications. Microvascular and macrovascular complications had the most negative effect on HU among women and men, respectively. The greatest decline in HU was associated with kidney disorders (−0.114) using the UK tariff and stroke (−0.059) using the Swedish tariff. Multiple stroke and non-acute ischaemic heart disease had higher negative effect than a single event. With the UK tariff, each year elapsed since the last microvascular/macrovascular complication was associated with 0.013 and 0.007 units higher HU, respectively. We found important heterogeneities in effects of complications on HU in terms of gender, multiple event, and time. The Swedish tariff gave smaller estimates and so may result in less cost-effective interventions than the UK tariff. These results suggest that incorporating subgroup-specific HU in cost-utility analyses might provide more insight for informed decision-making.
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Grandy S, Langkilde AM, Sugg JE, Parikh S, Sjöström CD. Health-related quality of life (EQ-5D) among type 2 diabetes mellitus patients treated with dapagliflozin over 2 years. Int J Clin Pract 2014; 68:486-94. [PMID: 24499168 DOI: 10.1111/ijcp.12341] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
AIMS This study evaluated health status and health-related quality of life (HRQOL) among patients with type 2 diabetes mellitus (T2DM) treated with dapagliflozin, a highly selective sodium-glucose co-transporter 2 (SGLT2) inhibitor that lowers blood glucose by increasing glucose excretion, in a double-blind, randomised clinical trial. METHODS Subjects with T2DM who had inadequate glycaemic control on metformin alone were enrolled in a 24-week, double-blind, randomised, placebo-controlled study with a 78-week extension period to evaluate the effect of dapagliflozin in combination with metformin. Subjects treated with dapagliflozin 10 mg + metformin (n = 89) were compared with subjects treated with placebo + metformin (n = 91) at baseline and at weeks 24, 50 and 102. EQ-5D change from baseline was derived from a repeated-measures mixed model, adjusting for baseline EQ-5D, treatment group, time point and use of rescue medication. RESULTS Mean (SD) EQ-5D index was 0.85 (0.16) and 0.82 (0.15) at baseline and 0.85 (0.19) and 0.84 (0.19) at week 102 for dapagliflozin and placebo, respectively. The model indicated no change over 102 weeks in EQ-5D index scores in either treatment group. Mean (SD) EQ-5D visual analogue scale (VAS) was 72.5 (19.5) and 73.7 (15.6) at baseline and 79.8 (13.3) and 78.2 (12.1) at week 102 for dapagliflozin and placebo, respectively. The model indicated similar small improvements in EQ-5D VAS scores in both groups over 102 weeks. CONCLUSION Patients maintained high HRQOL scores from baseline through week 102 in both treatment groups. Dapagliflozin, a novel SGLT2 inhibitor, did not adversely affect HRQOL over 2 years of treatment.
