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Green JB, Crowley MJ, Thirunavukkarasu S, Maruthur NM, Oldenburg B. The Final Frontier in Diabetes Care: Implementing Research in Real-World Practice. Diabetes Care 2024; 47:1299-1310. [PMID: 38907682 DOI: 10.2337/dci24-0001] [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] [Received: 03/11/2024] [Accepted: 04/25/2024] [Indexed: 06/24/2024]
Abstract
Despite extensive evidence related to the prevention and management of type 2 diabetes (T2D) and its complications, most people at risk for and people who have diabetes do not receive recommended guideline-based care. Clinical implementation of proven care strategies is of the utmost importance because without this, even the most impressive research findings will remain of purely academic interest. In this review, we discuss the promise and challenges of implementing effective approaches to diabetes prevention and care in the real-world setting. We describe successful implementation projects in three critical areas of diabetes care-diabetes prevention, glycemic control, and prevention of diabetes-related complications-which provide a basis for further clinical translation and an impetus to improve the prevention and control of T2D in the community. Advancing the clinical translation of evidence-based care must include recognition of and assessment of existing gaps in care, identification of barriers to the delivery of optimal care, and a locally appropriate plan to address and overcome these barriers. Care models that promote team-based approaches, rather than reliance on patient-provider interactions, will enhance the delivery of contemporary comprehensive diabetes care.
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Affiliation(s)
- Jennifer B Green
- Division of Endocrinology, Department of Medicine, and Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
| | - Matthew J Crowley
- Division of Endocrinology, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Sathish Thirunavukkarasu
- Department of Family and Preventive Medicine, Emory School of Medicine, Atlanta, GA
- Emory Global Diabetes Research Center, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Nisa M Maruthur
- Division of General Internal Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Brian Oldenburg
- Department of Public Health and Implementation Science, La Trobe University, and Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
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Chibane S, Berot A, Lukas-Croisier C, Dollez L, Barraud S, Delemer B, Vitellius G. Evaluation of the transition program at the University Hospital of Reims from 2015 to 2020. J Diabetes Investig 2024. [PMID: 39039703 DOI: 10.1111/jdi.14263] [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: 01/10/2024] [Revised: 06/16/2024] [Accepted: 06/19/2024] [Indexed: 07/24/2024] Open
Abstract
The transition of young type 1 diabetic (T1D) patients from pediatric to adult healthcare is a high-risk period of loss to follow-up. Since 2015, we have implemented a transition program, involving both pediatric and adult clinicians. The main objective was to evaluate the number of patients who had succeeded this transition program at 1 year. We found that 86% of patients underwent the complete transition program. However, adverse outcomes occurred in 19.1% of patients at 1 year but decreased to 2.9% after 3 years. In 63% of patients their HbA1c level had deteriorated 1 year after the transition day and this level stabilized at around 8% in the following 2 and 3 years. In patients who had improved HbA1c levels the body mass index was lower (P = 0.03) and they lived alone (P = 0.04). Although our program seemed to allow a better follow-up than previously described, this study highlights the importance of further supporting this transition period.
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Affiliation(s)
- Sonia Chibane
- Endocrinology, Diabetology and Nutrition Department, Robert Debré University Hospital, Reims, France
| | - Aurélie Berot
- American Memorial Hospital, University Hospital, Reims, France
| | - Céline Lukas-Croisier
- Endocrinology, Diabetology and Nutrition Department, Robert Debré University Hospital, Reims, France
| | - Laure Dollez
- American Memorial Hospital, University Hospital, Reims, France
| | - Sara Barraud
- Endocrinology, Diabetology and Nutrition Department, Robert Debré University Hospital, Reims, France
- CRESTIC EA 3804, Reims, France
| | - Brigitte Delemer
- Endocrinology, Diabetology and Nutrition Department, Robert Debré University Hospital, Reims, France
- CRESTIC EA 3804, Reims, France
| | - Géraldine Vitellius
- Endocrinology, Diabetology and Nutrition Department, Robert Debré University Hospital, Reims, France
- Faculty of Sport Sciences, Performance, Health, Metrology, Society Laboratory, Reims, France
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Zhang K, Huang Q, Wang Q, Li C, Zheng Q, Li Z, Xu D, Xie C, Zhang M, Lin R. Telemedicine in Improving Glycemic Control Among Children and Adolescents With Type 1 Diabetes Mellitus: Systematic Review and Meta-Analysis. J Med Internet Res 2024; 26:e51538. [PMID: 38981114 PMCID: PMC11267117 DOI: 10.2196/51538] [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: 08/02/2023] [Revised: 02/28/2024] [Accepted: 05/21/2024] [Indexed: 07/11/2024] Open
Abstract
BACKGROUND Type 1 diabetes mellitus (T1DM) is the most common chronic autoimmune disease among children and adolescents. Telemedicine has been widely used in the field of chronic disease management and can benefit patients with T1DM. However, existing studies lack high-level evidence related to the effectiveness of telemedicine for glycemic control in children and adolescents with T1DM. OBJECTIVE This study aims to systematically review the evidence on the effectiveness of telemedicine interventions compared with usual care on glycemic control among children and adolescents with T1DM. METHODS In this systematic review and meta-analysis, we searched PubMed, Cochrane Library, Embase, Web of Science (all databases), and CINAHL Complete from database inception to May 2023. We included randomized controlled trials (RCTs) that evaluated the effectiveness of a telemedicine intervention on glycemic control in children and adolescents with T1DM. In total, 2 independent reviewers performed the study selection and data extraction. Study quality was assessed using the Cochrane Risk of Bias 2 tool. Our primary outcome was glycated hemoglobin (HbA1c) levels. Secondary outcomes were quality of life, self-monitoring of blood glucose, the incidence of hypoglycemia, and cost-effectiveness. A random-effects model was used for this meta-analysis. RESULTS Overall, 20 RCTs (1704 participants from 12 countries) were included in the meta-analysis. Only 5% (1/20) of the studies were at high risk of bias. Compared to usual care, telemedicine was found to reduce HbA1c levels by 0.22 (95% CI -0.33 to -0.10; P<.001; I2=35%). There was an improvement in self-monitoring of blood glucose (mean difference [MD] 0.54, 95% CI -0.72 to 1.80; P=.40; I2=67.8%) and the incidence of hypoglycemia (MD -0.15, 95% CI -0.57 to 0.27; P=.49; I2=70.7%), although this was not statistically significant. Moreover, telemedicine had no convincing effect on the Diabetes Quality of Life for Youth score (impact of diabetes: P=.59; worries about diabetes: P=.71; satisfaction with diabetes: P=.68), but there was a statistically significant improvement in non-youth-specific quality of life (MD -0.24, 95% CI -0.45 to -0.02; P=.04; I2=0%). Subgroup analyses revealed that the effect of telemedicine on HbA1c levels appeared to be greater in studies involving children (MD -0.41, 95% CI -0.62 to -0.20; P<.001), studies that lasted <6 months (MD -0.32, 95% CI -0.48 to -0.17; P<.001), studies where providers used smartphone apps to communicate with patients (MD -0.37, 95% CI -0.53 to -0.21; P<.001), and studies with medication dose adjustment (MD -0.25, 95% CI -0.37 to -0.12; P<.001). CONCLUSIONS Telemedicine can reduce HbA1c levels and improve quality of life in children and adolescents with T1DM. Telemedicine should be regarded as a useful supplement to usual care to control HbA1c levels and a potentially cost-effective mode. Meanwhile, researchers should develop higher-quality RCTs using large samples that focus on hard clinical outcomes, cost-effectiveness, and quality of life.
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Affiliation(s)
- Kun Zhang
- School of Nursing, Fujian Medical University, Fuzhou, China
| | - Qiyuan Huang
- School of Nursing, Fujian Medical University, Fuzhou, China
| | - Qiaosong Wang
- School of Nursing, Fujian Medical University, Fuzhou, China
- Department of Nursing, The First Affiliated Hospital of Fujian Medical University, Fujian Medical University, Fuzhou, China
| | - Chengyang Li
- School of Nursing, Fujian Medical University, Fuzhou, China
| | - Qirong Zheng
- School of Nursing, Fujian Medical University, Fuzhou, China
| | - Zhuoyue Li
- Department of Infectious diseases, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Dan Xu
- Foreign Language Department, Xuzhou Medical University, Xuzhou, China
| | - Cuiling Xie
- School of Nursing, Fujian Medical University, Fuzhou, China
| | - Mingqi Zhang
- School of Nursing, Fujian Medical University, Fuzhou, China
| | - Rongjin Lin
- School of Nursing, Fujian Medical University, Fuzhou, China
- Department of Nursing, The First Affiliated Hospital of Fujian Medical University, Fujian Medical University, Fuzhou, China
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Tabassum Z, Rahman S, Iqbal MT, Amir S, Siddiqui A. An Insight on the Rising Trends in Telemedicine and Health. Ann Biomed Eng 2024; 52:1549-1550. [PMID: 37594568 DOI: 10.1007/s10439-023-03347-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 08/07/2023] [Indexed: 08/19/2023]
Affiliation(s)
- Zobia Tabassum
- Department of Medicine, Jinnah Sindh Medical University, Karachi, Pakistan.
| | - Sara Rahman
- Department of Medicine, Services Institute of Medical Sciences, Lahore, Pakistan
| | | | - Sidra Amir
- Department of Medicine, DOW University of Health Sciences, Karachi, Pakistan
| | - Amna Siddiqui
- Department of Medicine, Karachi Medical and Dental College, Karachi, Pakistan
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Tajdar D, Lühmann D, Walther L, Bittner L, Scherer M, Schäfer I. Effects of Two COVID-19 Lockdowns on HbA1c Levels in Patients with Type 1 Diabetes and Associations with Digital Treatment, Health Literacy, and Diabetes Self-Management: A Multicenter, Observational Cohort Study Over 3 Years. Diabetes Ther 2024; 15:1375-1388. [PMID: 38642263 PMCID: PMC11096287 DOI: 10.1007/s13300-024-01574-x] [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: 01/24/2024] [Accepted: 03/22/2024] [Indexed: 04/22/2024] Open
Abstract
INTRODUCTION Short-term studies reported improved glycemic control and a decrease in eHbA1c (estimated hemoglobin A1c) in patients with type 1 diabetes during COVID-19 lockdown, but long-term changes are unknown. Therefore, the main objectives are to (1) analyze whether laboratory-measured HbA1c changed during and after two lockdowns and (2) investigate potential variables influencing HbA1c change. METHODS In this cohort study, 291 adults with type 1 diabetes were followed over 3 years including the prepandemic phase and two lockdowns. The data from medical records and validated questionnaires assessing health literacy (HLS-EU-Q16), diabetes self-management (DSMQ-R27), general self-efficacy (GSE), and social support (F-SOZU-K14) were used to analyze associations with HbA1c levels (N = 2370) by performing multivariable linear regressions. RESULTS The median age was 54 (38-63) years and 159 (54.6%) were male. All phases of the COVID-19 pandemic were associated with a significant increase in laboratory-measured HbA1c levels in percent (e.g., during first lockdown β = 0.23, 95% confidence interval (CI) 0.07-0.39, p = 0.005; during the second lockdown, β = 0.27, 95% CI 0.15-0.38, p < 0.001). HbA1c change during lockdowns was significantly affected by the number of checkups (β = -0.03, 95% CI -0.05 to -0.01, p = 0.010), the value of HbA1c at previous observation (β = 0.33, 95% CI 0.29-0.36, p < 0.001), educational level (secondary versus tertiary: β = 0.22, 95% CI 0.06-0.38, p = 0.008; primary versus tertiary: β = 0.31, 95% CI 0.10-0.52, p = 0.004), health literacy score (for each point: β = -0.03, 95% CI -0.05 to - 0.002, p = 0.034), and diabetes self-management score (for each point: β = -0.03, 95% CI -0.04 to -0.02, p < 0.001). The use of continuous glucose monitoring or insulin pump had no effect on HbA1c change. CONCLUSIONS Lockdowns can lead to worsening glycemic control in patients with type 1 diabetes. Particularly patients with few check-ups, poor blood glucose values, deficits in diabetes self-management, low health literacy, and a low level of education seem to be at greater risk of worsening glycemic control during lockdowns and, therefore, require special medical care, e.g., through telemedicine. TRIAL REGISTRATION ClinicalTrials.gov identifier, NCT04821921.
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Affiliation(s)
- Daniel Tajdar
- Institute and Outpatients Clinic of General Practice/Primary Care, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Dagmar Lühmann
- Institute and Outpatients Clinic of General Practice/Primary Care, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Laura Walther
- Institute and Outpatients Clinic of General Practice/Primary Care, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Lasse Bittner
- Institute and Outpatients Clinic of General Practice/Primary Care, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Martin Scherer
- Institute and Outpatients Clinic of General Practice/Primary Care, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Ingmar Schäfer
- Institute and Outpatients Clinic of General Practice/Primary Care, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany.
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Plachy L, Neuman V, Velichova K, Slavenko MG, Santova A, Anne Amaratunga S, Obermannova B, Kolouskova S, Pruhova S, Sumnik Z, Petruzelkova L. Telemedicine maintains good glucose control in children with type 1 diabetes but is not time saving for healthcare professionals: KITES randomized study. Diabetes Res Clin Pract 2024; 209:111602. [PMID: 38437986 DOI: 10.1016/j.diabres.2024.111602] [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: 01/19/2023] [Revised: 02/20/2024] [Accepted: 02/29/2024] [Indexed: 03/06/2024]
Abstract
AIMS To evaluate glucose control non-inferiority and time benefits of telemedicine follow-up in children with type 1 diabetes (CwD). METHODS In a single-center 9-month-long randomized controlled study (clinicaltrials.gov NCT05484427), 50 children were randomized to either telemedicine group (TG) followed-up distantly by e-mail, or to face-to-face group (FFG) attending standard personal visits. The primary endpoint was non-inferiority of HbA1c at final visit (level of non-inferiority was set at 5 mmol/mol). The secondary endpoints were subcutaneous glucose monitoring parameters and time consumption from both study subjects' and the physicians' point of view. RESULTS Non-inferiority of HbA1c in the TG was proven (mean HbA1C 45.8 ± 7.3 [TG] vs. 50.0 ± 12.6 [FFG] mmol/mol, 6.3 vs. 6.7 % DCCT, p = 0.17; between groups HbA1C difference 95 % CI -10.2 to 1.9 mmol/mol). Telemedicine saved time for participants (mean visit duration [MVD] 50 [TG] vs. 247 min [FFG], p < 0.001). There were no other differences between groups neither in CGM parameters nor physician's time consumption (MVD 19 [TG] vs. 20 min [FFG], p = 0.58). CONCLUSIONS Nine-month telemedicine follow-up of the children with well-controlled T1D is not inferior to standard face-to-face visits. Telemedicine visits saved time for the participants but not for their diabetologists.
