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The Impact of Automated Brief Messages Promoting Lifestyle Changes Delivered Via Mobile Devices to People with Type 2 Diabetes: A Systematic Literature Review and Meta-Analysis of Controlled Trials.

作者信息

Arambepola Carukshi, Ricci-Cabello Ignacio, Manikavasagam Pavithra, Roberts Nia, French David P, Farmer Andrew

机构信息

University of Colombo, Faculty of Medicine, Colombo, Sri Lanka.

出版信息

J Med Internet Res. 2016 Apr 19;18(4):e86. doi: 10.2196/jmir.5425.


DOI:10.2196/jmir.5425
PMID:27095386
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4873307/
Abstract

BACKGROUND: Brief automated messages have the potential to support self-management in people with type 2 diabetes, but their effect compared with usual care is unclear. OBJECTIVE: To examine the effectiveness of interventions to change lifestyle behavior delivered via automated brief messaging in patients with type 2 diabetes. METHODS: A systematic literature review of controlled trials examined the impact of interventions, delivered by brief messaging, and intended to promote lifestyle change in people with type 2 diabetes, on behavioral and clinical outcomes. Bibliographic databases searched included Medline, Embase, CINAHL, PsycINFO, and ISI WoK. Two reviewers independently screened citations. We extracted information on study risk of bias, setting (high versus low- and middle-income countries) and intervention characteristics (including use of theory and behavior-change techniques). Outcome measures included acceptability of the interventions and their impact on 1) determinants of lifestyle behavior (knowledge about diabetes, self-efficacy, attitudes towards self-management), 2) lifestyle behavior (diet, physical activity), and 3) clinical and patient-reported outcomes. Where possible, we pooled data using random-effects meta-analyses to obtain estimates of effect size of intervention compared to usual care. RESULTS: We identified 15 trials (15 interventions) meeting our inclusion criteria. Most interventions were delivered via short message service text messaging (n=12) and simultaneously targeted diet and physical activity (n=11). Nine interventions consisted of unidirectional messages, whereas six consisted of bidirectional messages, with patients receiving automated tailored feedback based on self-reported data. The acceptability of the interventions, and their impact on lifestyle behavior and its determinants, were examined in a low proportion of trials, with heterogeneous results being observed. In 13 trials (1155 patients) where data were available, there was a difference in glycated hemoglobin of -0.53% (95% CI -0.59% to -0.47%) between intervention groups compared to usual care. In five trials (406 patients) there was a non-significant difference in body mass index of -0.25 kg/m2 (95% CI -1.02 to 0.52). Interventions based on unidirectional messages produced similar effects in the outcomes examined, compared to those based on bidirectional messages. Interventions conducted in low- and middle-income countries showed a greater impact than those conducted in high-income countries. In general, trials were not free of bias and did not use explicit theory. CONCLUSIONS: Automated brief messages strategies can improve health outcomes in people with type 2 diabetes. Larger, methodologically robust trials are needed to confirm these positive results.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74af/4873307/f455ba3a0117/jmir_v18i4e86_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74af/4873307/2e3d02a67a08/jmir_v18i4e86_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74af/4873307/f455ba3a0117/jmir_v18i4e86_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74af/4873307/2e3d02a67a08/jmir_v18i4e86_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74af/4873307/f455ba3a0117/jmir_v18i4e86_fig2.jpg

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[2]
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[3]
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Acta Endocrinol (Buchar). 2024

[4]
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[5]
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[6]
Impact of a Text Messaging Intervention as an In-Between Support to Diabetes Group Visits in Federally Qualified Health Centers: Cluster Randomized Controlled Study.

JMIR Diabetes. 2024-11-28

[7]
One-year outcomes of a digital twin intervention for type 2 diabetes: a retrospective real-world study.

Sci Rep. 2024-10-26

[8]
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[9]
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[10]
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本文引用的文献

[1]
Mobile Health Devices as Tools for Worldwide Cardiovascular Risk Reduction and Disease Management.

Circulation. 2015-11-24

[2]
Effects of interventions promoting monitoring of medication use and brief messaging on medication adherence for people with Type 2 diabetes: a systematic review of randomized trials.

Diabet Med. 2016-5

[3]
Current Science on Consumer Use of Mobile Health for Cardiovascular Disease Prevention: A Scientific Statement From the American Heart Association.

Circulation. 2015-9-22

[4]
Effects of Mobile Phone SMS to Improve Glycemic Control Among Patients With Type 2 Diabetes in Bangladesh: A Prospective, Parallel-Group, Randomized Controlled Trial.

Diabetes Care. 2015-8

[5]
Going mobile with diabetes support: a randomized study of a text message-based personalized behavioral intervention for type 2 diabetes self-care.

Diabetes Spectr. 2015-5

[6]
Systematic review of text messaging as an intervention for adolescent obesity.

J Am Assoc Nurse Pract. 2015-12

[7]
Mobile text messaging for health: a systematic review of reviews.

Annu Rev Public Health. 2015-3-18

[8]
Mobile phone SMS messages can enhance healthy behaviour: a meta-analysis of randomised controlled trials.

Health Psychol Rev. 2015-5-28

[9]
Mobile phone intervention for increasing adherence to treatment for type 2 diabetes in an urban area of Bangladesh: protocol for a randomized controlled trial.

BMC Health Serv Res. 2014-11-26

[10]
Assessing the impact of mHealth interventions in low- and middle-income countries--what has been shown to work?

Glob Health Action. 2014-10-27

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