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Affiliation(s)
- S Grandy
- AstraZeneca LP, Wilmington, DE, USA
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Cranor CW, Christensen DB. The Asheville Project: Short-term outcomes of a community pharmacy diabetes care program. J Am Pharm Assoc (2003) 2013; 52:838-50. [PMID: 23229972 DOI: 10.1331/japha.2012.12542] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Bjorner JB, Lyng Wolden M, Gundgaard J, Miller KA. Benchmarks for interpretation of score differences on the SF-36 health survey for patients with diabetes. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2013; 16:993-1000. [PMID: 24041349 DOI: 10.1016/j.jval.2013.06.022] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2012] [Revised: 05/07/2013] [Accepted: 06/19/2013] [Indexed: 06/02/2023]
Abstract
OBJECTIVE To estimate clinical and social benchmarks for interpretation of score differences on the Short-Form 36 Health Survey, and apply these benchmarks to populations with diabetes mellitus (DM). METHODS Using survival and logistic regression models, we reanalyzed data from three US cohorts: the Medical Outcomes Study (N = 3,445; 541 patients with DM), the Medicare Health Outcomes Survey (N = 78,183; 16,388 patients with DM), and the QualityMetric 2009 Norming Study (N = 4,040; 580 patients with DM). Outcome variables were mortality, hospitalization, current inability to work, and loss of ability to work. RESULTS Benchmarks were robust across disease groups, but varied according to age and score level. A 1-point lower score on the Physical Function, General Health, and Physical Component Summary scales was associated with a 1.05 to 1.09 relative risk (RR) of mortality for the typical patient with DM, with stronger associations in the younger age groups. For several scales (Physical Function, Role Physical, Bodily Pain, General Health, Vitality, Social Function, and Role Emotional), the associations with mortality also depended on score level, with stronger associations in the lower score ranges (i.e., patients in worse health). A 1-point lower score on the Physical Function, Role Physical, Bodily Pain, General Health, Vitality, Social Function, and Physical Component Summary scales implied a 1.02 to 1.04 RR of hospitalization, a 1.07 to 1.12 RR of being unable to work, and a 1.04 to 1.07 RR of losing the ability to work. CONCLUSIONS A 1-point lower score on selected Short-Form 36 Health Survey scales is associated with an excess risk of up to 9% for mortality and 12% for inability to work.
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Affiliation(s)
- Jakob B Bjorner
- QualityMetric/OptumInsight, Lincoln, RI, USA; Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
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Grandy S, Fox KM. Change in health status (EQ-5D) over 5 years among individuals with and without type 2 diabetes mellitus in the SHIELD longitudinal study. Health Qual Life Outcomes 2012; 10:99. [PMID: 22917219 PMCID: PMC3490883 DOI: 10.1186/1477-7525-10-99] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2012] [Accepted: 08/16/2012] [Indexed: 01/18/2023] Open
Abstract
Background Health-related quality of life studies among adults with type 2 diabetes mellitus, using the EQ-5D, have been short term and have not assessed change over years. This study assessed the change in health status and health-related quality of life over 5 years among individuals with and without diabetes. Methods Respondents to the US Study to Help Improve Early evaluation and management of risk factors Leading to Diabetes (SHIELD) completed the EuroQol-5D (EQ-5D) at baseline (2004) and 5 years later (2009). Visual analog scale (VAS) score and health index score were computed at baseline and year 5, and the change over 5 years was measured for individuals with type 2 diabetes mellitus (T2DM) and those without diabetes, and T2DM adults with and without diabetic complications. Linear regression models were used to determine change in EQ-5D score, controlling for age, gender, race, education, household income, and body mass index (BMI). Results There was significantly greater decline in the EQ-5D index score in the T2DM group (-0.031 [SD 0.158]), compared with those without diabetes (-0.016 [0.141], p = 0.001). Compared with respondents without diabetes, those with T2DM had a larger reduction in EQ-5D index score, after controlling for demographics (p = 0.001). EQ-5D VAS score declined over 5 years for both groups: -1.42 (18.1) for the T2DM group, and -0.63 (15.8) for the group without diabetes, but the between-group difference was not significant either before (p = 0.09) or after (p = 0.12), controlling for demographics. T2DM respondents with diabetic complications had a greater decline in EQ-5D scores than T2DM respondents without complications (p < 0.05). Conclusion Over a 5-year period, health status of respondents with T2DM declined significantly compared with those with no diabetes, indicating that the burden of the disease has a long-term detrimental impact. This decline in health status is likely to impact utility scores (fewer quality-adjusted life years) for economic evaluations.
