Access to Transportation and Health Care Visits for Medicaid Enrollees With Diabetes

Purpose Diabetes is a chronic condition that requires frequent health care visits for its management. Individuals without nonemergency medical transportation often miss appointments and do not receive optimal care. This study aims to evaluate the association between Medicaid‐provided nonemergency me...

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Veröffentlicht in:The Journal of rural health 2018-03, Vol.34 (2), p.162-172
Hauptverfasser: Thomas, Leela V., Wedel, Kenneth R., Christopher, Jan E.
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container_title The Journal of rural health
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creator Thomas, Leela V.
Wedel, Kenneth R.
Christopher, Jan E.
description Purpose Diabetes is a chronic condition that requires frequent health care visits for its management. Individuals without nonemergency medical transportation often miss appointments and do not receive optimal care. This study aims to evaluate the association between Medicaid‐provided nonemergency medical transportation and diabetes care visits. Methods A retrospective analysis was conducted of demographic and claims data obtained from the Oklahoma Medicaid program. Participants consisted of Medicaid enrollees with diabetes who made at least 1 visit for diabetes care in a year. The sample was predominantly female and white, with an average age of 46.38 years. Two zero‐truncated Poisson regression models were estimated to assess the independent effect of transportation use on number of diabetes care visits. Findings Use of nonemergency medical transportation is a significant predictor of diabetes care visits. Zero‐truncated Poisson regression coefficients showed a positive association between the use of transportation and number of visits (0.6563, P < .001). Age, gender, race/ethnicity, area of residence, and presence of additional chronic conditions had independent associations with number of visits. Older enrollees were likely to make more visits than younger enrollees with diabetes (0.02382); controlling for all other factors in the model, rural residents made more visits than urban; women made fewer visits than men (‐0.09312; P < .001); and minorities made fewer visits than whites, with pronounced differences for Hispanics and Asians compared to whites. Conclusions Findings underscore the importance of ensuring transportation to Medicaid populations with diabetes, particularly in the rural areas where the prevalence of diabetes and complications are higher and the availability of medical resources lower than in the urban areas.
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Individuals without nonemergency medical transportation often miss appointments and do not receive optimal care. This study aims to evaluate the association between Medicaid‐provided nonemergency medical transportation and diabetes care visits. Methods A retrospective analysis was conducted of demographic and claims data obtained from the Oklahoma Medicaid program. Participants consisted of Medicaid enrollees with diabetes who made at least 1 visit for diabetes care in a year. The sample was predominantly female and white, with an average age of 46.38 years. Two zero‐truncated Poisson regression models were estimated to assess the independent effect of transportation use on number of diabetes care visits. Findings Use of nonemergency medical transportation is a significant predictor of diabetes care visits. Zero‐truncated Poisson regression coefficients showed a positive association between the use of transportation and number of visits (0.6563, P &lt; .001). Age, gender, race/ethnicity, area of residence, and presence of additional chronic conditions had independent associations with number of visits. Older enrollees were likely to make more visits than younger enrollees with diabetes (0.02382); controlling for all other factors in the model, rural residents made more visits than urban; women made fewer visits than men (‐0.09312; P &lt; .001); and minorities made fewer visits than whites, with pronounced differences for Hispanics and Asians compared to whites. Conclusions Findings underscore the importance of ensuring transportation to Medicaid populations with diabetes, particularly in the rural areas where the prevalence of diabetes and complications are higher and the availability of medical resources lower than in the urban areas.