Do health information technology self-management interventions improve glycemic control in medically underserved adults with diabetes? A systematic review and meta-analysis

Abstract Objective: The purpose of this systematic review and meta-analysis was to examine the effect of health information technology (HIT) diabetes self-management education (DSME) interventions on glycemic control in medically underserved patients. Materials and Methods: Following an a priori pro...

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Veröffentlicht in:Journal of the American Medical Informatics Association : JAMIA 2017-09, Vol.24 (5), p.1024-1035
Hauptverfasser: Heitkemper, Elizabeth M, Mamykina, Lena, Travers, Jasmine, Smaldone, Arlene
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container_end_page 1035
container_issue 5
container_start_page 1024
container_title Journal of the American Medical Informatics Association : JAMIA
container_volume 24
creator Heitkemper, Elizabeth M
Mamykina, Lena
Travers, Jasmine
Smaldone, Arlene
description Abstract Objective: The purpose of this systematic review and meta-analysis was to examine the effect of health information technology (HIT) diabetes self-management education (DSME) interventions on glycemic control in medically underserved patients. Materials and Methods: Following an a priori protocol, 5 databases were searched. Studies were appraised for quality using the Cochrane Risk of Bias assessment. Studies reporting either hemoglobin A1c pre- and post-intervention or its change at 6 or 12 months were eligible for inclusion in the meta-analysis using random effects models. Results: Thirteen studies met the criteria for the systematic review and 10 for the meta-analysis and represent data from 3257 adults with diabetes (mean age 55 years; 66% female; 74% racial/ethnic minorities). Most studies (n = 10) reflected an unclear risk of bias. Interventions varied by HIT type: computer software without Internet (n = 2), cellular/automated telephone (n = 4), Internet-based (n = 4), and telemedicine/telehealth (n = 3). Pooled A1c decreases were found at 6 months (−0.36 (95% CI, −0.53 and −0.19]; I 2 = 35.1%, Q = 5.0), with diminishing effect at 12 months (−0.27 [95% CI, −0.49 and −0.04]; I 2 = 42.4%, Q = 10.4). Discussion: Findings suggest that medically underserved patients with diabetes achieve glycemic benefit following HIT DSME interventions, with dissipating but significant effects at 12 months. Telemedicine/telehealth interventions were the most successful HIT type because they incorporated interaction with educators similar to in-person DSME. Conclusion: These results are similar to in-person DSME in medically underserved patients, showing that well-designed HIT DSME has the potential to increase access and improve outcomes for this vulnerable group.
doi_str_mv 10.1093/jamia/ocx025
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A systematic review and meta-analysis</title><source>MEDLINE</source><source>Oxford University Press Journals All Titles (1996-Current)</source><source>EZB-FREE-00999 freely available EZB journals</source><source>PubMed Central</source><creator>Heitkemper, Elizabeth M ; Mamykina, Lena ; Travers, Jasmine ; Smaldone, Arlene</creator><creatorcontrib>Heitkemper, Elizabeth M ; Mamykina, Lena ; Travers, Jasmine ; Smaldone, Arlene</creatorcontrib><description>Abstract Objective: The purpose of this systematic review and meta-analysis was to examine the effect of health information technology (HIT) diabetes self-management education (DSME) interventions on glycemic control in medically underserved patients. Materials and Methods: Following an a priori protocol, 5 databases were searched. Studies were appraised for quality using the Cochrane Risk of Bias assessment. Studies reporting either hemoglobin A1c pre- and post-intervention or its change at 6 or 12 months were eligible for inclusion in the meta-analysis using random effects models. Results: Thirteen studies met the criteria for the systematic review and 10 for the meta-analysis and represent data from 3257 adults with diabetes (mean age 55 years; 66% female; 74% racial/ethnic minorities). Most studies (n = 10) reflected an unclear risk of bias. Interventions varied by HIT type: computer software without Internet (n = 2), cellular/automated telephone (n = 4), Internet-based (n = 4), and telemedicine/telehealth (n = 3). Pooled A1c decreases were found at 6 months (−0.36 (95% CI, −0.53 and −0.19]; I 2 = 35.1%, Q = 5.0), with diminishing effect at 12 months (−0.27 [95% CI, −0.49 and −0.04]; I 2 = 42.4%, Q = 10.4). Discussion: Findings suggest that medically underserved patients with diabetes achieve glycemic benefit following HIT DSME interventions, with dissipating but significant effects at 12 months. Telemedicine/telehealth interventions were the most successful HIT type because they incorporated interaction with educators similar to in-person DSME. Conclusion: These results are similar to in-person DSME in medically underserved patients, showing that well-designed HIT DSME has the potential to increase access and improve outcomes for this vulnerable group.</description><identifier>ISSN: 1067-5027</identifier><identifier>ISSN: 1527-974X</identifier><identifier>EISSN: 1527-974X</identifier><identifier>DOI: 10.1093/jamia/ocx025</identifier><identifier>PMID: 28379397</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Diabetes Mellitus - blood ; Diabetes Mellitus - therapy ; Female ; Glycated Hemoglobin - analysis ; Humans ; Male ; Medical Informatics ; Patient Education as Topic ; Reviews ; Self-Management</subject><ispartof>Journal of the American Medical Informatics Association : JAMIA, 2017-09, Vol.24 (5), p.1024-1035</ispartof><rights>The Author 2017. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. 