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Schunk M, Reitmeir P, Schipf S, Völzke H, Meisinger C, Thorand B, Kluttig A, Greiser KH, Berger K, Müller G, Ellert U, Neuhauser H, Tamayo T, Rathmann W, Holle R. Health-related quality of life in subjects with and without Type 2 diabetes: pooled analysis of five population-based surveys in Germany. Diabet Med 2012; 29:646-53. [PMID: 21978176 DOI: 10.1111/j.1464-5491.2011.03465.x] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
AIMS To estimate population values of health-related quality of life (HRQL) in subjects with and without Type 2 diabetes mellitus across several large population-based survey studies in Germany. Systematic differences in relation to age and sex were of particular interest. METHODS Individual data from four population-based studies from different regions throughout Germany and the nationwide German National Health Interview and Examination Survey (GNHIES98) were included in a pooled analysis of primary data (N = 9579). HRQL was assessed using the generic index instrument SF-36 (36-item Short Form Health Survey) or its shorter version, the SF-12 (12 items). Regression analysis was carried out to examine the association between Type 2 diabetes and the two component scores derived from the SF-36/SF-12, the physical component summary score (PCS-12) and the mental component summary score (MCS-12), as well as interaction effects with age and sex. RESULTS The PCS-12 differed significantly by -4.1 points in subjects with Type 2 diabetes in comparison with subjects without Type 2 diabetes. Type 2 diabetes was associated with significantly lower MCS-12 in women only. Higher age was associated with lower PCS-12, but with an increase in MCS-12, for subjects with and without Type 2 diabetes. CONCLUSIONS Pooled analysis of population-based primary data offers HRQL values for subjects with Type 2 diabetes in Germany, stratified by age and sex. Type 2 diabetes has negative consequences for HRQL, particularly for women. This underlines the burden of disease and the importance of diabetes prevention. Factors that disadvantage women with Type 2 diabetes need to be researched more thoroughly.
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Affiliation(s)
- M Schunk
- Helmholtz Zentrum München, German Research Center for Environmental Health, Institute of Health Economics and Health Care Management, Neuherberg, Germany.
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Mirfeizi M, Jafarabadi MA, Toorzani ZM, Mohammadi SM, Azad MD, Mohammadi AV, Teimori Z. Feasibility, reliability and validity of the Iranian version of the Diabetes Quality of Life Brief Clinical Inventory (IDQOL-BCI). Diabetes Res Clin Pract 2012; 96:237-47. [PMID: 22306060 DOI: 10.1016/j.diabres.2011.12.030] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2011] [Revised: 12/15/2011] [Accepted: 12/22/2011] [Indexed: 11/29/2022]
Abstract
AIMS To validate and culturally adapt the Diabetes-specific Quality of Life Brief Clinical Inventory (DQOL-BCI) for the Iranian population. METHODS After translation - back translation, content validity was assessed utilizing a panel of six experts. Based on a sample of 180 diabetic patients referred to two Diabetics Clinic Centers from September to May 2011 in Karaj, Iran, construct validity via detecting the factor structure, and convergent and discriminant validity were evaluated by scale-item correlations and known group analyses. Internal consistency and test-retest reliability were assessed in sample of 30 patients by Cronbach's and intraclass correlation coefficient (ICC). RESULTS The IDQOL-BCI showed good content validity (CVI values>0.75 and CVR values>0.99), internal consistency (α=0.75) and test-retest reliability (ICC=0.81). A 3-factor solution was found. In addition, high values of item-scale correlations confirmed the convergence validity, and some subscales and total scores differentiate between groups defined by sex, disease duration, income levels, drug using status and physical activity demonstrated the discriminant validity. CONCLUSIONS Our findings demonstrate the initial feasibility, reliability and validity of the Iranian version of the IDQOL-BCI as a measure of diabetic-specific QOL measure in Iranian patients.