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Affiliation(s)
- Lukas Plachy
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic.
| | - Vit Neuman
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic.
| | - Katerina Velichova
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic.
| | - Matvei G Slavenko
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic.
| | - Alzbeta Santova
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic.
| | - Shenali Anne Amaratunga
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic.
| | - Barbora Obermannova
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic.
| | - Stanislava Kolouskova
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic.
| | - Stepanka Pruhova
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic.
| | - Zdenek Sumnik
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic.
| | - Lenka Petruzelkova
- Department of Pediatrics of Second Faculty of Medicine, Charles University in Prague and Motol University Hospital, V Uvalu 84, Prague, 15000, Czech Republic
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Maaitah W, Abdelhay O, Tourkmani A, Azzeh M, Abu-Soud MS, Atiani S. Telemedicine interventions in type 2 diabetes management: a protocol for systematic review and network meta-analysis. BMJ Open 2024; 14:e078100. [PMID: 38388501 PMCID: PMC10884257 DOI: 10.1136/bmjopen-2023-078100] [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: 07/24/2023] [Accepted: 01/08/2024] [Indexed: 02/24/2024] Open
Abstract
INTRODUCTION The consequences of type 2 diabetes mellitus (T2DM) heavily strain individuals and healthcare systems worldwide. Interventions via telemedicine have become a potential tactic to tackle the difficulties in effectively managing T2DM. However, more research is needed to determine how telemedicine interventions affect T2DM management. This study sets out to systematically analyse and report the effects of telemedicine treatments on T2DM management to gain essential insights into the potential of telemedicine as a cutting-edge strategy to improve the outcomes and care delivery for people with T2DM. METHODS AND ANALYSIS To uncover relevant research, we will perform a comprehensive literature search across six databases (PubMed, IEEE, EMBASE, Web of Science, Google Scholar and Cochrane Library). Each piece of data will be extracted separately, and any discrepancies will be worked out through discussion or by a third reviewer. The studies included are randomised controlled trial. We chose by predefined inclusion standards. After the telemedicine intervention, glycated haemoglobin will be the primary outcome. The Cochrane risk-of-bias approach will be used to evaluate the quality of the included studies. RevMan V.5.3.5 software and RStiduo V.4.3.1 software can be used to analyse the data, including publication bias. ETHICS AND DISSEMINATION Since this research will employ publicly accessible documents, ethical approval is unnecessary. The review is registered prospectively on the PROSPERO database. The study's findings will be published in a peer-reviewed journal. PROSPERO REGISTRATION NUMBER CRD42023421719.
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Affiliation(s)
- Wasan Maaitah
- Department of Data Science, Princess Sumaya University for Technology, Amman, Jordan
| | - Osama Abdelhay
- Department of Data Science, Princess Sumaya University for Technology, Amman, Jordan
| | - Ayla Tourkmani
- Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Mohammad Azzeh
- Department of Data Science, Princess Sumaya University for Technology, Amman, Jordan
| | - Mohammad S Abu-Soud
- Department of Data Science, Princess Sumaya University for Technology, Amman, Jordan
| | - Serin Atiani
- Department of Data Science, Princess Sumaya University for Technology, Amman, Jordan
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Nagel J, Wegener F, Grim C, Hoppe MW. Effects of Digital Physical Health Exercises on Musculoskeletal Diseases: Systematic Review With Best-Evidence Synthesis. JMIR Mhealth Uhealth 2024; 12:e50616. [PMID: 38261356 PMCID: PMC10848133 DOI: 10.2196/50616] [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: 07/06/2023] [Revised: 10/21/2023] [Accepted: 11/02/2023] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Musculoskeletal diseases affect 1.71 billion people worldwide, impose a high biopsychosocial burden on patients, and are associated with high economic costs. The use of digital health interventions is a promising cost-saving approach for the treatment of musculoskeletal diseases. As physical exercise is the best clinical practice in the treatment of musculoskeletal diseases, digital health interventions that provide physical exercises could have a highly positive impact on musculoskeletal diseases, but evidence is lacking. OBJECTIVE This systematic review aims to evaluate the impact of digital physical health exercises on patients with musculoskeletal diseases concerning the localization of the musculoskeletal disease, patient-reported outcomes, and medical treatment types. METHODS We performed systematic literature research using the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. The search was conducted using the PubMed, BISp, Cochrane Library, and Web of Science databases. The Scottish Intercollegiate Guidelines Network checklist was used to assess the quality of the included original studies. To determine the evidence and direction of the impact of digital physical health exercises, a best-evidence synthesis was conducted, whereby only studies with at least acceptable methodological quality were included for validity purposes. RESULTS A total of 8988 studies were screened, of which 30 (0.33%) randomized controlled trials met the inclusion criteria. Of these, 16 studies (53%) were of acceptable or high quality; they included 1840 patients (1008/1643, 61.35% female; 3 studies including 197 patients did not report gender distribution) with various musculoskeletal diseases. A total of 3 different intervention types (app-based interventions, internet-based exercises, and telerehabilitation) were used to deliver digital physical health exercises. Strong evidence was found for the positive impact of digital physical health exercises on musculoskeletal diseases located in the back. Moderate evidence was found for diseases located in the shoulder and hip, whereas evidence for the entire body was limited. Conflicting evidence was found for diseases located in the knee and hand. For patient-reported outcomes, strong evidence was found for impairment and quality of life. Conflicting evidence was found for pain and function. Regarding the medical treatment type, conflicting evidence was found for operative and conservative therapies. CONCLUSIONS Strong to moderate evidence was found for a positive impact on musculoskeletal diseases located in the back, shoulder, and hip and on the patient-reported outcomes of impairment and quality of life. Thus, digital physical health exercises could have a positive effect on a variety of symptoms of musculoskeletal diseases.
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Affiliation(s)
- Johanna Nagel
- Movement and Training Science, Leipzig University, Leipzig, Germany
| | - Florian Wegener
- Movement and Training Science, Leipzig University, Leipzig, Germany
| | - Casper Grim
- Center for Musculoskeletal Surgery Osnabrück, Klinikum Osnabrück, Osnabrück, Germany
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Handa T, Onoue T, Kobayashi T, Maeda R, Mizutani K, Yamagami A, Kinoshita T, Yasuda Y, Iwama S, Miyata T, Sugiyama M, Takagi H, Hagiwara D, Suga H, Banno R, Azuma Y, Kasai T, Yoshioka S, Kuwatsuka Y, Arima H. Effects of Digitization of Self-Monitoring of Blood Glucose Records Using a Mobile App and the Cloud System on Outpatient Management of Diabetes: Single-Armed Prospective Study. JMIR Diabetes 2024; 9:e48019. [PMID: 38241065 PMCID: PMC10837757 DOI: 10.2196/48019] [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: 04/20/2023] [Revised: 10/28/2023] [Accepted: 12/03/2023] [Indexed: 01/21/2024] Open
Abstract
BACKGROUND In recent years, technologies promoting the digitization of self-monitoring of blood glucose (SMBG) records including app-cloud cooperation systems have emerged. Studies combining these technological interventions with support from remote health care professionals have reported improvements in glycemic control. OBJECTIVE To assess the use of an app-cloud cooperation system linked with SMBG devices in clinical settings, we evaluated its effects on outpatient management of diabetes without remote health care professional support. METHODS In this multicenter, open-label, and single-armed prospective study, 48 patients with diabetes (including type 1 and type 2) at 3 hospitals in Japan treated with insulin or glucagon-like peptide 1 receptor agonists and performing SMBG used the app-cloud cooperation system for 24 weeks. The SMBG data were automatically uploaded to the cloud via the app. The patients could check their data, and their attending physicians reviewed the data through the cloud prior to the patients' regular visits. The primary outcome was changes in glycated hemoglobin (HbA1c) levels. RESULTS Although HbA1c levels did not significantly change in all patients, the frequency of daily SMBG following applying the system was significantly increased before induction at 12 (0.60 per day, 95% CI 0.19-1.00; P=.002) and 24 weeks (0.43 per day, 95% CI 0.02-0.84; P=.04). In the subset of 21 patients whose antidiabetic medication had not been adjusted during the intervention period, a decrease in HbA1c level was observed at 12 weeks (P=.02); however, this significant change disappeared at 24 weeks (P=.49). The Diabetes Treatment Satisfaction Questionnaire total score and "Q4: convenience" and "Q5: flexibility" scores significantly improved after using the system (all P<.05), and 72% (33/46) patients and 76% (35/46) physicians reported that the app-cloud cooperation system helped them adjust insulin doses. CONCLUSIONS The digitization of SMBG records and sharing of the data by patients and attending physicians during face-to-face visits improved self-management in patients with diabetes. TRIAL REGISTRATION Japan Registry of Clinical Trials (jRCT) jRCTs042190057; https://jrct.niph.go.jp/en-latest-detail/jRCTs042190057.
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Affiliation(s)
- Tomoko Handa
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Takeshi Onoue
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Tomoko Kobayashi
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Ryutaro Maeda
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Keigo Mizutani
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Ayana Yamagami
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Tamaki Kinoshita
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yoshinori Yasuda
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Shintaro Iwama
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Takashi Miyata
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Mariko Sugiyama
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hiroshi Takagi
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Daisuke Hagiwara
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hidetaka Suga
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Ryoichi Banno
- Research Center of Health, Physical Fitness and Sports, Nagoya University, Nagoya, Japan
| | - Yoshinori Azuma
- Department of Endocrinology and Diabetes, Japanese Red Cross Aichi Medical Center Nagoya Daini Hospital, Nagoya, Japan
| | - Takatoshi Kasai
- Department of Endocrinology and Metabolism, Tosei General Hospital, Seto, Japan
| | - Shuko Yoshioka
- Department of Endocrinology and Metabolism, Tosei General Hospital, Seto, Japan
| | - Yachiyo Kuwatsuka
- Department of Advanced Medicine, Nagoya University Hospital, Nagoya, Japan
| | - Hiroshi Arima
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan
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10
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Schäfer I, Tajdar D, Walther L, Bittner L, Lühmann D, Scherer M. Impact of two COVID-19 lockdowns on HbA1c levels in patients with type 2 diabetes and associations with patient characteristics: a multicentre, observational cohort study over three years. Front Public Health 2024; 11:1272769. [PMID: 38249413 PMCID: PMC10796585 DOI: 10.3389/fpubh.2023.1272769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 12/08/2023] [Indexed: 01/23/2024] Open
Abstract
Introduction Glycemic effects of COVID-19 lockdowns on patients with type 2 diabetes (T2D) are controversial. In this long-term observation, we aimed (1) to analyze changes in HbA1c levels during lockdowns in Germany, and (2) to investigate whether diabetes medication, comorbidities, and sociodemographic data influenced these changes. Materials and methods This cohort study observed 1,089 patients aged ≥18 years over the years 2019 to 2021. Patients were recruited from 14 physicians specialized on diabetes. As dependent variable, 7,987 HbA1c values were analyzed by multivariable linear regression adjusted for random effects of physicians and patients. Results Patients had a median age of 68 (60/76) years and 623 (57.2%) were male. Before the pandemic, median HbA1c level (in %) was 6.9 (6.3/7.7). Average HbA1c level increased during first lockdown (0.21,0.11/0.31,p < 0.001), after first lockdown (0.23,0.18/0.28,p < 0.001), during second lockdown (0.40,0.33/0.47,p < 0.001) and after second lockdown (0.27,0.18/0.36,p < 0.001). The increase of HbA1c levels was more pronounced in male patients (0.08,0.01/0.15,p = 0.019), if patients did not have German as native language (0.12,0.01/0.23,p = 0.041) and if they were widowed (0.19,0.05/0.32,p = 0.008). End organ damages (0.12,0.01/0.23,p = 0.039), atherosclerotic cardiovascular disease (ASCVD; 0.23,0.10/0.36,p = 0.001) and cardiovascular events (0.25,0.10/0.40,p = 0.001) as well as oral medication (0.09,0.03/0.15,p = 0.002), intermediate- or long-acting insulins (0.24,0.16/0.32,p < 0.001), and fast-acting or mixed insulins (0.30,0.23/0.36,p < 0.001) were also related to a greater increase in HbA1c levels. Conclusion Both lockdowns resulted in a significant increase in HbA1c levels. In particular, patients with ASCVD, cardiovascular events, and insulin therapy appear to be at risk for worsening glycemic control in crisis and thus require special medical attention. Clinical Trial Registration ClinicalTrials.gov (NCT04821921).
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11
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Gurcay B, Yilmaz FT, Bilgin A. The Effectiveness of Telehealth Interventions on Medication Adherence Among Patients with Type 2 Diabetes: A Meta-Analysis. Telemed J E Health 2024; 30:3-20. [PMID: 37219578 DOI: 10.1089/tmj.2023.0088] [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: 05/24/2023] Open
Abstract
Objective: Diabetes mellitus (DM) is a global health issue with an increasing frequency across the world and is an important disease in which medication adherence is a priority component for disease management. Several interventions are implemented to increase medication adherence in patients with type 2 DM, and telehealth interventions have become widespread thanks to technological advancements. This meta-analysis aims at reviewing the telehealth interventions applied to patients with type 2 DM and examining their effects on medication adherence. Methods: Relevant studies published in ScienceDirect, Web of Science, Cochrane Central Register of Controlled Trials (CENTRAL) and PubMed from 2000 to December 2022 were searched in this meta-analysis. Their methodological quality was assessed using the Modified Jadad scale. Total score for each study ranged from 0 (low quality) to 8 (high quality). Studies with four or more were of good quality. Standardized mean difference (SMD) and 95% confidence intervals (CI) were used for statistical analysis. Publication bias was assessed using the funnel plot and Egger regression test. Both subgroup analysis and meta-regression analysis were performed in the study. Results: A total of 18 studies were analyzed in this meta-analysis. All studies scored 4 or above in their methodological quality assessment and were of good quality. The combined results have shown that telehealth interventions significantly increased medication adherence in the intervention group (SMD = 0.501; 95% CI 0.231-0.771; Z = 3.63, p < 0.001). Our subgroup analysis has revealed that HbA1c value, mean age, and duration of intervention significantly affected the study results. Conclusion: Telehealth interventions are an effective method to increase medication adherence in patients with type 2 DM. It is recommended that telehealth interventions be expanded in clinical practices and included in disease management.
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Affiliation(s)
- Busra Gurcay
- Faculty of Health Sciences, Sakarya University of Applied Sciences, Sakarya, Turkey
| | - Feride Taskin Yilmaz
- Faculty of Health Sciences, Sakarya University of Applied Sciences, Sakarya, Turkey
| | - Aylin Bilgin
- Faculty of Health Sciences, Sakarya University of Applied Sciences, Sakarya, Turkey
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12
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So M, Jadoo H, Stong J, Klemenhagen KC, Philbrick AM, Freeman K. Effect of Virtual Versus In Person Interpreting on Diabetes Outcomes in Non-English Language Preference Patients: A Pilot Study. J Prim Care Community Health 2024; 15:21501319241240347. [PMID: 38695439 PMCID: PMC11067674 DOI: 10.1177/21501319241240347] [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: 12/19/2023] [Revised: 02/26/2024] [Accepted: 03/01/2024] [Indexed: 05/05/2024] Open
Abstract
OBJECTIVE The objective of this pilot study was to explore the impact of interpreter format (virtual vs in person) on clinical outcomes in patients with non-English language preference (NELP) and type 2 diabetes mellitus (T2DM) in a primary care setting. We hypothesized that NELP patients utilizing in person interpreters would have improved HbA1c values, better follow-up rate, and more complex care plans compared to patients utilizing virtual interpreters. METHODS We completed a retrospective chart review of 137 NELP patients with T2DM who required a medical interpreter (February to June 2021). We calculated univariate and bivariate statistics to characterize the sample and assess the extent to which measures of continuity (follow-up visit rate and time to follow-up visit), quality (change in HbA1c), and complexity (medication intervention complexity) were associated with interpreter type. RESULTS There was no statistically significant difference in follow-up rate or average days to follow-up visit for NELP patients with in person as opposed to virtual interpreters. Patients with virtual interpreters demonstrated a non-statistically significant decrease in HbA1c compared to those with in person interpreters. Finally, there was no statistically significant association between interpreter format and intervention complexity. CONCLUSIONS Quality medical interpretation contributes to optimal health outcomes in NELP patients with diabetes. Our study suggests that both in person and virtual interpreters can be effective in providing care for NELP patients, especially for chronic disease management in the context of a primary care relationship. It also highlights the importance of pursuing additional qualitative and mixed method studies to better understand the benefits of various interpreter formats across different visit types.
