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Hong SH, Jee Y, Sung YA, Hong YS, Song DK, Jung H, Lee H. Impact of visit-to-visit glycated hemoglobin variability on diabetes distress and its subscales. J Diabetes Complications 2025; 39:108924. [PMID: 39631243 DOI: 10.1016/j.jdiacomp.2024.108924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 11/18/2024] [Accepted: 11/29/2024] [Indexed: 12/07/2024]
Abstract
AIMS This study aimed to investigate the correlations between glycated hemoglobin (HbA1C) variability and diabetes distress (DD) and its subscales in older patients with type 2 diabetes mellitus. METHODS The cross-sectional study analyzed 175 patients with type 2 diabetes mellitus, aged ≥60 years, and underwent HbA1C testing at least three times within a 2-year. HbA1C variability was assessed using the coefficient of variation (CV), standard deviation (SD), variability independent of the mean (VIM), and variability score. DD was assessed using a diabetes distress scale (DDS) questionnaire. We analyzed four DDS subscales, including emotional burden (EB), regimen distress (RD), interpersonal distress (ID), and physician distress (PD). Significant DD was defined as a total score ≥ 34. RESULTS All four indices of HbA1C variability were positively correlated with DDS (r = 0.19, P = 0.01 in CV; r = 0.19, P = 0.01 in SD; r = 0.19, P = 0.02 in VIM; and r = 0.18, P = 0.02 in variability score). For the DD subscales, only EB showed a significant correlation with HbA1C variability (β = 0.72, SE = 0.35 in CV; β = 0.70, SE = 0.35 in SD; β = 0.66, SE = 0.31 in VIM; and β = 0.77, SE = 0.35 in variability score). CONCLUSIONS HbA1C variability was independently linked to DD, particularly the EB subscale in older type 2 diabetes patients. This underscores the need for DD screening and intervention in patients with high HbA1C variability, irrespective of their HbA1C levels or depressive symptoms.
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Affiliation(s)
- So-Hyeon Hong
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, South Korea
| | - Yongho Jee
- Advanced Biomedical Research Institute, Ewha Womans University Seoul Hospital, Seoul, Republic of Korea
| | - Yeon-Ah Sung
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, South Korea
| | - Young Sun Hong
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, South Korea
| | - Do Kyeong Song
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, South Korea
| | - Hyein Jung
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, South Korea
| | - Hyejin Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Ewha Womans University College of Medicine, Seoul, South Korea.
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Roddy MK, Spieker AJ, Greevy RA, Nelson LA, Berg C, Mayberry LS. Diabetes-specific family functioning typology associated with intervention engagement and effects: secondary analyses from a randomized controlled trial. Ann Behav Med 2024:kaae070. [PMID: 39661957 DOI: 10.1093/abm/kaae070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2024] Open
Abstract
BACKGROUND Observationally, family and social support are important for optimal diabetes self-management; however, interventions targeting family/social support have not consistently been effective. A novel, diabetes-specific family functioning typology offers the opportunity to classify types of baseline family functioning to determine for whom family interventions may be effective. PURPOSE We examined the effects of an intervention by baseline type of family functioning post hoc, to inform differential benefit from interventions. METHODS Participants were randomized to enhanced treatment as usual or a 9-month, mobile phone-delivered, family-focused, self-care support intervention. Adults with type 2 diabetes (N = 318) who participated in the randomized clinical trial (RCT) and provided baseline data were included. We determined participants' diabetes-specific family functioning types at baseline using a validated, survey-administered, typology assessment tool. We investigated the associations between type and engagement (eg, attending coaching sessions and responding to text messages) and psychosocial (eg, well-being and diabetes distress) and glycemic outcomes at mid- and post-treatment. RESULTS Despite overall high engagement, there was variability across types in engagement and effects. Want More Involvement benefited the most; Satisfied with Low Involvement showed early improvements that waned; Collaborative & Helpful were highly engaged but derived minimal benefits from the intervention; and Critically Involved benefitted the least and may have experienced some harm. CONCLUSIONS We demonstrated the utility of a novel diabetes-specific family functioning typology to explain variability in response to a family-focused intervention. Findings from this work answer the calls for systems-level consideration in precision behavioral medicine and drive hypothesis generation for future, tailored interventions. REGISTRATION The larger RCT is registered with ClinicalTrials.gov (NCT04347291).
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Affiliation(s)
- McKenzie K Roddy
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, United States
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN 37203, United States
| | - Andrew J Spieker
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203, United States
| | - Robert A Greevy
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37203, United States
| | - Lyndsay A Nelson
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, United States
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN 37203, United States
| | - Cynthia Berg
- Department of Psychology, University of Utah, Salt Lake City, UT 84112, United States
| | - Lindsay S Mayberry
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, United States
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN 37203, United States
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN 37203, United States
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Ssemmondo E, Shah N, Newham M, Rigby A, Buckland R, Deshmukh H, Sathyapalan T. Effect of introduction of intermittently scanned continuous glucose monitoring on glycaemic control in individuals living with type 2 diabetes mellitus treated with non-insulin therapies-A randomised controlled trial. Diabetes Obes Metab 2024. [PMID: 39663609 DOI: 10.1111/dom.16116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Revised: 11/18/2024] [Accepted: 11/23/2024] [Indexed: 12/13/2024]
Abstract
AIMS This pilot randomised controlled trial aimed to evaluate the effect of introducing isCGM on glycaemic control and diabetes distress in individuals with T2DM receiving non-insulin therapies. MATERIALS AND METHODS Forty adults with T2DM were randomised to either receive FreeStyle Libre 2 (Libre 2), an isCGM system, or FreeStyle Libre Pro iQ (Libre Pro) also known as 'blinded' CGM. Participants were followed for 12 weeks. The primary outcome was a fall in haemoglobin A1c (HbA1c) of ≥5.5 mmol/mol. Diabetes distress was assessed using the two-item diabetes distress scale (DDS2). RESULTS The median age was 59.5 years; 57.5% were male. Of the Libre 2 users, 53% achieved a ≥5.5 mmol/mol reduction in HbA1c compared to 35% in the Libre pro group (p = 0.34). Compared to Libre Pro, the use of Libre 2 was associated with an improved time in range at 12 weeks of 18 percentage points (confidence interval 2-35, p = 0.028). Participants in the Libre 2 group exhibited a non-significant reduction in HbA1c levels of 8 mmol/mol compared to the Libre Pro group after 12 weeks. However, no significant differences were observed in other CGM metrics or diabetes distress between the study groups. CONCLUSIONS The use of isCGM in individuals living with T2DM on non-insulin therapy showed promise in improving glycaemic control, as evidenced by increased TIR, albeit without a significant reduction in HbA1c or impact on diabetes distress, suggesting this could be potentially beneficial in individuals with T2DM.
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Affiliation(s)
- Emmanuel Ssemmondo
- Allam Diabetes Centre, University of Hull, Kingston upon Hull, UK
- Hull University Teaching Hospitals NHS Trust, Kingston upon Hull, UK
| | - Najeeb Shah
- Hull University Teaching Hospitals NHS Trust, Kingston upon Hull, UK
| | - Milly Newham
- Hull University Teaching Hospitals NHS Trust, Kingston upon Hull, UK
| | - Alan Rigby
- Faculty of Health Sciences, University of Hull, Kingston upon Hull, UK
| | - Rachel Buckland
- Hull University Teaching Hospitals NHS Trust, Kingston upon Hull, UK
| | - Harshal Deshmukh
- Allam Diabetes Centre, University of Hull, Kingston upon Hull, UK
- Mackay Base Hospital Queensland, Mackay, Queensland, Australia
- College of Medicine and Dentistry, James Cook University Queensland, Townsville, Queensland, Australia
| | - Thozhukat Sathyapalan
- Allam Diabetes Centre, University of Hull, Kingston upon Hull, UK
- Hull University Teaching Hospitals NHS Trust, Kingston upon Hull, UK
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Rasmussen B, Mekonnen A, Geller G, Holton S, Orellana L, Nankervis A, Houlihan C, Hendrieckx C, Steele C, McNamara C, Read M, Wynter K. Psychosocial well-being and diabetes distress in the transition to motherhood among women with type 1 or type 2 diabetes. SEXUAL & REPRODUCTIVE HEALTHCARE 2024; 43:101048. [PMID: 39644589 DOI: 10.1016/j.srhc.2024.101048] [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: 07/28/2024] [Revised: 11/15/2024] [Accepted: 11/30/2024] [Indexed: 12/09/2024]
Abstract
OBJECTIVE To investigate the associations between psychological well-being, measured with the Postnatal Well-being in Transition (PostTrans) Questionnaire, and diabetes distress among mothers with type 1 or type 2 diabetes. METHOD Eighty-two postnatal women completed a cross-sectional survey. The survey included the Diabetes Distress Scale, and the PostTrans Questionnaire to assess the psychosocial well-being of women transitioning to motherhood. Linear and logistic regressions were used to assess associations. RESULTS Using the Diabetes Distress Scale (cut-off score ≥ 2), the overall prevalence of diabetes distress was 64 %. Psychosocial well-being was negatively associated with diabetes distress (B=─1.65; 95 % CI, ─2.02, ─1.29; P < 0.001), and more strongly with regimen-related distress (B= ─1.90; 95 % CI, ─2.44, ─1.35; P < 0.001). Four sub-scales of the PostTrans Questionnaire (coping with diabetes and managing an infant, anxiety and guilt about diabetes, sensitivity to opinions, healthcare professional support and information) were negatively associated with diabetes distress score (B between ─0.42 and ─0.68), while receiving family support and prioritising self-care did not show a statistically significant association with diabetes distress. CONCLUSION Psychological factors unique to postnatal women and a lack of healthcare professional support are significantly associated with diabetes distress. However, it is unclear whether lack of family support and self-care behaviours could contribute to increased diabetes distress. Interventions that target psychological factors and that involve healthcare professionals, may optimise diabetes self-management and infant care.
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Affiliation(s)
- Bodil Rasmussen
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Institute for Health Transformation, Deakin University, Australia; Western Health, St Albans, Australia; Faculty of Health and Medical Sciences, Department of Public Health, University of Copenhagen, Denmark; Faculty of Health Sciences, Steno Diabetes Odense, University of Southern of Denmark, Denmark.
| | - Alemayehu Mekonnen
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Institute for Health Transformation, Deakin University, Australia
| | - Georgia Geller
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Institute for Health Transformation, Deakin University, Australia
| | - Sara Holton
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Institute for Health Transformation, Deakin University, Australia; Western Health, St Albans, Australia
| | - Liliana Orellana
- Biostatistics Unit, Faculty of Health, Deakin University, Australia
| | - Alison Nankervis
- Royal Women's Hospital, Australia; Royal Melbourne Hospital, Australia
| | | | - Christel Hendrieckx
- Australian Centre for Behavioural Research in Diabetes and School of Psychology, Deakin University, Australia
| | | | | | | | - Karen Wynter
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Institute for Health Transformation, Deakin University, Australia; Department of Psychiatry, School of Clinical Sciences, Monash University, Australia
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Lewinski AA, Shapiro A, Crowley MJ, Whitfield C, Jones JR, Jeffreys AS, Coffman CJ, Howard T, McConnell E, Tanabe P, Barcinas S, Bosworth HB. Diabetes distress in Veterans with type 2 diabetes mellitus: Qualitative descriptive study. J Health Psychol 2024; 29:1593-1607. [PMID: 38384142 PMCID: PMC11491149 DOI: 10.1177/13591053241233387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024] Open
Abstract
Diabetes distress (DD) is a negative psychosocial response to living with type 2 diabetes mellitus (T2DM). We sought insight into Veterans' experiences with DD in the context of T2DM self-management. The four domains in the Diabetes Distress Scale (i.e. regimen, emotional, interpersonal, healthcare provider) informed the interview guide and analysis (structural coding using thematic analysis). The mean age of the cohort (n = 36) was 59.1 years (SD 10.4); 8.3% of patients were female and 63.9% were Black or Mixed Race; mean A1C was 8.8% (SD 2.0); and mean DDS score was 2.4 (SD 1.1), indicating moderate distress. Veterans described DD and challenges to T2DM self-management across the four domains in the Diabetes Distress Scale. We found that (1) Veterans' challenges with their T2DM self-management routines influenced DD and (2) Veterans experienced DD across a wide range of domains, indicating that clinical interventions should take a "whole-person" approach.Trial Registration: NCT04587336.
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Affiliation(s)
- Allison A Lewinski
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation Durham Veterans Health Care System, Durham, NC, USA
- Duke University School of Nursing, Durham, NC, USA
| | - Abigail Shapiro
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation Durham Veterans Health Care System, Durham, NC, USA
| | - Matthew J Crowley
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation Durham Veterans Health Care System, Durham, NC, USA
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Chelsea Whitfield
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation Durham Veterans Health Care System, Durham, NC, USA
| | - Joanne Roman Jones
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation Durham Veterans Health Care System, Durham, NC, USA
- Department of Nursing, Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA, USA
| | - Amy S Jeffreys
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation Durham Veterans Health Care System, Durham, NC, USA
| | - Cynthia J Coffman
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation Durham Veterans Health Care System, Durham, NC, USA
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA
| | - Teresa Howard
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation Durham Veterans Health Care System, Durham, NC, USA
| | - Eleanor McConnell
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation Durham Veterans Health Care System, Durham, NC, USA
- Geriatric Research, Education and Clinical Center (GRECC), Durham Veterans Affairs Health Care System, Durham, NC, USA
| | - Paula Tanabe
- Duke University School of Nursing, Durham, NC, USA
- Division of Hematology, Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Susan Barcinas
- College of Education, North Carolina State University, Raleigh, NC, USA
| | - Hayden B Bosworth
- Durham Center of Innovation to Accelerate Discovery and Practice Transformation Durham Veterans Health Care System, Durham, NC, USA
- Duke University School of Nursing, Durham, NC, USA
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC USA
- Division of General Internal Medicine, Department of Medicine, Duke University School of Medicine, Durham, NC, USA
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
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Ghosal S, Stanmore E, Sturt J, Bogosian A, Woodcock D, Zhang M, Milne N, Mubita W, Robert G, O'Connor S. Using Artificial Intelligence-informed Experience-Based Co-Design (AI-EBCD) to create a virtual reality-based mindfulness application to reduce diabetes distress: protocol for a mixed-methods feasibility study. BMJ Open 2024; 14:e088576. [PMID: 39613448 DOI: 10.1136/bmjopen-2024-088576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2024] Open
Abstract
INTRODUCTION People with type 2 diabetes can experience diabetes distress which can negatively affect health outcomes. Non-pharmacological interventions such as mindfulness can help address diabetes distress. However, face-to-face programmes can be constrained by cost, poor accessibility and lack of availability. Mobile apps for mindfulness may overcome these issues but evidence of their effectiveness is limited, and some have poor interface design with basic visualisations and feedback. METHODS AND ANALYSIS Our study will explore using virtual reality (VR) as an immersive and interactive technology that could support mindfulness practice to help reduce diabetes distress. We will use a mixed-methods design to pilot a new co-design process called Artificial Intelligence-informed Experience-Based Co-Design. Phase 1 will identify and evaluate existing VR mindfulness apps, followed by interviews with mindfulness experts to gain their perspectives on practising mindfulness in virtual settings. This will be followed by a participatory design phase with a series of five co-design workshops where adults with type 2 diabetes will (1) discuss diabetes distress and learn about mindfulness, (2) evaluate commercially available VR mindfulness apps, (3) employ artistic methods to produce a personalised mindfulness experience, (4) create digital content for a virtual mindfulness experience via generative artificial intelligence tools and (5) prioritise key design features, functionality and content for a tailored VR mindfulness app. The final phase will focus on developing a bespoke VR mindfulness app and evaluating it with adults with type 2 diabetes using interviews, questionnaires and VR app analytics to determine if the new digital mental health intervention can help reduce diabetes distress and improve quality of life. ETHICS AND DISSEMINATION We received ethical approval from The University of Manchester (2024-18262-32710 and 2024-21170-37093). Written informed consent will be obtained from all participants. Dissemination will include scientific publications and presentations, social media, knowledge translation events and educational resources for teaching students.