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Affiliation(s)
- Mani Mirfeizi
- Department of Midwifery, Karaj Branch, Islamic Azad University, Karaj, Iran
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Zapata-Vega MI, Rivera J, Tarlin N, Bijan I, Maurer M. Using a brief 10-item generic measure of quality of life in English and Spanish speaking diabetic patients. Int J Psychiatry Med 2011; 40:399-411. [PMID: 21391411 DOI: 10.2190/pm.40.4.d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
OBJECTIVES Validation of the Multicultural Quality of Life Index (MQLI), a 10-item self-rated generic multilingual quality of life (QOL) measure in ethnically-diverse diabetic patients. METHODS Diabetic adult patients (n = 180) in New York City completed the MQLI, English or Spanish version. Its internal consistency, factorial structure, and construct validity were analyzed. Depression screening (PHQ-9) scores were used to divide subjects into two sub-samples with presumed different QOL levels. RESULTS A Cronbach's alpha of 0.92 demonstrated its internal consistency (English-version = 0.90, Spanish-version = 0.94). A one-single factor structure was documented (all items loadings > or = 0.64), accounting for 59% of the items variance in the total sample; similar results were found for each language version. Correlation of the MQLI and PHQ-9 scores yielded an r = -0.58. Mild negative correlations with self-disclosed diagnosis of depression or other mental disorders, diabetes duration, and abnormal sensation on foot exam were found, but were non-significant with other diabetes aspects (e.g., HbA1c, retinopathy). A significant difference (p < 0.001) between the scores of two subsamples with presumed different levels of QOL (means = 8.02 vs. 5.84) was found. CONCLUSIONS The MQLI demonstrated coherence around the QOL concept. It correlated significantly with mental health (particularly depression), duration of diabetes, and possible neuropathy, but not with some diabetes-related factors. Its use in diabetic care settings is recommended, possibly supplemented by QOL diabetic-specific instruments.
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Affiliation(s)
- Maria I Zapata-Vega
- Elmhurst Hospital Center, Mount Sinai School of Medicine, New York 11373, USA.
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Janssen MF, Lubetkin EI, Sekhobo JP, Pickard AS. The use of the EQ-5D preference-based health status measure in adults with Type 2 diabetes mellitus. Diabet Med 2011; 28:395-413. [PMID: 21392061 DOI: 10.1111/j.1464-5491.2010.03136.x] [Citation(s) in RCA: 117] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND The EQ-5D is a generic preference-based health status measure that has been widely applied to measure the impact of Type 2 diabetes mellitus. This review summarizes evidence on the validity, reliability and responsiveness of the EQ-5D in studies of Type 2 diabetes and provides a catalogue of EQ-5D index scores for Type 2 diabetes and various complications and subgroups. METHODS A structured search was conducted (1987-2009) using keywords relevant to Type 2 diabetes and the EQ-5D. Original research studies in Type 2 diabetes that reported EQ-5D results and/or measurement properties were included. RESULTS Of the 59 included articles, 54 publications reported EQ-5D responses and 39 papers presented evidence on the measurement properties of the EQ-5D. Studies that reported measurement properties supported construct, convergent and discriminant validity, test-retest reliability and responsiveness of the EQ-5D in Type 2 diabetes. Several studies reported a ceiling effect for the EQ-5D and an inability to capture multiple complications was observed. EQ-5D index scores ranged from 0.20 (severe diabetic peripheral neuropathic pain) to 0.88 (general population: good HbA(1c) level). For six subgroups, sufficient studies were available to calculate pooled mean index scores (95% CI): general population 0.67 (0.59-0.75), no complications 0.76 (0.68-0.83), microvascular complications 0.73 (0.57-0.89), macrovascular complications 0.73 (0.57-0.88), diabetic peripheral neuropathic pain 0.45 (0.39-0.51) and retinopathy 0.57 (0.46-0.69). CONCLUSIONS Evidence supported validity, reliability and responsiveness of the EQ-5D in Type 2 diabetes. EQ-5D index scores associated with Type 2 diabetes and various complications can be useful for modelling health outcomes in economic evaluations of health programmes for Type 2 diabetes.