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Affiliation(s)
- Marvin So
- University of Minnesota Medical School, Minneapolis, MN, USA
| | - Hailie Jadoo
- University of Minnesota College of Pharmacy, Minneapolis, MN, USA
| | - Jennifer Stong
- University of Minnesota Medical School, Minneapolis, MN, USA
| | | | - Ann M. Philbrick
- University of Minnesota College of Pharmacy and University of Minnesota Medical School, Minneapolis, MN, USA
| | - Kathryn Freeman
- University of Minnesota Medical School, Minneapolis, MN, USA
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13
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Bazzano AN, Patel T, Nauman E, Cernigliaro D, Shi L. Optimizing Telehealth for Diabetes Management in the Deep South of the United States: Qualitative Study of Barriers and Facilitators on the Patient and Clinician Journey. J Med Internet Res 2024; 26:e43583. [PMID: 37976468 PMCID: PMC10790202 DOI: 10.2196/43583] [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: 10/24/2022] [Revised: 03/01/2023] [Accepted: 11/17/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND The Deep South of the United States, and Louisiana in particular, bears a greater burden of obesity, diabetes, and heart disease compared with other regions in the United States. Throughout the COVID-19 pandemic, there has been a substantial increase in telehealth visits for diabetes management to protect the safety of patients. Although there have been significant advancements in telehealth and chronic disease management, little is known about patient and provider perspectives on the challenges and benefits of telehealth visits among people living with diabetes and providers who care for patients with diabetes in Louisiana. OBJECTIVE This study aimed to explore barriers, facilitators, challenges, and benefits to telehealth for patients with diabetes and health care providers as they transitioned from in-person to remote care during the early COVID-19 pandemic to understand potential optimization. METHODS A total of 24 semistructured qualitative interviews were conducted with 18 patients living with diabetes and 6 clinicians who served patients with diabetes to explore their experiences and perceptions of telehealth services for diabetes care. Approximately half of the participants identified as Black or African American, half as White, and 75% as female. Interviews were recorded, transcribed, and coded by experienced qualitative researchers using inductive and deductive techniques. A narrative, descriptive approach to the patient and clinician journey framed the study, including the development of internal journey maps, and reflexive thematic analysis was applied to the transcripts, with special attention to barriers and facilitators. RESULTS In total, 5 themes illustrated barriers and facilitators for participants: convenience, safety, and comfort are the benefits of telehealth for patients and clinicians; yet telehealth and in-person visits are valued differently; the convenience of telehealth may have a downside; technology acts as a double-edged sword; and managing expectations and efficiency of the visit experience was an important factor. Individual experiences varied in relation to several factors, including comfort level and access to technology, health system protocols for providing telemedicine, and level of diabetes control among patients. CONCLUSIONS Recommendations for optimization include providing support to help guide and inform patients about what to expect and how to prepare for telehealth visits as well as allowing clinicians to schedule telehealth and in-person visits during discrete blocks of time to improve efficiency. Further research should address how hybrid models of telehealth and in-person care may differentially impact health outcomes for patients with diabetes, particularly for people with multiple chronic conditions in settings where access to technology and connectivity is not optimal.
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Affiliation(s)
- Alessandra N Bazzano
- Department of Social, Behavioral, and Population Sciences, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, United States
| | - Tejal Patel
- Department of Social, Behavioral, and Population Sciences, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, United States
| | - Elizabeth Nauman
- Louisiana Public Health Institute, New Orleans, LA, United States
| | - Dana Cernigliaro
- Public Health Innovation and Action, New York, NY, United States
| | - Lizheng Shi
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, United States
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14
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Zupa MF, Vimalananda VG, Rothenberger SD, Lin JY, Ng JM, McCoy RG, Rosland AM. Patterns of Telemedicine Use and Glycemic Outcomes of Endocrinology Care for Patients With Type 2 Diabetes. JAMA Netw Open 2023; 6:e2346305. [PMID: 38055278 PMCID: PMC10701613 DOI: 10.1001/jamanetworkopen.2023.46305] [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: 07/25/2023] [Accepted: 10/23/2023] [Indexed: 12/07/2023] Open
Abstract
Importance Telemedicine can increase access to endocrinology care for people with type 2 diabetes (T2D), but patterns of use and outcomes of telemedicine specialty care for adults with T2D beyond initial uptake in 2020 are not known. Objective To evaluate patterns of telemedicine use and their association with glycemic control among adults with varying clinical complexity receiving endocrinology care for T2D. Design, Setting, and Participants Retrospective cohort study in a single large integrated US health system. Participants were adults who had a telemedicine endocrinology visit for T2D from May to October 2020. Data were analyzed from June 2022 to October 2023. Exposure Patients were followed up through May 2022 and assigned to telemedicine-only, in-person, or mixed care (both telemedicine and in-person) cohorts according to visit modality. Main Outcomes and Measures Multivariable regression models were used to estimate hemoglobin A1c (HbA1c) change at 12 months within each cohort and the association of factors indicating clinical complexity (insulin regimen and cardiovascular and psychological comorbidities) with HbA1c change across cohorts. Subgroup analysis was performed for patients with baseline HbA1c of 8% or higher. Results Of 11 498 potentially eligible patients, 3778 were included in the final cohort (81 Asian participants [2%], 300 Black participants [8%], and 3332 White participants [88%]); 1182 used telemedicine only (mean [SD] age 57.4 [12.9] years; 743 female participants [63%]), 1049 used in-person care (mean [SD] age 63.0 [12.2] years; 577 female participants [55%]), and 1547 used mixed care (mean [SD] age 60.7 [12.5] years; 881 female participants [57%]). Among telemedicine-only patients, there was no significant change in adjusted HbA1c at 12 months (-0.06%; 95% CI, -0.26% to 0.14%; P = .55) while in-person and mixed cohorts had improvements of 0.37% (95% CI, 0.15% to 0.59%; P < .001) and 0.22% (95% CI, 0.07% to 0.38%; P = .004), respectively. Patients with a baseline HbA1c of 8% or higher had a similar pattern of glycemic outcomes. For patients prescribed multiple daily injections vs no insulin, the 12-month estimated change in HbA1c was 0.25% higher (95% CI, 0.02% to 0.47%; P = .03) for telemedicine vs in-person care. Comorbidities were not associated with HbA1c change in any cohort. Conclusions and Relevance In this cohort study of adults with T2D receiving endocrinology care, patients using telemedicine alone had inferior glycemic outcomes compared with patients who used in-person or mixed care. Additional strategies may be needed to support adults with T2D who rely on telemedicine alone to access endocrinology care, especially for those with complex treatment or elevated HbA1c.
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Affiliation(s)
- Margaret F. Zupa
- Division of Endocrinology and Metabolism, University of Pittsburgh School of Medicine, Pennsylvania
| | - Varsha G. Vimalananda
- Center for Health Outcomes Research, Veterans Affairs Bedford Healthcare System, Bedford, Massachusetts
- Department of Medicine, Boston University School of Medicine, Massachusetts
| | - Scott D. Rothenberger
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pennsylvania
| | - Jonathan Y. Lin
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pennsylvania
| | - Jason M. Ng
- Division of Endocrinology and Metabolism, University of Pittsburgh School of Medicine, Pennsylvania
| | - Rozalina G. McCoy
- Division of Endocrinology, Diabetes, and Nutrition, University of Maryland School of Medicine, Baltimore
- University of Maryland Institute for Health Computing, Bethesda
| | - Ann-Marie Rosland
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pennsylvania
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pennsylvania
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15
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Leksell J, Toft E, Rosman J, Eriksson JW, Fischier J, Lindholm-Olinder A, Rosenblad A, Nerpin E. Virtual clinic for young people with type 1 diabetes: a randomised wait-list controlled study. BMC Endocr Disord 2023; 23:255. [PMID: 37990315 PMCID: PMC10664359 DOI: 10.1186/s12902-023-01516-x] [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: 07/02/2023] [Accepted: 11/17/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND The transition from paediatric to adult care for young adults with type 1 diabetes poses unique challenges. Virtual diabetes clinics using smartphone applications offer a promising approach to support self-management and enhance communication with healthcare providers. The primary objective of this study was to evaluate the effects of a virtual diabetes clinic on glycaemic control, treatment satisfaction, and quality of life among young adults diagnosed with type 1. METHODS 79 participants with type 1 diabetes aged 18-25 years were included in a prospective, single-centre, randomised, wait-list controlled trial. Participants were randomly assigned to either the intervention group or the wait-list control group. The intervention group received instant access to a virtual care platform called Vista Dialog, which facilitated real-time communication between patients and healthcare providers. Glycosylated haemoglobin (HbA1c) levels, time in range (TIR), time below range (TBR), diabetes treatment satisfaction, and quality of life were assessed at baseline and after 6 months. RESULTS Baseline characteristics were similar between the intervention and control groups, except for education level, where there was a skewed distribution between the groups (the intervention group had a lower education level). At the 6-month follow-up, there were no significant differences in HbA1c levels, TIR, TBR, or diabetes treatment satisfaction between the two groups. However, the intervention group demonstrated a significant decrease in the burden on physical health compared with the control group, indicating an improved quality of life. CONCLUSIONS The implementation of a virtual diabetes clinic using the Vista Dialog platform did not result in significant improvements in glycaemic control or treatment satisfaction compared with usual care. However, it did show potential benefits in terms of reducing the burden on physical health and improving quality of life in young adults with type 1 diabetes. Further research is needed to explore the long-term effects and optimal use of virtual clinics in diabetes management. TRIAL REGISTRATION ISRCTN number: 73,435,627 (registration date: 23/10/2019): https://doi.org/10.1186/ISRCTN73435627 . The performance and results of this trial adhere to the guidelines outlined in the CONSORT 2010 (Consolidated Standards of Reporting Trials) recommendations.
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Affiliation(s)
- Janeth Leksell
- Department of Medical Sciences, Clinical Diabetology and Metabolism, Uppsala University, Akademiska sjukhuset, Uppsala, SE-75185, Sweden.
| | - Eva Toft
- Department of Medicine, Karolinska Institutet, Huddinge, Stockholm, Sweden
- Diabetes Unit, Ersta Hospital, Stockholm, Sweden
| | - Jessica Rosman
- Department of Medical Sciences, Clinical Diabetology and Metabolism, Uppsala University, Akademiska sjukhuset, Uppsala, SE-75185, Sweden
| | - Jan W Eriksson
- Department of Medical Sciences, Clinical Diabetology and Metabolism, Uppsala University, Akademiska sjukhuset, Uppsala, SE-75185, Sweden
| | - Johan Fischier
- Diabetes Unit, Karolinska University hospital, Stockholm, Sweden
| | - Anna Lindholm-Olinder
- Department of Medical Sciences, Clinical Diabetology and Metabolism, Uppsala University, Akademiska sjukhuset, Uppsala, SE-75185, Sweden
- Department of Clinical Science and Education, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden
| | - Andreas Rosenblad
- Department of Medical Sciences, Clinical Diabetology and Metabolism, Uppsala University, Akademiska sjukhuset, Uppsala, SE-75185, Sweden
- Department of Neurobiology, Care Sciences and Society, Division of Family Medicine and Primary Care, Karolinska Institutet, Stockholm, Sweden
- Department of Statistics, Uppsala University, Uppsala, Sweden
| | - Elisabet Nerpin
- School of Education, Health and Social Studies, Dalarna University, Falun, Sweden
- Department of Medical Sciences, Respiratory Medicine, Allergy and Sleep, Uppsala University, Uppsala, Sweden
- Department of Medical Sciences: Clinical Physiology, Uppsala University, Uppsala, Sweden
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Lorenzo E, O’Neal AL, Garcia LC, Mendoza K, Lee RE. Electronic Health Interventions for Type 2 Diabetes and Obesity in Hispanic or Latino Adults: A Systematic Review of English and Spanish Studies. Diabetes Spectr 2023; 37:65-85. [PMID: 38385094 PMCID: PMC10877215 DOI: 10.2337/ds22-0083] [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: 02/23/2024]
Abstract
Objective The objective of this study was to synthesize English and Spanish literature to determine whether electronic health interventions (EHIs) such as telehealth, telemedicine, digital health, and mobile health (mHealth) improve A1C, blood glucose, BMI, and/or weight among Hispanic/Latino adults with type 2 diabetes or overweight/obesity in the Americas. Design and methods Searches were conducted in June 2021 using the Scientific Electronic Library Online, Cumulative Index of Nursing and Allied Health Literature, PubMed, and PsycInfo literature databases. Studies were identified that investigated the effect of an EHI on A1C, blood glucose, BMI, or weight in populations that were ≥12% Hispanic/Latino adults with type 2 diabetes or overweight/obesity, were conducted in the Americas, and were published in English or Spanish. Study quality was determined using the Quality Index Score. Data were extracted and synthesized, and themes were identified. Results Twenty-five studies met inclusion criteria, including 23 in English (from the United States) and two in Spanish (from Chile). A total of 22 investigated type 2 diabetes, and three investigated overweight/obesity. The studies encompassed 6,230 participants, including 3,413 Hispanic/Latino adults. Sixty-three percent of studies demonstrated significant improvements in A1C or blood glucose and 67% in weight. Thirteen studies offered an EHI in both English and Spanish, and six offered the intervention in either English or Spanish alone. All EHIs involving mHealth exclusively and most (90%) involving more than one electronic modality demonstrated a higher number of significant findings compared with those having only one EHI modality, especially telehealth (44.4%). EHIs lasting ≤12 months had more significant findings (72.7%) than those lasting >12 months (50%). Six studies had industry-related funding, with 83.3% of those demonstrating significant improvements in outcomes. Conclusion EHIs improved A1C and weight in adults (n = 4,355), including 45.5% Hispanic/Latino adults. mHealth and EHIs using more than one electronic modality and those lasting ≤12 months were especially effective. However, overall study quality was modest. Future research should be conducted in Spanish-speaking countries in Latin America and should compare the effectiveness of different EHI modalities.
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Affiliation(s)
- Elizabeth Lorenzo
- School of Nursing at the University of Texas Medical Branch, Galveston, TX
| | - Alicia Lynn O’Neal
- University of Kansas Medical Center, Kansas City, KS
- Digital Medicine Society, Boston, MA
| | - Lisbeth Cantu Garcia
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ
| | - Kenny Mendoza
- Center for Nutrition and Health Research, National Institute of Public Health, Cuernavaca, Morelos, México
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA
| | - Rebecca E. Lee
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ
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Blioumpa C, Karanasiou E, Antoniou V, Batalik L, Kalatzis K, Lanaras L, Pepera G. Efficacy of supervised home-based, real time, videoconferencing telerehabilitation in patients with type 2 diabetes: a single-blind randomized controlled trial. Eur J Phys Rehabil Med 2023; 59:628-639. [PMID: 37350165 PMCID: PMC10665715 DOI: 10.23736/s1973-9087.23.07855-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 05/02/2023] [Accepted: 05/26/2023] [Indexed: 06/24/2023]
Abstract
BACKGROUND Exercise-based interventions prevent or delay symptoms and complications of type 2 diabetes (T2D) and are highly recommended for T2D patients; though with very low participation rates. Τelerehabilitation (TR) could act as an alternative to overcome the barriers preventing the promotion of T2D patients' well-being. AIM Determine the effects of a six-week TR program on glycemic control, functional capacity, muscle strength, PA, quality of life and body composition in patients with T2D. DESIGN A multicenter randomized, single-blind, parallel-group clinical study. SETTING Clinical trial. POPULATION Patients with T2D. METHODS Thirty T2D patients (75% male, 60.1±10.9 years) were randomly allocated to an intervention group (IG) and a control group (CG) with no exercise intervention. IG enrolled in a supervised, individualized exercise program (combination of aerobic and resistance exercises), 3 times/week for 6 weeks at home via a TR platform. Glycated hemoglobin (HbA1c), six-minute walk test (6MWT), muscle strength (Hand Grip Strength Test [HGS], 30-Second Chair Stand test [30CST] physical activity [IPAQ-SF]), quality of life (SF-36) and anthropometric variables were assessed. RESULTS Two-way repeated-ANOVA showed a statistically significant interaction between group, time and test differences (6MWT, muscle strength) (V=0.33, F [2.17]=4.14, P=0.03, partial η2=0.22). Paired samples t-test showed a statistically significant improvement in HbA1c (Z=-2.7), 6MWT (Μean ∆=-36.9±27.2 m, t=-4.5), muscle strength (Μean ∆=-1.5±1.4 kg, t=-2.22). Similarly, SF-36 (mental health [Μean ∆=-13.3±21.3%], general health [Μean ∆=-11.4±16.90%]) were statistically improved only in IG. CONCLUSIONS The findings of this study indicate that a 6-week supervised home-based TR exercise program induced significant benefits in patients with T2D, thus enabling telehealth implementation in rehabilitation practice as an alternative approach. CLINICAL REHABILITATION IMPACT Home-based exercise via the TR platform is a feasible and effective alternative approach that can help patients with T2D eliminate barriers and increase overall rehabilitation utilization.
