Digital interventions self-management education for type 1 and 2 diabetes: A systematic review and meta-analysis

被引:41
作者
Nkhoma, Dumisani Enricho [1 ,2 ,3 ]
Soko, Charles Jenya [1 ,2 ]
Bowrin, Pierre [4 ]
Manga, Yankuba B. [5 ,6 ]
Greenfield, David [7 ]
Househ, Mowafa [8 ]
Li , Yu-Chuan [9 ,10 ,11 ,12 ]
Iqbal, Usman [1 ,2 ,4 ,9 ]
机构
[1] Taipei Med Univ, Master Program Global Hlth, Coll Publ Hlth, Taipei, Taiwan
[2] Taipei Med Univ, Dev Dept, Coll Publ Hlth, Taipei, Taiwan
[3] Nkhata Bay Dist Hosp, Nkhata Bay Dist Hlth Off, Mkondezi, Malawi
[4] Taipei Med Univ, Coll Publ Hlth, PhD Program Global Hlth & Hlth Secur, Taipei, Taiwan
[5] Taipei Med Univ, Coll Biomed Engn, Grad Inst Biomed Mat & Tissue Engn, Taipei, Taiwan
[6] Taipei Med Univ, Coll Biomed Engn, Sch Biomed Engn, Taipei, Taiwan
[7] Univ New South Wales UNSW Med, Simpson Ctr Hlth Serv Res, South Western Sydney Clin Sch, Sydney, NSW, Australia
[8] Hamad Bin Khalifa Univ, Coll Sci & Engn, Doha, Qatar
[9] Taipei Med Univ, Int Ctr Hlth Informat Technol ICHIT, Taipei, Taiwan
[10] Taipei Med Univ, Coll Med Sci & Technol, Grad Insitute Biomed Informat, Taipei, Taiwan
[11] Wan Fang Hosp, Dermatol Dept, Taipei, Taiwan
[12] Int Med Informat Assoc IMIA, Chene Bourg, Switzerland
关键词
Diabetes self-management education and support; Diabetes mellitus; Patient Education; Health promotion; Digital health; Social media; Mobile health; E-health; Global health; GLYCEMIC CONTROL; DISEASE MANAGEMENT; PHYSICAL-ACTIVITY; METABOLIC-CONTROL; CARE; ASSOCIATION; TECHNOLOGY; HEMOGLOBIN; ADULTS; IMPACT;
D O I
10.1016/j.cmpb.2021.106370
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Objective: To describe and assess digital health-led diabetes self-management education and support (DSMES) effectiveness in improving glycosylated hemoglobin, diabetes knowledge, and health-related quality of life (HrQoL) of Type 1 and 2 Diabetes in the past 10 years. Design: Systematic Review and Meta-Analysis. The protocol was registered on PROSPERO registration number CRD42019139884. Data Sources: PubMed, EMBASE, Cochrane library, Web of Science, and Scopus between January 2010 and August 2019. Study Selection and Appraisal: Randomized control trials of digital health-led DSMES for Type 1 (T1DM) or 2 (T2DM) diabetes compared to usual care were included. Outcomes were change in HbA1c, diabetes knowledge, and HrQoL. Cochrane Risk of Bias 2.0 tool was used to assess bias and GRADEpro for overall quality. The analysis involved narrative synthesis, subgroup and pooled meta-analyses. Results: From 4286 articles, 39 studies (6861 participants) were included. Mean age was 51.62 years, range (13-70). Meta-analysis revealed intervention effects on HbA1c for T2DM with difference in means (MD) from baseline -0.480% (-0.661,-0.299), I-2 75% (6 months),-0.457% (-0.761,-0.151), I-2 81% (12 months), and for T1DM-0.41% (-1.022, 0.208) I-2 83% (6 months),-0.03% (-0.210, 0.142) I-2 0% (12 months). Few reported HrQoL with Hedges' g 0.183 (-0.039, 0.405), I-2 0% (6 months), 0.153 (-0.060, 0.366), I-2 0% (12 months) and diabetes knowledge with Hedges' g 1.003 (0.068, 1.938), I-2 87% (3 months). Conclusion: Digital health-led DSMES are effective in improving HbA1c and diabetes knowledge, notably for T2DM. Research shows non-significant changes in HrQoL. Intervention effect on HbA1c was more impressive if delivered through mobile apps or patient portals. Further research is needed on the impact of DSMES on these outcomes, especially for newly diagnosed diabetes patients. (C) 2021 Published by Elsevier B.V.
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页数:13
相关论文
共 96 条
  • [1] SMS education for the promotion of diabetes self-management in low & middle income countries: a pilot randomized controlled trial in Egypt
    Abaza, Haitham
    Marschollek, Michael
    [J]. BMC PUBLIC HEALTH, 2017, 17
  • [2] 6. Glycemic Targets: Standards of Medical Care in Diabetes-2021
    不详
    [J]. DIABETES CARE, 2021, 44 : S73 - S84
  • [3] [Anonymous], 2018, Center of Disease Control and prevention, DOI DOI 10.1093/CID/CIX902
  • [4] [Anonymous], 2011, AM DIABETES ASS 71 S
  • [5] [Anonymous], 2017, J AM MED INFORM ASSN, DOI DOI 10.1093/jamia/ocx025
  • [6] [Anonymous], 2019, WORLD HLTH ORGANIZAT
  • [7] Trial to Examine Text Message-Based mHealth in Emergency Department Patients With Diabetes (TExT-MED): A Randomized Controlled Trial
    Arora, Sanjay
    Peters, Anne L.
    Burner, Elizabeth
    Lam, Chun Nok
    Menchine, Michael
    [J]. ANNALS OF EMERGENCY MEDICINE, 2014, 63 (06) : 745 - 754
  • [8] The Effects of Web-Based Diabetes Education on Diabetes Care Results A Randomized Control Study
    Avdal, Elif Unsal
    Kizilci, Sevgi
    Demirel, Neslihan
    [J]. CIN-COMPUTERS INFORMATICS NURSING, 2011, 29 (02) : 101 - 106
  • [9] Evaluating the Effect of Web-Based Iranian Diabetic Personal Health Record App on Self-Care Status and Clinical Indicators: Randomized Controlled Trial
    Azizi, Amirabbas
    Aboutorabi, Robab
    Mazloum-Khorasani, Zahra
    Afzal-Aghaea, Monavar
    Tabesh, Hamed
    Tara, Mahmood
    [J]. JMIR MEDICAL INFORMATICS, 2016, 4 (04) : 76 - 92
  • [10] Text Messaging to Improve Disease Management in Patients With Painful Diabetic Peripheral Neuropathy
    Bauer, Victoria
    Goodman, Nancy
    Lapin, Brittany
    Cooley, Camille
    Wang, Ed
    Craig, Terri L.
    Glosner, Scott E.
    Juhn, Mark S.
    Cappelleri, Joseph C.
    Sadosky, Alesia B.
    Masi, Christopher
    [J]. DIABETES EDUCATOR, 2018, 44 (03) : 237 - 248