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Green AJ, Fox KM, Grandy S. Impact of Regular Exercise and Attempted Weight Loss on Quality of Life among Adults with and without Type 2 Diabetes Mellitus. J Obes 2010; 2011:172073. [PMID: 20936161 PMCID: PMC2948903 DOI: 10.1155/2011/172073] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2010] [Accepted: 09/01/2010] [Indexed: 11/18/2022] Open
Abstract
Objective. To examine the association between exercising regularly and trying to lose weight, and quality of life among individuals with and without type 2 diabetes mellitus (T2DM). Methods. Respondents to the US SHIELD baseline survey reported whether they had tried to lose weight during the previous 12 months and whether they exercised regularly for >6 months. Respondents completed the SF-12 quality-of-life survey one year later. Differences between T2DM respondents (n = 2419) and respondents with no diabetes (n = 6750) were tested using t-tests and linear regression models adjusting for demographics, body mass index (BMI), and diabetes status. Results. After adjustment, exercising regularly was significantly associated with higher subsequent physical and mental component scores (P < .001). After adjustment, trying to lose weight was not associated with higher physical component scores (P = .87), but was associated with higher mental component scores (P = .01). Conclusion. Respondents who reported exercising regularly had significantly better physical and mental quality of life, compared with respondents who did not exercise regularly. Despite exercising regularly, respondents with T2DM had significantly worse quality of life, compared with respondents without diabetes who exercised regularly.
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Affiliation(s)
| | - Kathleen M. Fox
- Strategic Healthcare Solutions, LLC, P.O. Box 543, Monkton, MD 21111, USA
| | - Susan Grandy
- Department of Health Economics and Outcomes Research, AstraZeneca LP, Wilmington, DE 19850, USA
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Cleveringa FGW, Minkman MH, Gorter KJ, van den Donk M, Rutten GEHM. Diabetes Care Protocol: effects on patient-important outcomes. A cluster randomized, non-inferiority trial in primary care. Diabet Med 2010; 27:442-50. [PMID: 20536517 DOI: 10.1111/j.1464-5491.2010.02968.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AIMS The Diabetes Care Protocol (DCP) combines task delegation, intensification of diabetes treatment and feedback. It reduces cardiovascular risk in Type 2 diabetes (T2DM) patients. This study determines the effects of DCP on patient-important outcomes. METHODS A cluster randomized, non-inferiority trial, by self-administered questionnaires in 55 Dutch primary care practices: 26 practices DCP (1699 patients), 26 usual care (1692 patients). T2DM patients treated by their general practitioner were included. Main outcome was the 1-year between-group difference in Diabetes Health Profile (DHP-18) total score. SECONDARY OUTCOMES DHP-18 subscales, general perceived health [Medical Outcomes Study 36-Items Short Form Health Survey (SF-36), Euroqol 5 Dimensions (EQ-5D) and Euroqol visual analogue scale (EQ-VAS)], treatment satisfaction (Diabetes Treatment Satisfaction Questionnaire; DTSQ status) and psychosocial self-efficacy (Diabetes Empowerment Scale Short Form; DES-SF). Per protocol (PP) and intention-to-treat (ITT) analyses were performed: non-inferiority margin Delta=-2%. At baseline 2333 questionnaires were returned and 1437 1 year thereafter. RESULTS Comparing DCP with usual care, DHP-18 total score was non-inferior: PP -0.88 (95% CI -1.94 to 0.12), ITT -0.439 (95% CI -1.01 to 0.08), SF-36 'health change' improved: PP 3.51 (95% CI 1.23 to 5.82), ITT 1.91 (95% CI 0.62 to 3.23), SF-36 'social functioning' was inconclusive: PP-1.57 (95% CI-4.3 to 0.72), ITT-1.031 (95% CI-2.52 to -0.25). Other DHP and SF-36 scores were inconsistent or non-inferior. DHP-18 'disinhibited eating' was significantly worse in PP analyses. For EQ-5D/EQ-VAS, DTSQ and DES-SF, no significant between-group differences were found. CONCLUSION DCP does not seem to influence health status negatively, therefore diabetes care providers should not shrink from intensified treatment. However, they should take possible detrimental effects on 'social functioning' and 'disinhibited eating' into account.