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Affiliation(s)
- Christina Blioumpa
- Clinical Exercise Physiology and Rehabilitation Laboratory, Department of Physiotherapy, Faculty of Health Sciences, University of Thessaly, Lamia, Greece
| | - Evmorfia Karanasiou
- Clinical Exercise Physiology and Rehabilitation Laboratory, Department of Physiotherapy, Faculty of Health Sciences, University of Thessaly, Lamia, Greece
| | - Varsamo Antoniou
- Clinical Exercise Physiology and Rehabilitation Laboratory, Department of Physiotherapy, Faculty of Health Sciences, University of Thessaly, Lamia, Greece
| | - Ladislav Batalik
- Department of Public Health, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Department of Rehabilitation, University Hospital of Brno, Brno, Czech Republic
| | | | - Leonidas Lanaras
- Department of Internal Medicine, General Hospital of Lamia, Lamia, Greece
| | - Garyfallia Pepera
- Clinical Exercise Physiology and Rehabilitation Laboratory, Department of Physiotherapy, Faculty of Health Sciences, University of Thessaly, Lamia, Greece -
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Park S, Kum HC, Zheng Q, Lawley MA. Real-World Adherence and Effectiveness of Remote Patient Monitoring Among Medicaid Patients With Diabetes: Retrospective Cohort Study. J Med Internet Res 2023; 25:e45033. [PMID: 37606977 PMCID: PMC10481216 DOI: 10.2196/45033] [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: 12/13/2022] [Revised: 06/28/2023] [Accepted: 07/20/2023] [Indexed: 08/23/2023] Open
Abstract
BACKGROUND The prevalence of diabetes in the United States is high and increasing, and it is also the most expensive chronic condition in the United States. Self-monitoring of blood glucose or continuous glucose monitoring are potential solutions, but there are barriers to their use. Remote patient monitoring (RPM) with appropriate support has the potential to provide solutions. OBJECTIVE We aim to investigate the adherence of Medicaid patients with diabetes to daily RPM protocols, the relationship between adherence and changes in blood glucose levels, and the impact of daily testing time on blood glucose changes. METHODS This retrospective cohort study analyzed real-world data from an RPM company that provides services to Texas Medicaid patients with diabetes. Overall, 180 days of blood glucose data from an RPM company were collected to assess transmission rates and blood glucose changes, after the first 30 days of data were excluded due to startup effects. Patients were separated into adherent and nonadherent cohorts, where adherent patients transmitted data on at least 120 of the 150 days. z tests and t tests were performed to compare transmission rates and blood glucose changes between 2 cohorts. In addition, we analyzed blood glucose changes based on their testing time-between 1 AM and 10 AM, 10 AM and 6 PM, and 6 PM and 1 AM. RESULTS Mean patient age was 70.5 (SD 11.8) years, with 66.8% (n=255) of them being female, 91.9% (n=351) urban, and 89% (n=340) from south Texas (n=382). The adherent cohort (n=186, 48.7%) had a mean transmission rate of 82.8% before the adherence call and 91.1% after. The nonadherent cohort (n=196, 51.3%) had a mean transmission rate of 45.9% before and 60.2% after. The mean blood glucose levels of the adherent cohort decreased by an average of 9 mg/dL (P=.002) over 5 months. We also found that variability of blood glucose level of the adherent cohort improved 3 mg/dL (P=.03) over the 5-month period. Both cohorts had the majority of their transmissions between 1 AM and 10 AM, with 70.5% and 53.2% for the adherent and nonadherent cohorts, respectively. The adherent cohort had decreasing mean blood glucose levels over 5 months, with the largest decrease during the 6 PM to 1 AM time period (30.9 mg/dL). Variability of blood glucose improved only for those tested from 10 AM to 6 PM, with improvements of 6.9 mg/dL (P=.02). Those in the nonadherent cohort did not report significant changes. CONCLUSIONS RPM can help manage diabetes in Medicaid clients by improving adherence rates and glycemic control. Adherence calls helped improve adherence rates, but some patients still faced challenges in transmitting blood glucose levels. Nonetheless, RPM has the potential to reduce the risk of adverse outcomes associated with diabetes.
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Affiliation(s)
- Sulki Park
- Population Informatics Lab, Texas A&M University, College Station, TX, United States
- Department of Industrial and Systems Engineering, Texas A&M University, College Station, TX, United States
| | - Hye-Chung Kum
- Population Informatics Lab, Texas A&M University, College Station, TX, United States
- Department of Industrial and Systems Engineering, Texas A&M University, College Station, TX, United States
- Department of Health Policy and Management, Texas A&M University, College Station, TX, United States
| | - Qi Zheng
- Department of Epidemiology and Biostatistics, Texas A&M University, College Station, TX, United States
| | - Mark A Lawley
- Population Informatics Lab, Texas A&M University, College Station, TX, United States
- Department of Industrial and Systems Engineering, Texas A&M University, College Station, TX, United States
- Department of Epidemiology and Biostatistics, Texas A&M University, College Station, TX, United States
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19
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Haddad TC, Maita KC, Inselman JW, Avila FR, Torres-Guzman RA, Coffey JD, Christopherson LA, Leuenberger AM, Bell SJ, Pahl DF, Garcia JP, Manka L, Forte AJ, Maniaci MJ. Patient Satisfaction With a Multisite, Multiregional Remote Patient Monitoring Program for Acute and Chronic Condition Management: Survey-Based Analysis. J Med Internet Res 2023; 25:e44528. [PMID: 37343182 PMCID: PMC10415939 DOI: 10.2196/44528] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 06/13/2023] [Accepted: 06/21/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND Remote patient monitoring (RPM) is an option for continuously managing the care of patients in the comfort of their homes or locations outside hospitals and clinics. Patient engagement with RPM programs is essential for achieving successful outcomes and high quality of care. When relying on technology to facilitate monitoring and shifting disease management to the home environment, it is important to understand the patients' experiences to enable quality improvement. OBJECTIVE This study aimed to describe patients' experiences and overall satisfaction with an RPM program for acute and chronic conditions in a multisite, multiregional health care system. METHODS Between January 1, 2021, and August 31, 2022, a patient experience survey was delivered via email to all patients enrolled in the RPM program. The survey encompassed 19 questions across 4 categories regarding comfort, equipment, communication, and overall experience, as well as 2 open-ended questions. Descriptive analysis of the survey response data was performed using frequency distribution and percentages. RESULTS Surveys were sent to 8535 patients. The survey response rate was 37.16% (3172/8535) and the completion rate was 95.23% (3172/3331). Survey results indicated that 88.97% (2783/3128) of participants agreed or strongly agreed that the program helped them feel comfortable managing their health from home. Furthermore, 93.58% (2873/3070) were satisfied with the RPM program and ready to graduate when meeting the program goals. In addition, patient confidence in this model of care was confirmed by 92.76% (2846/3068) of the participants who would recommend RPM to people with similar conditions. There were no differences in ease of technology use according to age. Those with high school or less education were more likely to agree that the equipment and educational materials helped them feel more informed about their care plans than those with higher education levels. CONCLUSIONS This multisite, multiregional RPM program has become a reliable health care delivery model for the management of acute and chronic conditions outside hospitals and clinics. Program participants reported an excellent overall experience and a high level of satisfaction in managing their health from the comfort of their home environment.
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Affiliation(s)
- Tufia C Haddad
- Center For Digital Health, Mayo Clinic in Minnesota, Rochester, MN, United States
| | - Karla C Maita
- Division of Hospital Internal Medicine, Mayo Clinic in Florida, Jacksonville, FL, United States
| | - Jonathan W Inselman
- Center For Digital Health, Mayo Clinic in Minnesota, Rochester, MN, United States
| | - Francisco R Avila
- Division of Hospital Internal Medicine, Mayo Clinic in Florida, Jacksonville, FL, United States
| | - Ricardo A Torres-Guzman
- Division of Hospital Internal Medicine, Mayo Clinic in Florida, Jacksonville, FL, United States
| | - Jordan D Coffey
- Center For Digital Health, Mayo Clinic in Minnesota, Rochester, MN, United States
| | | | - Angela M Leuenberger
- Center For Digital Health, Mayo Clinic in Minnesota, Rochester, MN, United States
| | - Sarah J Bell
- Center For Digital Health, Mayo Clinic in Minnesota, Rochester, MN, United States
| | - Dominick F Pahl
- Center For Digital Health, Mayo Clinic in Minnesota, Rochester, MN, United States
| | - John P Garcia
- Division of Hospital Internal Medicine, Mayo Clinic in Florida, Jacksonville, FL, United States
| | - Lukas Manka
- Center For Digital Health, Mayo Clinic in Minnesota, Rochester, MN, United States
| | - Antonio J Forte
- Division of Hospital Internal Medicine, Mayo Clinic in Florida, Jacksonville, FL, United States
| | - Michael J Maniaci
- Division of Hospital Internal Medicine, Mayo Clinic in Florida, Jacksonville, FL, United States
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20
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Nishizaki Y, Kuroki H, Ishii S, Ohtsu S, Watanabe C, Nishizawa H, Nagao M, Nojima M, Watanabe R, Sato D, Sato K, Kawata Y, Wada H, Toyoda G, Ohbayashi K. Determining Optimal Intervals for In-Person Visits during Video-based Telemedicine in Patients with Hypertension: A Cluster Randomized Controlled Trial. JMIR Cardio 2023. [PMID: 37161483 DOI: 10.2196/45230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/11/2023] Open
Abstract
BACKGROUND Introducing telemedicine in outpatient treatment may improve patient satisfaction and convenience. However, the optimal in-person visit interval for video-based telemedicine in patients with hypertension remains unreported in Japan. OBJECTIVE We determined the optimal in-person visit interval for video-based telemedicine in patients with hypertension. METHODS Design: This was a cluster randomized controlled noninferiority trial. Participants: The target sites were eight clinics in Japan that had a telemedicine system, and the target patients were individuals with essential hypertension. Among patients receiving video-based telemedicine, those who underwent in-person visits at 6-month intervals were included in the intervention group, and those who underwent in-person visits at 3-month intervals were included in the control group. Main Measures: The follow-up period of the participants was 6 months. The primary endpoint of the study was the change in systolic blood pressure, and the secondary endpoints were the rate of treatment continuation after 6 months, patient satisfaction, health economic evaluation, and safety evaluation. RESULTS Overall, 64 patients were enrolled. Their mean age was 54.5 ± 10.3 years, and 39 (60.9%) patients were males. For the primary endpoint, the estimated difference in the change in systolic blood pressure between the two groups was 1.18 (90% confidence interval: -3.68 to 6.04). Notably, the criteria for noninferiority were met. Patient satisfaction was higher in the intervention group than in the control group. Furthermore, the indirect costs indicated that lost productivity was significantly less in the intervention group than in the control group. Moreover, the treatment continuation rate did not differ between the intervention and control groups, and there were no adverse events in either group. CONCLUSIONS Blood pressure control status and safety did not differ between the intervention and control groups. In-person visits at 6-month intervals may cause a societal cost reduction and improve patient satisfaction during video-based telemedicine. CLINICALTRIAL UMIN000040953.
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Affiliation(s)
- Yuji Nishizaki
- Division of Medical Education, Juntendo University School of Medicine, Hongo Bunkyo-ku, Tokyo, JP
- Medical Technology Innovation Center, Juntendo University, Tokyo, JP
| | | | - So Ishii
- Kudan-Shita Eki-Mae CoCo Clinic, Tokyo, JP
| | | | | | - Hiroto Nishizawa
- Akasaka Odayaka Clinic, Tokyo, JP
- Minamisunamachi Odayaka Clinic, Tokyo, JP
- Odayaka Life Medical Clinic, Saitama, JP
- Medical Corporation Junreikai, Tokyo, JP
| | - Masashi Nagao
- Medical Technology Innovation Center, Juntendo University, Tokyo, JP
| | - Masanori Nojima
- Center for Translational Research, The Institute of Medical Science, The University of Tokyo, Tokyo, JP
| | - Ryo Watanabe
- Graduate School of Health Innovation, Kanagawa University of Human Services, Kanagawa, JP
| | - Daisuke Sato
- Center for Next Generation of Community Health, Chiba University Hospital, Chiba, JP
| | - Kensuke Sato
- Clinical Research and Trial Center, Juntendo University Hospital, Tokyo, JP
| | - Yumi Kawata
- Department of Public Health, Juntendo University Graduate School of Medicine, Tokyo, JP
| | - Hiroo Wada
- Division of Medical Education, Juntendo University School of Medicine, Hongo Bunkyo-ku, Tokyo, JP
- Department of Public Health, Juntendo University Graduate School of Medicine, Tokyo, JP
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21
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Cole MB, Jones N, Lee EK, Kim JH. The Association of Telehealth Availability and Quality of Care Measures for Patients With Diabetes at Federally Qualified Health Centers: Retrospective Cohort Study. J Med Internet Res 2023; 25:e40827. [PMID: 36862476 PMCID: PMC10020900 DOI: 10.2196/40827] [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: 07/06/2022] [Revised: 01/20/2023] [Accepted: 01/31/2023] [Indexed: 02/01/2023] Open
Affiliation(s)
- Megan B Cole
- Boston University School of Public Health, Boston, MA, United States
| | - Nicholas Jones
- Brown University School of Public Health, Providence, RI, United States
| | - Eun Kyung Lee
- Boston University School of Public Health, Boston, MA, United States
| | - June-Ho Kim
- Ariadne Labs, Harvard T H Chan School of Public Health, Boston, MA, United States.,Division of General Internal Medicine & Primary Care, Brigham and Women's Hospital, Boston, MA, United States
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22
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Stoumpos AI, Kitsios F, Talias MA. Digital Transformation in Healthcare: Technology Acceptance and Its Applications. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3407. [PMID: 36834105 PMCID: PMC9963556 DOI: 10.3390/ijerph20043407] [Citation(s) in RCA: 54] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Revised: 02/08/2023] [Accepted: 02/10/2023] [Indexed: 05/27/2023]
Abstract
Technological innovation has become an integral aspect of our daily life, such as wearable and information technology, virtual reality and the Internet of Things which have contributed to transforming healthcare business and operations. Patients will now have a broader range and more mindful healthcare choices and experience a new era of healthcare with a patient-centric culture. Digital transformation determines personal and institutional health care. This paper aims to analyse the changes taking place in the field of healthcare due to digital transformation. For this purpose, a systematic bibliographic review is performed, utilising Scopus, Science Direct and PubMed databases from 2008 to 2021. Our methodology is based on the approach by Wester and Watson, which classify the related articles based on a concept-centric method and an ad hoc classification system which identify the categories used to describe areas of literature. The search was made during August 2022 and identified 5847 papers, of which 321 fulfilled the inclusion criteria for further process. Finally, by removing and adding additional studies, we ended with 287 articles grouped into five themes: information technology in health, the educational impact of e-health, the acceptance of e-health, telemedicine and security issues.
