Rural‐urban differences in uptake of diabetes self‐management education among Medicare beneficiaries: Results from the 2016 to 2018 Medicare Current Beneficiary Survey

Purpose To assess rural‐urban differences in participation rates of diabetes self‐management education and associated factors among Medicare beneficiaries with type 2 diabetes (T2DM). Methods Data were from the 2016 to 2018 Medicare Current Beneficiary Survey (MCBS). Participation in diabetes self‐m...

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Published inThe Journal of rural health Vol. 38; no. 4; pp. 986 - 993
Main Authors Luo, Huabin, Basu, Rashmita, Bell, Ronny A., Rafferty, Ann P., Zeng, Xiaoming, Qu, Haiyan, Dove, Cameron
Format Journal Article
LanguageEnglish
Published England Wiley Subscription Services, Inc 01.09.2022
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ISSN0890-765X
1748-0361
1748-0361
DOI10.1111/jrh.12588

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Abstract Purpose To assess rural‐urban differences in participation rates of diabetes self‐management education and associated factors among Medicare beneficiaries with type 2 diabetes (T2DM). Methods Data were from the 2016 to 2018 Medicare Current Beneficiary Survey (MCBS). Participation in diabetes self‐management education was self‐reported. The study sample included 3,799 beneficiaries aged 65 years and older with self‐reported T2DM. Logistic regression was used to assess the association of participation in diabetes self‐management education and residential location. Sampling weights embedded in the MCBS were incorporated into all analyses. Findings Overall, the participation rate of diabetes self‐management education was 46.8% (95% CI: 44.4%‐49.2%). The rate was 40.3% for beneficiaries in rural areas, 48.0% for suburban areas, and 47.3% for urban areas. About 31% of beneficiaries newly diagnosed with diabetes did not participate within the past year. Controlling for other covariates, beneficiaries in rural areas were less likely to have participated in diabetes self‐management education (AOR = 0.73, 95% CI: 0.55‐0.95) than those living in urban areas. Asian Americans were less likely to have participated (AOR = 0.49, 95% CI: 0.28‐0.84) than Whites. Those who were older, with lower education, and lower income levels were less likely to have participated (P < .05). Conclusions Recent MCBS data indicate that more than half of Medicare beneficiaries with T2DM did not participate in diabetes self‐management education, and the participation rate in rural areas was 7 percentage points lower than that ​in urban areas. The study findings highlight challenges to maximize the benefits of participating in diabetes self‐management education, particularly in rural areas.
AbstractList PurposeTo assess rural‐urban differences in participation rates of diabetes self‐management education and associated factors among Medicare beneficiaries with type 2 diabetes (T2DM).MethodsData were from the 2016 to 2018 Medicare Current Beneficiary Survey (MCBS). Participation in diabetes self‐management education was self‐reported. The study sample included 3,799 beneficiaries aged 65 years and older with self‐reported T2DM. Logistic regression was used to assess the association of participation in diabetes self‐management education and residential location. Sampling weights embedded in the MCBS were incorporated into all analyses.FindingsOverall, the participation rate of diabetes self‐management education was 46.8% (95% CI: 44.4%‐49.2%). The rate was 40.3% for beneficiaries in rural areas, 48.0% for suburban areas, and 47.3% for urban areas. About 31% of beneficiaries newly diagnosed with diabetes did not participate within the past year. Controlling for other covariates, beneficiaries in rural areas were less likely to have participated in diabetes self‐management education (AOR = 0.73, 95% CI: 0.55‐0.95) than those living in urban areas. Asian Americans were less likely to have participated (AOR = 0.49, 95% CI: 0.28‐0.84) than Whites. Those who were older, with lower education, and lower income levels were less likely to have participated (P < .05).ConclusionsRecent MCBS data indicate that more than half of Medicare beneficiaries with T2DM did not participate in diabetes self‐management education, and the participation rate in rural areas was 7 percentage points lower than that ​in urban areas. The study findings highlight challenges to maximize the benefits of participating in diabetes self‐management education, particularly in rural areas.