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Affiliation(s)
- F G W Cleveringa
- Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, the Netherlands.
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Ali S, Stone M, Skinner TC, Robertson N, Davies M, Khunti K. The association between depression and health-related quality of life in people with type 2 diabetes: a systematic literature review. Diabetes Metab Res Rev 2010; 26:75-89. [PMID: 20186998 DOI: 10.1002/dmrr.1065] [Citation(s) in RCA: 103] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The relationships between co-morbid depression in people with diabetes and adverse outcomes including poor HbA(1c) control, adherence to medication and mortality have been examined and confirmed. However, as the awareness of the decrement to health-related quality of life (HRQOL) in people with diabetes and its clinical consequences grows, investigators have become increasingly interested in measuring HRQOL in clinical trials. Given that the psychological factors such as depression may contribute to diminished HRQOL, the present review sought to summarize the association between these variables in people with type 2 diabetes. Articles for a systematic review were obtained via a search performed using MEDLINE, EMBASE and PsycINFO (1980-2007).Fourteen articles fulfilled the inclusion criteria. Studies indicated that self-reported depressive symptoms markedly impaired HRQOL on several domains. However, depression was not related to all sub-domains of HRQOL in all studies, suggesting that the effects of depression on certain aspects of HRQOL may vary between clinical and demographic subgroups. Although a number of shortcomings identified in the current literature should be taken into account for future research, the importance of this review lies in the possibility it raises that the improvements in HRQOL and clinical practice may potentially be achieved by placing greater attention on the identification and management of depression.
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Affiliation(s)
- Saima Ali
- Health Sciences Research Institute, University of Warwick, Coventry, UK.
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Mokkink LB, Terwee CB, Stratford PW, Alonso J, Patrick DL, Riphagen I, Knol DL, Bouter LM, de Vet HCW. Evaluation of the methodological quality of systematic reviews of health status measurement instruments. Qual Life Res 2009; 18:313-33. [PMID: 19238586 DOI: 10.1007/s11136-009-9451-9] [Citation(s) in RCA: 126] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2008] [Accepted: 01/29/2009] [Indexed: 12/13/2022]
Abstract
A systematic review of measurement properties of health-status instruments is a tool for evaluating the quality of instruments. Our aim was to appraise the quality of the review process, to describe how authors assess the methodological quality of primary studies of measurement properties, and to describe how authors evaluate results of the studies. Literature searches were performed in three databases. One hundred and forty-eight reviews were included. The purpose of included reviews was to identify health status instruments used in an evaluative application and to report on the measurement properties of these instruments. Two independent reviewers selected the articles and extracted the data. Reviews were often of low quality: 22% of the reviews used one database, the search strategy was often poorly described, and in many cases it was not reported whether article selection (75%) and data extraction (71%) was done by two independent reviewers. In 11 reviews the methodological quality of the primary studies was evaluated for all measurement properties, and of these 11 reviews only 7 evaluated the results. Methods to evaluate the quality of the primary studies and the results differed widely. The poor quality of reviews hampers evidence-based selection of instruments. Guidelines for conducting and reporting systematic reviews of measurement properties should be developed.
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Affiliation(s)
- Lidwine B Mokkink
- Department of Epidemiology and Biostatistics, EMGO Institute for Health and Care Research, VU University Medical Center, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands.