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Affiliation(s)
- Angelos I. Stoumpos
- Healthcare Management Postgraduate Program, Open University Cyprus, P.O. Box 12794, Nicosia 2252, Cyprus
| | - Fotis Kitsios
- Department of Applied Informatics, University of Macedonia, 156 Egnatia Street, GR54636 Thessaloniki, Greece
| | - Michael A. Talias
- Healthcare Management Postgraduate Program, Open University Cyprus, P.O. Box 12794, Nicosia 2252, Cyprus
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23
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Mizokami-Stout K, van Leersum CM, Olthuis TJJ, Bekhuis REM, den Ouden MEM. Mobile Health Apps for the Control and Self-management of Type 2 Diabetes Mellitus: Qualitative Study on Users' Acceptability and Acceptance. JMIR Diabetes 2023; 8:e41076. [PMID: 36692927 PMCID: PMC9947812 DOI: 10.2196/41076] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 12/01/2022] [Accepted: 12/05/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Mobile health apps are promising tools to help patients with type 2 diabetes mellitus (T2DM) improve their health status and thereby achieve diabetes control and self-management. Although there is a wide array of mobile health apps for T2DM available at present, apps are not yet integrated into routine diabetes care. Acceptability and acceptance among patients with T2DM is a major challenge and prerequisite for the successful implementation of apps in diabetes care. OBJECTIVE This study provides an in-depth understanding of the perceptions of patients with T2DM before use (acceptability) and after use (acceptance) regarding 4 different mobile health apps for diabetes control and self-management. METHODS A descriptive qualitative research design was used in this study. Participants could choose 1 of the 4 selected apps for diabetes control and self-management (ie, Clear.bio in combination with FreeStyle Libre, mySugr, MiGuide, and Selfcare). The selection was based on a systematic analysis of the criteria for (functional) requirements regarding monitoring, data collection, provision of information, coaching, privacy, and security. To explore acceptability, 25 semistructured in-depth interviews were conducted with patients with T2DM before use. This was followed by 4 focus groups to discuss the acceptance after use. The study had a citizen science approach, that is, patients with T2DM collaborated with researchers as coresearchers. All coresearchers actively participated in the preparation of the study, data collection, and data analysis. Data were collected between April and September 2021. Thematic analysis was conducted using a deductive approach using AtlasTi9. RESULTS In total, 25 coresearchers with T2DM participated in this study. Of them, 12 coresearchers tested Clear, 5 MiGuide, 4 mySugr, and 4 Selfcare. All coresearchers participated in semistructured interviews, and 18 of them attended focus groups. Personal health was the main driver of app use. Most coresearchers were convinced that a healthy lifestyle would improve blood glucose levels. Although most coresearchers did not expect that they need to put much effort into using the apps, the additional effort to familiarize themselves with the app use was experienced as quite high. None of the coresearchers had a health care professional who provided suggestions on using the apps. Reimbursement from insurance companies and the acceptance of apps for diabetes control and self-management by the health care system were mentioned as important facilitating conditions. CONCLUSIONS The research showed that mobile health apps provide support for diabetes control and self-management in patients with T2DM. Integrating app use in care as usual and guidelines for health care professionals are recommended. Future research is needed on how to increase the implementation of mobile health apps in current care pathways. In addition, health care professionals need to improve their digital skills, and lifelong learning is recommended.
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Affiliation(s)
| | - Catharina Margaretha van Leersum
- Science, Technology, and Policy Studies, Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, Netherlands
| | | | | | - Marjolein Elisabeth Maria den Ouden
- Technology, Health & Care Research Group, Saxion University of Applied Sciences, Enschede, Netherlands.,Care & Technology Research Group, Regional Community College of Twente, Hengelo, Netherlands
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24
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Russo GT, Andreozzi F, Calabrese M, Di Bartolo P, Di Cianni G, Bruno Giorda C, Lapice E, Manicardi E, Giandalia A, Lucisano G, Nicolucci A, Rocca A, Rossi MC, Spreafico E, Vespasiani G, Manicardi V. Role of telemedicine during COVID-19 pandemic in type 2 diabetes outpatients: The AMD annals initiative. Diabetes Res Clin Pract 2022; 194:110158. [PMID: 36400169 PMCID: PMC9663380 DOI: 10.1016/j.diabres.2022.110158] [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: 08/11/2022] [Revised: 10/13/2022] [Accepted: 11/11/2022] [Indexed: 11/17/2022]
Abstract
AIMS Telemedicine is advocated as a fundamental tool in modern clinical management. However, data on the effects of telemedicine vs face-to-face consultation on clinical outcomes in type 2 diabetes (T2DM) are still uncertain. This paper describes the use of telemedicine during the 2020 COVID-19 emergency and compares volume activity and quality indicators of diabetes care between face-to-face vs telemedicine counseling in the large cohort of T2DM patients from the AMD Annals Initiative. METHODS Demographic and clinical characteristics, including laboratory parameters, rate of the screening of long-term complications, current therapies and the Q-score, a validated score that measures the overall quality of care, were compared between 364,898 patients attending face-to-face consultation and 46,424 on telemedicine, during the COVID-19 pandemic. RESULTS Patients on telemedicine showed lower HbA1c levels (7.1 ± 1.2 % vs 7.3 ± 1.3 %, p < 0.0001), and they were less frequently treated with metformin, GLP1-RAs and SGLT2i and more frequently with DPP4i. The telemedicine group showed reduced monitoring of the various parameters considered as process indicators, especially, eye and foot examination. The proportion of patients with a good quality of care (Q score > 25) was higher among those receiving face-to-face consultation. Moreover, in the telemedicine group, all major clinical outcomes remained stable when further compared to those collected in the year 2019, when the same patients underwent a regular face-to-face consultation, suggesting that the care provided through telemedicine did not negatively affect the most important parameters. CONCLUSIONS During the COVID-19 pandemic, telemedicine provided an acceptable quality of diabetes care, comparable to that of patients attending face-to-face consultation, although a less frequent screening of complications seems to have occurred in subjects consulted by telemedicine.
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Affiliation(s)
- Giuseppina T Russo
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Francesco Andreozzi
- Department of Medical and Surgical Sciences, University Magna Graecia of Catanzaro, Italy.
| | | | - Paolo Di Bartolo
- Ravenna Diabetes Center, Dept of Specialist Medicine, Romagna Local Health Authority, Italy
| | | | | | | | | | - Annalisa Giandalia
- Department of Clinical and Experimental Medicine, University of Messina, Italy
| | - Giuseppe Lucisano
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - Antonio Nicolucci
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - Alberto Rocca
- Diabetology and Metabolic Diseases UOS, "G.Segalini", H.Bassini Cinisello Balsamo, ASST Nord Milan, Italy
| | - Maria Chiara Rossi
- CORESEARCH - Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - Emanuele Spreafico
- UOSD of Endocrine and Metabolic Disease and Nutrition, ASST Brianza, Pio XI Hospital, Desio, (MB), Italy
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25
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Chan A, Cohen R, Robinson KM, Bhardwaj D, Gregson G, Jutai JW, Millar J, Ríos Rincón A, Roshan Fekr A. Evidence and User Considerations of Home Health Monitoring for Older Adults: Scoping Review. JMIR Aging 2022; 5:e40079. [PMID: 36441572 DOI: 10.2196/40079] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 10/03/2022] [Accepted: 10/10/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Home health monitoring shows promise in improving health outcomes; however, navigating the literature remains challenging given the breadth of evidence. There is a need to summarize the effectiveness of monitoring across health domains and identify gaps in the literature. In addition, ethical and user-centered frameworks are important to maximize the acceptability of health monitoring technologies. OBJECTIVE This review aimed to summarize the clinical evidence on home-based health monitoring through a scoping review and outline ethical and user concerns and discuss the challenges of the current user-oriented conceptual frameworks. METHODS A total of 2 literature reviews were conducted. We conducted a scoping review of systematic reviews in Scopus, MEDLINE, Embase, and CINAHL in July 2021. We included reviews examining the effectiveness of home-based health monitoring in older adults. The exclusion criteria included reviews with no clinical outcomes and lack of monitoring interventions (mobile health, telephone, video interventions, virtual reality, and robots). We conducted a quality assessment using the Assessment of Multiple Systematic Reviews (AMSTAR-2). We organized the outcomes by disease and summarized the type of outcomes as positive, inconclusive, or negative. Second, we conducted a literature review including both systematic reviews and original articles to identify ethical concerns and user-centered frameworks for smart home technology. The search was halted after saturation of the basic themes presented. RESULTS The scoping review found 822 systematic reviews, of which 94 (11%) were included and of those, 23 (24%) were of medium or high quality. Of these 23 studies, monitoring for heart failure or chronic obstructive pulmonary disease reduced exacerbations (4/7, 57%) and hospitalizations (5/6, 83%); improved hemoglobin A1c (1/2, 50%); improved safety for older adults at home and detected changing cognitive status (2/3, 66%) reviews; and improved physical activity, motor control in stroke, and pain in arthritis in (3/3, 100%) rehabilitation studies. The second literature review on ethics and user-centered frameworks found 19 papers focused on ethical concerns, with privacy (12/19, 63%), autonomy (12/19, 63%), and control (10/19, 53%) being the most common. An additional 7 user-centered frameworks were studied. CONCLUSIONS Home health monitoring can improve health outcomes in heart failure, chronic obstructive pulmonary disease, and diabetes and increase physical activity, although review quality and consistency were limited. Long-term generalized monitoring has the least amount of evidence and requires further study. The concept of trade-offs between technology usefulness and acceptability is critical to consider, as older adults have a hierarchy of concerns. Implementing user-oriented frameworks can allow long-term and larger studies to be conducted to improve the evidence base for monitoring and increase the receptiveness of clinicians, policy makers, and end users.
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Affiliation(s)
- Andrew Chan
- Faculty of Rehabilitation Medicine, Department of Occupational Therapy, University of Alberta, Edmonton, AB, Canada.,Innovation and Technology Hub, Glenrose Rehabilitation Research, Edmonton, AB, Canada
| | - Rachel Cohen
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada.,Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
| | - Katherine-Marie Robinson
- School of Engineering Design and Teaching Innovation, Faculty of Engineering, University of Ottawa, Ottawa, ON, Canada.,Department of Philosophy, Faculty of Arts, University of Ottawa, Ottawa, ON, Canada
| | - Devvrat Bhardwaj
- Department of Electrical Engineering and Computer Science, Faculty of Engineering, University of Ottawa, Ottawa, ON, Canada
| | - Geoffrey Gregson
- Faculty of Rehabilitation Medicine, Department of Occupational Therapy, University of Alberta, Edmonton, AB, Canada.,Innovation and Technology Hub, Glenrose Rehabilitation Research, Edmonton, AB, Canada
| | - Jeffrey W Jutai
- Interdisciplinary School of Health Sciences, Faculty of Health Sciences, University of Ottawa, Ottawa, ON, Canada.,LIFE Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Jason Millar
- School of Engineering Design and Teaching Innovation, Faculty of Engineering, University of Ottawa, Ottawa, ON, Canada.,Department of Philosophy, Faculty of Arts, University of Ottawa, Ottawa, ON, Canada
| | - Adriana Ríos Rincón
- Faculty of Rehabilitation Medicine, Department of Occupational Therapy, University of Alberta, Edmonton, AB, Canada.,Innovation and Technology Hub, Glenrose Rehabilitation Research, Edmonton, AB, Canada
| | - Atena Roshan Fekr
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada.,Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
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26
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Vimalananda VG, Brito JP, Eiland LA, Lal RA, Maraka S, McDonnell ME, Narla RR, Roth MY, Crossen SS. Appropriate Use of Telehealth Visits in Endocrinology: Policy Perspective of the Endocrine Society. J Clin Endocrinol Metab 2022; 107:2953-2962. [PMID: 36194041 DOI: 10.1210/clinem/dgac494] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Indexed: 02/06/2023]
Abstract
OBJECTIVE This work aims to guide clinicians practicing endocrinology in the use of telehealth (synchronous patient-clinician visits conducted over video or telephone) for outpatient care. PARTICIPANTS The Endocrine Society convened a 9-member panel of US endocrinologists with expertise in telehealth clinical care, telehealth operations, patient-centered care, health care delivery research, and/or evidence-based medicine. EVIDENCE The panel conducted a literature search to identify studies published since 2000 about telehealth in endocrinology. One member extracted a list of factors affecting the quality of endocrine care via telehealth from the extant literature. The panel grouped these factors into 5 domains: clinical, patient, patient-clinician relationship, clinician, and health care setting and technology. CONSENSUS PROCESS For each domain, 2 or 3 members drew on existing literature and their expert opinions to draft a section examining the effect of the domain's component factors on the appropriateness of telehealth use within endocrine practice. Appropriateness was evaluated in the context of the 6 Institute of Medicine aims for health care quality: patient-centeredness, equity, safety, effectiveness, timeliness, and efficiency. The panel held monthly virtual meetings to discuss and revise each domain. Two members wrote the remaining sections and integrated them with the domains to create the full policy perspective, which was reviewed and revised by all members. CONCLUSIONS Telehealth has become a common care modality within endocrinology. This policy perspective summarizes the factors determining telehealth appropriateness in various patient care scenarios. Strategies to increase the quality of telehealth care are offered. More research is needed to develop a robust evidence base for future guideline development.
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Affiliation(s)
- Varsha G Vimalananda
- Center for Healthcare Organization and Implementation Research, VA Bedford Healthcare System, Bedford, Massachusetts 01730, USA
- Section of Endocrinology, Diabetes, Nutrition & Weight Management, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Juan P Brito
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, Minnesota, USA
- Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Leslie A Eiland
- Division of Diabetes, Endocrinology & Metabolism, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Rayhan A Lal
- Division of Endocrinology, Department of Medicine, Stanford University, Stanford, California, USA
- Division of Endocrinology, Department of Pediatrics, Stanford University, Stanford, California, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, California, USA
| | - Spyridoula Maraka
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, Minnesota, USA
- Division of Endocrinology and Metabolism, Department of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
- Section of Endocrinology, Central Arkansas Veterans Healthcare System, Little Rock, Arkansas, USA
| | - Marie E McDonnell
- Division of Endocrinology, Diabetes and Hypertension, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Radhika R Narla
- Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, University of Washington, Seattle, Washington, USA
- VA Puget Sound Health Care System, Seattle, Washington, USA
| | - Mara Y Roth
- Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Stephanie S Crossen
- Division of Endocrinology, Department of Pediatrics, University of California Davis School of Medicine, Sacramento, California, USA
- Center for Health and Technology, University of California Davis Health, Sacramento, California, USA
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Vicente MA, Fernández C, Guilabert M, Carrillo I, Martín-Delgado J, Mira JJ. Patient Engagement Using Telemedicine in Primary Care during COVID-19 Pandemic: A Trial Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14682. [PMID: 36429402 PMCID: PMC9690471 DOI: 10.3390/ijerph192214682] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 11/04/2022] [Accepted: 11/06/2022] [Indexed: 06/16/2023]
Abstract
The correct treatment of most non-transmissible diseases requires, in addition to adequate medication, adherence to physical activity and diet guidelines, as well as health data monitoring and patient motivation. The restrictions caused by the COVID-19 pandemic made telemedicine tools and mobile apps the best choice for monitoring patient compliance. The objective of this study was to analyze the benefits of an m-Health solution designed specifically for chronic patients during the COVID-19 pandemic. A pragmatic clinical trial with pre-post measurements of a single group was carried out with 70 patients (aged 40+) with one or more chronic conditions. Patients were provided with an ad hoc mobile app and health data measuring devices according to their diseases. The health status of the patients was monitored remotely by health professionals who could also modify the patient's objectives according to their evolution. The results obtained show an average fulfillment of objectives of 77%. Higher fulfillment values: medication adherence (98%) and oxygen saturation (82%); lower fulfillment values: weight (48%), glucose (57%), and distance walked (57%). Globally, the ad hoc app was rated 8.72 points out of 10 (standard deviation 1.10). Concerning the pre-post analysis, there were significant improvements vs. prior apps used by the participants in the following items: improved physical activation and better control of blood pressure, diet, weight, glucose, and oxygen saturation. In conclusion, the telemedicine tool developed was useful in increasing patient engagement and adherence to treatment.