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Affiliation(s)
- Shraboni Ghosal
- School of Health Sciences, The University of Manchester, Manchester, UK
| | - Emma Stanmore
- School of Health Sciences, The University of Manchester, Manchester, UK
| | - Jackie Sturt
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK
| | | | - David Woodcock
- Patient and Public Involvement Representative, King's College London, London, UK
| | - Mengying Zhang
- School of Health Sciences, The University of Manchester, Manchester, UK
| | - Nicola Milne
- Brooklands and Northenden (Wythenshawe) Primary Care Network, Manchester, UK
| | - Womba Mubita
- The Christie NHS Foundation Trust, Manchester, UK
| | - Glenn Robert
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK
| | - Siobhan O'Connor
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK
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Komura Y, Inoue K, Ishimura N, Taura D, Harada N, Inagaki N, Kondo N. Diabetes and suicide: a nationwide longitudinal cohort study among the Japanese working-age population. J Epidemiol Community Health 2024:jech-2024-222701. [PMID: 39603686 DOI: 10.1136/jech-2024-222701] [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] [Accepted: 11/12/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND Although the mental health burden of diabetes has received substantial attention, there is limited evidence on whether the risk of suicide-a severe consequence of mental health problems-increases among individuals with diabetes. Therefore, this study investigated the association between diabetes and suicide in Japan. METHODS This nationwide longitudinal cohort study included adults aged 18-74 years, who were enrolled in the Japan Health Insurance Association's health insurance programme between 2015 and 2022. Individuals newly diagnosed with diabetes were matched in a 1:1 ratio with those without diabetes, based on age and sex. We employed multivariable Cox proportional hazard models to estimate the hazard ratios for suicide in relation to the diagnosis of diabetes, adjusting for potential confounders, such as sociodemographic characteristics, history of psychiatric disorders, physical measurements, health behaviours and laboratory data. RESULTS Among 4 210 272 individuals in the matched-pair cohort, we observed 337 deaths by suicide among those with diabetes and 250 deaths by suicide among those without diabetes. After conditioning on potential confounders, diabetes diagnosis was linked to an increased risk of suicide (HR (95% CI) = 1.25 (1.06 to 1.47)). The association tended to be larger among those aged younger than 40 years and among women (among those aged 18-39 years, HR=1.69 (95% CI 1.05 to 2.73); among women, HR=1.56 (95% CI 0.92 to 2.64)). CONCLUSION Diabetes diagnosis may increase suicide risk among the working-age population, even after conditioning on potential confounders. Our findings underscore the importance of psychosocial support following a diagnosis.
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Affiliation(s)
- Yoshikazu Komura
- Department of Social Epidemiology, Kyoto University Graduate School of Medicine, Kyoto, Kyoto, Japan
| | - Kosuke Inoue
- Department of Social Epidemiology, Kyoto University Graduate School of Medicine, Kyoto, Kyoto, Japan
- The Hakubi Project, Kyoto University, Kyoto, Kyoto, Japan
| | - Nana Ishimura
- Department of Social Epidemiology, Kyoto University Graduate School of Medicine, Kyoto, Kyoto, Japan
| | - Daisuke Taura
- Faculty of Medicine, Department of Diabetes, Endocrinology and Nutrition, Kyoto University Graduate School of Medicine, Kyoto, Kyoto, Japan
| | - Norio Harada
- Department of Endocrinology and Metabolism, University of Fukui School of Medical Sciences, Yoshida-gun, Fukui, Japan
| | - Nobuya Inagaki
- Faculty of Medicine, Department of Diabetes, Endocrinology and Nutrition, Kyoto University Graduate School of Medicine, Kyoto, Kyoto, Japan
- Kitano Hospital Medical Research Institute, Osaka, Osaka, Japan
| | - Naoki Kondo
- Department of Social Epidemiology, Kyoto University Graduate School of Medicine, Kyoto, Kyoto, Japan
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Dalsgaard EM, Graversen SB, Bjerg L, Sandbaek A, Laurberg T. Diabetes distress and depression in type 2 diabetes. A cross-sectional study in 18,000 individuals in the Central Denmark region. Diabet Med 2024:e15463. [PMID: 39533536 DOI: 10.1111/dme.15463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 10/11/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024]
Abstract
AIMS Type 2 diabetes is linked to psychological distress and a doubled risk of depression. This study aims to characterize individuals with type 2 diabetes experiencing diabetes distress and/or depression in relation to lifestyle and metabolic outcomes. METHODS A population-based survey in 2020 targeted individuals with type 2 diabetes (aged 18-75 years) in the Central Denmark Region. This cross-sectional study assessed diabetes distress (using Problem-Area-in-Diabetes-scale) and depression (via hospital diagnosis and prescribed medication) as exposures. Logistic regression, adjusting for potential confounders, compared exposed and non-exposed groups on lifestyle habits, metabolic factors and medication usage related to cardio-metabolic risks. RESULTS Of 18,222 respondents with type 2 diabetes (46% response rate), 11% had depression, 14% had diabetes distress and 4% had both. Compared to those with neither condition, those with depression were more often smokers (OR: 2.0, 95% CI: 1.8; 2.3) and sedentary in leisure time (OR: 2.0, 95% CI: 1.8; 2.2). Diabetes distress was associated with elevated HbA1c (OR: 1.8, 95% CI: 1.5; 2.0) and treatment with insulin (OR: 1.8, 95% CI: 1.6; 2.0). Half with diabetes distress displayed stable blood glucose levels. Those with both conditions had a higher risk of sedentary behaviour (OR: 2.7, 95% CI: 2.3; 3.2), clinical insomnia (OR: 6.5, 95% CI: 5.5; 7.7) and low self-rated health (OR: 7.5, 95% CI: 6.3; 9.0) than those with either psychological condition in isolation. CONCLUSIONS This study emphasizes the importance of recognizing distinct features and risk factors associated with diabetes distress and depression in individuals with type 2 diabetes. Tailored care strategies for comorbid mental health issues are crucial for comprehensive management.
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Affiliation(s)
| | | | - Lasse Bjerg
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark
| | - Annelli Sandbaek
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark
- Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Tinne Laurberg
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Aarhus, Denmark
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Hu H, Kuang L, Dai H, Sheng Y. Effectiveness of Nurse-Led Psychological Interventions on Diabetes Distress, Depression, and Glycemic Control in Individuals With Type 2 Diabetes Mellitus: A Systematic Review and Meta-Analysis. J Psychosoc Nurs Ment Health Serv 2024:1-8. [PMID: 39508628 DOI: 10.3928/02793695-20241029-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2024]
Abstract
PURPOSE To explore the effect of nurse-led psychological interventions on diabetes distress, depression, and glycemic control in individuals with type 2 diabetes mellitus (T2DM). METHOD Seven databases were systematically searched. Outcome measures were diabetes distress, depression, and hemoglobin A1c (HbA1c) level. RoB 2.0 was used for risk of bias assessment. Data were synthesized using Review Manager 5.4 software. RESULTS Fourteen studies were included from 2,837 articles. Five studies pooled in the meta-analysis demonstrated reduction in diabetes distress (standard mean difference = -0.36, 95% confidence interval [-0.49, -0.24], p < 0.001), favoring nurse-led psychological interventions over controls. Effects of the interventions on depression and HbA1c level were inconsistent across studies. CONCLUSION Nurse-led psychological interventions demonstrated the effect of reducing diabetes distress and some promising benefits for depression and glycemic control. Integrating nurse-led psychological interventions into usual care will be beneficial for individuals with T2DM in the future. [Journal of Psychosocial Nursing and Mental Health Services, xx(x), xx-xx.].
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Ehrmann D, Hermanns N, Schmitt A, Klinker L, Haak T, Kulzer B. Perceived glucose levels matter more than CGM-based data in predicting diabetes distress in type 1 or type 2 diabetes: a precision mental health approach using n-of-1 analyses. Diabetologia 2024; 67:2433-2445. [PMID: 39078490 PMCID: PMC11519212 DOI: 10.1007/s00125-024-06239-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 06/13/2024] [Indexed: 07/31/2024]
Abstract
AIMS/HYPOTHESIS Diabetes distress is one of the most frequent mental health issues identified in people with type 1 and type 2 diabetes. Little is known about the role of glucose control as a potential contributor to diabetes distress and whether the subjective perception of glucose control or the objective glycaemic parameters are more important for the experience. With the emergence of continuous glucose monitoring (CGM), this is a relevant question as glucose values are now visible in real-time. We employed a precision monitoring approach to analyse the independent associations of perceived and measured glucose control with diabetes distress on a daily basis. By using n-of-1 analyses, we aimed to identify individual contributors to diabetes distress per person and analyse the associations of these individual contributors with mental health at a 3 month follow-up. METHODS In this prospective, observational study, perceived (hypoglycaemia/hyperglycaemia/glucose variability burden) and measured glucose control (time in hypoglycaemia and hyperglycaemia, CV) were assessed daily for 17 days using an ecological momentary assessment (EMA) approach with a special EMA app and CGM, respectively. Mixed-effect regression analysis was performed, with daily diabetes distress as the dependent variable and daily perceived and CGM-measured metrics of glucose control as random factors. Individual regression coefficients of daily distress with perceived and CGM-measured metrics were correlated with levels of psychosocial well-being at a 3 month follow-up. RESULTS Data from 379 participants were analysed (50.9% type 1 diabetes; 49.6% female). Perceived glucose variability (t=14.360; p<0.0001) and perceived hyperglycaemia (t=13.637; p<0.0001) were the strongest predictors of daily diabetes distress, while CGM-based glucose variability was not significantly associated (t=1.070; p=0.285). There was great heterogeneity between individuals in the associations of perceived and measured glucose parameters with diabetes distress. Individuals with a stronger association between perceived glucose control and daily distress had more depressive symptoms (β=0.32), diabetes distress (β=0.39) and hypoglycaemia fear (β=0.34) at follow-up (all p<0.001). Individuals with a stronger association between CGM-measured glucose control and daily distress had higher levels of psychosocial well-being at follow-up (depressive symptoms: β=-0.31; diabetes distress: β=-0.33; hypoglycaemia fear: β=-0.27; all p<0.001) but also higher HbA1c (β=0.12; p<0.05). CONCLUSIONS/INTERPRETATION Overall, subjective perceptions of glucose seem to be more influential on diabetes distress than objective CGM parameters of glycaemic control. N-of-1 analyses showed that CGM-measured and perceived glucose control had differential associations with diabetes distress and psychosocial well-being 3 months later. The results highlight the need to understand the individual drivers of diabetes distress to develop personalised interventions within a precision mental health approach.
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Affiliation(s)
- Dominic Ehrmann
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany.
- Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany.
- German Centre for Diabetes Research (DZD), München-Neuherberg, Germany.
| | - Norbert Hermanns
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany.
- Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany.
- German Centre for Diabetes Research (DZD), München-Neuherberg, Germany.
- Diabetes Clinic, Diabetes Centre Mergentheim (DZM), Bad Mergentheim, Germany.
| | - Andreas Schmitt
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- German Centre for Diabetes Research (DZD), München-Neuherberg, Germany
- Diabetes Clinic, Diabetes Centre Mergentheim (DZM), Bad Mergentheim, Germany
| | - Laura Klinker
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- German Centre for Diabetes Research (DZD), München-Neuherberg, Germany
- Diabetes Clinic, Diabetes Centre Mergentheim (DZM), Bad Mergentheim, Germany
| | - Thomas Haak
- Diabetes Clinic, Diabetes Centre Mergentheim (DZM), Bad Mergentheim, Germany
| | - Bernhard Kulzer
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany
- German Centre for Diabetes Research (DZD), München-Neuherberg, Germany
- Diabetes Clinic, Diabetes Centre Mergentheim (DZM), Bad Mergentheim, Germany
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11
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Zhang Y, Zhang D, Long T, Wu Y, Huang J, Zhang Y, Li M. Diabetes distress profiles and health outcomes of individuals with type 2 diabetes and overweight/obesity: A cluster analysis. Diabetes Res Clin Pract 2024; 217:111863. [PMID: 39304135 DOI: 10.1016/j.diabres.2024.111863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 08/14/2024] [Accepted: 09/16/2024] [Indexed: 09/22/2024]
Abstract
AIMS To determine the prevalence and patterns of diabetes distress, and evaluate the differences in health outcomes between profiles. METHODS This cross-sectional study included 330 adults with T2DM and overweight/obesity. The participants completed questionnaires on diabetes distress, sleep quality, self-efficacy, depression, anxiety and positive and negative affect. A cluster analysis was performed to identify different patterns of diabetes distress and one-way ANOVA was used to investigate the differences in physical and psychological outcomes between profiles. RESULTS 30.6% of patients were identified as moderately to highly distressed, with the regimen-related distress found to be the most prominent. The Cluster analysis revealed four distinct clusters: (1) "comprehensively exhausted profile"; (2) "strained profile"; (3) "high internal anguish profile"; (4) "unperturbed profile". The measures of fasting blood glucose (FBG), glycated hemoglobin (HbA1c), low-density lipoprotein (LDL) cholesterol, high-density lipoprotein (HDL) cholesterol, sleep quality, depression, anxiety, positive and negative affect and self-efficacy differ between clusters. CONCLUSIONS This study identified important differences that existed in patterns of diabetes distress among people with T2DM and overweight/obesity, and this variation can be utilized to tailor intervention strategies to the particular needs of different subgroups within individuals with T2DM.
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Affiliation(s)
- Yiyun Zhang
- Peking University Health Science Center, 38 Huayuan Road, Haidian District, Beijing 100191, China; School of Nursing, Peking University, Beijing, China
| | - Dan Zhang
- Peking University Health Science Center, 38 Huayuan Road, Haidian District, Beijing 100191, China; School of Nursing, Peking University, Beijing, China
| | - Tianxue Long
- Peking University Health Science Center, 38 Huayuan Road, Haidian District, Beijing 100191, China; School of Nursing, Peking University, Beijing, China
| | - Yi Wu
- Peking University Health Science Center, 38 Huayuan Road, Haidian District, Beijing 100191, China; School of Nursing, Peking University, Beijing, China
| | - Jing Huang
- Peking University Health Science Center, 38 Huayuan Road, Haidian District, Beijing 100191, China; School of Nursing, Peking University, Beijing, China
| | - Yating Zhang
- Peking University Health Science Center, 38 Huayuan Road, Haidian District, Beijing 100191, China; School of Nursing, Peking University, Beijing, China
| | - Mingzi Li
- Peking University Health Science Center, 38 Huayuan Road, Haidian District, Beijing 100191, China; School of Nursing, Peking University, Beijing, China.
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12
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Kamruzzaman M, Horowitz M, Polonsky WH, Talley NJ, Borg MA, Rayner CK, Jones KL, Marathe CS. Diabetes distress and depression are independently associated with gastrointestinal symptoms in type 2 diabetes in Bangladesh. Diabet Med 2024; 41:e15379. [PMID: 38881382 DOI: 10.1111/dme.15379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Revised: 05/15/2024] [Accepted: 05/27/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND AND AIMS Gastrointestinal (GI) symptoms, common in type 2 diabetes (T2D), are typically bothersome, socially embarrassing, and impact negatively on quality of life. They may also contribute to diabetes distress (DD), but this has never been formally evaluated. We aimed to investigate the relationships between GI symptoms, DD and depressive symptoms in a large cohort of individuals with T2D in Bangladesh. MATERIALS AND METHODS 1406 unselected T2D individuals (female 58.8%; mean age 51.0 ± 12.5 years) from four diabetes clinics in Bangladesh completed validated questionnaires evaluating GI symptoms (PAGI-SYM), DD (DDS-17) and depressive symptoms (PHQ-9). RESULTS 31.1% of participants reported GI symptoms (36.2% females, 23.7% males), while 51.1% had elevated DD and 37.8% depressive symptoms. GI symptoms exhibited independent relationships with both DD and depressive symptoms, and their likelihood was higher among those with DD (OR: 3.6 [2.2-5.6] and with depressive symptoms (OR: 5.9 [3.5-9.9]). CONCLUSIONS GI symptoms are independently associated with both DD and depressive symptoms in people with T2D in Bangladesh.