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Nicolucci A, Cucinotta D, Squatrito S, Lapolla A, Musacchio N, Leotta S, Vitali L, Bulotta A, Nicoziani P, Coronel G. Clinical and socio-economic correlates of quality of life and treatment satisfaction in patients with type 2 diabetes. Nutr Metab Cardiovasc Dis 2009; 19:45-53. [PMID: 18450436 DOI: 10.1016/j.numecd.2007.12.005] [Citation(s) in RCA: 78] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2007] [Revised: 12/04/2007] [Accepted: 12/18/2007] [Indexed: 11/22/2022]
Abstract
BACKGROUND AND AIM The aim of the present study was to assess health-related quality of life (HRQOL) and treatment satisfaction in a large, ambulatory based sample of patients with type 2 diabetes. In particular, we evaluated a large array of socio-economic, clinical, and management-related factors, to investigate the extent to which they correlate with physical and psychological well-being, and with treatment satisfaction. METHODS AND RESULTS Patients were requested to fill in a questionnaire including the SF-36 Health Survey (SF-36), the WHO-Well Being Questionnaire (WBQ), and the WHO-Diabetes Treatment Satisfaction Questionnaire (DTSQ). The analyses were based on multivariate analyses, adjusted for patient clinical and socio-demographic characteristics. The study involved 2499 patients, enrolled in 203 diabetes outpatient clinics. Female gender and diabetes complications were associated with worse physical and psychological well-being, while socioeconomic variables were mainly related to general well-being. The perceived frequency of hyperglycemic episodes was negatively associated with all the dimensions explored. Treatment satisfaction was inversely related to female gender, insulin treatment, perceived frequency of hyperglycemic episodes and diabetes complications. Blood glucose self-monitoring, and among patients treated with insulin, self-management of insulin doses and the use of pen for insulin injections, were associated with higher levels of satisfaction. Finally, higher levels of satisfaction were associated with a better perception of physical and psychological well-being. CONCLUSIONS Health related quality of life and treatment satisfaction are associated with each other and are both affected by a complex interplay between clinical and socio-economic variables. Some negative aspects, mainly associated with insulin treatment and poor perceived metabolic control, can be attenuated by a deeper involvement of the patients in the management of the disease.
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Affiliation(s)
- A Nicolucci
- Dipartimento di Farmacologia Clinica e Epidemiologia, Consorzio Mario Negri Sud, S. Maria Imbaro, Italy.
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Obesity and health related quality of life in the general adult population of the Canary Islands. Qual Life Res 2008; 18:171-7. [PMID: 19067234 DOI: 10.1007/s11136-008-9427-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2008] [Accepted: 11/19/2008] [Indexed: 10/21/2022]
Abstract
PURPOSE To explore the relationship between excess weight and health related quality of life (HRQL) in the general population by means of the EuroQol-5D questionnaire. METHODS The relationship between excess weight and HRQL was explored by the 2004 Canary Islands Health Survey. Survey participants from 16 years of age and older were classified according to their body mass index (BMI). The relationship between excess weight and the dichotomized EuroQol-5D was examined by multiple logistic regression analysis, adjusting by socio-demographic variables, smoking status, alcohol consumption, and self-reported disease status. RESULTS People with excess weight were older, less educated, and had more associated diseases than the population without excess weight. Excess weight and HRQL are inversely correlated. Severely obese participants showed EuroQol-5D index scores significantly lower than those of normal weight participants (0.65 vs. 0.87). The adjusted odds ratio for the lower HRQL is 3.17 for severely obese people compared to normal weight people. CONCLUSIONS Excess weight has a negative impact on HRQL, even for people without chronic diseases. A better understanding of the relationships between excess weight, its associated comorbidities, and HRQL may have important implications for the design and assessment of prevention and treatment strategies.
