Systematic review of disparities in continuous glucose monitoring and insulin pump utilization in the United States: Key themes and evidentiary gaps
Aim This study aims to provide a comprehensive overview of real‐world evidence pertaining to disparities in the utilization of continuous glucose monitors (CGMs)/insulin pumps to highlight potential evidentiary gaps and discern emerging themes from the literature. Materials and Methods A systematic...
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Veröffentlicht in: | Diabetes, obesity & metabolism obesity & metabolism, 2024-10, Vol.26 (10), p.4293-4301 |
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creator | Patel, Pranav M. Thomas, Divya Liu, Zhixi Aldrich‐Renner, Sarah Clemons, Marilee Patel, Bimal V. |
description | Aim
This study aims to provide a comprehensive overview of real‐world evidence pertaining to disparities in the utilization of continuous glucose monitors (CGMs)/insulin pumps to highlight potential evidentiary gaps and discern emerging themes from the literature.
Materials and Methods
A systematic review of published manuscripts and s was conducted from: MEDLINE, EMBASE, Nursing and Allied Health, Web of Science and CINHAL. Attributes related to patients, outcomes, interventions (CGMs/pumps/both) and study type were captured. In addition, factors associated with disparities in device utilization were examined.
Results
Thirty‐six studies were included in the final analysis; the studies predominantly focused on people living with type 1 diabetes. Only two studies included individuals with type 2 diabetes. Almost two‐thirds of the studies reported outcomes associated with disparities (e.g. glycated haemoglobin, diabetic ketoacidosis, resource utilization). Most studies highlighted disparities across race, ethnicity and insurance type. Evidentiary gaps were identified, particularly in the evidence for people with type 2 diabetes, the continuation of CGM/pump use and limited studies addressing disparities among Native Americans/American Indians.
Conclusion
This study reveals critical disparities in diabetes technology use across race, ethnicity and insurance type, particularly among people with type 1 diabetes. Evidentiary gaps assessing disparities in diabetes technology use persist, particularly concerning people with type 2 diabetes, Native American/American Indian and LGBTQ+ populations, and in outcomes related to continuation of use. Social and digital determinants of health, such as income, transportation, residential location and technological literacy, are crucial to achieving equitable access. Future research should focus on the patient journey to identify opportunities for equitable access to diabetes technology as its use grows. |
doi_str_mv | 10.1111/dom.15774 |
format | Article |
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This study aims to provide a comprehensive overview of real‐world evidence pertaining to disparities in the utilization of continuous glucose monitors (CGMs)/insulin pumps to highlight potential evidentiary gaps and discern emerging themes from the literature.
Materials and Methods
A systematic review of published manuscripts and s was conducted from: MEDLINE, EMBASE, Nursing and Allied Health, Web of Science and CINHAL. Attributes related to patients, outcomes, interventions (CGMs/pumps/both) and study type were captured. In addition, factors associated with disparities in device utilization were examined.
Results
Thirty‐six studies were included in the final analysis; the studies predominantly focused on people living with type 1 diabetes. Only two studies included individuals with type 2 diabetes. Almost two‐thirds of the studies reported outcomes associated with disparities (e.g. glycated haemoglobin, diabetic ketoacidosis, resource utilization). Most studies highlighted disparities across race, ethnicity and insurance type. Evidentiary gaps were identified, particularly in the evidence for people with type 2 diabetes, the continuation of CGM/pump use and limited studies addressing disparities among Native Americans/American Indians.
Conclusion
This study reveals critical disparities in diabetes technology use across race, ethnicity and insurance type, particularly among people with type 1 diabetes. Evidentiary gaps assessing disparities in diabetes technology use persist, particularly concerning people with type 2 diabetes, Native American/American Indian and LGBTQ+ populations, and in outcomes related to continuation of use. Social and digital determinants of health, such as income, transportation, residential location and technological literacy, are crucial to achieving equitable access. Future research should focus on the patient journey to identify opportunities for equitable access to diabetes technology as its use grows.</description><identifier>ISSN: 1462-8902</identifier><identifier>ISSN: 1463-1326</identifier><identifier>EISSN: 1463-1326</identifier><identifier>DOI: 10.1111/dom.15774</identifier><identifier>PMID: 39010293</identifier><language>eng</language><publisher>Oxford, UK: Blackwell Publishing Ltd</publisher><subject>advanced hybrid closed loop ; continuous glucose monitors ; Diabetes ; Diabetes mellitus (insulin dependent) ; Diabetes mellitus (non-insulin dependent) ; diabetes technology ; disparities ; Ethnicity ; Glucose monitoring ; Hemoglobin ; Insulin ; insulin pump ; Ketoacidosis ; Minority & ethnic groups ; Resource utilization ; Systematic review</subject><ispartof>Diabetes, obesity & metabolism, 2024-10, Vol.26 (10), p.4293-4301</ispartof><rights>2024 The Author(s). published by John Wiley & Sons Ltd.</rights><rights>2024 The Author(s). Diabetes, Obesity and Metabolism published by John Wiley & Sons Ltd.</rights><rights>2024. This article is published under http://creativecommons.org/licenses/by-nc/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2434-433bc3684b21d553206ce770b9d14ee7bceccbde98d330ae5a169baa7c4122173</cites><orcidid>0000-0001-5601-7520</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fdom.15774$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fdom.15774$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39010293$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Patel, Pranav M.</creatorcontrib><creatorcontrib>Thomas, Divya</creatorcontrib><creatorcontrib>Liu, Zhixi</creatorcontrib><creatorcontrib>Aldrich‐Renner, Sarah</creatorcontrib><creatorcontrib>Clemons, Marilee</creatorcontrib><creatorcontrib>Patel, Bimal V.</creatorcontrib><title>Systematic review of disparities in continuous glucose monitoring and insulin pump utilization in the United States: Key themes and evidentiary gaps</title><title>Diabetes, obesity & metabolism</title><addtitle>Diabetes Obes Metab</addtitle><description>Aim
This study aims to provide a comprehensive overview of real‐world evidence pertaining to disparities in the utilization of continuous glucose monitors (CGMs)/insulin pumps to highlight potential evidentiary gaps and discern emerging themes from the literature.