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Affiliation(s)
- M Kamruzzaman
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia, Australia
- Centre of Research Excellence in Translating Nutritional Science to Good Health, The University of Adelaide, Adelaide, South Australia, Australia
- Department of Applied Nutrition and Food Technology, Islamic University, Kushtia, Bangladesh
| | - M Horowitz
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia, Australia
- Centre of Research Excellence in Translating Nutritional Science to Good Health, The University of Adelaide, Adelaide, South Australia, Australia
- Endocrine and Metabolic Unit, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - W H Polonsky
- Behavioral Diabetes Institute, San Diego, California, USA
- University of California, San Diego, California, USA
| | - N J Talley
- NHMRC Centre of Research Excellence of Digestive Health, University of Newcastle, Newcastle, New South Wales, Australia
- Mayo Clinic, Rochester, Minnesota, USA
| | - M A Borg
- School of Public Health, The University of Adelaide, Adelaide, South Australia, Australia
| | - C K Rayner
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia, Australia
- Centre of Research Excellence in Translating Nutritional Science to Good Health, The University of Adelaide, Adelaide, South Australia, Australia
- Department of Gastroenterology and Hepatology, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - K L Jones
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia, Australia
- Centre of Research Excellence in Translating Nutritional Science to Good Health, The University of Adelaide, Adelaide, South Australia, Australia
- Endocrine and Metabolic Unit, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - C S Marathe
- Adelaide Medical School, The University of Adelaide, Adelaide, South Australia, Australia
- Centre of Research Excellence in Translating Nutritional Science to Good Health, The University of Adelaide, Adelaide, South Australia, Australia
- Endocrine and Metabolic Unit, Royal Adelaide Hospital, Adelaide, South Australia, Australia
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13
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Zu W, Zhang S, Du L, Huang X, Nie W, Wang L. The effectiveness of psychological interventions on diabetes distress and glycemic level in adults with type 2 diabetes: a systematic review and meta-analysis. BMC Psychiatry 2024; 24:660. [PMID: 39379853 PMCID: PMC11462667 DOI: 10.1186/s12888-024-06125-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 09/30/2024] [Indexed: 10/10/2024] Open
Abstract
AIMS The treatment of diabetes distress plays an important role in diabetes care; however, no meta-analysis has been performed to synthesize the short- and long-term effects of psychological interventions tailored for diabetes distress in people with type 2 diabetes. We aim to evaluate the evidence on tailored psychological interventions for diabetes distress as the primary outcome, focusing on individuals with type 2 diabetes. METHODS Two reviewers independently searched eight databases from their inception to September 2024. EndNote X9 was used to screen records. The Revised Cochrane risk-of-bias tool for randomized trials was used to assess the risk of bias. The GRADE system was used to assess the overall certainty of the evidence. A random effect model was used to determine the mean difference or standardized mean difference with 95% CIs. Subgroup analyses based on several intervention characteristics and sensitivity analyses were also conducted. RESULTS Totally, 22,279 records were yielded, and we finally included 18 studies in our systematic review. The meta-analysis included data from 16 studies representing 1639 participants. Interventions types included mindfulness-based and cognitive behavioral therapy, among others. Duration of interventions ranged from 4 weeks to 6 months. We found that psychological interventions that measured diabetes distress significantly reduced diabetes distress in the short-term in people with type 2 diabetes (SMD= -0.56; 95% CI= -0.90, -0.22; p = 0.001). Subgroup analysis indicated that this effect could be enhanced when delivered in a group format, by psychologist, using a technology component, or including participants having elevated baseline diabetes distress. However, the short- and long-term effects on HbA1c were non-significant, with results showing (MD = 0.02; 95% CI = -0.23 to 0.26; p = 0.89) and (MD = -0.27; 95% CI = -0.64 to 0.10; p = 0.15), respectively. The long-term effect on diabetes distress was also non-significant (SMD = -0.45; 95% CI = -0.93 to 0.03; p = 0.07). CONCLUSIONS Psychological interventions tailored for diabetes distress in people with type 2 diabetes are effective in reducing the level of diabetes distress immediately after the intervention. More trials are still needed to further enrich the evidence in this area.
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Affiliation(s)
- Wanting Zu
- School of Nursing, Jilin University, No.965 Xinjiang Street, Changchun, Jilin, 130021, China
| | - Shiyun Zhang
- School of Nursing, Jilin University, No.965 Xinjiang Street, Changchun, Jilin, 130021, China
| | - Lin Du
- School of Nursing, Jilin University, No.965 Xinjiang Street, Changchun, Jilin, 130021, China
| | - Xuemiao Huang
- School of Nursing, Jilin University, No.965 Xinjiang Street, Changchun, Jilin, 130021, China
| | - Wenbo Nie
- School of Nursing, Jilin University, No.965 Xinjiang Street, Changchun, Jilin, 130021, China.
| | - Lisheng Wang
- School of Nursing, Jilin University, No.965 Xinjiang Street, Changchun, Jilin, 130021, China.
- Yanda Medical Research Institute, Hebei Yanda Hospital, Langfang, 065201, China.
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14
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Druart MC, Villemont P. [The lived experience of illness: key concepts in diabetes]. SOINS; LA REVUE DE REFERENCE INFIRMIERE 2024; 69:18-21. [PMID: 39368814 DOI: 10.1016/j.soin.2024.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/07/2024]
Abstract
Understanding the lived experience of the disease enables caregivers to offer people living with diabetes personalized support tailored to their needs. The discipline of nursing also enables them to draw on reference authors to guide their thinking and professional practice. Through the concepts of transition, integration of self-care, diabetes distress and empowerment, we explore certain aspects of living with diabetes.
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Affiliation(s)
- Marie-Charlotte Druart
- Service de médecine interne, unité de diabétologie, hôpital Henri-Mondor, AP-HP, 1 rue Gustave-Eiffel, 94000 Créteil, France.
| | - Pauline Villemont
- Pôle enfant, centre hospitalier de Versailles, 177 rue de Versailles, 78150 Le Chesnay Rocquencourt, France
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15
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McInerney AM, Schmitz N, Matthews M, Deschênes SS. "Anything that would help is a positive development": feasibility, tolerability, and user experience of smartphone-based digital phenotyping for people with and without type 2 diabetes. BMC DIGITAL HEALTH 2024; 2:55. [PMID: 39282098 PMCID: PMC11390910 DOI: 10.1186/s44247-024-00116-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 06/14/2024] [Indexed: 09/18/2024]
Abstract
Background Digital phenotyping, the in-situ collection of passive (phone sensor) and active (daily surveys) data using a digital device, may provide new insights into the complex relationship between daily behaviour and mood for people with type 2 diabetes. However, there are critical knowledge gaps regarding its use in people with type 2 diabetes. This study assessed feasibility, tolerability, and user experience of digital phenotyping in people with and without type 2 diabetes after participation in a 2-month digital phenotyping study in Ireland. At study completion, participants rated methodology elements from "not a problem" to a "serious problem" on a 5-point scale and reported their comfort with the potential future use of digital phenotyping in healthcare, with space for qualitative expansion. Results Eighty-two participants completed baseline. Attrition was 18.8%. Missing data ranged from 9-44% depending on data stream. Sixty-eight participants (82.9%) completed the user experience questionnaire (51.5% with type 2 diabetes; 61.8% female; median age-group 50-59). Tolerability of digital phenotyping was high, with "not a problem" being selected 76.5%-89.7% of the time across questions. People with type 2 diabetes (93.9%) were significantly more likely to be comfortable with their future healthcare provider having access to their digital phenotyping data than those without (53.1%), χ2 (1) = 14.01, p = < .001. Free text responses reflected a range of positive and negative experiences with the study methodology. Conclusions An uncompensated, 2-month digital phenotyping study was feasible among people with and without diabetes, with low attrition and reasonable missing data rates. Participants found digital phenotyping to be acceptable, and even enjoyable. The potential benefits of digital phenotyping for healthcare may be more apparent to people with type 2 diabetes than the general population. Supplementary Information The online version contains supplementary material available at 10.1186/s44247-024-00116-6.
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Affiliation(s)
- A M McInerney
- School of Psychology, University College Dublin, Belfield, Dublin 4, Ireland
| | - N Schmitz
- Department of Population-Based Medicine, University of Tübingen, Tübingen, Germany
| | - M Matthews
- School of Computer Science, University College Dublin, Dublin, Ireland
| | - S S Deschênes
- School of Psychology, University College Dublin, Belfield, Dublin 4, Ireland
- School of Psychology, University College Dublin, Dublin, Ireland
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16
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Ismail K, Stadler M, Holloway M, Valabhji J. A roadmap for integrating mental health and diabetes services. Lancet Diabetes Endocrinol 2024; 12:608-610. [PMID: 39174154 DOI: 10.1016/s2213-8587(24)00184-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 06/19/2024] [Indexed: 08/24/2024]
Affiliation(s)
- Khalida Ismail
- Department of Psychological Medicine, Weston Education Centre, King's College London, London SE5 9RJ, UK; King's Diabetes Centre, King's College Hospital NHS Foundation Trust, London, UK; Diabetes, Endocrinology and Obesity Institute, King's Health Partners, Guy's Hospital London, London, UK.
| | - Marietta Stadler
- King's Diabetes Centre, King's College Hospital NHS Foundation Trust, London, UK; Diabetes, Endocrinology and Obesity Institute, King's Health Partners, Guy's Hospital London, London, UK
| | - Melissa Holloway
- Diabetes Research Group, Weston Education Centre, King's College London, London SE5 9RJ, UK
| | - Jonathan Valabhji
- Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Chelsea and Westminster Hospital Campus, Imperial College London, London, UK
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17
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Barnard-Kelly K, Marrero D, de Wit M, Pouwer F, Khunti K, Hermans N, Pierce JS, Laffel L, Holt RIG, Battelino T, Naranjo D, Fosbury J, Fisher L, Polonsky W, Weissberg-Benchell J, Hood KK, Schnell O, Messer LH, Danne T, Nimri R, Skovlund SE, Mader JK, Sherr JL, Schatz D, O'Neill S, Doble E, Town M, Lange K, de Beaufort C, Gonder-Frederick L, Jaser SS, Liberman A, Klonoff D, ElSayed NA, Bannuru RR, Parkin CG, Snoek F. Towards the standardisation of adult person-reported outcome domains in diabetes research: A Consensus Statement development panel. Diabet Med 2024; 41:e15332. [PMID: 38751219 DOI: 10.1111/dme.15332] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 03/26/2024] [Accepted: 04/08/2024] [Indexed: 07/23/2024]
Abstract
Diabetes is unique among chronic diseases because clinical outcomes are intimately tied to how the person living with diabetes reacts to and implements treatment recommendations. It is further characterised by widespread social stigma, judgement and paternalism. This physical, social and psychological burden collectively influences self-management behaviours. It is widely recognised that the individual's perspective about the impact of trying to manage the disease and the burden that self-management confers must be addressed to achieve optimal health outcomes. Standardised, rigorous assessment of mental and behavioural health status, in interaction with physical health outcomes is crucial to aid understanding of person-reported outcomes (PROs). Whilst tempting to conceptualise PROs as an issue of perceived quality of life (QoL), in fact health-related QoL is multi-dimensional and covers indicators of physical or functional health status, psychological and social well-being. This complexity is illuminated by the large number of person reported outcome measures (PROMs) that have been developed across multiple psychosocial domains. Often measures are used inappropriately or because they have been used in the scientific literature rather than based on methodological or outcome assessment rigour. Given the broad nature of psychosocial functioning/mental health, it is important to broadly define PROs that are evaluated in the context of therapeutic interventions, real-life and observational studies. This report summarises the central themes and lessons derived in the assessment and use of PROMs amongst adults with diabetes. Effective assessment of PROMs routinely in clinical research is crucial to understanding the true impact of any intervention. Selecting appropriate measures, relevant to the specific factors of PROs important in the research study will provide valuable data alongside physical health data.
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Affiliation(s)
| | | | | | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
- Department of Medical Psychology, Amsterdam UMC, Amsterdam, The Netherlands
| | | | - Norbert Hermans
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Mergentheim, Germany
| | - Jessica S Pierce
- Center for Healthcare Delivery Science, Nemours Children's Hospital, Orlando, Florida, USA
| | - Lori Laffel
- Joslin Diabetes Center, Boston, Massachusetts, USA
| | | | - Tadej Battelino
- Faculty of Medicine, University Medical Center Ljubljana, University of Ljubljana, Ljubljana, Slovenia
| | - Diana Naranjo
- Stanford University School of Medicine, San Francisco, California, USA
| | | | - Lawrence Fisher
- University of California San Francisco, San Francisco, California, USA
| | | | - Jill Weissberg-Benchell
- Pritzker Department of Psychiatry and Behavioral Health, Northwestern University Feinberg School of Medicine, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Korey K Hood
- Department of Pediatrics, Division of Endocrinology and Diabetes, Stanford University School of Medicine, Palo Alto, California, USA
| | | | - Laurel H Messer
- Barbara Davis Center, University of Colorado, Boulder, Colorado, USA
- Tandem Diabetes Care, San Diego, California, USA
| | - Thomas Danne
- Diabetes-Center for Children and Adolescents, Hannover, Germany
| | - Revital Nimri
- The Jesse Z and Sara Lea Shafer Institute for Endocrinology and Diabetes, National Center for Childhood Diabetes, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- Israel and Sacker Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | | | - Julia K Mader
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Jennifer L Sherr
- Department of Pediatrics, Yale School of Medicine, Yale University, New Haven, Connecticut, USA
| | - Desmond Schatz
- Diabetes Institute, University of Florida College of Medicine, Gainesville, Florida, USA
- American Diabetes Association, Gainesville, Florida, USA
| | | | | | - Marissa Town
- Children with Diabetes, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
| | - Karin Lange
- Hannover Medical School, Department Medical Psychology, Hannover, Germany
| | - Carine de Beaufort
- Centre Hospitalier de Luxembourg, GD de Luxembourg, Technology and Medicine, University of Luxembourg, Luxembourg, Belgium
| | - Linda Gonder-Frederick
- Center for Diabetes Technology, Center for Behavioral Health and Technology, Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Sarah S Jaser
- Vanderbilt University Medical Center, Department of Pediatrics, Nashville, Tennessee, USA
| | - Alon Liberman
- Jesse Z. and Sara Lea Shafer Institute of Endocrinology and Diabetes, National Center for Childhood Diabetes, Schneider Children's Medical Center of Israel, Petah Tikvah, Israel
| | - David Klonoff
- Mills-Peninsula Medical Center, San Mateo, California, USA
| | - Nuha A ElSayed
- Health Care Improvement, American Diabetes Association, Arlington, Virginia, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Raveendhara R Bannuru
- Medical Affairs and QI Outcomes, American Diabetes Association, Arlington, Virginia, USA
| | | | - Frank Snoek
- Amsterdam UMC, Vrije Universiteit Amsterdam, Medical Psychology, Amsterdam, The Netherlands
- Amsterdam Public Health, Mental Health, Amsterdam, The Netherlands
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Koller OG, Menezes VM, Busanello A, de Almeida JC. Association between intuitive eating and health outcomes in outpatients with type 2 diabetes: a cross-sectional study. Eur J Nutr 2024; 63:1623-1634. [PMID: 38492023 DOI: 10.1007/s00394-024-03361-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 02/26/2024] [Indexed: 03/18/2024]
Abstract
PURPOSE To evaluate the association between intuitive eating and health outcomes in patients with type 2 diabetes in a cross-sectional study. METHODS Consecutively, outpatients attending at university hospital underwent clinical, laboratory, lifestyle, and eating behavior evaluations. Intuitive eating was assessed using the Intuitive Eating Scale-2 (IES-2), and the Three Factor Eating Questionnaire-21 was adopted as a confirmatory tool for disordered eating behavior. Optimized health outcomes were considered according to the American Diabetes Association criteria for BMI, HbA1c, lipid profile, and blood pressure values, and the International Diabetes Federation criteria for waist circumference. Considering the answers of the IES-2 items, patients were grouped by latent class analysis, and their characteristics were compared by appropriate tests. RESULTS In total, 267 patients were evaluated: 62.2% women, with 60 (53-65) years, BMI 31.9 ± 5.4 kg/m², diabetes duration of 16 ± 9 years, HbA1c 8.5 ± 1.5%, and an IES-2 total score of 58 (50-67)%. Three intuitive eating groups were identified: higher intuitive eating, nonemotional-oriented coping, and lower intuitive eating. Patients with higher intuitive eating have higher chances of having optimized BMI and serum triglycerides values compared to patients with lower intuitive eating. Also, the 10-point increase on IES-2 was associated with a 0.62 kg/m² reduction on BMI values (95%CI -1.18;-0.06), 1.90 cm on waist circumference (95%CI -3.26;-0.54), and 23 mg/dL in serum triglycerides values (95%CI -38.27;-7.40) after adjustment for age, sex, psychotropic drug use, medication effect score, smoking, and BMI. CONCLUSION Intuitive eating seems to be associated with optimized health outcomes and may contribute to better personalized interventions in nutritional treatment that promote adaptive behaviors in diabetes management, but should be tested.
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Affiliation(s)
- Olívia Garbin Koller
- Graduate Program in Nutrition, Food and Health, Universidade Federal do Rio Grande do Sul, Porto Alegre (RS), Brazil
| | - Vanessa Machado Menezes
- Graduate Program in Medical Sciences: Endocrinology, Universidade Federal do Rio Grande do Sul, Porto Alegre (RS), Brazil
| | - Aline Busanello
- Graduate Program in Nutrition, Food and Health, Universidade Federal do Rio Grande do Sul, Porto Alegre (RS), Brazil
| | - Jussara Carnevale de Almeida
- Graduate Program in Nutrition, Food and Health, Universidade Federal do Rio Grande do Sul, Porto Alegre (RS), Brazil.
- Graduate Program in Medical Sciences: Endocrinology, Universidade Federal do Rio Grande do Sul, Porto Alegre (RS), Brazil.
- Nutrition and Dietetics Division, Hospital de Clínicas de Porto Alegre, Rio Grande do Sul, Porto Alegre (RS), Rua Ramiro Barcelos 2350, 1º andar, Porto Alegre, 90035-003, Brazil.
- Department of Nutrition, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre (RS), Brazil.