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Affiliation(s)
| | - César Fernández
- Health Psychology Department, Miguel Hernandez University, 03202 Elche, Spain
| | - Mercedes Guilabert
- Health Psychology Department, Miguel Hernandez University, 03202 Elche, Spain
| | - Irene Carrillo
- Health Psychology Department, Miguel Hernandez University, 03202 Elche, Spain
| | - Jimmy Martín-Delgado
- Foundation for the Promotion of Health and Biomedical Research of Valencia Region (FISABIO), 0313 Alicante, Spain
- Instituto de Investigación e Innovación en Salud Integral, Facultad de Ciencias Médicas, Universidad Católica de Santiago de Guayaquil, Guayaquil 090603, Ecuador
| | - José Joaquín Mira
- Health Psychology Department, Miguel Hernandez University, 03202 Elche, Spain
- Foundation for the Promotion of Health and Biomedical Research of Valencia Region (FISABIO), 0313 Alicante, Spain
- Alicante-Sant Joan d’Alacant Health Department, 03013 Alicante, Spain
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Calikoglu F, Bagdemir E, Celik S, Idiz C, Ozsarı H, Issever H, Satman I. Telemedicine as a Motivational Tool to Optimize Metabolic Control in Patients with Diabetes in Turkey: A Prospective, Randomized, Controlled TeleDiab Trial. Telemed J E Health 2022; 29:518-530. [PMID: 36067018 DOI: 10.1089/tmj.2022.0028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Introduction: Telemedicine is a follow-up system that can improve the quality of management and cost-effectiveness of rapidly increasing diabetes patients. Methods: Two hundred adult patients with diabetes were enrolled in this prospective, randomized study. Consecutive patients were divided equally into two groups. Both groups received routine care visits quarterly. TeleDiab group also sent self-monitoring of blood glucose data and received short message service over the transmission system for 12 months. After the study was completed, all patients continued their routine care visits, and their data were evaluated for another 12 months. Six years after the initial study, patients were contacted by phone during the Covid-19 lockdown, and their status was assessed. Results: At the end of the study, glycemic control, kidney function, and lipid parameters of the TeleDiab group were statistically significantly better than the Usual Care group. There was no significant change in the weights of the patients. It was observed that this state of wellbeing continued both at the end of the second year and during the Covid-19 lockdown. Individuals with type 2 diabetes were found to benefit more from telemedicine. Discussion: It has been beneficial to guide patients with applications such as TeleDiab in diseases such as diabetes that require lifelong follow-up. On the other hand, the importance of telemedicine programs in the management of chronic diseases in the current pandemic conditions has come to the fore even more. Telemedicine is an effective motivational tool to ensure optimal control not only of glycemic but also of kidney and lipid parameters.
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Affiliation(s)
- Fulya Calikoglu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Istanbul Faculty of Medicine, University of Istanbul, Istanbul, Turkey
| | - Elif Bagdemir
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Istanbul Faculty of Medicine, University of Istanbul, Istanbul, Turkey
| | - Selda Celik
- Hamidiye Faculty of Nursing, Department of Internal Medicine, Nursing University of Health Sciences Turkey, Istanbul, Turkey
| | - Cemile Idiz
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Istanbul Faculty of Medicine, University of Istanbul, Istanbul, Turkey
| | - Haluk Ozsarı
- Department of Healthcare Management, Faculty of Health Sciences, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Halim Issever
- Division of Medical Sciences, Department of Public Health, Istanbul Faculty of Medicine, University of Istanbul, Istanbul, Turkey
| | - Ilhan Satman
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Istanbul Faculty of Medicine, University of Istanbul, Istanbul, Turkey
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Abstract
Digital health and telehealth connectivity have become important aspects of clinical care. Connected devices, including continuous glucose monitors and automated insulin delivery systems for diabetes, are being used increasingly to support personalized clinical decisions based on automatically collected data. Furthermore, the development, demand, and coverage for telehealth have all recently expanded, as a result of the COVID-19 pandemic. Medical care, and especially diabetes care, are therefore becoming more digital through the use of both connected digital health devices and telehealth communication. It has therefore become necessary to integrate digital data into the electronic health record and maintain personal data confidentiality, integrity, and availability. Connected digital monitoring combined with telehealth communication is known as virtual health. For this virtual care paradigm to be successful, patients must have proper skills, training, and equipment. We propose that along with the five current vital signs of blood pressure, pulse, respiratory rate, temperature, and pain, at this time, digital connectivity should be considered as the sixth vital sign. In this article, we present a scale to assess digital connectivity.
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Affiliation(s)
| | - Trisha Shang
- Diabetes Technology Society, Burlingame, CA, USA
| | | | - Eda Cengiz
- Yale School of Medicine, New Haven, CT, USA
| | - Chhavi Mehta
- Palo Alto Medical Foundation, Burlingame, CA, USA
| | - David Kerr
- Sansum Diabetes Research Institute, Santa Barbara, CA, USA
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Christensen JR, Laursen DH, Lauridsen JT, Hesseldal L, Jakobsen PR, Nielsen JB, Søndergaard J, Brandt CJ. Reversing Type 2 Diabetes in a Primary Care-Anchored eHealth Lifestyle Coaching Programme in Denmark: A Randomised Controlled Trial. Nutrients 2022; 14:nu14163424. [PMID: 36014930 PMCID: PMC9414066 DOI: 10.3390/nu14163424] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 08/12/2022] [Accepted: 08/17/2022] [Indexed: 12/12/2022] Open
Abstract
The goal of this trial was to investigate whether an eHealth lifestyle coaching programme led to significant weight loss and decreased Haemoglobin A1c (HbA1c) in patients with type 2 diabetes. In an RCT, 170 patients were enrolled from 2018 to 2019 for intervention or control. Inclusion criteria were diagnosed with type 2 diabetes, BMI 30−45 kg/m2, and aged 18−70 years. Exclusion criteria were lacks internet access, pregnant or planning a pregnancy, or has a serious disease. Primary and secondary outcomes were a reduction in body weight and HbA1c. At six months, 75 (75%) patients in the intervention group and 53 (76%) patients in the control group remained in the trial. The mean body weight loss was 4.2 kg (95% CI, −5.49; −2.98) in the intervention group and 1.5 kg (95% CI, −2.57; −0.48) in the control group (p = 0.005). In the intervention group, 24 out of 62 patients with elevated HbA1c at baseline (39%) had a normalized HbA1c < 6.5% at six months, compared to 8 out of 40 patients with elevated HbA1c at baseline (20%) in the control group (p = 0.047). The eHealth lifestyle coaching programme can lead to significant weight loss and decreased HbA1c among patients with type 2 diabetes, compared to standard care.
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Affiliation(s)
- Jeanette Reffstrup Christensen
- Research Unit of General Practice, Department of Public Health, The Faculty of Health Sciences, University of Southern Denmark, 5000 Odense, Denmark
- User Perspectives and Community-Based Interventions, Department of Public Health, The Faculty of Health Sciences, University of Southern Denmark, 5000 Odense, Denmark
- The MOVE Unit, Research Unit of General Practice, The Faculty of Health, Aarhus University, 8000 Aarhus, Denmark
- Correspondence:
| | - Ditte Hjorth Laursen
- Department of Public Health, Faculty of Health and Medical Science, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Jørgen Trankjær Lauridsen
- Department of Economics, The Faculty of Business and Social Sciences, University of Southern Denmark, 5000 Odense, Denmark
| | - Laura Hesseldal
- Research Unit of General Practice, Department of Public Health, The Faculty of Health Sciences, University of Southern Denmark, 5000 Odense, Denmark
| | - Pernille Ravn Jakobsen
- Research Unit of General Practice, Department of Public Health, The Faculty of Health Sciences, University of Southern Denmark, 5000 Odense, Denmark
| | - Jesper Bo Nielsen
- Research Unit of General Practice, Department of Public Health, The Faculty of Health Sciences, University of Southern Denmark, 5000 Odense, Denmark
| | - Jens Søndergaard
- Research Unit of General Practice, Department of Public Health, The Faculty of Health Sciences, University of Southern Denmark, 5000 Odense, Denmark
| | - Carl J. Brandt
- Research Unit of General Practice, Department of Public Health, The Faculty of Health Sciences, University of Southern Denmark, 5000 Odense, Denmark
- Liva Healthcare, 1434 Copenhagen, Denmark
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Identification and Experimental Validation of Marker Genes between Diabetes and Alzheimer’s Disease. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022; 2022:8122532. [PMID: 35996379 PMCID: PMC9391608 DOI: 10.1155/2022/8122532] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 06/15/2022] [Accepted: 08/01/2022] [Indexed: 11/21/2022]
Abstract
Currently, Alzheimer's disease (AD) and type 2 diabetes mellitus (T2DM) are widely prevalent in the elderly population, and accumulating evidence implies a strong link between them. For example, patients with T2DM have a higher risk of developing neurocognitive disorders, including AD, but the exact mechanisms are still unclear. This time, by combining bioinformatics analysis and in vivo experimental validation, we attempted to find a common biological link between AD and T2DM. We firstly downloaded the gene expression profiling (AD: GSE122063; T2DM: GSE161355) derived from the temporal cortex. To find the associations, differentially expressed genes (DEGs) of the two datasets were filtered and intersected. Based on them, enrichment analysis was carried out, and the least absolute shrinkage and selection operator (LASSO) logistic regression and support vector machine-recursive feature elimination (SVM-RFE) algorithms were used to identify the specific genes. After verifying in the external dataset and in the samples from the AD and type 2 diabetes animals, the shared targets of the two diseases were finally determined. Based on them, the ceRNA networks were constructed. Besides, the logistic regression and single-sample gene set enrichment analysis (ssGSEA) were performed. As a result, 62 DEGs were totally identified between AD and T2DM, and the enrichment analysis indicated that they were much related to the function of synaptic vesicle and MAPK signaling pathway. Based on the evidence from external dataset and RT-qPCR, CARTPT, EPHA5, and SERPINA3 were identified as the marker genes in both diseases, and their clinical significance and biological functions were further analyzed. In conclusion, discovering and exploring the marker genes that are dysregulated in both 2 diseases could help us better comprehend the intrinsic relationship between T2DM and AD, which may inspire us to develop new strategies for facing the dilemmas of clinical or basic research in cognitive dysfunction.
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The Prevalence of Teleophthalmology in the Piedmont Region of Italy: Current Situation and Future Perspectives. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19148608. [PMID: 35886460 PMCID: PMC9323649 DOI: 10.3390/ijerph19148608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 07/11/2022] [Accepted: 07/13/2022] [Indexed: 11/30/2022]
Abstract
Purpose: This cross-sectional study aims to evaluate the actual prevalence of telemedicine, with a particular attention to teleophthalmology programs, in the Piedmont region of Northern Italy and investigate the prospects of the discipline, comparing the situation with the rest of Italy. Information about the current teleophthalmological development is important to assess the state-of-the-art of innovation in medicine in different areas of the world so that there can be a healthy comparison and evaluation of progress and backlog. Methods: We sent questionnaires to every Local Healthcare Authority and gathered the answers in five distinct categories. Due to the COVID-19 pandemic, we collected information by telephone. We investigated five primary areas: what type of telemedicine services are currently in operation, how they are managed, the presence of any evaluation of patient satisfaction and cost-savings, and the prospects of future teleophthalmology programs to be implemented. Results: Only 2% of the total telemedicine programs are in the field of ophthalmology. The greater parts are in the field of cardiology (15%) and endocrinology (13%). Currently, only one program of teleophthalmology exists in the territory, and at least four more projects are waiting to be approved or funded. Surveys about patient satisfaction were not provided and there was no evidence of cost-saving. Conclusions: Teleophthalmology in Piedmont is slowly developing, although there is a lack of a unified network for storing and managing patients’ data. During the COVID-19 pandemic, telemedicine usage drastically increased, and there is a need to evaluate this trend to understand its place in the future of medicine.
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Hesseldal L, Christensen JR, Olesen TB, Olsen MH, Jakobsen PR, Laursen DH, Lauridsen JT, Nielsen JB, Søndergaard J, Brandt CJ. Long term Weight Loss in a Primary Care-Anchored eHealth Lifestyle Coaching Program in Denmark: Randomized Controlled Trial (Preprint). JMIR Diabetes 2022; 24:e39741. [PMID: 36149735 PMCID: PMC9547330 DOI: 10.2196/39741] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 07/06/2022] [Accepted: 07/31/2022] [Indexed: 12/15/2022] Open
Abstract
Background Long-term weight loss in people living with obesity can reduce the risk and progression of noncommunicable diseases. Observational studies suggest that digital coaching can lead to long-term weight loss. Objective We investigated whether an eHealth lifestyle coaching program for people living with obesity with or without type 2 diabetes led to significant, long-term (12-month) weight loss compared to usual care. Methods In a randomized controlled trial that took place in 50 municipalities in Denmark, 340 people living with obesity with or without type 2 diabetes were enrolled from April 16, 2018, to April 1, 2019, and randomized via an automated computer algorithm to an intervention (n=200) or a control (n=140) group. Patients were recruited via their general practitioners, the Danish diabetes organization, and social media. The digital coaching intervention consisted of an initial 1-hour face-to-face motivational interview followed by digital coaching using behavioral change techniques enabled by individual live monitoring. The primary outcome was change in body weight from baseline to 12 months. Results Data were assessed for 200 participants, including 127 from the intervention group and 73 from the control group, who completed 12 months of follow-up. After 12 months, mean body weight and BMI were significantly reduced in both groups but significantly more so in the intervention group than the control group (–4.5 kg, 95% CI –5.6 to –3.4 vs –1.5 kg, 95% CI –2.7 to –0.2, respectively; P<.001; and –1.5 kg/m2, 95% CI –1.9 to –1.2 vs –0.5 kg/m2, 95% CI –0.9 to –0.1, respectively; P<.001). Hemoglobin A1c was significantly reduced in both the intervention (–6.0 mmol/mol, 95% CI –7.7 to –4.3) and control (–4.9 mmol/mol, 95% CI –7.4 to –2.4) groups, without a significant group difference (all P>.46). Conclusions Compared to usual care, digital lifestyle coaching can induce significant weight loss for people living with obesity, both with and without type 2 diabetes, after 12 months. Trial Registration ClinicalTrials.gov NCT03788915; https://clinicaltrials.gov/ct2/show/NCT03788915
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Affiliation(s)
- Laura Hesseldal
- Research Unit for General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Zealand, Holdbaek, Denmark
| | - Jeanette Reffstrup Christensen
- Research Unit for General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
- User Perspectives and Community-based Interventions, Department of Public Health, University of Southern Denmark, Odense, Denmark
- Research Unit of General Practice, Aarhus University, Aarhus, Denmark
| | | | - Michael Hecht Olsen
- Steno Diabetes Center Zealand, Holdbaek, Denmark
- Department of Internal Medicine, Holbaek Hospital, Holbaek, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Pernille Ravn Jakobsen
- Research Unit for General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | | | | | - Jesper Bo Nielsen
- Research Unit for General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Jens Søndergaard
- Research Unit for General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Carl Joakim Brandt
- Research Unit for General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
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Zhang A, Wang J, Wan X, Zhang Z, Zhao S, Guo Z, Wang C. A Meta-Analysis of the Effectiveness of Telemedicine in Glycemic Management among Patients with Type 2 Diabetes in Primary Care. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19074173. [PMID: 35409853 PMCID: PMC8999008 DOI: 10.3390/ijerph19074173] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 03/28/2022] [Accepted: 03/29/2022] [Indexed: 12/14/2022]
Abstract
Introduction: Telemedicine interventions are gradually being used in primary health care to help patients with type 2 diabetes receive ongoing medical guidance. The purpose of this study was to analyze the effectiveness of using telemedicine in primary health care for the management of patients with type 2 diabetes. Methods: A systematic search was conducted from database inception to August 2021 in nine databases, including PubMed, Web of Science, Cochrane Library, EMBASE, EBSCO, CNKI, Wanfang Data, VIP, and CBM. Data extraction and quality assessment were performed for studies that met the inclusion criteria. The meta-analysis was performed using Review Manager 5.4 (Cochrane) and Stata v.16.0SE (College Station, TX, USA). Results: A total of 32 articles were included in this study. Analysis showed a reduction in glycated hemoglobin, fasting glucose, and postprandial glucose after the telemedicine intervention. Systolic blood pressure and self-efficacy improved significantly, but there was no significant improvement in weight, lipid metabolism, or diabetes awareness. Subgroup analysis based on the duration of intervention showed significant improvement in glycated hemoglobin at 6 months of intervention. Conclusions: Telemedicine interventions may help patients with type 2 diabetes to effectively control blood glucose and improve self-management in primary health care. There is only moderate benefit, and the benefit may not be sustained beyond 6 months. However, the evidence for the improvement in lipid metabolism is insufficient and further studies are needed.