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Huang IC, Liu JH, Wu AW, Wu MY, Leite W, Hwang CC. Evaluating the reliability, validity and minimally important difference of the Taiwanese version of the diabetes quality of life (DQOL) measurement. Health Qual Life Outcomes 2008; 6:87. [PMID: 18957127 PMCID: PMC2603003 DOI: 10.1186/1477-7525-6-87] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2008] [Accepted: 10/28/2008] [Indexed: 11/13/2022] Open
Abstract
Background Few diabetes HRQOL instruments are available in Chinese language. We tested psychometric properties of a Diabetes Quality of Life (DQOL) in Chinese language for diabetes patients in Taiwan and estimated its minimally important differences (MIDs). Methods Data were collected from 337 patients treated in diabetes clinics of a Taiwan teaching hospital. Pearson's correlations among domain scores of the DQOL (satisfaction, impact, and worry), the D-39S (a diabetes-specific instrument, including domains of diabetes control, energy and mobility, social burden and anxiety and worry, and sexual functioning) and the RAND-12 (a generic instrument, including physical health composite (PHC) and mental health composite (MHC)) were estimated to determine convergent/discriminant validity. Known-groups validity was examined using 2-hour postprandial plasma glucose (2 h PPG), hemoglobin A1c (HbA1c)) and presence of complications (retinopathy, neuropathy, and diabetic foot complications rather than the known groups of cardiovascular and cerebrovascular complications). We used a combined anchor- and distribution-based approach to establish MIDs. Results The DQOL scores were more strongly correlated with the physical domains of the D-39S (diabetes control and energy and mobility) and RAND-12 PHC than psychological domains of the D-39S (social burden, anxiety and worry, and sexual functioning) and RAND-12 MHC. The DQOL showed satisfactory discriminative ability for the known groups of 2 h PPG and HbA1c (effect size (ES) ≥ 0.2) and retinopathy, neuropathy, and diabetic foot complications (ES ≥ 0.3), but less satisfactory for the known groups of cardiovascular and cerebrovascular complications. MIDs for the DQOL domains were 3–5 points for satisfaction, 4–5 points for impact, 6–8 points for worry, and 3–4 points for overall HRQOL. Conclusion We validated a DQOL in Chinese language for diabetes patients in Taiwan and provided MIDs to facilitate the measure of diabetes HRQOL.
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Affiliation(s)
- I-Chan Huang
- Department of Epidemiology and Health Policy Research, College of Medicine, University of Florida, Gainesville, FL, USA.
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Abstract
BACKGROUND AND OBJECTIVES Health-related quality of life (HRQOL) is an important health outcome, representing one of the most important goals of all health interventions. The objectives of this study were to determine HRQOL and the factors affecting it in type 2 diabetic patients. PATIENTS AND METHODS This cross-sectional study was conducted in five primary health care (PHC) centers in the Al-Khobar area. From a random sample of 225 type 2 diabetic patients, 216 patients were included in the study along with 216 age- , sex- and nationality-matched controls. Nine patients refused to participate. Type 2 diabetic patients and controls were interviewed with the translated Arabic SF-12 questionnaire. RESULTS The mean ages were 50.0A+/-10.0 years for cases and of 49.3+/-10.3 years for controls (P=.526). Type 2 diabetic patients had lower socioeconomic status and educational level than controls. Obesity was significantly higher in diabetics than controls. HRQOL in type 2 diabetic patients was significantly lower than controls. The mean physical component score was 41.3+/-8.9 for cases vs. 47.5+/-9.5 for controls (P<.001), and the mean mental component score 47.8+/-9.1 in cases vs. 51.5+/-9.4 in controls (P<.001). HRQOL was significantly lower in females than males (P<.001). HRQOL was impaired in uncontrolled patients (fasting plasma glucose [FPG]>130 mg/dL) in comparison with controlled patients (FPG</=130 mg/dL) (P<.05). CONCLUSIONS HRQOL was lower in type 2 diabetic patients than controls and was affected by many factors. Females had lower HRQOL than males, possibly because of a higher incidence of obesity. Uncontrolled diabetic patients had a lower HRQOL than controlled diabetics. Improving HRQOL in diabetic patients is important.
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Affiliation(s)
- Amer H Al-Shehri
- Ministry of Health, King Faisal University, Dammam, Saudi Arabia.
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