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Shi Y, Wang C, Sevick MA, Bao H, Xu X, Jiang Y, Zhu Z, Wei A, Feldman NM, Hu L. Diabetes Distress and Associated Factors Among Chinese Americans with Type 2 Diabetes in New York City. Diabetes Metab Syndr Obes 2024; 17:2845-2853. [PMID: 39100965 PMCID: PMC11296360 DOI: 10.2147/dmso.s459478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 07/16/2024] [Indexed: 08/06/2024] Open
Abstract
Purpose The purpose of this study is to describe diabetes distress and related factors among Chinese Americans with type 2 diabetes in New York City (NYC). Methods We conducted a secondary data analysis of the baseline data from three research studies conducted among community-dwelling Chinese American adults with type 2 diabetes. Diabetes Distress Scale (DDS) was used to measure sources of diabetes distress including emotional-, regimen-, interpersonal-, and physician-related distress. A score of 2 or greater indicates moderate diabetes distress or higher. Patient Health Questionnaire-2 (PHQ-2) was used to measure depressive symptoms. Participants' sociodemographic information was also collected. Descriptive statistics were used to describe diabetes distress, and logistic least absolute shrinkage and selection operator (LASSO) regression was used to examine factors associated with diabetes distress level. Results Data from 178 participants (mean age 63.55±13.56 years) were analyzed. Most participants were married (76.40%), had a high school degree or less (65.73%), had a household annual income < $25,000 (70.25%), and reported limited English proficiency (93.22%). About 25.84% reported moderate or higher overall distress. The most common sources of distress were emotional burden (29.78%), followed by regimen- (28.65%), interpersonal- (18.54%), and physician-related distress (14.04%). Participants who were younger, female, limited English proficient, and had elevated depressive symptoms were more likely to have higher diabetes distress. Conclusion Diabetes distress is prevalent among Chinese immigrants with type 2 diabetes, especially emotional- and regimen-related distress. Given the known link between diabetes distress and poor glycemic control, it is critical to screen for diabetes distress at primary care clinics and incorporate psychological counseling in diabetes care in this underserved population.
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Affiliation(s)
- Yun Shi
- Center for Healthful Behavior Change, Institute for Excellence in Health Equity, NYU Langone Health, New York, NY, USA
- Department of Population Health, NYU Grossman School of Medicine, NYU Langone Health, New York, NY, USA
| | - Chan Wang
- Department of Population Health, NYU Grossman School of Medicine, NYU Langone Health, New York, NY, USA
| | - Mary Ann Sevick
- Center for Healthful Behavior Change, Institute for Excellence in Health Equity, NYU Langone Health, New York, NY, USA
- Department of Population Health, NYU Grossman School of Medicine, NYU Langone Health, New York, NY, USA
- Department of Medicine, NYU Grossman School of Medicine, NYU Langone Health, New York, NY, USA
| | - Han Bao
- Jacobi Medical Center, New York, NY, USA
| | - Xinyi Xu
- Center for Healthful Behavior Change, Institute for Excellence in Health Equity, NYU Langone Health, New York, NY, USA
- Department of Population Health, NYU Grossman School of Medicine, NYU Langone Health, New York, NY, USA
| | - Yulin Jiang
- Center for Healthful Behavior Change, Institute for Excellence in Health Equity, NYU Langone Health, New York, NY, USA
- Department of Population Health, NYU Grossman School of Medicine, NYU Langone Health, New York, NY, USA
| | - Ziqiang Zhu
- Wellsure Medical Practice, New York, NY, USA
| | - Ashley Wei
- Center for Healthful Behavior Change, Institute for Excellence in Health Equity, NYU Langone Health, New York, NY, USA
- Department of Population Health, NYU Grossman School of Medicine, NYU Langone Health, New York, NY, USA
| | | | - Lu Hu
- Center for Healthful Behavior Change, Institute for Excellence in Health Equity, NYU Langone Health, New York, NY, USA
- Department of Population Health, NYU Grossman School of Medicine, NYU Langone Health, New York, NY, USA
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20
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Kristensen CB, Chilcot J, Jackson SE, Steptoe A, Hackett RA. The impact of a diabetes diagnosis on health and well-being: Findings from the English Longitudinal Study of Ageing. J Diabetes 2024; 16:e13518. [PMID: 38112231 PMCID: PMC11212344 DOI: 10.1111/1753-0407.13518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 10/27/2023] [Accepted: 11/23/2023] [Indexed: 12/21/2023] Open
Abstract
BACKGROUND Poorer health and well-being are associated with diabetes risk. However, little is known about the trajectory of health and well-being from before to after diabetes diagnosis. We compared depressive symptoms, quality of life, self-rated health, and loneliness at three time points (prediagnosis, diagnosis, 2-4 years post diagnosis) in individuals who developed diabetes and a comparison group. METHODS Health and well-being measures were self-reported by 3474 participants from the English Longitudinal Study of Ageing. Repeated measures analysis of variance and generalized estimating equations were used to investigate differences by group, time, and group-by-time interactions. RESULTS A total of 473 (13.6%) participants developed diabetes. The diabetes group reported greater depressive symptoms (W2(1) = 20.67, p < .001) and lower quality of life (F = 1, 2535 = 10.30, p = .001) and were more likely to rate their health as fair/poor (W2(1) = 67.11, p < .001) across time points, adjusting for age, sex, and wealth. They also reported greater loneliness (F = 1, 2693 = 9.70, p = .002) in unadjusted analyses. However, this was attenuated to the null in adjusted analyses. The group-by-time interaction was significant for quality of life (F = 1.97, 5003.58 = 5.60, p = .004) and self-rated health (W2(2) = 11.69, p = .003), with a greater decline in these measures over time in the diabetes group in adjusted analyses. CONCLUSION People who received a diabetes diagnosis had greater depressive symptoms, lower quality of life, and poorer self-rated health than those who did not develop diabetes. Quality of life and self-rated health deteriorated more rapidly following a diagnosis. Screening for these factors around the time of diagnosis could allow for interventions to improve the health and well-being of those with diabetes.
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Affiliation(s)
- Camilla Böhme Kristensen
- Health Psychology Section, Institute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUK
| | - Joseph Chilcot
- Health Psychology Section, Institute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUK
| | - Sarah E. Jackson
- Department of Behavioural Science and Health, Institute of Epidemiology and Health CareUniversity College LondonLondonUK
| | - Andrew Steptoe
- Department of Behavioural Science and Health, Institute of Epidemiology and Health CareUniversity College LondonLondonUK
| | - Ruth A. Hackett
- Health Psychology Section, Institute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUK
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21
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Tschirhart H, Landeen J, Yost J, Nerenberg KA, Sherifali D. The Examination and Exploration of Diabetes Distress in Pre-existing Diabetes in Pregnancy: A Mixed-methods Study. Can J Diabetes 2024; 48:281-289.e2. [PMID: 38492737 DOI: 10.1016/j.jcjd.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 01/15/2024] [Accepted: 03/05/2024] [Indexed: 03/18/2024]
Abstract
OBJECTIVES Diabetes distress (DD) has been understudied in the pregnancy population. Pregnancy is known to be a complex, highly stressful time for women with diabetes because of medical risks and the high burden of diabetes management. Our aim in this study was to explain and understand DD in women with pre-existing diabetes in pregnancy. METHODS An explanatory, sequential mixed-methods study was undertaken. The first strand consisted of a cross-sectional study of 76 women with type 1 and type 2 diabetes. A nested sampling approach was used to re-recruit 18 women back into the second strand for qualitative interviews using an interpretive description approach. RESULTS DD was measured by the validated Problem Area in Diabetes (PAID) scale. A PAID score of ≥40 was positive for distress. DD prevalence was 22.4% in the cross-sectional cohort and the average PAID score was 27.75 (standard deviation 16.08). In the qualitative strand, women with a range of PAID scores (10.0 to 60.0) were sampled for interviews. The majority of these participants described themes of DD in their interviews. Of the 15 women who described DD thematically, only 6 had positive PAID scores. CONCLUSIONS Integration of the mixed-methods data underscores important meta-inferences about DD in pregnancy, namely that DD was present to a greater degree than the PAID tool is sensitive to. DD was present qualitatively in most of the qualitative sample, despite interviewing women with a range of PAID scores. Future research on a pregnancy-specific DD scale is needed.
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Affiliation(s)
- Holly Tschirhart
- School of Nursing, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada.
| | - Janet Landeen
- School of Nursing, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Jennifer Yost
- M. Louise Fitzpatrick College of Nursing, Villanova University, Villanova, Pennsylvania, United States
| | - Kara A Nerenberg
- Department of Medicine, University of Calgary, Calgary, Alberta, Canada; Department of Obstetrics and Gynecology, University of Calgary, Calgary, Alberta, Canada; Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Diana Sherifali
- School of Nursing, Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
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22
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Fisher L, Polonsky W, Naranjo D, Strycker L, Hessler D. A novel approach to understanding and assessing the emotional side of type 1 diabetes: The Type 1-Diabetes Distress Assessment System. Diabet Med 2024; 41:e15282. [PMID: 38244209 DOI: 10.1111/dme.15282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 12/28/2023] [Accepted: 01/02/2024] [Indexed: 01/22/2024]
Abstract
AIMS To describe the development of a novel, conceptually sound instrument with contemporary content for assessing diabetes distress (DD) among adults with type 1 diabetes. METHODS Qualitative interviews with 15 adults and 7 clinicians were used to develop Core (intensity of DD emotional burden) and primary Source (key DD contributors) items. These were administered to a national sample recruited from the TCOYD Research Registry, T1D Exchange and our previous studies. Exploratory and confirmatory factor analyses were undertaken, along with reliability and construct validity studies, and cut-point analyses to determine elevated DD. RESULTS Analyses based on 650 respondents yielded an 8-item Core DD scale (α = 0.95) and 10 2- or 3-item DD Source Scales (α range = 0.53-0.88): Financial Worries, Interpersonal Challenges, Management Difficulties, Shame, Hypoglycemia Concerns, Healthcare Quality, Lack of Diabetes Resources, Technology Challenges, Burden to Others and Worries about Complications. Core and Source scores were significantly associated with criterion variables: Higher DD scores were significantly linked with higher HbA1C, more frequent episodes of severe hypoglycaemia, missed boluses, and poorer quality of life (p > 0.001). A ≥2.0 scale cut-point to define elevated DD is suggested. CONCLUSIONS The new T1-Diabetes Distress Assessment System demonstrated good reliability and validity, and with measures of both Core emotional burden and Sources of DD, it provides a contemporary, flexible and practical approach to assessing DD that can be used seamlessly to inform intervention for clinicians and researchers.
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Affiliation(s)
- Lawrence Fisher
- University of California, San Francisco, San Francisco, California, USA
| | | | | | | | - Danielle Hessler
- University of California, San Francisco, San Francisco, California, USA
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23
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Jafari A, Moshki M, Naddafi F, Taghinezhad F, Charoghchian Khorasani E, Karimian N, Farhadian Z, Alizadeh H. Application of the path analysis model to evaluate the role of distress, mental health literacy and burnout in predicting self-care behaviors among patients with type 2 diabetes. Diabetol Metab Syndr 2024; 16:137. [PMID: 38910237 PMCID: PMC11194894 DOI: 10.1186/s13098-024-01375-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Accepted: 06/10/2024] [Indexed: 06/25/2024] Open
Abstract
INTRODUCTION Mental complications of diabetes are one of the main obstacles to the implementation of self -care behaviors that have been less studied. Therefore, this study was conducted to survey the effective factors in predicting burnout and self-care behaviors among patients with type 2 diabetes. METHODS In this Path analysis, 1280 patients with type 2 diabetes were selected from Mashhad (Iran) in 2023 to 2024. Four scales, the mental health literacy (MHL) scale, diabetes burnout scale, diabetes distress scale, and self-care behavior scale were used for data gathering. AMOS software checked the direct and indirect paths between the variables. RESULTS In the path analysis, variables of MHL and diabetes distress predicted 25% variance of diabetes burnout (R2 = 0.25), and diabetes distress (total effect = 0.491) had the greatest impact on predicting diabetes burnout. Variables of MHL, diabetes distress, and diabetes burnout predicted 12% variance of Self-care behaviors (R2 = 0.12) and MHL (total effect = -0.256), age of onset of diabetes (total effect = 0.199), and diabetes burnout (total effect = - 0.167) had the greatest impact on prediction of self-care behaviors. CONCLUSION MHL could reduce diabetes distress and burnout and eventually promote self-care behaviors among patients with type 2 diabetes. Therefore, screening and identifying psychological problems (such as distress and burnout) and designing interventions to increase MHL can ultimately increase the health of patients with diabetes.
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Affiliation(s)
- Alireza Jafari
- Department of Health Education and Health Promotion, School of Health, Social Development and Health Promotion Research Center, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Mahdi Moshki
- Department of Health Education and Health Promotion, School of Health, Social Development and Health Promotion Research Center, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Fatemehzahra Naddafi
- Student Research Committee, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Fatemeh Taghinezhad
- Student Research Committee, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Elham Charoghchian Khorasani
- Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Health Education and Health Promotion, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Negar Karimian
- Student Research Committee, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Zohre Farhadian
- Student Research Committee, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Hassan Alizadeh
- Student Research Committee, Gonabad University of Medical Sciences, Gonabad, Iran.
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24
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Neblett DA, McCoy TP, Kennedy-Malone L, Wallace DC, Morrison SD. Self-Care of Diabetes and Diabetes Distress in Non-Hispanic Black Adults With Type 2 Diabetes. Sci Diabetes Self Manag Care 2024; 50:222-234. [PMID: 38752494 DOI: 10.1177/26350106241249157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
Abstract
PURPOSE The purpose of the study was to describe the level of self-care of diabetes and diabetes distress and examine their relationship in non-Hispanic Black adults living with type 2 diabetes. METHODS This cross-sectional, correlational study was conducted with 275 non-Hispanic Black adults with type 2 diabetes in North Carolina over 10 weeks, July 2022 to September 2022. An online survey collected sociodemographic and clinical characteristics, self-care measures of diabetes, and diabetes distress. The theory of self-care of chronic illness guided the study. Median regression examined the relationship between self-care of diabetes and diabetes distress. RESULTS Of the 275 participants, over half reported a diagnosis of type 2 diabetes at younger ages than expected, with a mean age of 40. The self-reported mean A1C of 9% exceeded the recommended goal of <7%, with an average of 2 diabetes-related comorbidities. The self-care of diabetes scale scores were low, and total diabetes distress scores were high. Significant positive associations were found between total diabetes distress and self-care monitoring and self-care management. CONCLUSIONS In this sample, non-Hispanic Black adults had low levels of self-care of diabetes and high levels of diabetes distress. The findings indicate a relationship between self-care of diabetes and diabetes distress; as diabetes distress increases, so do the attempted activities of self-care of diabetes. Health care professionals in diabetes care are uniquely positioned to address further the behavioral aspects of diabetes management, particularly diabetes distress, to support non-Hispanic Black adults living with type 2 diabetes.
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Affiliation(s)
- Debra A Neblett
- School of Nursing, University of North Carolina-Greensboro, Greensboro, North Carolina
| | - Thomas P McCoy
- School of Nursing, University of North Carolina-Greensboro, Greensboro, North Carolina
| | - Laurie Kennedy-Malone
- School of Nursing, University of North Carolina-Greensboro, Greensboro, North Carolina
| | - Debra C Wallace
- School of Nursing, University of North Carolina-Greensboro, Greensboro, North Carolina
| | - Sharon D Morrison
- Department of Public Health Education, University of North Carolina-Greensboro, Greensboro, North Carolina
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25
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Sugumaran T, LeGris J, Strachan PH, Alliston P, Sherifali D. Experience of Telephone-Based Diabetes Health Coaching Among Community-Based Adults With Type 2 Diabetes. Diabetes Spectr 2024; 37:360-368. [PMID: 39649699 PMCID: PMC11623037 DOI: 10.2337/ds23-0046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2024]
Abstract
Background In the past decade, diabetes health coaching, also referred to as diabetes coaching, has emerged as a patient-centered intervention to help individuals with type 2 diabetes gain independence with self-management. This study explores the perceived experience of receiving telephone-based diabetes health coaching among adults living with type 2 diabetes. Method A qualitative exploration with an interpretive descriptive design was carried out. Participants from the intervention group of a larger randomized controlled trial who had received a telephone-based diabetes coaching intervention throughout 1 year were invited to participate in a telephone interview with open-ended questions. Results Twelve participants were interviewed, and four major themes emerged: 1) adapting to ongoing challenges with type 2 diabetes, reflecting how coaching helped individuals integrate diabetes into their daily lives by addressing misconceptions, improving knowledge, encouraging awareness, and easing the transition from oral medication to insulin injections; 2) heightened mindfulness of diabetes-related wellness, capturing the greater attention participants gave to their overall well-being and self-management behaviors; 3) behavior change guided by the participant, highlighting the differences in participants' motivation, readiness to make changes, and external factors that influenced their ability to make self-management behavior changes; and 4) valuing a supportive relationship, illustrating that most participants felt that the unique coach-client relationship was reliable, holistic, nonjudgmental, and encouraging. Conclusion Participants found diabetes coaching to be positive and highlighted the various ways it was able to support their ability to manage diabetes.