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Affiliation(s)
- Anqi Zhang
- School of Nursing, School of Public Health, Yangzhou University, Yangzhou 225000, China; (A.Z.); (X.W.); (Z.Z.); (S.Z.); (C.W.)
| | - Jinsong Wang
- School of Nursing, School of Public Health, Yangzhou University, Yangzhou 225000, China; (A.Z.); (X.W.); (Z.Z.); (S.Z.); (C.W.)
- Yangzhou Commission of Health, Yangzhou 225000, China;
- Correspondence:
| | - Xiaojuan Wan
- School of Nursing, School of Public Health, Yangzhou University, Yangzhou 225000, China; (A.Z.); (X.W.); (Z.Z.); (S.Z.); (C.W.)
| | - Ziyi Zhang
- School of Nursing, School of Public Health, Yangzhou University, Yangzhou 225000, China; (A.Z.); (X.W.); (Z.Z.); (S.Z.); (C.W.)
| | - Shuhan Zhao
- School of Nursing, School of Public Health, Yangzhou University, Yangzhou 225000, China; (A.Z.); (X.W.); (Z.Z.); (S.Z.); (C.W.)
| | - Zihe Guo
- Yangzhou Commission of Health, Yangzhou 225000, China;
| | - Chufan Wang
- School of Nursing, School of Public Health, Yangzhou University, Yangzhou 225000, China; (A.Z.); (X.W.); (Z.Z.); (S.Z.); (C.W.)
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Baughman D, Ptasinski A, Baughman K, Buckwalter N, Jabbarpour Y, Waheed A. Comparable Quality Performance of Acute Low-Back Pain Care in Telemedicine and Office-Based Cohorts. Telemed J E Health 2022; 28:1579-1586. [PMID: 35349350 DOI: 10.1089/tmj.2021.0535] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Introduction: Back pain is among the most common presentations in primary care offices. National organizations have standardized the appropriate use of imaging for acute low-back pain (LBP). The objective of this study was to evaluate the use of imaging in LBP between telemedicine and in-person clinical encounters. Methods: This retrospective cohort compared secondary data from 20,624 telemedicine and office encounters in a large nonprofit health system from July 1, 2019, to June 30, 2021. The proportion of patients aged 18-50 years who did not receive imaging for acute LBP (X-ray, computed tomography, or magnetic resonance imaging) within 28 days of the provider encounter was measured according to Healthcare Effectiveness Data and Information Set specifications. Performance was compared across race, ethnicity, age, body mass index, overall risk score, and insurance type. Chi-squared tests determined significant differences between cohorts (p < 0.05). Results: Patients seen via telemedicine had significantly lower rates of imaging within 28 days of their physician encounter (office: 16.32%, telemedicine: 11.20%; difference: 5.12%; p < 0.01). This was consistent across racial, ethnic, and risk score subgroups. Discussion: For practices and health systems, telemedicine might be a higher value approach for initial evaluation of acute LBP in primary care. For policy makers, telemedicine can save on health care costs without negatively impacting quality performance measures. Conclusions: Telemedicine is unlikely to compromise quality of acute LBP care, supporting this virtual space as an alternative care venue. The most beneficial use of telemedicine might be triaging initial encounters of acute LBP in primary care. Stronger evidence could support its long-term potential for driving value through cost savings.
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Affiliation(s)
- Derek Baughman
- WellSpan Good Samaritan Hospital Family Medicine Residency Program, Lebanon, Pennsylvania, USA
- The Robert Graham Center for Policy Studies in Family and Primary Care, Washington, District of Columbia, USA
| | - Anna Ptasinski
- Penn State College of Medicine, Hershey, Pennsylvania, USA
| | | | - Nicholas Buckwalter
- WellSpan Good Samaritan Hospital Family Medicine Residency Program, Lebanon, Pennsylvania, USA
| | - Yalda Jabbarpour
- The Robert Graham Center for Policy Studies in Family and Primary Care, Washington, District of Columbia, USA
| | - Abdul Waheed
- WellSpan Good Samaritan Hospital Family Medicine Residency Program, Lebanon, Pennsylvania, USA
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Cao DX, Tran RJC, Yamzon J, Stewart TL, Hernandez EA. Effectiveness of telepharmacy diabetes services: A systematic review and meta-analysis. Am J Health Syst Pharm 2022; 79:860-872. [PMID: 35235950 DOI: 10.1093/ajhp/zxac070] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
DISCLAIMER In an effort to expedite the publication of articles related to the COVID-19 pandemic, AJHP is posting these manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time. PURPOSE Although pharmacist-provided diabetes services have been shown to be effective, the effectiveness of telepharmacy (TP) in diabetes management has not been clearly established. This systematic review and meta-analysis aims to evaluate the effectiveness of diabetes TP services. METHODS PubMed, Embase, and the Cochrane Central Register of Controlled Trials (CENTRAL) were searched (from inception through September 2021) to identify published studies that evaluated the effect of TP services in patients with diabetes mellitus and reported either glycosylated hemoglobin (HbA1c) or fasting blood glucose (FBG) outcomes. Mean difference (MD), weighted mean difference (WMD), relative risk (RR), and 95% confidence intervals were calculated using the DerSimonian and Laird random-effects model. RESULTS 36 studies involving 13,773 patients were included in the systematic review, and 23 studies were included in the meta-analysis. TP was associated with a statistically significant decrease in HbA1c (MD, -1.26%; 95% CI, -1.69 to -0.84) from baseline. FBG was not significantly affected (MD, -25.32 mg/dL; 95% CI, -57.62 to 6.98). Compared to non-TP service, TP was associated with a lower risk of hypoglycemia (RR, 0.48; 95% CI, 0.30-0.76). In a subset of studies that compared TP to face-to-face (FTF) pharmacy services, no significant difference in HbA1c lowering was seen between the 2 groups (WMD, -0.09%; 95% CI, -1.07 to 0.90). CONCLUSION Use of TP was associated with reduction of HbA1c and the risk of hypoglycemia in patients with diabetes mellitus. High-quality randomized controlled trials are needed to validate the effectiveness of diabetes TP services relative to FTF services.
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Affiliation(s)
- Diana X Cao
- Department of Pharmacy Practice, Marshall B. Ketchum University College of Pharmacy, Fullerton, CA, USA
| | - Rebecca J C Tran
- Department of Clinical and Administrative Sciences, Keck Graduate Institute School of Pharmacy and Health Sciences, Claremont, CA, USA
| | - Joycelyn Yamzon
- Department of Pharmacy Practice, Marshall B. Ketchum University College of Pharmacy, Fullerton, CA, USA
| | - Tania L Stewart
- Department of Clinical and Administrative Sciences, Keck Graduate Institute School of Pharmacy and Health Sciences, Claremont, CA, USA
| | - Elvin A Hernandez
- Department of Pharmacy Practice, Marshall B. Ketchum University College of Pharmacy, Fullerton, CA, USA
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Crossen SS, Bruggeman BS, Haller MJ, Raymond JK. Challenges and Opportunities in Using Telehealth for Diabetes Care. Diabetes Spectr 2022; 35:33-42. [PMID: 35308158 PMCID: PMC8914589 DOI: 10.2337/dsi21-0018] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The ongoing coronavirus pandemic led to a rapid and dramatic increase in the use of telehealth for diabetes care. In the wake of this transition, we examine new opportunities and ongoing challenges for using telehealth within diabetes management, based on data and experiences from the pre-pandemic and pandemic time frames.
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Affiliation(s)
- Stephanie S. Crossen
- Division of Pediatric Endocrinology, University of California, Davis, Sacramento, CA
- Corresponding author: Stephanie S. Crossen,
| | | | - Michael J. Haller
- Division of Pediatric Endocrinology, University of Florida, Gainesville, FL
| | - Jennifer K. Raymond
- Division of Pediatric Endocrinology, Children’s Hospital Los Angeles, Los Angeles, CA
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Desimone ME, Sherwood J, Soltman SC, Moran A. Telemedicine in cystic fibrosis. J Clin Transl Endocrinol 2021; 26:100270. [PMID: 34765457 PMCID: PMC8571077 DOI: 10.1016/j.jcte.2021.100270] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 09/30/2021] [Accepted: 10/21/2021] [Indexed: 02/08/2023] Open
Abstract
Cystic Fibrosis (CF) requires lifetime multidisciplinary care to manage both pulmonary and extra pulmonary manifestations. The median age of survival for people with CF is rising and the number of adults with CF is expected to increase dramatically over the coming years. People with CF have better outcomes when managed in specialty centers, however access can be limited. Telemedicine and technology-based care solutions may help to overcome barriers to availability and improve access. This review outlines the use of telehealth for CF management. Telehealth has been utilized for CF across a broad variety of indications, even prior to the COVID-19 pandemic, and in general has been well accepted by patients and providers. There are a paucity of data, however, related to health outcomes, and the healthcare utilization specific to CF and its related comorbidities. Future studies are needed to address the questions of health outcomes, cost, burdens of telehealth and barriers to implementation.
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Affiliation(s)
- Marisa E. Desimone
- Division of Endocrinology, Diabetes and Metabolism, State University of New York at Upstate Medical University 750 East Adams Street, Syracuse, NY 13210, USA
| | - Jordan Sherwood
- Division of Pediatric Endocrinology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Sarah C. Soltman
- Division of Endocrinology, Diabetes and Clinical Nutrition, Oregon Health and Science University, 3270 SW Pavilion Loop, Portland, OR 97239, USA
| | - Antoinette Moran
- Division of Pediatric Endocrinology, University of Minnesota, 2512 S 7th Street, Minneapolis, MN 55454, USA
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Zhang AAY, Chew NWS, Ng CH, Phua K, Aye YN, Mai A, Kong G, Saw K, Wong RCC, Kong WKF, Poh KK, Chan KH, Low AFH, Lee CH, Chan MYY, Chai P, Yip J, Yeo TC, Tan HC, Loh PH. Post-ST-Segment Elevation Myocardial Infarction Follow-Up Care During the COVID-19 Pandemic and the Possible Benefit of Telemedicine: An Observational Study. Front Cardiovasc Med 2021; 8:755822. [PMID: 34746268 PMCID: PMC8569238 DOI: 10.3389/fcvm.2021.755822] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 09/27/2021] [Indexed: 12/26/2022] Open
Abstract
Background: Infectious control measures during the COVID-19 pandemic have led to the propensity toward telemedicine. This study examined the impact of telemedicine during the pandemic on the long-term outcomes of ST-segment elevation myocardial infarction (STEMI) patients. Methods: This study included 288 patients admitted 1 year before the pandemic (October 2018–December 2018) and during the pandemic (January 2020–March 2020) eras, and survived their index STEMI admission. The follow-up period was 1 year. One-year primary safety endpoint was all-cause mortality. Secondary safety endpoints were cardiac readmissions for unplanned revascularisation, non-fatal myocardial infarction, heart failure, arrythmia, unstable angina. Major adverse cardiovascular events (MACE) was defined as the composite outcome of each individual safety endpoint. Results: Despite unfavorable in-hospital outcomes among patients admitted during the pandemic compared to pre-pandemic era, both groups had similar 1-year all-cause mortality (11.2 vs. 8.5%, respectively, p = 0.454) but higher cardiac-related (14.1 vs. 5.1%, p < 0.001) and heart failure readmissions in the pandemic vs. pre-pandemic groups (7.1 vs. 1.7%, p = 0.037). Follow-up was more frequently conducted via teleconsultations (1.2 vs. 0.2 per patient/year, p = 0.001), with reduction in physical consultations (2.1 vs. 2.6 per patient/year, p = 0.043), during the pandemic vs. pre-pandemic era. Majority achieved guideline-directed medical therapy (GDMT) during pandemic vs. pre-pandemic era (75.9 vs. 61.6%, p = 0.010). Multivariable Cox regression demonstrated achieving medication target doses (HR 0.387, 95% CI 0.164–0.915, p = 0.031) and GDMT (HR 0.271, 95% CI 0.134–0.548, p < 0.001) were independent predictors of lower 1-year MACE after adjustment. Conclusion: The pandemic has led to the wider application of teleconsultation, with increased adherence to GDMT, enhanced medication target dosing. Achieving GDMT was associated with favorable long-term prognosis.
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Affiliation(s)
- Audrey A Y Zhang
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore
| | - Nicholas W S Chew
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore
| | - Cheng Han Ng
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Kailun Phua
- Department of Medicine, National University Hospital, Singapore
| | - Yin Nwe Aye
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore
| | - Aaron Mai
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Gwyneth Kong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Kalyar Saw
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore
| | - Raymond C C Wong
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - William K F Kong
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Kian-Keong Poh
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Koo-Hui Chan
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Adrian Fatt-Hoe Low
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Chi-Hang Lee
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Mark Yan-Yee Chan
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Ping Chai
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - James Yip
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Tiong-Cheng Yeo
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Huay-Cheem Tan
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Poay-Huan Loh
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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Hirschler V, Molinari C, Figueroa Sobrero A, Pelicand J, Pinto Ibárcena P, Del Aguila Villar CM, Scaiola E, Bocco P, Gonzalez DS, Mac A, Ramirez Trillo C, Mora Brito E, Acosta J, Lapertosa S, Gonzalez CD. Influence of Telemedicine on the Number of Visits and HbA1c Determinations in Latin American Children with Type 1 Diabetes. Diabetes Technol Ther 2021; 23:731-736. [PMID: 34115956 DOI: 10.1089/dia.2021.0189] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Objective: To measure the changes in the number of medical visits and the number of hemoglobin A1c (HbA1c) determinations according to telemedicine access in children with type 1 diabetes (T1DM) during the pandemic 2020 compared with 2019 and 2018. Methods: This is a multinational study of children with T1DM from four Latin American countries. The number of medical visits, the number of HbA1c determinations, and access to telemedicine during 2020 were extracted from their records. Results: Two hundred twenty-seven children (59% females) aged 12.7 ± 3.2 years with a duration of 5.4 ± 2.7 years of T1DM in 2018 were evaluated. There was a higher prevalence of children with telemedicine access in the pandemic 2020 versus those without [145 (63.9%) vs. 82 (36.1%); P < 0.01]. There was a higher number of medical visits during 2020 in children with telemedicine access versus those without (6.9 vs. 2.6; P < 0.01). Children with telemedicine access had a higher number of visits in 2020 versus 2018 (6.87 vs. 5.04, P < 0.01), but similar to 2019. Children without access had a lower number of visits in 2020 versus 2019 (2.6 vs. 5.5; P < 0.01) and versus 2018 (2.6 vs. 5.1; P < 0.01). In 2020, the number of HbA1c determinations in children with telemedicine access was higher versus those without (1.8 vs. 0.9; P < 0.01). Children with telemedicine access had a lower number of HbA1c determinations in 2020 versus 2019 (1.8 vs. 2.4; P < 0.01), but similar to 2018. Furthermore, children without access had a lower number of HbA1c determinations in 2020 versus 2019 (0.9 vs. 1.9; P < 0.01) and versus 2018 (0.9 vs. 2.0; P < 0.01). Conclusions: We found that children with T1DM with telemedicine access had a significantly higher number of medical visits and HbA1c determinations during lockdown than those without access in different Latin American centers.