PURPOSE: To assess rural‐urban differences in participation rates of diabetes self‐management education and associated factors among Medicare beneficiaries with type 2 diabetes (T2DM). METHODS: Data were from the 2016 to 2018 Medicare Current Beneficiary Survey (MCBS). Participation in diabetes self‐management education was self‐reported. The study sample included 3,799 beneficiaries aged 65 years and older with self‐reported T2DM. Logistic regression was used to assess the association of participation in diabetes self‐management education and residential location. Sampling weights embedded in the MCBS were incorporated into all analyses. FINDINGS: Overall, the participation rate of diabetes self‐management education was 46.8% (95% CI: 44.4%‐49.2%). The rate was 40.3% for beneficiaries in rural areas, 48.0% for suburban areas, and 47.3% for urban areas. About 31% of beneficiaries newly diagnosed with diabetes did not participate within the past year. Controlling for other covariates, beneficiaries in rural areas were less likely to have participated in diabetes self‐management education (AOR = 0.73, 95% CI: 0.55‐0.95) than those living in urban areas. Asian Americans were less likely to have participated (AOR = 0.49, 95% CI: 0.28‐0.84) than Whites. Those who were older, with lower education, and lower income levels were less likely to have participated (P < .05). CONCLUSIONS: Recent MCBS data indicate that more than half of Medicare beneficiaries with T2DM did not participate in diabetes self‐management education, and the participation rate in rural areas was 7 percentage points lower than that ​in urban areas. The study findings highlight challenges to maximize the benefits of participating in diabetes self‐management education, particularly in rural areas.
Purpose To assess rural‐urban differences in participation rates of diabetes self‐management education and associated factors among Medicare beneficiaries with type 2 diabetes (T2DM). Methods Data were from the 2016 to 2018 Medicare Current Beneficiary Survey (MCBS). Participation in diabetes self‐management education was self‐reported. The study sample included 3,799 beneficiaries aged 65 years and older with self‐reported T2DM. Logistic regression was used to assess the association of participation in diabetes self‐management education and residential location. Sampling weights embedded in the MCBS were incorporated into all analyses. Findings Overall, the participation rate of diabetes self‐management education was 46.8% (95% CI: 44.4%‐49.2%). The rate was 40.3% for beneficiaries in rural areas, 48.0% for suburban areas, and 47.3% for urban areas. About 31% of beneficiaries newly diagnosed with diabetes did not participate within the past year. Controlling for other covariates, beneficiaries in rural areas were less likely to have participated in diabetes self‐management education (AOR = 0.73, 95% CI: 0.55‐0.95) than those living in urban areas. Asian Americans were less likely to have participated (AOR = 0.49, 95% CI: 0.28‐0.84) than Whites. Those who were older, with lower education, and lower income levels were less likely to have participated (P < .05). Conclusions Recent MCBS data indicate that more than half of Medicare beneficiaries with T2DM did not participate in diabetes self‐management education, and the participation rate in rural areas was 7 percentage points lower than that ​in urban areas. The study findings highlight challenges to maximize the benefits of participating in diabetes self‐management education, particularly in rural areas.
To assess rural-urban differences in participation rates of diabetes self-management education and associated factors among Medicare beneficiaries with type 2 diabetes (T2DM). Data were from the 2016 to 2018 Medicare Current Beneficiary Survey (MCBS). Participation in diabetes self-management education was self-reported. The study sample included 3,799 beneficiaries aged 65 years and older with self-reported T2DM. Logistic regression was used to assess the association of participation in diabetes self-management education and residential location. Sampling weights embedded in the MCBS were incorporated into all analyses. Overall, the participation rate of diabetes self-management education was 46.8% (95% CI: 44.4%-49.2%). The rate was 40.3% for beneficiaries in rural areas, 48.0% for suburban areas, and 47.3% for urban areas. About 31% of beneficiaries newly diagnosed with diabetes did not participate within the past year. Controlling for other covariates, beneficiaries in rural areas were less likely to have participated in diabetes self-management education (AOR = 0.73, 95% CI: 0.55-0.95) than those living in urban areas. Asian Americans were less likely to have participated (AOR = 0.49, 95% CI: 0.28-0.84) than Whites. Those who were older, with lower education, and lower income levels were less likely to have participated (P < .05). Recent MCBS data indicate that more than half of Medicare beneficiaries with T2DM did not participate in diabetes self-management education, and the participation rate in rural areas was 7 percentage points lower than that ​in urban areas. The study findings highlight challenges to maximize the benefits of participating in diabetes self-management education, particularly in rural areas.