Materials and Methods
A systematic review of published manuscripts and s was conducted from: MEDLINE, EMBASE, Nursing and Allied Health, Web of Science and CINHAL. Attributes related to patients, outcomes, interventions (CGMs/pumps/both) and study type were captured. In addition, factors associated with disparities in device utilization were examined.
Results
Thirty‐six studies were included in the final analysis; the studies predominantly focused on people living with type 1 diabetes. Only two studies included individuals with type 2 diabetes. Almost two‐thirds of the studies reported outcomes associated with disparities (e.g. glycated haemoglobin, diabetic ketoacidosis, resource utilization). Most studies highlighted disparities across race, ethnicity and insurance type. Evidentiary gaps were identified, particularly in the evidence for people with type 2 diabetes, the continuation of CGM/pump use and limited studies addressing disparities among Native Americans/American Indians.
Conclusion
This study reveals critical disparities in diabetes technology use across race, ethnicity and insurance type, particularly among people with type 1 diabetes. Evidentiary gaps assessing disparities in diabetes technology use persist, particularly concerning people with type 2 diabetes, Native American/American Indian and LGBTQ+ populations, and in outcomes related to continuation of use. Social and digital determinants of health, such as income, transportation, residential location and technological literacy, are crucial to achieving equitable access. Future research should focus on the patient journey to identify opportunities for equitable access to diabetes technology as its use grows.</description><subject>advanced hybrid closed loop</subject><subject>continuous glucose monitors</subject><subject>Diabetes</subject><subject>Diabetes mellitus (insulin dependent)</subject><subject>Diabetes mellitus (non-insulin dependent)</subject><subject>diabetes technology</subject><subject>disparities</subject><subject>Ethnicity</subject><subject>Glucose monitoring</subject><subject>Hemoglobin</subject><subject>Insulin</subject><subject>insulin pump</subject><subject>Ketoacidosis</subject><subject>Minority & ethnic groups</subject><subject>Resource utilization</subject><subject>Systematic review</subject><issn>1462-8902</issn><issn>1463-1326</issn><issn>1463-1326</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>WIN</sourceid><recordid>eNp1kclOHDEQhi2UiC0ceIHIUi7h0OCtt9wQEEAh4kA4W267ZmLUbTdegibPkQeOhwEOkVIXW9ZXX7n0I3RIyTEtdWL8dEzrthVbaJeKhleUs-bd851VXU_YDtqL8YEQInjXbqMd3hNKWM930Z-7VUwwqWQ1DvDLwhP2C2xsnFWwyULE1mHtXbIu-xzxcszaR8CTdzb5YN0SK2cKFPNYyDlPM87JjvZ3UXq37k4_Ad8XGgy-SypB_IK_wWr9PBX9urvMNVBGqLDCSzXHD-j9Qo0RDl7OfXT_9eLH2VV1c3t5fXZ6U2kmuKgE54PmTScGRk1dc0YaDW1Lht5QAdAOGrQeDPSd4ZwoqBVt-kGpVgvKGG35Pvq88c7BP2aISU42ahhH5aAsKznpKOtp3dGCfvoHffA5uPI7ySlpuCjVFOpoQ-ngYwywkHOwU1lLUiLXUckSlXyOqrAfX4x5mMC8ka_ZFOBkAzzZEVb_N8nz2-8b5V8qNqBD</recordid><startdate>202410</startdate><enddate>202410</enddate><creator>Patel, Pranav M.</creator><creator>Thomas, Divya</creator><creator>Liu, Zhixi</creator><creator>Aldrich‐Renner, Sarah</creator><creator>Clemons, Marilee</creator><creator>Patel, Bimal V.</creator><general>Blackwell Publishing Ltd</general><general>Wiley Subscription Services, Inc</general><scope>24P</scope><scope>WIN</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>7TK</scope><scope>H94</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-5601-7520</orcidid></search><sort><creationdate>202410</creationdate><title>Systematic review of disparities in continuous glucose monitoring and insulin pump utilization in the United States: Key themes and evidentiary gaps</title><author>Patel, Pranav M. ; Thomas, Divya ; Liu, Zhixi ; Aldrich‐Renner, Sarah ; Clemons, Marilee ; Patel, Bimal V.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2434-433bc3684b21d553206ce770b9d14ee7bceccbde98d330ae5a169baa7c4122173</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>advanced hybrid closed loop</topic><topic>continuous glucose monitors</topic><topic>Diabetes</topic><topic>Diabetes mellitus (insulin dependent)</topic><topic>Diabetes mellitus (non-insulin dependent)</topic><topic>diabetes technology</topic><topic>disparities</topic><topic>Ethnicity</topic><topic>Glucose monitoring</topic><topic>Hemoglobin</topic><topic>Insulin</topic><topic>insulin pump</topic><topic>Ketoacidosis</topic><topic>Minority & ethnic groups</topic><topic>Resource utilization</topic><topic>Systematic review</topic><toplevel>online_resources</toplevel><creatorcontrib>Patel, Pranav M.