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Affiliation(s)
| | - Jeannette LeGris
- School of Nursing, McMaster University, Hamilton, Ontario, Canada
| | | | - Paige Alliston
- School of Nursing, McMaster University, Hamilton, Ontario, Canada
| | - Diana Sherifali
- School of Nursing, McMaster University, Hamilton, Ontario, Canada
- Population Health Research Institute, McMaster University, Hamilton, Ontario, Canada
- Diabetes Care and Research Program, The Boris Clinic, McMaster University Medical Centre, Hamilton, Ontario, Canada
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26
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Ndetei DM, Mutiso V, Musyimi C, Nyamai P, Lloyd C, Sartorius N. Association of type 2 diabetes with family history of diabetes, diabetes biomarkers, mental and physical disorders in a Kenyan setting. Sci Rep 2024; 14:11037. [PMID: 38745063 PMCID: PMC11094016 DOI: 10.1038/s41598-024-61984-6] [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: 01/12/2024] [Accepted: 05/13/2024] [Indexed: 05/16/2024] Open
Abstract
This study aimed to determine the degree of family relations and associated socio-demographics characteristics, clinical/physical and mental disorders in type 2 diabetes mellitus in a Kenyan diabetes clinic. This study was part of a large multicentre study whose protocol and results had been published. It took place at the outpatient diabetes clinic at a County Teaching and Referral Hospital in South East Kenya involving 182 participants. We used a socio-demographic questionnaire, the Hamilton Depression (HAM-D) and PHQ-9 rating scales for depression, the MINI International Neuropsychiatric Interview (MINI; V5 or V6) for DSM-5 diagnoses, the WHO-5 Well-being scale and Problem Areas in Diabetes Scale (PAID). We extracted from the notes all physical conditions. We enquired about similar conditions in 1st and 2nd degree relatives. Descriptive, Chi-square test, Fisher's exact test, one way ANOVA, and Multinomial logistic regression analysis were conducted to test achievements of our specific aims. Of the 182 patients who participated in the study, 45.1% (82/182) reported a family history of diabetes. Conditions significantly (p < 0.05) associated with a degree of family history of diabetes were retinopathy, duration of diabetes (years), hypertension, and depressive disorder. On average 11.5% (21/182) scored severe depression (≥ 10) on PHQ-9 and 85.2% (115/182) scored good well-being (≥ 13 points). All DSM-5 psychiatric conditions were found in the 182 patients in varying prevalence regardless of relations. In addition, amongst the 182 patients, the highest prevalence was poor well-being on the WHO quality of life tool. This was followed by post-traumatic disorders (current), suicidality, and psychotic lifetime on DSM-5. The least prevalent on DSM-5 was eating disorders. Some type 2 diabetes mellitus physical disorders and depression have increased incidence in closely related patients. Overall, for all the patients, the prevalence of all DSM-5 diagnoses varied from 0.5 to 9.9%.
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Affiliation(s)
- David M Ndetei
- Department of Psychiatry, University of Nairobi, Nairobi, Kenya.
- Africa Mental Health Research and Training Foundation, Mawensi Road, Off Elgon Road, Mawensi Garden, P.O. Box 48423-00100, Nairobi, Kenya.
- World Psychiatric Association Collaborating Centre for Research and Training, Nairobi, Kenya.
| | - Victoria Mutiso
- Africa Mental Health Research and Training Foundation, Mawensi Road, Off Elgon Road, Mawensi Garden, P.O. Box 48423-00100, Nairobi, Kenya
- World Psychiatric Association Collaborating Centre for Research and Training, Nairobi, Kenya
| | - Christine Musyimi
- Africa Mental Health Research and Training Foundation, Mawensi Road, Off Elgon Road, Mawensi Garden, P.O. Box 48423-00100, Nairobi, Kenya
- World Psychiatric Association Collaborating Centre for Research and Training, Nairobi, Kenya
| | - Pascalyne Nyamai
- Africa Mental Health Research and Training Foundation, Mawensi Road, Off Elgon Road, Mawensi Garden, P.O. Box 48423-00100, Nairobi, Kenya
- World Psychiatric Association Collaborating Centre for Research and Training, Nairobi, Kenya
| | | | - Norman Sartorius
- Association for the Improvement of Mental Health Programmes (AMH), Geneva, Switzerland
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27
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Wong MH, Kwan SM, Dao MC, Fu SN, Luk W. Prevalence and factors associated with diabetes-related distress in type 2 diabetes patients: a study in Hong Kong primary care setting. Sci Rep 2024; 14:10688. [PMID: 38724683 PMCID: PMC11082166 DOI: 10.1038/s41598-024-61538-w] [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: 10/10/2023] [Accepted: 05/07/2024] [Indexed: 05/12/2024] Open
Abstract
Diabetes-related distress (DRD) refers to the psychological distress specific to living with diabetes. DRD can lead to negative clinical consequences such as poor self-management. By knowing the local prevalence and severity of DRD, primary care teams can improve the DRD evaluation in our daily practice. This was a cross-sectional study conducted in 3 General Out-patient Clinics (GOPCs) from 1 December 2021 to 31 May 2022. A random sample of adult Chinese subjects with T2DM, who regularly followed up in the selected clinic in the past 12 months, were included. DRD was measured by the validated 15-item Chinese version of the Diabetes Distress Scale (CDDS-15). An overall mean score ≥ 2.0 was considered clinically significant. The association of DRD with selected clinical and personal factors was investigated. The study recruited 362 subjects (mean age 64.2 years old, S.D. 9.5) with a variable duration of living with T2DM (median duration 7.0 years, IQR 10.0). The response rate was 90.6%. The median HbA1c was 6.9% (IQR 0.9). More than half (59.4%) of the subjects reported a clinically significant DRD. Younger subjects were more likely to have DRD (odds ratio of 0.965, 95% CI 0.937-0.994, p = 0.017). Patients with T2DM in GOPCs commonly experience clinically significant DRD, particularly in the younger age group. The primary care clinicians could consider integrating the evaluation of DRD as a part of comprehensive diabetes care.
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Affiliation(s)
- Man Ho Wong
- Family Medicine and Primary Health Care Department, Kowloon West Cluster, Hospital Authority, Kowloon, Hong Kong.
| | - Sin Man Kwan
- Family Medicine and Primary Health Care Department, Kowloon West Cluster, Hospital Authority, Kowloon, Hong Kong
| | - Man Chi Dao
- Family Medicine and Primary Health Care Department, Kowloon West Cluster, Hospital Authority, Kowloon, Hong Kong
| | - Sau Nga Fu
- Family Medicine and Primary Health Care Department, Kowloon West Cluster, Hospital Authority, Kowloon, Hong Kong
| | - Wan Luk
- Family Medicine and Primary Health Care Department, Kowloon West Cluster, Hospital Authority, Kowloon, Hong Kong
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28
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Baik I. Interactions between physical activity and psychological factors in the association with the risk of lean type 2 diabetes mellitus. Diab Vasc Dis Res 2024; 21:14791641241239618. [PMID: 38788329 PMCID: PMC11127574 DOI: 10.1177/14791641241239618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/26/2024] Open
Abstract
Background: The extent to which physical activity and psychological factors may affect the risk of diabetes mellitus among lean individuals remains unclear.Purpose: This study aimed to investigate the associations of total physical activity (TPA) and psychological factors with lean type 2 diabetes mellitus (T2DM) risk.Research Design: A prospective cohort study.Study Sample: The study population included 1,945 Korean adults who maintained a body mass index <23 kg/m2.Data Collection and Analysis: Baseline data on TPA and psychological factors were collected and T2DM incidence was assessed for 10 years. For analysis, a multivariable Cox proportional hazards regression model was used.Results: TPA was inversely associated with T2DM risk and this association was more pronounced in participants who were depressed or distressed; the top TPA quartile exhibited significant reductions in T2DM risk of 66% (95% confidence interval [CI]: 0.15, 0.78) and 65% (95% CI: 0.14, 0.88) among participants who reported depressed mood and those who perceived high distress, respectively, compared with the bottom TPA quartile.Conclusions: The current study demonstrated the preventive effects of physical activity on T2DM in lean adults through its interaction with psychological factors.
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Affiliation(s)
- Inkyung Baik
- Department of Foods and Nutrition, College of Science and Technology, Kookmin University, Seoul, Republic of Korea
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29
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Leung LYL, Tam HL, Leung ISH, Chan ASW, Yin Y, Zhang X, Mao A, Cheong PL. Perceived Well-Being among Adults with Diabetes and Hypertension: A National Study. Healthcare (Basel) 2024; 12:844. [PMID: 38667606 PMCID: PMC11049827 DOI: 10.3390/healthcare12080844] [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: 03/01/2024] [Revised: 03/27/2024] [Accepted: 04/15/2024] [Indexed: 04/28/2024] Open
Abstract
Perceived health and distresses are associated with the practice of lifestyle modifications, which increases the risk of diabetes and hypertension-related complications. This study aimed to define the characteristics and distribution of perceived health and distresses across the states between people with diabetes and hypertension. Data were derived from a national survey of US adults aged ≥18 years who were interviewed via phone call. Perceived health and distresses were assessed through corresponding questions. An amount of 333,316 respondents (43,911 with diabetes and 130,960 with hypertension) were included in the analysis; 61.8% of people with diabetes and 74.5% of people with hypertension reported having good or better health, while residents in the Southwest region perceived poor health statuses and more distresses. Education level (diabetes: odds ratio [OR] = 0.47-0.79, hypertension: OR = 0.42-0.76), employment status level (diabetes: OR = 1.40-2.22, hypertension: OR = 1.56-2.49), and household income (diabetes: OR = 0.22-0.65, hypertension: OR = 0.15-0.78) were significant factors associated with poorly perceived health among people with diabetes and hypertension, and the use of technology and strategies for policymakers are suggested to improve the perceived health status in this regard.
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Affiliation(s)
- Leona Yuen-Ling Leung
- School of Nursing and Health Studies, Hong Kong Metropolitan University, Hong Kong SAR, China;
| | - Hon-Lon Tam
- The Nethersole School of Nursing, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Isaac Sze-Him Leung
- Department of Statistics, The Chinese University of Hong Kong, Hong Kong SAR, China;
| | - Alex Siu-Wing Chan
- Department of Applied Social Sciences, The Hong Kong Polytechnic University of Hong Kong, Hong Kong SAR, China;
| | - Yueheng Yin
- School of Nursing, Nanjing Medical University, Nanjing 210029, China;
| | - Xiubin Zhang
- School of Public Health, National Heart and Lung Institute, Imperial College London, London W12 7RQ, UK;
| | - Aimei Mao
- Department of Education, Kiang Wu Nursing College of Macau, Macau SAR, China; (A.M.); (P.-L.C.)
| | - Pak-Leng Cheong
- Department of Education, Kiang Wu Nursing College of Macau, Macau SAR, China; (A.M.); (P.-L.C.)
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Zhang M, Zhang X, Yang Y, Weng Y, Chen X, Chen Y, Shi Y. Diabetes Distress Among Patients Undergoing Surgery for Diabetic Retinopathy and Associated Factors: A Cross-Sectional Survey. Psychol Res Behav Manag 2024; 17:1451-1461. [PMID: 38590759 PMCID: PMC10999732 DOI: 10.2147/prbm.s455535] [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: 12/20/2023] [Accepted: 03/14/2024] [Indexed: 04/10/2024] Open
Abstract
Background Diabetes distress (DD) is a negative emotion related to diabetes management and a predictor of depression; it affects diabetic retinopathy (DR) patients' quality of life and disease outcomes. The prevalence of DD was higher in patients undergoing surgery for DR. However, few studies have been conducted on DD in DR surgery patients. The present study aims to investigate the status of DD in DR surgery patients and identify factors associated with DD. Methods Using a convenience sampling method, 210 DR surgery patients who were admitted to 2 tertiary-level hospitals in Wenzhou City (Zhejiang Province) and Zhengzhou City (Henan Province) from February to June 2023 were selected as research subjects. A questionnaire collecting demographic and disease-related information, the Diabetes Distress Scale, the Summary of Diabetes Self-Management Activities, the Family Care Index Scale, and the Social Support Rating Scale were used to collect data. Statistical analyses included descriptive statistics, t tests, ANOVAs, Pearson's correlation analyses and stepwise multiple linear regression. This study is reported according to the STROBE guidelines. Results In total, 156 out of 210 (74.29%) DR surgery patients experienced DD, with an average score of 2.13±0.63. The results of the stepwise multiple regression analysis showed that residential location, employment status, self-management level, family support, and social support were significantly associated with DD. These variables accounted for 30.6% of the total variation in DD. Conclusions DR surgery patients exhibit moderate levels of distress. Health care professionals should pay attention to DD in DR surgery patients and develop targeted interventions to improve the self-management ability of these patients, increase their family support and social support to reduce their DD levels.
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Affiliation(s)
- Mengyue Zhang
- School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, People’s Republic of China
| | - Xiaoxian Zhang
- School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, People’s Republic of China
| | - Yingrui Yang
- Department of Nursing, Henan Provincial People’s Hospital, Zhengzhou, People’s Republic of China
| | - Yu Weng
- Department of Nursing, The Eye Hospital of Wenzhou Medical University, Wenzhou, People’s Republic of China
| | - Xiaojun Chen
- School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, People’s Republic of China
| | - Yanyan Chen
- Department of Nursing, The Eye Hospital of Wenzhou Medical University, Wenzhou, People’s Republic of China
| | - Yinghui Shi
- Department of Nursing, The Eye Hospital of Wenzhou Medical University, Wenzhou, People’s Republic of China
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Drapkina OM, Kontsevaya AV, Kalinina AM, Avdeev SN, Agaltsov MV, Alekseeva LI, Almazova II, Andreenko EY, Antipushina DN, Balanova YA, Berns SA, Budnevsky AV, Gainitdinova VV, Garanin AA, Gorbunov VM, Gorshkov AY, Grigorenko EA, Jonova BY, Drozdova LY, Druk IV, Eliashevich SO, Eliseev MS, Zharylkasynova GZ, Zabrovskaya SA, Imaeva AE, Kamilova UK, Kaprin AD, Kobalava ZD, Korsunsky DV, Kulikova OV, Kurekhyan AS, Kutishenko NP, Lavrenova EA, Lopatina MV, Lukina YV, Lukyanov MM, Lyusina EO, Mamedov MN, Mardanov BU, Mareev YV, Martsevich SY, Mitkovskaya NP, Myasnikov RP, Nebieridze DV, Orlov SA, Pereverzeva KG, Popovkina OE, Potievskaya VI, Skripnikova IA, Smirnova MI, Sooronbaev TM, Toroptsova NV, Khailova ZV, Khoronenko VE, Chashchin MG, Chernik TA, Shalnova SA, Shapovalova MM, Shepel RN, Sheptulina AF, Shishkova VN, Yuldashova RU, Yavelov IS, Yakushin SS. Comorbidity of patients with noncommunicable diseases in general practice. Eurasian guidelines. КАРДИОВАСКУЛЯРНАЯ ТЕРАПИЯ И ПРОФИЛАКТИКА 2024; 23:3696. [DOI: 10.15829/1728-8800-2024-3996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2024] Open
Abstract
Создание руководства поддержано Советом по терапевтическим наукам отделения клинической медицины Российской академии наук.
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Noonan D, Jackson J, Ghazaleh HA, Mcdermott MS, Sang E, Duaso MJ. The Experiences of People Who Smoke With Type 2 Diabetes: A Qualitative Interview Study Using the Capability, Opportunity, Motivation, and Behavior Model. J Addict Nurs 2024; 35:99-106. [PMID: 38829999 DOI: 10.1097/jan.0000000000000572] [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: 06/05/2024]
Abstract
ABSTRACT Few interventions to support smoking cessation include content specifically about diabetes. This is problematic, as people with diabetes face unique challenges when they stop smoking. The purpose of this study was to understand patients' needs and challenges in relation to smoking with Type 2 diabetes and assess the acceptability of a text message intervention to support smoking cessation. People who smoke and have Type 2 diabetes in the United States and the United Kingdom were recruited to participate in semistructured interviews (n = 20), guided by the Capability, Opportunity, Motivation, and Behavior model. A combination of inductive and deductive approaches with framework analysis was used to analyze the data. Results indicated that the participants' experiences related to the constructs of the Capability, Opportunity, Motivation, and Behavior model and the categories of mental health and diabetes distress were also notable parts of their experiences. Results can be used to guide intervention development in this unique group.