To assess rural-urban differences in participation rates of diabetes self-management education and associated factors among Medicare beneficiaries with type 2 diabetes (T2DM).PURPOSETo assess rural-urban differences in participation rates of diabetes self-management education and associated factors among Medicare beneficiaries with type 2 diabetes (T2DM).Data were from the 2016 to 2018 Medicare Current Beneficiary Survey (MCBS). Participation in diabetes self-management education was self-reported. The study sample included 3,799 beneficiaries aged 65 years and older with self-reported T2DM. Logistic regression was used to assess the association of participation in diabetes self-management education and residential location. Sampling weights embedded in the MCBS were incorporated into all analyses.METHODSData were from the 2016 to 2018 Medicare Current Beneficiary Survey (MCBS). Participation in diabetes self-management education was self-reported. The study sample included 3,799 beneficiaries aged 65 years and older with self-reported T2DM. Logistic regression was used to assess the association of participation in diabetes self-management education and residential location. Sampling weights embedded in the MCBS were incorporated into all analyses.Overall, the participation rate of diabetes self-management education was 46.8% (95% CI: 44.4%-49.2%). The rate was 40.3% for beneficiaries in rural areas, 48.0% for suburban areas, and 47.3% for urban areas. About 31% of beneficiaries newly diagnosed with diabetes did not participate within the past year. Controlling for other covariates, beneficiaries in rural areas were less likely to have participated in diabetes self-management education (AOR = 0.73, 95% CI: 0.55-0.95) than those living in urban areas. Asian Americans were less likely to have participated (AOR = 0.49, 95% CI: 0.28-0.84) than Whites. Those who were older, with lower education, and lower income levels were less likely to have participated (P < .05).FINDINGSOverall, the participation rate of diabetes self-management education was 46.8% (95% CI: 44.4%-49.2%). The rate was 40.3% for beneficiaries in rural areas, 48.0% for suburban areas, and 47.3% for urban areas. About 31% of beneficiaries newly diagnosed with diabetes did not participate within the past year. Controlling for other covariates, beneficiaries in rural areas were less likely to have participated in diabetes self-management education (AOR = 0.73, 95% CI: 0.55-0.95) than those living in urban areas. Asian Americans were less likely to have participated (AOR = 0.49, 95% CI: 0.28-0.84) than Whites. Those who were older, with lower education, and lower income levels were less likely to have participated (P < .05).Recent MCBS data indicate that more than half of Medicare beneficiaries with T2DM did not participate in diabetes self-management education, and the participation rate in rural areas was 7 percentage points lower than that ​in urban areas. The study findings highlight challenges to maximize the benefits of participating in diabetes self-management education, particularly in rural areas.CONCLUSIONSRecent MCBS data indicate that more than half of Medicare beneficiaries with T2DM did not participate in diabetes self-management education, and the participation rate in rural areas was 7 percentage points lower than that ​in urban areas. The study findings highlight challenges to maximize the benefits of participating in diabetes self-management education, particularly in rural areas.
Author Bell, Ronny A.
Rafferty, Ann P.
Luo, Huabin
Dove, Cameron
Zeng, Xiaoming
Basu, Rashmita
Qu, Haiyan
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Keywords self-management education
access to care
diabetes
Medicare beneficiary
rural-urban difference
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Snippet Purpose To assess rural‐urban differences in participation rates of diabetes self‐management education and associated factors among Medicare beneficiaries with...
To assess rural-urban differences in participation rates of diabetes self-management education and associated factors among Medicare beneficiaries with type 2...
PurposeTo assess rural‐urban differences in participation rates of diabetes self‐management education and associated factors among Medicare beneficiaries with...
PURPOSE: To assess rural‐urban differences in participation rates of diabetes self‐management education and associated factors among Medicare beneficiaries...
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SubjectTerms access to care
Asian Americans
Beneficiaries
Diabetes
Diabetes mellitus (non-insulin dependent)
Education
Government programs
income
Low income groups
Management
Management development programmes
Medicare
Medicare beneficiary
Newly diagnosed
noninsulin-dependent diabetes mellitus
Participation
Polls & surveys
regression analysis
Residence
Residential location
Rural areas
Rural communities
rural health
Rural health care
Rural schools
Rural urban differences
rural‐urban difference
Sampling
self‐management education
Suburban areas
Surveys
Type 2 diabetes mellitus
Uptake
Urban areas
Title Rural‐urban differences in uptake of diabetes self‐management education among Medicare beneficiaries: Results from the 2016 to 2018 Medicare Current Beneficiary Survey
URI https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fjrh.12588
https://www.ncbi.nlm.nih.gov/pubmed/33978980
https://www.proquest.com/docview/2716011587
https://www.proquest.com/docview/2526137184
https://www.proquest.com/docview/2723121590
Volume 38
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