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Affiliation(s)
- Valeria Hirschler
- Nutrition and Diabetes, University of Buenos Aires, Buenos Aires, Argentina
| | - Claudia Molinari
- Nutrition and Diabetes, University of Buenos Aires, Buenos Aires, Argentina
| | | | - Julie Pelicand
- San Camilo Hospital-Medicine School, Universidad de Valparaíso, San Felipe, Chile
| | - Paula Pinto Ibárcena
- Endocrinology and Metabolism Service of the National Institute of Child Health, Lima, Peru
| | | | - Edit Scaiola
- Private Clinic former Ushuaia Regional Hospital, Ushuaia, Argentina
| | | | | | - Ailin Mac
- Neuquén Regional Hospital, Neuquén, Argentina
| | | | | | | | - Silvia Lapertosa
- Nutrition and Diabetes, University of Buenos Aires, Buenos Aires, Argentina
| | - Claudio D Gonzalez
- Nutrition and Diabetes, University of Buenos Aires, Buenos Aires, Argentina
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41
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Crossen SS, Romero CC, Loomba LA, Glaser NS. Patient Perspectives on Use of Video Telemedicine for Type 1 Diabetes Care in the United States during the COVID-19 Pandemic. ENDOCRINES 2021; 2:449-456. [PMID: 35373189 PMCID: PMC8975132 DOI: 10.3390/endocrines2040040] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The COVID-19 pandemic has resulted in widespread adoption of telemedicine for management of chronic conditions such as type 1 diabetes (T1D), but few data have been collected about the patient experience and perceived quality of care during this time. We surveyed members of the T1D Exchange patient registry and online community regarding their experiences with and opinions about telemedicine care during the pandemic. Among 2235 survey respondents, 65% had utilized telemedicine. The most common reasons for adopting telemedicine were providers not offering in-person care (66%), concerns about the health risks of in-person care (59%), providers offering (52%) or insurance covering (19%) telemedicine for the first time, and local or state orders to stay home (33%). Among telemedicine users, 62% felt video care was as effective as or more effective than in-person care, and 82% hoped to use telemedicine in the future. The most-cited reason for non-use of telemedicine was that providers were not offering it (49%). Our findings highlight the role of telemedicine in maintaining access to T1D care during the COVID-19 pandemic. Respondents’ satisfaction with telemedicine and interest in its continued use signifies the need for ongoing access to this care modality and for the development of telemedicine best practices within T1D care.
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Affiliation(s)
- Stephanie S. Crossen
- Department of Pediatrics, University of California, Davis, Sacramento, CA 95817, USA
- Center for Health and Technology, University of California, Davis, Sacramento, CA 95817, USA
- Correspondence: ; Tel.: +1-916-734-7098; Fax: +1-916-734-7070
| | - Crystal C. Romero
- Department of Pediatrics, University of California, Davis, Sacramento, CA 95817, USA
| | - Lindsey A. Loomba
- Department of Pediatrics, University of California, Davis, Sacramento, CA 95817, USA
| | - Nicole S. Glaser
- Department of Pediatrics, University of California, Davis, Sacramento, CA 95817, USA
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Eberle C, Stichling S. Impact of COVID-19 lockdown on glycemic control in patients with type 1 and type 2 diabetes mellitus: a systematic review. Diabetol Metab Syndr 2021; 13:95. [PMID: 34493317 PMCID: PMC8423337 DOI: 10.1186/s13098-021-00705-9] [Citation(s) in RCA: 94] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 08/10/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND In 2019, a new virus known as severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2) has emerged. Coronavirus disease 2019 (COVID-19) was classified as a pandemic in a short period of time. In order to reduce the spread of COVID-19, many countries have imposed a lockdown with movement restrictions, social distancing and home confinement, which has affected routine healthcare activities and everyday life. The aim of this systematic review was to examine the impact of the COVID-19 lockdown on glycemic control in patients with type 1 diabetes (T1D) and type 2 diabetes (T2D). METHODS We systematically identified studies by searching the databases Cochrane Library, MEDLINE via PubMed, Web of Science Core Collection, EMBASE, and CINAHL until April 2021. We included n = 33 observational studies of which n = 25 investigated T1D and n = 8 T2D. RESULTS Overall, we analyzed n = 2881 T1D patients and n = 1823 T2D patients. Glycemic values in patients with T1D improved significantly during lockdown. Overall, n = 18 (72%) T1D studies indicated significant improvements in glycemic outcomes. Meta-analysis revealed a mean difference in HbA1c of - 0.05% (95% CI - 0.31 to 0.21) due to lockdown, and in time in range (TIR) of + 3.75% (95% CI 2.56 to 4.92). Lockdown determined a short-term worsening in glycemic values in patients with T2D. Overall, n = 4 (50%) publications observed deteriorations in glycemic control. Meta-analysis demonstrated a mean difference in HbA1c of + 0.14 (95% CI - 0.13 to 0.40) through the lockdown. Moreover, n = 3 (75%) studies reported a not significant deterioration in body weight. CONCLUSIONS Glycemic values in people with T1D significantly improved during COVID-19 lockdown, which may be associated with positive changes in self-care and digital diabetes management. In contrast, lockdown rather determined a short-term worsening in glycemic parameters in patients with T2D. Further research is required, particularly into the causes and effective T2D management during lockdown.
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Affiliation(s)
- Claudia Eberle
- Medicine With Specialization in Internal Medicine and General Medicine, Hochschule Fulda-University of Applied Sciences, Leipziger Strasse 123, 36037, Fulda, Germany.
| | - Stefanie Stichling
- Medicine With Specialization in Internal Medicine and General Medicine, Hochschule Fulda-University of Applied Sciences, Leipziger Strasse 123, 36037, Fulda, Germany
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43
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Dutta A, Mahendru S, Sharma R, Singh A, Jain A, Jevalikar G, Mithal A. Video Consultation Versus In-Person Clinic Visit for Glycemic Control in Type 2 Diabetes during COVID-19 Pandemic (VIP-CD Study). Indian J Endocrinol Metab 2021; 25:427-431. [PMID: 35300446 PMCID: PMC8923318 DOI: 10.4103/ijem.ijem_347_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 10/04/2021] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVES To compare the efficacy of video consultation (VC) for prospective glycemic control against that of in-person clinic visit (IPV) in individuals with type 2 diabetes. MATERIALS AND METHODS This is a retrospective, cohort study of 96 individuals with type 2 diabetes followed up for a period of ≤6 months. The cohort was divided into two groups depending on the mode of consultation, namely IPV (n = 48) and VC (n = 48). Baseline and follow-up characteristics including glycemic profile and lipid profile were compared. RESULTS The cohort had a mean age of 55.4 ± 13.8 years, median diabetes duration of 8 (0.3-70) years, a mean body mass index (BMI) of 28.8 ± 5.8 kg/m2, 44 (46.3%) females, and uncontrolled hyperglycemia (HbA1c 8.7% ± 1.9%). Both groups were adequately matched at baseline. At the time of first visit, cessation of previous medications was more frequent in the IPV group (37.5% vs 8.3%; P = 0.001) than in the VC group. Follow-up was earlier in the VC group as compared to the IPV group (43.2 vs 87.9 days; P = 0.000). During the follow-up period, both groups had similar and adequate glycemic (mean HbA1c 7% ± 1%) and lipid profile control. Cox regression model showed that the VC group achieved glycemic control quicker as compared to the IPV group. CONCLUSIONS Telemedicine is an effective mode of consultation for attaining glycemic control during COVID-19 pandemic, possibly owing to the quicker follow-up without the risk of potential in-clinic/hospital exposure to COVID-19.
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Affiliation(s)
- Aditya Dutta
- Institute of Endocrinology and Diabetes, Max Healthcare, New Delhi, India
| | - Shama Mahendru
- Institute of Endocrinology and Diabetes, Max Healthcare, New Delhi, India
| | - Rutuja Sharma
- Institute of Endocrinology and Diabetes, Max Healthcare, New Delhi, India
| | - Anshu Singh
- Institute of Endocrinology and Diabetes, Max Healthcare, New Delhi, India
| | - Anjali Jain
- Institute of Endocrinology and Diabetes, Max Healthcare, New Delhi, India
| | - Ganesh Jevalikar
- Institute of Endocrinology and Diabetes, Max Healthcare, New Delhi, India
| | - Ambrish Mithal
- Institute of Endocrinology and Diabetes, Max Healthcare, New Delhi, India
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Eberle C, Stichling S. Telemedical Approaches to Managing Gestational Diabetes Mellitus During COVID-19: Systematic Review. JMIR Pediatr Parent 2021; 4:e28630. [PMID: 34081604 PMCID: PMC8345174 DOI: 10.2196/28630] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 04/28/2021] [Accepted: 05/26/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND In 2019, a new coronavirus emerged in China, and the disease caused by the virus (COVID-19) was rapidly classified as a pandemic. Pregnant women with gestational diabetes mellitus (GDM) are considered to be at risk for severe COVID-19. In the context of the pandemic, there are serious concerns regarding adverse effects on maternal and neonatal outcomes for women with GDM. Effective treatments for patients with GDM are therefore particularly important. Due to contact restrictions and infection risks, digital approaches such as telemedicine are suitable alternatives. OBJECTIVE This systematic review aims to summarize currently available evidence on maternal and offspring outcomes of pregnant women with GDM and COVID-19 and to examine telemedical interventions to improve maternal glycemic control during the COVID-19 pandemic. METHODS Publications were systematically identified by searching the Cochrane Library, MEDLINE via PubMed, Web of Science Core Collection, Embase, and CINAHL databases for studies published up to March 2021. We sorted the COVID-19 studies by outcome and divided the telemedical intervention studies into web-based and app-based groups. We analyzed case reports (COVID-19) and both randomized and nonrandomized controlled clinical trials (telemedicine). To determine the change in glycated hemoglobin A1c (HbA1c), we pooled appropriate studies and calculated the differences in means, with 95% CIs, for the intervention and control groups at the end of the interventions. RESULTS Regarding COVID-19 studies, we identified 11 case reports, 3 letters, 1 case series, and 1 retrospective single-center study. In total, 41 patients with GDM and COVID-19 were analyzed. The maternal and neonatal outcomes were extremely heterogeneous. We identified adverse outcomes for mother and child through the interaction of GDM and COVID-19, such as cesarean deliveries and low Apgar scores. Furthermore, we selected 9 telemedicine-related articles: 6 were randomized controlled trials, 2 were clinical controlled trials, and 1 was a quasi-experimental design. In total, we analyzed 480 patients with GDM in the intervention groups and 494 in the control groups. Regarding the quality of the 9 telemedical studies, 4 were rated as strong, 4 as moderate, and 1 as weak. Telemedical interventions can contribute to favorable impacts on HbA1c and fasting blood glucose values in the context of the COVID-19 pandemic. Meta-analysis revealed a mean difference in HbA1c of -0.19% (95% CI 0.34% to 0.03%) for all telemedical interventions, -0.138% (95% CI -0.24% to -0.04%) for the web-based interventions, and -0.305% (96% CI -0.88% to 0.27%) for the app-based interventions. CONCLUSIONS Telemedicine is an effective approach in the context of COVID-19 and GDM because it enables social distancing and represents optimal care of patients with GDM, especially with regard to glycemic control, which is very important in view of the identified adverse maternal and neonatal outcomes. Further research is needed.
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Affiliation(s)
- Claudia Eberle
- Medicine with specialization in Internal Medicine and General Medicine, Hochschule Fulda - University of Applied Sciences, Fulda, Germany
| | - Stefanie Stichling
- Medicine with specialization in Internal Medicine and General Medicine, Hochschule Fulda - University of Applied Sciences, Fulda, Germany
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Taloyan M, Kia M, Lamian F, Peterson M, Rydwik E. Web-based support for individuals with type 2 diabetes - a feasibility study. BMC Health Serv Res 2021; 21:721. [PMID: 34294112 PMCID: PMC8295635 DOI: 10.1186/s12913-021-06707-7] [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: 10/20/2020] [Accepted: 06/28/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Self-care is one of the cornerstones in the treatment of type 2 diabetes. Patients with type 2 diabetes struggle to maintain acceptable levels of blood sugar, blood pressure and lipids, the fundamental for the prevention of macro- and microvascular as well as neuropathic complications. The primary aim of the study was to evaluate the feasibility and describe patients' and caregivers' experiences of using the web- and smartphone-based system Triabetes. The secondary aim was to investigate if the use of the system could improve patients' clinical outcomes. METHODS Feasibility was assessed with describing recruitment rate and the participant´s views of using the system. Laboratory and anthropometry data were also collected. RESULTS The study showed that recruitment of patients to participate in the intervention was limited and compliance to the study protocol was low. A majority of the patients stated that the system was easy to get an overview of and that the system motivated them and made it easier and fun to handle lifestyle habits. A secondary finding of the study was that there was a significant lowering of LDL values. CONCLUSIONS Feasibility in terms of recruitment rate was low. The participants agreed that the application overall was useful but suggested several improvements. Summarized lessons learned from this study are following: (1) we need more knowledge about what motivates a person to use a digital tool for a longer period of time; (2) the tool must be easy and less time consuming to use; (3) the technical structure needs to be improved and automatic recording of data must be improved.
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Affiliation(s)
- Marina Taloyan
- Academic Primary Care Center, Region Stockholm, Stockholm, Sweden. .,Dept of Neurobiology Care Sciences and Society, Division of Family Medicine and Primary Care, Karolinska Institutet, Alfred Nobels allé 23, SE-14183, Huddinge, Sweden.
| | - Meybod Kia
- Capio Solna Primary Health Care Center, Region Stockholm, Stockholm, Sweden
| | - Fahimeh Lamian
- Capio Väsby Primary Health Care Center, Region Stockholm, Stockholm, Sweden
| | - Magnus Peterson
- Department of Public Health and Caring Sciences, Section of General Medicine, Uppsala University, Uppsala, Sweden
| | - Elisabeth Rydwik
- Research and Development Unit for the Elderly, FOU nu, Region Stockholm, Stockholm, Sweden.,Departement of Neurobiology Care Sciences and Society, Division of Physiotherapy, Karolinska Institutet, Solna, Sweden.,Karolinska University Hospital, Women's Health and Allied Health Professional Theme, Medical Unit Occupational therapy and Physiotherapy, Solna, Sweden
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