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Horsbøl TA, Hoffmann SH, Thorsted AB, Rosenkilde S, Lehn SF, Kofoed-Enevoldsen A, Santos M, Iversen PB, Thygesen LC. Diabetic complications and risk of depression and anxiety among adults with type 2 diabetes. Diabet Med 2024; 41:e15272. [PMID: 38157285 DOI: 10.1111/dme.15272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 12/08/2023] [Accepted: 12/09/2023] [Indexed: 01/03/2024]
Abstract
AIMS To investigate if diabetic complications increase the risk of depression and/or anxiety among adults with type 2 diabetes. METHODS This register-based, prospective study included 265,799 adult individuals diagnosed with type 2 diabetes between 1997 and 2017 without a recent history of depression or anxiety. Diabetic complications included cardiovascular disease, amputation of lower extremities, neuropathy, nephropathy and retinopathy. Both diabetic complications and depression and anxiety were defined by hospital contacts and prescription-based medication. All individuals were followed from the date of type 2 diabetes diagnosis until the date of incident depression or anxiety, emigration, death or 31 December 2018, whichever occurred first. RESULTS The total risk time was 1,915,390 person-years. The incidence rate of depression and/or anxiety was 3368 per 100,000 person-years among individuals with diabetic complications and 1929 per 100,000 person-years among those without. Having or developing any diabetic complication was associated with an increased risk of depression and/or anxiety (HR 1.77, 95% CI 1.73-1.80). The risk for depression and/or anxiety was increased for all types of diabetic complications. The strongest association was found for amputation of lower extremities (HR 2.16, 95% CI 2.01-2.31) and the weakest for retinopathy (HR 1.13, 95% CI 1.09-1.17). CONCLUSION Individuals with type 2 diabetes and diabetic complications are at increased risk of depression and anxiety. This points towards the importance of an increased clinical focus on mental well-being among individuals with type 2 diabetes and complications.
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Affiliation(s)
| | - Sofie Have Hoffmann
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Anne Bonde Thorsted
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Siri Rosenkilde
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Sara Fokdal Lehn
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
- Steno Diabetes Center Sjaelland, Holbaek, Denmark
| | - Allan Kofoed-Enevoldsen
- Steno Diabetes Center Sjaelland, Holbaek, Denmark
- Department of Endocrinology, Nykøbing Falster Hospital, Nykøbing Falster, Denmark
| | | | | | - Lau Caspar Thygesen
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
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Hoogendoorn CJ, Krause-Steinrauf H, Uschner D, Wen H, Presley CA, Legowski EA, Naik AD, Golden SH, Arends VL, Brown-Friday J, Krakoff JA, Suratt CE, Waltje AH, Cherrington AL, Gonzalez JS. Emotional Distress Predicts Reduced Type 2 Diabetes Treatment Adherence in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE). Diabetes Care 2024; 47:629-637. [PMID: 38227900 PMCID: PMC10973907 DOI: 10.2337/dc23-1401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 10/18/2023] [Indexed: 01/18/2024]
Abstract
OBJECTIVE We examined longitudinal associations between emotional distress (specifically, depressive symptoms and diabetes distress) and medication adherence in Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE), a large randomized controlled trial comparing four glucose-lowering medications added to metformin in adults with relatively recent-onset type 2 diabetes mellitus (T2DM). RESEARCH DESIGN AND METHODS The Emotional Distress Substudy assessed medication adherence, depressive symptoms, and diabetes distress in 1,739 GRADE participants via self-completed questionnaires administered biannually up to 3 years. We examined baseline depressive symptoms and diabetes distress as predictors of medication adherence over 36 months. Bidirectional visit-to-visit relationships were also examined. Treatment satisfaction, beliefs about medication, diabetes care self-efficacy, and perceived control over diabetes were evaluated as mediators of longitudinal associations. RESULTS At baseline, mean ± SD age of participants (56% of whom were White, 17% Hispanic/Latino, 18% Black, and 66% male) was 58.0 ± 10.2 years, diabetes duration 4.2 ± 2.8 years, HbA1c 7.5% ± 0.5%, and medication adherence 89.9% ± 11.1%. Higher baseline depressive symptoms and diabetes distress were independently associated with lower adherence over 36 months (P < 0.001). Higher depressive symptoms and diabetes distress at one visit predicted lower adherence at the subsequent 6-month visit (P < 0.0001) but not vice versa. Treatment assignment did not moderate relationships. Patient-reported concerns about diabetes medications mediated the largest percentage (11.9%-15.5%) of the longitudinal link between emotional distress and adherence. CONCLUSIONS Depressive symptoms and diabetes distress both predict lower adherence to glucose-lowering medications over time among adults with T2DM. Addressing emotional distress and concerns about anticipated negative effects of taking these treatments may be important to support diabetes treatment adherence.
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Affiliation(s)
- Claire J. Hoogendoorn
- Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
| | - Heidi Krause-Steinrauf
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Diane Uschner
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Hui Wen
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Caroline A. Presley
- General Internal and Preventive Medicine, Department of Medicine, University of Alabama, Birmingham, Birmingham, AL
| | - Elizabeth A. Legowski
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Aanand D. Naik
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX
- University of Texas Health Science Center (UTHealth) School of Public Health, Houston, TX
- Consortium on Aging, University of Texas Health Science Center (UTHealth), Houston, TX
| | - Sherita Hill Golden
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Valerie L. Arends
- Advanced Research and Diagnostic Laboratory, Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN
| | - Janet Brown-Friday
- Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
| | - Jonathan A. Krakoff
- Obesity and Diabetes Clinical Research Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ
| | - Colleen E. Suratt
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | | | - Andrea L. Cherrington
- General Internal and Preventive Medicine, Department of Medicine, University of Alabama, Birmingham, Birmingham, AL
| | - Jeffrey S. Gonzalez
- Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY
- New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY
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Cherrington AL, Bebu I, Krause-Steinrauf H, Hoogendoorn CJ, Crespo-Ramos G, Presley C, Naik AD, Balasubramanyam A, Gramzinski MR, Killean T, Arends VL, Gonzalez JS. Does Emotional Distress Predict Worse Glycemic Control Over Time? Results From the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE). Diabetes Care 2024; 47:620-628. [PMID: 38252848 PMCID: PMC10973910 DOI: 10.2337/dc23-0642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 10/09/2023] [Indexed: 01/24/2024]
Abstract
OBJECTIVE To evaluate whether baseline levels of depressive symptoms and diabetes-specific distress are associated with glycemic control in Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE), a large randomized controlled trial comparing the metabolic effects of four common glucose-lowering medications when combined with metformin in individuals with type 2 diabetes mellitus (T2DM). RESEARCH DESIGN AND METHODS The primary and secondary outcomes were defined as an HbA1c value ≥7%, subsequently confirmed, and an HbA1c value >7.5%, subsequently confirmed, respectively. Separate Cox proportional hazards models assessed the association between baseline levels of each exposure of interest (depressive symptoms measured with the eight-item Patient Health Questionnaire and diabetes distress measured with the Diabetes Distress Scale) and the subsequent risk of metabolic outcomes. RESULTS This substudy included 1,739 participants (56% of whom were non-Hispanic White, 18% non-Hispanic Black, 17% Hispanic, and 68% male; mean [SD] age 58.0 [10.2] years, diabetes duration 4.2 [2.8] years, and HbA1c 7.5% [0.48%]). A total of 1,157 participants reached the primary outcome, with time to event of 2.1 years on average, while 738 participants reached the secondary outcome at 3 years on average. With adjustment for sex, race/ethnicity, treatment group, baseline age, duration of T2DM, BMI, and HbA1c, there were no significant associations between the depressive symptoms or diabetes distress and the subsequent risk of the primary or secondary outcomes. CONCLUSIONS The current findings suggest that, at least for individuals with diabetes of relatively short duration, baseline levels of emotional distress are not associated with glycemic control over time.
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Affiliation(s)
- Andrea L. Cherrington
- General Internal and Preventive Medicine, Department of Medicine, University of Alabama, Birmingham, Birmingham, AL
| | - Ionut Bebu
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Heidi Krause-Steinrauf
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Claire J. Hoogendoorn
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
- Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
| | - Gladys Crespo-Ramos
- Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
| | - Caroline Presley
- Division of Preventative Medicine, University of Alabama, Birmingham, AL
| | - Aanand D. Naik
- University of Texas Health Science Center (UTHealth) School of Public Health, Houston, TX
| | - Ashok Balasubramanyam
- University of Texas Health Science Center (UTHealth) School of Public Health, Houston, TX
| | - Michaela R. Gramzinski
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Tina Killean
- Obesity and Diabetes Clinical Research Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ
| | - Valerie L. Arends
- Advanced Research and Diagnostic Laboratory, Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN
| | - Jeffrey S. Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
- Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY
- New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY
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Gonzalez JS, Bebu I, Krause-Steinrauf H, Hoogendoorn CJ, Crespo-Ramos G, Presley C, Naik AD, Kuo S, Johnson ML, Wexler D, Crandall JP, Bantle AE, Arends V, Cherrington AL. Differential Effects of Type 2 Diabetes Treatment Regimens on Diabetes Distress and Depressive Symptoms in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE). Diabetes Care 2024; 47:610-619. [PMID: 38416773 PMCID: PMC10973899 DOI: 10.2337/dc23-2459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 01/19/2024] [Indexed: 03/01/2024]
Abstract
OBJECTIVE We evaluated whether adding basal insulin to metformin in adults with early type 2 diabetes mellitus (T2DM) would increase emotional distress relative to other treatments. RESEARCH DESIGN AND METHODS The Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE) of adults with T2DM of <10 years' duration, HbA1c 6.8-8.5%, and taking metformin monotherapy randomly assigned participants to add insulin glargine U-100, sulfonylurea glimepiride, the glucagon-like peptide-1 receptor agonist liraglutide, or the dipeptidyl peptidase 4 inhibitor sitagliptin. The Emotional Distress Substudy enrolled 1,739 GRADE participants (mean [SD] age 58.0 [10.2] years, 32% female, 56% non-Hispanic White, 18% non-Hispanic Black, 17% Hispanic) and assessed diabetes distress and depressive symptoms every 6 months. Analyses examined differences at 1 year and over the 3-year follow-up. RESULTS Across treatments, diabetes distress (-0.24, P < 0.0001) and depressive symptoms (-0.67, P < 0.0001) decreased over 1 year. Diabetes distress was lower at 1 year for the glargine group than for the other groups combined (-0.10, P = 0.002). Diabetes distress was also lower for liraglutide than for glimepiride or sitagliptin (-0.10, P = 0.008). Over the 3-year follow-up, there were no significant group differences in total diabetes distress; interpersonal diabetes distress remained lower for those assigned to liraglutide. No significant differences were observed for depressive symptoms. CONCLUSIONS Contrary to expectations, this randomized trial found no evidence for a deleterious effect of basal insulin on emotional distress. Glargine lowered diabetes distress modestly at 1 year rather than increasing it. Liraglutide also reduced diabetes distress at 1 year. Results can inform treatment decisions for adults with early T2DM.
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Affiliation(s)
- Jeffrey S. Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
- Division of Endocrinology and Fleischer Institute for Diabetes and Metabolism, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, NY
- New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, New York, NY
| | - Ionut Bebu
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Heidi Krause-Steinrauf
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Claire J. Hoogendoorn
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
- Division of Endocrinology and Fleischer Institute for Diabetes and Metabolism, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
| | - Gladys Crespo-Ramos
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
- Division of Endocrinology and Fleischer Institute for Diabetes and Metabolism, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
| | - Caroline Presley
- Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Aanand D. Naik
- School of Public Health, University of Texas Health Science Center, Houston, TX
| | - Shihchen Kuo
- Division of Metabolism, Endocrinology & Diabetes, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | | | - Deborah Wexler
- Diabetes Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Jill P. Crandall
- Division of Endocrinology and Fleischer Institute for Diabetes and Metabolism, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
| | - Anne E. Bantle
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Minnesota, Minneapolis, MN
| | - Valerie Arends
- Advanced Research and Diagnostic Laboratory, Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN
| | - Andrea L. Cherrington
- Department of Medicine (General Internal and Preventive Medicine), University of Alabama at Birmingham, Birmingham, AL
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Neves NWT, Breder JSC, Oliveira BA, Zanchetta FC, Barreto J, Sposito AC, Lima MHM. Diabetes-related distress and quality of life among people with type 2 diabetes at primary care level in Brazil. Acta Diabetol 2024; 61:461-471. [PMID: 38095701 DOI: 10.1007/s00592-023-02216-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 11/17/2023] [Indexed: 03/27/2024]
Abstract
PURPOSE Living with diabetes can be challenging, particularly when it comes to dealing with psychological distress and requiring self-care directives. Patients may feel frustrated, angry, overwhelmed, and discouraged. This study aimed to investigate the diabetes-related distress and quality of life among people with type 2 diabetes mellitus (T2DM). METHODS A cross-sectional study carried out at the Clinical Research Centre at the University of Campinas, Brazil, between September 2020 and April 2021. Patients answered data regarding demographic and clinical variables, the Brazilian version of the Diabetes Distress Scale and the Diabetes Quality of Life (QOL) Measure by telephone contact. The data were managed using the RedCap System. For statistical analysis of the data, the Mann-Whitney and Kruskal-Wallis tests were applied for comparisons, and the Chi-square test for associations. The correlations were evaluated using the Spearman correlation coefficient. RESULTS Out of the 302 participants we recruited, 50.33% exhibited significant diabetes-related distress. Those with elevated diabetes-related distress scores had shorter education levels (p < 0.05), lower HbA1c levels (p < 0.05), and lower total scores in Diabetes QOL Measure (p < 0.0001), particularly in the QOL impact (p < 0.0001), social/vocational worry (p < 0.05), and diabetes worry (p < 0.0001) subscales compared to the group with the lowest diabetes-related distress. CONCLUSION Elevated diabetes-related stress scores significantly affect patients' QOL. Therefore, early screening of individuals at risk for this condition, using well-coordinated protocols, could mitigate adverse QOL effects and enhance their overall experience during disease management.
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Affiliation(s)
| | | | | | | | - Joaquim Barreto
- Department of Clinical Medicine, School of Medical Sciences, Universidade Estadual de Campinas, São Paulo, Brazil
| | - Andrei C Sposito
- Department of Clinical Medicine, School of Medical Sciences, Universidade Estadual de Campinas, São Paulo, Brazil
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Fernández-Rodríguez R, Zhao L, Bizzozero-Peroni B, Martínez-Vizcaíno V, Mesas AE, Wittert G, Heilbronn LK. Are e-Health Interventions Effective in Reducing Diabetes-Related Distress and Depression in Patients with Type 2 Diabetes? A Systematic Review with Meta-Analysis. Telemed J E Health 2024; 30:919-939. [PMID: 38010739 DOI: 10.1089/tmj.2023.0374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2023] Open
Abstract
Background: e-Health refers to any health care service delivered through the internet or related technologies, to improve quality of life. Despite the increasing use of e-health interventions to manage type 2 diabetes (T2D), there is a lack of evidence about the effectiveness on diabetes distress and depression, which are common issues in those living with T2D. Purpose: To synthesize and determine the effects of e-health interventions on diabetes distress and depression among patients with T2D. Methods: We systematically searched PubMed, Scopus, Cochrane CENTRAL, and Web of Science for randomized controlled trials (RCTs), non-RCTs and observational cohort studies for the effects of e-health interventions on diabetes distress and depression in patients with T2D up to September 14, 2022. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses 2020 recommendations were followed. The risk of bias was assessed according to the Risk-of-Bias 2 tool (RCTs), the Risk Of Bias In Non-randomised Studies-of Interventions (ROBINS-I) (non-RCTs) and the National Institute of Health tool (observational). The standardized mean difference (SMD) and its related 95% confidence intervals (CIs) were estimated with the DerSimonian-Laird method through random-effect models. A pooled raw mean difference (MD) meta-analysis was conducted for RCTs comparing the effects of e-health versus control on diabetes distress screening to display the clinical impact. Results: A total of 41 studies (24 RCTs, 14 non-RCTs, and 3 observational) involving 8,667 individuals were included. The pooled SMD for the effect of e-health versus the control group on diabetes distress was -0.14 (95% CI = -0.24 to -0.04; I2 = 23.9%; n = 10 studies), being -0.06 (95% CI = -0.15 to 0.02; I2 = 7.8%; n = 16 studies) for depression. The pooled raw MD on diabetes distress screening showed a reduction of -0.54 points (95% CI = -0.81 to -0.27; I2 = 85.1%; n = 7 studies). Conclusion: e-Health interventions are effective in diminishing diabetes distress among adults with T2D, inducing clinically meaningful reductions.