</creatorcontrib><creatorcontrib>Thomas, Divya</creatorcontrib><creatorcontrib>Liu, Zhixi</creatorcontrib><creatorcontrib>Aldrich‐Renner, Sarah</creatorcontrib><creatorcontrib>Clemons, Marilee</creatorcontrib><creatorcontrib>Patel, Bimal V.</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>Wiley Open Access</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Diabetes, obesity & metabolism</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Patel, Pranav M.</au><au>Thomas, Divya</au><au>Liu, Zhixi</au><au>Aldrich‐Renner, Sarah</au><au>Clemons, Marilee</au><au>Patel, Bimal V.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Systematic review of disparities in continuous glucose monitoring and insulin pump utilization in the United States: Key themes and evidentiary gaps</atitle><jtitle>Diabetes, obesity & metabolism</jtitle><addtitle>Diabetes Obes Metab</addtitle><date>2024-10</date><risdate>2024</risdate><volume>26</volume><issue>10</issue><spage>4293</spage><epage>4301</epage><pages>4293-4301</pages><issn>1462-8902</issn><issn>1463-1326</issn><eissn>1463-1326</eissn><abstract>Aim
This study aims to provide a comprehensive overview of real‐world evidence pertaining to disparities in the utilization of continuous glucose monitors (CGMs)/insulin pumps to highlight potential evidentiary gaps and discern emerging themes from the literature.
Materials and Methods
A systematic review of published manuscripts and s was conducted from: MEDLINE, EMBASE, Nursing and Allied Health, Web of Science and CINHAL. Attributes related to patients, outcomes, interventions (CGMs/pumps/both) and study type were captured. In addition, factors associated with disparities in device utilization were examined.
Results
Thirty‐six studies were included in the final analysis; the studies predominantly focused on people living with type 1 diabetes. Only two studies included individuals with type 2 diabetes. Almost two‐thirds of the studies reported outcomes associated with disparities (e.g. glycated haemoglobin, diabetic ketoacidosis, resource utilization). Most studies highlighted disparities across race, ethnicity and insurance type. Evidentiary gaps were identified, particularly in the evidence for people with type 2 diabetes, the continuation of CGM/pump use and limited studies addressing disparities among Native Americans/American Indians.
Conclusion
This study reveals critical disparities in diabetes technology use across race, ethnicity and insurance type, particularly among people with type 1 diabetes. Evidentiary gaps assessing disparities in diabetes technology use persist, particularly concerning people with type 2 diabetes, Native American/American Indian and LGBTQ+ populations, and in outcomes related to continuation of use. Social and digital determinants of health, such as income, transportation, residential location and technological literacy, are crucial to achieving equitable access. Future research should focus on the patient journey to identify opportunities for equitable access to diabetes technology as its use grows.</abstract><cop>Oxford, UK</cop><pub>Blackwell Publishing Ltd</pub><pmid>39010293</pmid><doi>10.1111/dom.15774</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0001-5601-7520</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | advanced hybrid closed loop continuous glucose monitors Diabetes Diabetes mellitus (insulin dependent) Diabetes mellitus (non-insulin dependent) diabetes technology disparities Ethnicity Glucose monitoring Hemoglobin Insulin insulin pump Ketoacidosis Minority & ethnic groups Resource utilization Systematic review |
title | Systematic review of disparities in continuous glucose monitoring and insulin pump utilization in the United States: Key themes and evidentiary gaps |
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