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A systematic review and meta-analysis</title><title>Journal of the American Medical Informatics Association : JAMIA</title><addtitle>J Am Med Inform Assoc</addtitle><description>Abstract Objective: The purpose of this systematic review and meta-analysis was to examine the effect of health information technology (HIT) diabetes self-management education (DSME) interventions on glycemic control in medically underserved patients. Materials and Methods: Following an a priori protocol, 5 databases were searched. Studies were appraised for quality using the Cochrane Risk of Bias assessment. Studies reporting either hemoglobin A1c pre- and post-intervention or its change at 6 or 12 months were eligible for inclusion in the meta-analysis using random effects models. Results: Thirteen studies met the criteria for the systematic review and 10 for the meta-analysis and represent data from 3257 adults with diabetes (mean age 55 years; 66% female; 74% racial/ethnic minorities). Most studies (n = 10) reflected an unclear risk of bias. Interventions varied by HIT type: computer software without Internet (n = 2), cellular/automated telephone (n = 4), Internet-based (n = 4), and telemedicine/telehealth (n = 3). Pooled A1c decreases were found at 6 months (−0.36 (95% CI, −0.53 and −0.19]; I 2 = 35.1%, Q = 5.0), with diminishing effect at 12 months (−0.27 [95% CI, −0.49 and −0.04]; I 2 = 42.4%, Q = 10.4). Discussion: Findings suggest that medically underserved patients with diabetes achieve glycemic benefit following HIT DSME interventions, with dissipating but significant effects at 12 months. Telemedicine/telehealth interventions were the most successful HIT type because they incorporated interaction with educators similar to in-person DSME. 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A systematic review and meta-analysis</title><author>Heitkemper, Elizabeth M ; Mamykina, Lena ; Travers, Jasmine ; Smaldone, Arlene</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c416t-734578dbd2eafb070d7c69ef3dc8aa452e57055ecef1768e8c47a5201c1af1b33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Diabetes Mellitus - blood</topic><topic>Diabetes Mellitus - therapy</topic><topic>Female</topic><topic>Glycated Hemoglobin - analysis</topic><topic>Humans</topic><topic>Male</topic><topic>Medical Informatics</topic><topic>Patient Education as Topic</topic><topic>Reviews</topic><topic>Self-Management</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Heitkemper, Elizabeth M</creatorcontrib><creatorcontrib>Mamykina, Lena</creatorcontrib><creatorcontrib>Travers, Jasmine</creatorcontrib><creatorcontrib>Smaldone, Arlene</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of the American Medical Informatics Association : JAMIA</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Heitkemper, Elizabeth M</au><au>Mamykina, Lena</au><au>Travers, Jasmine</au><au>Smaldone, Arlene</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Do health information technology self-management interventions improve glycemic control in medically underserved adults with diabetes? A systematic review and meta-analysis</atitle><jtitle>Journal of the American Medical Informatics Association : JAMIA</jtitle><addtitle>J Am Med Inform Assoc</addtitle><date>2017-09-01</date><risdate>2017</risdate><volume>24</volume><issue>5</issue><spage>1024</spage><epage>1035</epage><pages>1024-1035</pages><issn>1067-5027</issn><issn>1527-974X</issn><eissn>1527-974X</eissn><abstract>Abstract Objective: The purpose of this systematic review and meta-analysis was to examine the effect of health information technology (HIT) diabetes self-management education (DSME) interventions on glycemic control in medically underserved patients. Materials and Methods: Following an a priori protocol, 5 databases were searched. Studies were appraised for quality using the Cochrane Risk of Bias assessment. Studies reporting either hemoglobin A1c pre- and post-intervention or its change at 6 or 12 months were eligible for inclusion in the meta-analysis using random effects models. Results: Thirteen studies met the criteria for the systematic review and 10 for the meta-analysis and represent data from 3257 adults with diabetes (mean age 55 years; 66% female; 74% racial/ethnic minorities). Most studies (n = 10) reflected an unclear risk of bias. Interventions varied by HIT type: computer software without Internet (n = 2), cellular/automated telephone (n = 4), Internet-based (n = 4), and telemedicine/telehealth (n = 3). Pooled A1c decreases were found at 6 months (−0.36 (95% CI, −0.53 and −0.19]; I 2 = 35.1%, Q = 5.0), with diminishing effect at 12 months (−0.27 [95% CI, −0.49 and −0.04]; I 2 = 42.4%, Q = 10.4). Discussion: Findings suggest that medically underserved patients with diabetes achieve glycemic benefit following HIT DSME interventions, with dissipating but significant effects at 12 months. Telemedicine/telehealth interventions were the most successful HIT type because they incorporated interaction with educators similar to in-person DSME. Conclusion: These results are similar to in-person DSME in medically underserved patients, showing that well-designed HIT DSME has the potential to increase access and improve outcomes for this vulnerable group.</abstract><cop>England</cop><pub>Oxford University Press</pub><pmid>28379397</pmid><doi>10.1093/jamia/ocx025</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record>
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subjects Diabetes Mellitus - blood
Diabetes Mellitus - therapy
Female
Glycated Hemoglobin - analysis
Humans
Male
Medical Informatics
Patient Education as Topic
Reviews
Self-Management
title Do health information technology self-management interventions improve glycemic control in medically underserved adults with diabetes? A systematic review and meta-analysis
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