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Affiliation(s)
- Rubén Fernández-Rodríguez
- Universidad de Castilla La-Mancha, Health and Social Research Center, Cuenca, Spain
- Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Lijun Zhao
- Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Bruno Bizzozero-Peroni
- Universidad de Castilla La-Mancha, Health and Social Research Center, Cuenca, Spain
- Higher Institute of Physical Education, Universidad de la República, Rivera, Uruguay
| | - Vicente Martínez-Vizcaíno
- Universidad de Castilla La-Mancha, Health and Social Research Center, Cuenca, Spain
- Faculty of Health Sciences, Universidad Autonoma de Chile, Talca, Chile
| | - Arthur Eumann Mesas
- Universidad de Castilla La-Mancha, Health and Social Research Center, Cuenca, Spain
- Postgraduate Program in Public Health, Universidade Estadual de Londrina, Londrina, Paraná, Brazil
| | - Gary Wittert
- Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
| | - Leonie K Heilbronn
- Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia
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Wojujutari AK, Idemudia ES, Ugwu LE. Psychological resilience mediates the relationship between diabetes distress and depression among persons with diabetes in a multi-group analysis. Sci Rep 2024; 14:6510. [PMID: 38499620 PMCID: PMC10948786 DOI: 10.1038/s41598-024-57212-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 03/15/2024] [Indexed: 03/20/2024] Open
Abstract
The aim to examine the link between diabetes distress and depression in individuals with diabetes, assess the mediating role of psychological resilience in this relationship, and analyses if these relationships differ between Type 1 and Type 2 diabetes. The study utilized a cross-sectional design. A total of 181 (age 33-72 years, mean = 54.76 years, and SD = 9.05 years) individuals diagnosed with diabetes who were receiving treatment from State Specialist Hospitals in Okitipupa were selected for the study using the convenient sampling technique. The data were analysed using Pearson Multiple correlation and multi-group mediation analysis. The analyses were carried out with Smartpls and IBM/SPSS Version 28.0. The results revealed a significant positive correlation between diabetes distress and depression (r = .80, p < .05), suggesting that higher levels of diabetes distress were associated with increased depression scores. Additionally, psychological resilience partially mediated the relationship between diabetes distress and depression (b = - 0.10, p < .05), signifying that resilience played a crucial role in mitigating the impact of diabetes distress on depression. Furthermore, a multi-group analysis was conducted to explore potential differences between Type 1 and Type 2 diabetes subgroups. The relationship between diabetes distress and depression was found to be more pronounced in the Type 1 subgroup (difference = 0.345, p < .05), while the relationship between psychological resilience and depression was negatively stronger in the Type 2 subgroup (difference = - 0.404, p < .05) compared to the Type 1 subgroup. There is an intricate linkage between diabetes distress, resilience, and depression, emphasizing the differential roles of resilience in Type 1 and Type 2 diabetes. The insights gleaned from this study underscore the importance of considering the type of diabetes when designing interventions and support mechanisms for individuals with diabetes who are also suffering from depression. By advancing our understanding of these dynamics, we can strive for more effective and personalized approaches to improve the overall well-being of those living with diabetes.
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Li Q, Wu H, Cao X, Tang S, Zhao J. The association between statin use and depression in diabetes. J Affect Disord 2024; 349:342-348. [PMID: 38199416 DOI: 10.1016/j.jad.2024.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 11/25/2023] [Accepted: 01/03/2024] [Indexed: 01/12/2024]
Abstract
BACKGROUND Depression is a common mental disorder. Some studies have demonstrated that people with diabetes are more likely to suffer from depression. Statins are an everyday use for diabetes. Trials of statin therapy have had conflicting findings on the potential risk of depression. METHODS The National Health and Nutrition Examination Survey (NHANES) 2005-2018 was used to collect a representative sample. Weighted multivariate logistic regression models were used to evaluate odds ratios (ORs) and 95 % CIs for having depression symptoms. We performed stratified analyses to compare the effects of statins in subsamples with and without diabetes on depression symptoms. RESULTS Statin use showed a significant and strong decreasing effect on having depression symptoms in participants with diabetes (aOR (adjusted OR) 0.59, p = 0.014) compared with that in non-diabetics (aOR 0.78, p = 0.128). Diabetic individuals with statin use for >5 years had a lower risk of having depression symptoms (aOR 0.42, p = 0.002) than those with shorter-term statin use (1-5 years, aOR 0.69, p = 0.111; <1 year: aOR 0.83, p = 0.646). Atorvastatin was more effective in decreasing depression symptoms either in diabetes (aOR 0.49, p = 0.018) or in non-diabetes (aOR 0.58, p = 0.033). LIMITATIONS First, the dosage of statins cannot be obtained from NHANES datasets. Second, after being stratified, the number of participants for several statins was insufficient. Third, recall bias may exist in the survey. CONCLUSIONS Diabetics with depression symptoms may benefit from long-term statin therapy. Atorvastatin and pravastatin should be recommended for diabetic patients with depression.
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Affiliation(s)
- Qingqi Li
- Institute of Neuroscience, Hengyang Medical School, University of South China, Hengyang, PR China
| | - Hongrong Wu
- Institute of Pathogenic Biology, Hengyang Medical School, University of South China, Hengyang, PR China
| | - Xueer Cao
- Institute of Neuroscience, Hengyang Medical School, University of South China, Hengyang, PR China
| | - Shuangyang Tang
- Institute of Pathogenic Biology, Hengyang Medical School, University of South China, Hengyang, PR China
| | - Jianfeng Zhao
- Institute of Neuroscience, Hengyang Medical School, University of South China, Hengyang, PR China; Department of Physiology, Hengyang Medical School, University of South China, Hengyang, PR China.
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41
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Ghammari F, Jalilian H, Gholizadeh M. Unmet and unperceived needs for type 2 diabetes self-management among slum dwellers in Iran: a cross-sectional study. Prim Health Care Res Dev 2024; 25:e14. [PMID: 38482863 PMCID: PMC10940197 DOI: 10.1017/s1463423624000045] [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: 07/21/2023] [Revised: 12/24/2023] [Accepted: 01/14/2024] [Indexed: 03/17/2024] Open
Abstract
AIM This study aimed to identify unmet and unperceived needs for T2D self-management among those residing in Tabriz slums, Iran, in 2022. BACKGROUND Type 2 diabetes (T2D) and its complications are more common among slum dwellers. T2D is a lifelong disease that requires continuous care. By contrast, slum dwellers are less likely to adhere to standard health care. METHODS This study is cross-sectional. We included 400 patients using a systematic random sampling method. Unmet and unperceived needs were assessed through a researcher-made questionnaire. The questionnaire was developed based on Iran's Package of Essential Non-Communicable Diseases (IraPEN) instructions and an expert panel. Data were analyzed using SPSS version 22. FINDINGS Need for more healthcare cost coverage by insurance organizations (85.5%), financial support to provide medicine (68%), free and accessible sports equipment in the area (48.5%), continuous access to blood sugar test instruments (47.8%), know how to test blood sugar and interpret the results (47.7%), more communication with healthcare providers (42.3%), and detailed education from health professionals (41.2%) were the most common unmet needs. The least perceived need was to know how to care for feet (16%).
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Affiliation(s)
- Fawzieh Ghammari
- Department of Health Policy and Management School of Management and medical informatics, Tabriz University of medical sciences, Tabriz, Iran
| | - Habib Jalilian
- Department of Health Services Management, School of Health, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Masumeh Gholizadeh
- Department of Health Policy and Management, School of Management and Medical Informatics, Tabriz University of Medical Sciences, Tabriz, Iran
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Park HS, Cho Y, Seo DH, Ahn SH, Hong S, Suh YJ, Chon S, Woo JT, Baik SH, Lee KW, Kim SH. Impact of diabetes distress on glycemic control and diabetic complications in type 2 diabetes mellitus. Sci Rep 2024; 14:5568. [PMID: 38448443 PMCID: PMC10917807 DOI: 10.1038/s41598-024-55901-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 02/28/2024] [Indexed: 03/08/2024] Open
Abstract
The effect of diabetes distress on glycemic control and its association with diabetes complications is still poorly understood. We aimed to study the clinical features of patients with high diabetes distress, focusing on changes in glycemic control and risk of diabetic complications. From the Korean National Diabetes Program data, we investigated 1862 individuals with type 2 diabetes mellitus (T2DM) who completed diabetic complication studies and the Korean version of the Problem Areas in Diabetes Survey (PAID-K). A total score of PAID-K ≥ 40 was considered indicative of high distress. Individuals with high distress (n = 589) had significantly higher levels of glycated hemoglobin than those without distress (7.4% vs. 7.1%, p < 0.001). This trend persisted throughout the 3-year follow-up period. Higher PAID-K scores were associated with younger age, female gender, longer duration of diabetes, and higher carbohydrate intake (all p < 0.05). There was a significant association between high distress and diabetic neuropathy (adjusted odds ratio, 1.63; p = 0.002), but no significant association was found with other complications, including retinopathy, albuminuria, and carotid artery plaque. In conclusion, high diabetes distress was associated with uncontrolled hyperglycemia and higher odds of having diabetic neuropathy.
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Affiliation(s)
- Hye-Sun Park
- Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Yongin Cho
- Department of Endocrinology and Metabolism, Inha University College of Medicine, Incheon, Korea
| | - Da Hea Seo
- Department of Endocrinology and Metabolism, Inha University College of Medicine, Incheon, Korea
| | - Seong Hee Ahn
- Department of Endocrinology and Metabolism, Inha University College of Medicine, Incheon, Korea
| | - Seongbin Hong
- Department of Endocrinology and Metabolism, Inha University College of Medicine, Incheon, Korea
| | - Young Ju Suh
- Department of Biomedical Sciences, Inha University College of Medicine, Incheon, Korea
| | - Suk Chon
- Department of Endocrinology and Metabolism, Kyung Hee University School of Medicine, Seoul, Korea
| | - Jeong-Taek Woo
- Department of Endocrinology and Metabolism, Kyung Hee University School of Medicine, Seoul, Korea
| | - Sei Hyun Baik
- Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea
| | - Kwan Woo Lee
- Department of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, Republic of Korea
| | - So Hun Kim
- Department of Endocrinology and Metabolism, Inha University College of Medicine, Incheon, Korea.
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Inha University College of Medicine, 27, Inhang-ro, Joong-gu, Incheon, 22332, Korea.
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Kelly RC, Holt RIG, Desborough L, Majidi S, Town M, Naranjo D, Messer L, Barnard E, Soderberg J, Barnard-Kelly K. The psychosocial burdens of living with diabetes. Diabet Med 2024; 41:e15219. [PMID: 37660355 DOI: 10.1111/dme.15219] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 08/30/2023] [Accepted: 08/31/2023] [Indexed: 09/05/2023]
Abstract
AIM To better understand the prevalence of self-reported psychosocial burdens and the unmet needs identified by people with diabetes in relation to routine diabetes visits. METHODS An English language, online survey was distributed via social media, key stakeholder networks, charity and advocacy groups to adults with type 1 diabetes or type 2 diabetes. Survey items were designed by members of the FDA RESCUE Collaborative Community Governing Committee prior to pilot testing with potential participants. Descriptive statistical analyses were conducted, as well as thematic analyses on free-text responses using NVivo v14. RESULTS Four hundred and seventy-eight participants completed the survey: 373 (78%) had type 1 diabetes, 346 (73%) identified as a woman and 433 (91%) were white. Most participants had experienced self-reported (rather than diagnosed) anxiety and depression (n = 323 and n = 313, respectively), as well as fear of low blood sugars (n = 294), low mood (n = 290) and diabetes-related distress (n = 257). Sixty-eight percent reported that diabetes had negatively affected self-esteem, 62% reported the feelings of loneliness, but 93% reported that friends/family/work colleagues were supportive when needed. Two hundred and seventy-two percent (57%) reported that their diabetes team had never raised the topic of mental health. The overwhelming majority stated that the best thing their diabetes team could do to help was to simply ask about mental well-being, listen with empathy and without judgement, and practice skills to understand psychosocial issues in diabetes. CONCLUSION Integrating psychosocial discussions and support within routine healthcare visits is crucial to improve outcomes for people with diabetes. Such a biopsychosocial model of healthcare has long been advocated by regulatory bodies.
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Affiliation(s)
- Ryan Charles Kelly
- Spotlight Consultations Ltd, Portsmouth, UK
- Southern Health NHS Foundation Trust, Southampton, UK
| | - Richard I G Holt
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK
- Southampton National Institute for Health Research Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | | | - Shideh Majidi
- Childrens National Hospital, Washington, District of Columbia, USA
| | | | | | - Laurel Messer
- Barbara Davis Center, School of Medicine, University of Colorado, Denver, Colorado, USA
- Tandem Diabetes Care, San Diego, California, USA
| | - Ethan Barnard
- Southern Health NHS Foundation Trust, Southampton, UK
- BHR Ltd, Fareham, UK
| | | | - Katharine Barnard-Kelly
- Spotlight Consultations Ltd, Portsmouth, UK
- Southern Health NHS Foundation Trust, Southampton, UK
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Mahala S, Basu G, Halder I. Burden and predictors of distress among persons with type 2 diabetes mellitus: Excerpts of an observational study from Eastern India. J Family Med Prim Care 2024; 13:1042-1048. [PMID: 38736824 PMCID: PMC11086760 DOI: 10.4103/jfmpc.jfmpc_1525_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 12/02/2023] [Accepted: 12/08/2023] [Indexed: 05/14/2024] Open
Abstract
Context Diabetes distress (DD) is a common psychological condition distinct from depression. This is a unique, hidden emotional burden and worry that the patient experiences under ongoing treatment. Aim To assess the prevalence and predictors of DD among adult diabetics attending a tertiary healthcare facility. Settings and Design This hospital-based observational, analytical, cross-sectional study recruited 152 adult patients with type 2 diabetes. Materials and Methods The sociodemographic and diabetes-related information was collected with the help of a predesigned, structured proforma. Clinical and anthropometric examinations were conducted. Distress was determined by the standardized Diabetic Distress Scale (DDS). Statistical Analysis Used: The mean (SE) value was calculated for quantitative variables. The mean item score in DDS of ≥2 is taken as the presence of distress. Fisher's exact Chi-square test was done to check for association. Two-tailed significance test with a P value of < 0.05 was considered statistically significant. Results Majority of study participants were literate, married, and from the lower middle socioeconomic class. High blood pressure was the most common co-morbidity and tobacco use was the most prevalent addiction. The prevalence of diabetes distress was 77.0%. Emotional DD was found to be more common than regimen, interpersonal, and physician-related DD. The major determinants that emerged were young age, low socioeconomic class, physical inactivity, longer time duration to reach the hospital, associated known co-morbidities, and poor glycaemic control. Conclusion A target-specific and routine counseling sessions merged with pronged strategic services are essential to improve the mental health of respondents.
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Affiliation(s)
- Swastik Mahala
- Department of Community Medicine, College of Medicine and JNM Hospital, Kalyani, West Bengal, India
| | - Gandhari Basu
- Department of Community Medicine, College of Medicine and JNM Hospital, Kalyani, West Bengal, India
| | - Indranil Halder
- Department of Pulmonary Medicine, College of Medicine and JNM Hospital, Kalyani, West Bengal, India
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O'Brien CL, Apputhurai P, Knowles SR, Jenkins ZM, Ski CF, Thompson DR, Moore G, Ward G, Loh M, Castle DJ. Initial evaluation of the Optimal Health Program for people with diabetes: 12-month outcomes of a randomised controlled trial. Psychol Health 2024; 39:358-378. [PMID: 35465777 DOI: 10.1080/08870446.2022.2060507] [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: 03/30/2021] [Accepted: 03/26/2022] [Indexed: 10/18/2022]
Abstract
OBJECTIVE This study aimed to evaluate if a new Mental health IN DiabeteS Optimal Health Program (MINDS OHP) compared with usual care in adults with Type 1 and Type 2 diabetes would improve psychosocial outcomes including self-efficacy and quality of life.Design and Main Outcome Measures This initial randomised controlled trial evaluated MINDS OHP compared with usual care. Participants were recruited through outpatient clinics and community organisations. The intervention group received nine sessions with assessments over twelve months. Primary outcomes were self-efficacy and quality of life. Secondary outcomes included diabetes distress and anxiety. RESULTS There were 51 participants in the control group (mean age = 52) and 55 in the intervention group (mean age = 55). There were significant main effects of time in general self-efficacy, diabetes distress, diabetes self-efficacy, and illness perceptions, however no significant between-group differences in primary or secondary outcomes. Post-hoc analyses revealed MINDS OHP improved diabetes self-efficacy for participants with mild to severe depression and anxiety, with a small effect. CONCLUSION Initial evaluation found MINDS OHP was associated with improved diabetes self-efficacy for adults with diabetes, for people with mild to severe levels of distress, with small effect. Further research is required to explore whether this disease-specific, collaborative care-focused intervention benefits the mental health of people with diabetes.
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Affiliation(s)
- Casey L O'Brien
- Department of Psychiatry, The University of Melbourne, Melbourne, Australia
- Mental Health Service St. Vincent's Hospital, Mental Health Service, Melbourne, Australia
| | - Pragalathan Apputhurai
- Department of Psychological Sciences, Swinburne University of Technology, Melbourne, Australia
| | - Simon R Knowles
- Department of Psychiatry, The University of Melbourne, Melbourne, Australia
- Mental Health Service St. Vincent's Hospital, Mental Health Service, Melbourne, Australia
- Department of Psychological Sciences, Swinburne University of Technology, Melbourne, Australia
| | - Zoe M Jenkins
- Department of Psychiatry, The University of Melbourne, Melbourne, Australia
- Mental Health Service St. Vincent's Hospital, Mental Health Service, Melbourne, Australia
| | - Chantal F Ski
- Department of Psychiatry, The University of Melbourne, Melbourne, Australia
- Integrated Care Academy, University of Suffolk, Ipswich, UK
| | - David R Thompson
- Department of Psychiatry, The University of Melbourne, Melbourne, Australia
- School of Nursing and Midwifery, Queen's University Belfast, Belfast, UK
| | - Gaye Moore
- Department of Psychiatry, The University of Melbourne, Melbourne, Australia
- Mental Health Service St. Vincent's Hospital, Mental Health Service, Melbourne, Australia
| | - Glenn Ward
- Department of Endocrinology, St. Vincent's Hospital, Melbourne, Australia
| | - Margaret Loh
- Department of Endocrinology, St. Vincent's Hospital, Melbourne, Australia
| | - David J Castle
- Department of Psychiatry, The University of Melbourne, Melbourne, Australia
- Mental Health Service St. Vincent's Hospital, Mental Health Service, Melbourne, Australia
- Department of Psychological Sciences, Swinburne University of Technology, Melbourne, Australia
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Hermanns N, Kulzer B, Ehrmann D. Person-reported outcomes in diabetes care: What are they and why are they so important? Diabetes Obes Metab 2024; 26 Suppl 1:30-45. [PMID: 38311448 DOI: 10.1111/dom.15471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 01/10/2024] [Accepted: 01/12/2024] [Indexed: 02/06/2024]
Abstract
In this review, we aim to show how person-reported outcomes (PROs) and person-reported experiences (PREs) can significantly contribute to the way diabetes care is delivered, the involvement of people with diabetes in diabetes care, and the collaboration between health care professionals and people with diabetes. This review focuses on the definition and measurement of PROs and PREs, the importance of PROs and PREs for person-centred diabetes care, and integrating the perspectives of people with diabetes in the evaluation of medical, psychological and technological interventions. PROs have been increasingly accepted by Health Technology Assessment bodies and are therefore valued in the context of reimbursement decisions and consequently by regulators and other health care stakeholders for the allocation of health care resources. Furthermore, the review identified current challenges to the assessment and use of PROs and PREs in clinical care and research. These challenges relate to the combination of questionnaires and ecological momentary assessment for measuring PROs and PREs, lack of consensus on a core outcome set, limited sensitivity to change within many measures and insufficient standardization of what can be considered a minimal clinically important difference. Another issue that has not been sufficiently addressed is the involvement of people with diabetes in the design and development of measures to assess PROs and PREs.
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Affiliation(s)
- Norbert Hermanns
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Department of Clinical Psychology and Psychotherapy, Otto-Friedrich-University of Bamberg, Bamberg, Germany
| | - Bernhard Kulzer
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Department of Clinical Psychology and Psychotherapy, Otto-Friedrich-University of Bamberg, Bamberg, Germany
| | - Dominic Ehrmann
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Department of Clinical Psychology and Psychotherapy, Otto-Friedrich-University of Bamberg, Bamberg, Germany
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Bai S, Wang J, Liu J, Miao Y, Zhang A, Zhang Z. Analysis of depression incidence and influence factors among middle-aged and elderly diabetic patients in China: based on CHARLS data. BMC Psychiatry 2024; 24:146. [PMID: 38383298 PMCID: PMC10880197 DOI: 10.1186/s12888-023-05473-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 12/20/2023] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND To investigate the incidence of depression in middle-aged and elderly patients with diabetes in China and the influencing factors to provide a theoretical basis to improve the mental health of middle-aged and elderly patients with diabetes and formulate prevention, control, and intervention strategies. METHODS The sample of this study was obtained from the China Health and Aging Tracking Survey (CHARLS) 2018 survey data, and middle-aged and older patients with diabetes(responding "Yes" to the questionnaire: "Have you ever been told by a doctor that you have diabetes or elevated blood glucose [including abnormal glucose tolerance and elevated fasting glucose]?") aged ≥ 45 years were selected as study subjects (n = 2,613 ). Depressive symptoms of the study subjects were determined using the simplified version of the Depression Scale for Epidemiological Surveys scores(a score ≥ 10 was defined as depression), influence factors were analyzed using binary logistic regression, and proportion of depressive symptoms was standardized using the sex ratio of the seventh census. RESULTS Among the 2,613 middle-aged and elderly patients with diabetes, 1782 (68.2%) had depressive symptoms and 831 (31.8%) had no depressive symptoms. There were 481 (27.0%) patients aged 45-59 years, 978 (54.9%) aged 60-74 years, and 323 (18.1%) aged ≥ 75 years. The depression rate among middle-aged and elderly Chinese patients with diabetes after standardization correction was 67.5%. Binary logistic regression results showed that age, education level, life satisfaction, marital satisfaction, self-rated health grade, somatic pain, visual impairment, physical disability, and the presence of comorbid chronic diseases were factors that influenced the onset of depression in middle-aged and elderly Chinese patients with diabetes (P < 0.05). CONCLUSION According to a survey analysis of the CHARLS 2018 data, depression is influenced by a combination of factors among middle-aged and elderly patients with diabetes in China. Therefore, for this population, targeted prevention and control should be carried out for key populations, such as middle-aged and elderly people, poor physical health, and low life satisfaction and marital satisfaction, from various dimensions (e.g., demographic and sociological factors, physical health status, and life satisfaction and marital satisfaction).
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Affiliation(s)
- Shuo Bai
- Affiliated Hospital of Yangzhou University, Yangzhou, China
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Jinsong Wang
- Affiliated Hospital of Yangzhou University, Yangzhou, China.
- School of Nursing, Yangzhou University, Yangzhou, China.
| | - Jinteng Liu
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Yamin Miao
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Anqi Zhang
- School of Nursing, Yangzhou University, Yangzhou, China
| | - Ziyi Zhang
- School of Nursing, Yangzhou University, Yangzhou, China
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Sommer J, Linnenkamp U, Gontscharuk V, Andrich S, Brüne M, Schmitz-Losem I, Kruse J, Evers SMAA, Hiligsmann M, Hoffmann B, Icks A. Prospective health care costs and lost work days associated with diabetes-related distress and depression symptoms among 1488 individuals with diabetes. Sci Rep 2024; 14:3621. [PMID: 38351084 PMCID: PMC10864264 DOI: 10.1038/s41598-024-52361-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 01/17/2024] [Indexed: 02/16/2024] Open
Abstract
The aim of this study was to investigating the impact of major depression symptoms and diabetes-related distress on future health care costs and lost workdays in individuals with diabetes. We linked survey data from a random sample of a German statutory health insurance (SHI) with diabetes (n = 1488, 63.0% male, mean age 66.9 years) with their SHI data one year after the survey. Within the survey data we identified major depression symptoms (Patient Health Questionnaire-9) and diabetes-related distress (Problem Areas in Diabetes Scale). We retrieved health care costs and lost workdays from SHI data. To assess the impact of major depression symptoms and diabetes-related distress on health care costs and lost workdays, we adjusted regression models for age, sex, education, employment status, and diabetes duration, type, and severity. Major depression symptoms were associated with significantly higher costs (by a factor of 1.49; 95% CI: 1.18-1.88). Lost workdays were also more likely for respondents with depression symptoms (RR1.34; 0.97-1.86). Health care costs (by a factor of 0.81; 0.66-1.01) and the risk of lost workdays (RR 0.86; 0.62-1.18) may be lower among respondents with high diabetes-related distress. While major depression and diabetes-related distress have overlapping indicators, our results indicate different impacts on health care costs.
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Affiliation(s)
- Jana Sommer
- Institute for Health Services Research and Health Economics, German Diabetes Center (DDZ), Düsseldorf at the Heinrich-Heine University Düsseldorf, Leibniz Center for Diabetes Research at the Heinrich Heine University, Auf'm Hennekamp 65, 40225, Duesseldorf, Germany
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty, Heinrich Heine University, Moorenstraße 5, 40225, Duesseldorf, Germany
- German Center for Diabetes Research (DZD), Ingolstaedter Landstraße 1, 85764, Neuherberg, Germany
| | - Ute Linnenkamp
- Institute for Health Services Research and Health Economics, German Diabetes Center (DDZ), Düsseldorf at the Heinrich-Heine University Düsseldorf, Leibniz Center for Diabetes Research at the Heinrich Heine University, Auf'm Hennekamp 65, 40225, Duesseldorf, Germany.
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty, Heinrich Heine University, Moorenstraße 5, 40225, Duesseldorf, Germany.
- German Center for Diabetes Research (DZD), Ingolstaedter Landstraße 1, 85764, Neuherberg, Germany.
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands.
| | - Veronika Gontscharuk
- Institute for Health Services Research and Health Economics, German Diabetes Center (DDZ), Düsseldorf at the Heinrich-Heine University Düsseldorf, Leibniz Center for Diabetes Research at the Heinrich Heine University, Auf'm Hennekamp 65, 40225, Duesseldorf, Germany
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty, Heinrich Heine University, Moorenstraße 5, 40225, Duesseldorf, Germany
- German Center for Diabetes Research (DZD), Ingolstaedter Landstraße 1, 85764, Neuherberg, Germany
| | - Silke Andrich
- Institute for Health Services Research and Health Economics, German Diabetes Center (DDZ), Düsseldorf at the Heinrich-Heine University Düsseldorf, Leibniz Center for Diabetes Research at the Heinrich Heine University, Auf'm Hennekamp 65, 40225, Duesseldorf, Germany
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty, Heinrich Heine University, Moorenstraße 5, 40225, Duesseldorf, Germany
- German Center for Diabetes Research (DZD), Ingolstaedter Landstraße 1, 85764, Neuherberg, Germany
| | - Manuela Brüne
- Institute for Health Services Research and Health Economics, German Diabetes Center (DDZ), Düsseldorf at the Heinrich-Heine University Düsseldorf, Leibniz Center for Diabetes Research at the Heinrich Heine University, Auf'm Hennekamp 65, 40225, Duesseldorf, Germany
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty, Heinrich Heine University, Moorenstraße 5, 40225, Duesseldorf, Germany
- German Center for Diabetes Research (DZD), Ingolstaedter Landstraße 1, 85764, Neuherberg, Germany
| | | | - Johannes Kruse
- Clinic for Psychosomatic and Psychotherapy, University Clinic Gießen, Friedrichstraße 33, 35392, Gießen, Germany
| | - Silvia M A A Evers
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
- Trimbos Institute, Netherlands Institute of Mental Health and Addiction, Utrecht, the Netherlands
| | - Mickaël Hiligsmann
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Barbara Hoffmann
- Institute for Occupational, Social and Environmental Medicine, Centre for Health and Society, Faculty of Medicine, Heinrich-Heine University Düsseldorf, Gurlittstr. 55/II, 40223, Düsseldorf, Germany
| | - Andrea Icks
- Institute for Health Services Research and Health Economics, German Diabetes Center (DDZ), Düsseldorf at the Heinrich-Heine University Düsseldorf, Leibniz Center for Diabetes Research at the Heinrich Heine University, Auf'm Hennekamp 65, 40225, Duesseldorf, Germany
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty, Heinrich Heine University, Moorenstraße 5, 40225, Duesseldorf, Germany
- German Center for Diabetes Research (DZD), Ingolstaedter Landstraße 1, 85764, Neuherberg, Germany
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Pereira CS, Santiago LM, Rosendo Silva I, Ferreira P. Validation and Cultural Adaptation of the Problem Areas in Diabetes-5 (PAID-5) Scale to European Portuguese. ACTA MEDICA PORT 2024; 37:36-41. [PMID: 37498193 DOI: 10.20344/amp.18995] [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: 01/20/2023] [Accepted: 05/26/2023] [Indexed: 07/28/2023]
Abstract
INTRODUCTION Diabetes distress syndrome (DDS) can lead to poor outcomes and should be assessed with adapted and validated tools. One of these tools is the Problem Areas in Diabetes (PAID) scale, which assesses diabetes distress in people suffering from diabetes (PsD). A short five-item form, PAID-5, is an easier and quicker alternative to be used in clinical and research practices, than the previous one with 20-items and has been validated by the original authors. This study intended to perform the cultural adaptation and validation of the PAID-5 scale in European Portuguese. METHODS To create the Portuguese version of PAID-5, translation-back translation, a clinical review, and a cognitive debriefing panel were performed. A convenience sample of 90 PsD was studied in three primary healthcare units for reliability and validity tests. Reliability was studied by the internal consistency (Cronbach's alpha) and the interval coefficient correlation (ICC) under a test-retest design. Structural validity was studied by principal component analysis. The construct validity was tested by the sensitivity of the PAID-5 total score with age, most recent HbA1c test, and socioeconomic class by the Socio-Economic Deprivation Index (SEDI). Criterion validity was tested by correlating the PAID-5 total score with the psychological distress questions of the Diabetes Health Profile 18 Questions (DHP-PDQ). RESULTS A Cronbach's alpha coefficient value of 0.905 and an ICC of 0.905 were computed. In a sample of n = 90 PsD, 55.6% were males, 63.3% aged 65 years or more, SEDI was 5.2 ± 0.8 [3 to 6], 44.4% studied for less than 4 years, and 18.9% were living alone. The Spearman correlation between PAID-5 and DHP-PDQ total scores was ρ = 0.382, p < 0.001, between PAID-5 total score and age was ρ = -0.207, p = 0.050 and between PAID-5 total score and most recent HbA1c knowledge was ρ = 0.275, p = 0.040. There was no significant relationship between PAID-5 total score and SEDI ρ = 0.080, p = 0.452. CONCLUSION DDS can now be assessed in the Portuguese context, accounting for better intervention by primary care teams. PAID-5 has good psychometric properties and is a reliable scale to identify diabetes-specific distress in the Portuguese diabetic population.
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Affiliation(s)
| | - Luiz Miguel Santiago
- Faculdade de Medicina. Universidade de Coimbra. Coimbra. & Centro de Estudos e Investigação em Saúde - CEISUC. Universidade de Coimbra. Coimbra. Portugal
| | - Inês Rosendo Silva
- Faculdade de Medicina. Universidade de Coimbra. Coimbra. & Unidade de Saúde Familiar Coimbra Centro. Agrupamento de Centros de Saúde Baixo Mondego. Coimbra. Portugal
| | - Pedro Ferreira
- Centro de Estudos e Investigação em Saúde - CEISUC. Universidade de Coimbra. Coimbra. Portugal
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Sherifali D, Whitmore C, Naeem F, Melamed OC, Dragonetti R, Kouzoukas E, Marttila J, Tang F, Tanzini E, Ramdass S, Selby P. Technology-Enabled Collaborative Care for Type-2 Diabetes and Mental Health (TECC-D): Findings From a Mixed Methods Feasibility Trial of a Responsive Co-Designed Virtual Health Coaching Intervention. Int J Integr Care 2024; 24:12. [PMID: 38370569 PMCID: PMC10870944 DOI: 10.5334/ijic.7608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 02/08/2024] [Indexed: 02/20/2024] Open
Abstract
Introduction Type-2 diabetes (T2D) is a complex chronic condition associated with a lower quality of life due to disease specific distress. While there is growing support for personalized diabetes programs, care for mental health challenges is often fragmented and limited by access to psychiatry, and integration of care. The use of communication technology to improve team based collaborative care to bridge these gaps is promising but untested. Methods We conducted an explanatory sequential mixed methods study to assess the feasibility and acceptability of the co-designed Technology-Enabled Collaborative Care for Diabetes and Mental Health (TECC-D) program. Participants included adults aged ≥18 years who had a clinical diagnosis of T2D, and self-reported mental health concerns. Results 31 participants completed the 8-week virtual TECC-D program. Findings indicate that the program is feasible and acceptable and indicate that there is a role for virtual diabetes and mental health care. Discussion The TECC-D program, designed through an iterative co-design process and supported by innovative, responsive adaptations led to good uptake and satisfaction. Conclusion The TECC-D model is a feasible and scalable care solution that empowers individuals living with T2D and mental health concerns to take an active role in their care.
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Affiliation(s)
- Diana Sherifali
- School of Nursing, McMaster University, Hamilton ON Canada
- Population Health Research Institute, Hamilton ON Canada
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto ON Canada
| | - Carly Whitmore
- School of Nursing, McMaster University, Hamilton ON Canada
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto ON Canada
| | - Farooq Naeem
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto ON Canada
| | - Osnat C. Melamed
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto ON Canada
- Department of Family and Community Medicine, University of Toronto, Toronto ON Canada
| | - Rosa Dragonetti
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto ON Canada
- Department of Family and Community Medicine, University of Toronto, Toronto ON Canada
| | - Erika Kouzoukas
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto ON Canada
| | | | - Frank Tang
- Diabetes Action Canada, Toronto ON Canada
| | - Elise Tanzini
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto ON Canada
| | - Seeta Ramdass
- Diabetes Action Canada, Toronto ON Canada
- Office of Social Accountability and Community Engagement, McGill University, Montreal QC Canada
| | - Peter Selby
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto ON Canada
- Department of Family and Community Medicine, University of Toronto, Toronto ON Canada
- Department of Psychiatry, University of Toronto, Toronto ON Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto ON Canada
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