</description><identifier>ISSN: 0890-765X</identifier><identifier>EISSN: 1748-0361</identifier><identifier>DOI: 10.1111/jrh.12239</identifier><identifier>PMID: 28370462</identifier><language>eng</language><publisher>England: Wiley Subscription Services, Inc</publisher><subject>Access ; access to medical care ; access to transportation ; Chronic conditions ; Chronic illnesses ; Complications ; Demographics ; Diabetes ; Diabetes mellitus ; Ethnic groups ; Ethnicity ; Females ; Government programs ; Health care ; Health care access ; Health care policy ; health care visit ; Health promotion ; Latin American cultural groups ; Medicaid ; Minority &amp; ethnic groups ; Minority groups ; Poisson density functions ; Race ; Regression analysis ; Regression coefficients ; Regression models ; Residence ; Rural areas ; Rural communities ; Rural health care ; Rural populations ; Statistical analysis ; Transportation ; Urban areas ; Visits ; White people</subject><ispartof>The Journal of rural health, 2018-03, Vol.34 (2), p.162-172</ispartof><rights>2017 National Rural Health Association</rights><rights>2017 National Rural Health Association.</rights><rights>2018 National Rural Health Association</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3539-8947ee2aa0c0d29f4c5917c5edd16c1ea16de93bc07be1b7c11e2427c35f7fb43</citedby><cites>FETCH-LOGICAL-c3539-8947ee2aa0c0d29f4c5917c5edd16c1ea16de93bc07be1b7c11e2427c35f7fb43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fjrh.12239$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fjrh.12239$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27866,27924,27925,30999,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28370462$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Thomas, Leela V.</creatorcontrib><creatorcontrib>Wedel, Kenneth R.</creatorcontrib><creatorcontrib>Christopher, Jan E.</creatorcontrib><title>Access to Transportation and Health Care Visits for Medicaid Enrollees With Diabetes</title><title>The Journal of rural health</title><addtitle>J Rural Health</addtitle><description>Purpose Diabetes is a chronic condition that requires frequent health care visits for its management. Individuals without nonemergency medical transportation often miss appointments and do not receive optimal care. This study aims to evaluate the association between Medicaid‐provided nonemergency medical transportation and diabetes care visits. Methods A retrospective analysis was conducted of demographic and claims data obtained from the Oklahoma Medicaid program. Participants consisted of Medicaid enrollees with diabetes who made at least 1 visit for diabetes care in a year. The sample was predominantly female and white, with an average age of 46.38 years. Two zero‐truncated Poisson regression models were estimated to assess the independent effect of transportation use on number of diabetes care visits. Findings Use of nonemergency medical transportation is a significant predictor of diabetes care visits. Zero‐truncated Poisson regression coefficients showed a positive association between the use of transportation and number of visits (0.6563, P &lt; .001). Age, gender, race/ethnicity, area of residence, and presence of additional chronic conditions had independent associations with number of visits. Older enrollees were likely to make more visits than younger enrollees with diabetes (0.02382); controlling for all other factors in the model, rural residents made more visits than urban; women made fewer visits than men (‐0.09312; P &lt; .001); and minorities made fewer visits than whites, with pronounced differences for Hispanics and Asians compared to whites. 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ethnic groups</subject><subject>Minority groups</subject><subject>Poisson density functions</subject><subject>Race</subject><subject>Regression analysis</subject><subject>Regression coefficients</subject><subject>Regression models</subject><subject>Residence</subject><subject>Rural areas</subject><subject>Rural communities</subject><subject>Rural health care</subject><subject>Rural populations</subject><subject>Statistical analysis</subject><subject>Transportation</subject><subject>Urban areas</subject><subject>Visits</subject><subject>White people</subject><issn>0890-765X</issn><issn>1748-0361</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>7QJ</sourceid><sourceid>7TQ</sourceid><recordid>eNp10E1LAzEQBuAgiq3Vg39AAl70sDZfu9k9Sq1WqQhSP24hm53FlO2mJluk_95oqwfBuczlmZfhReiYkgsaZzj3bxeUMV7soD6VIk8Iz-gu6pO8IInM0tceOghhTggrci72UY_lXBKRsT6aXRoDIeDO4ZnXbVg63-nOuhbrtsIT0E33hkfaA362wXYB187je6is0bbC49a7pgEI-MVGd2V1CR2EQ7RX6ybA0XYP0NP1eDaaJNOHm9vR5TQxPOVFkhdCAjCtiSEVK2ph0oJKk0JV0cxQ0DSroOClIbIEWkpDKTDBZLyuZV0KPkBnm9yld-8rCJ1a2GCgaXQLbhUUzXNBM8lYGunpHzp3K9_G7xQjjBEuGJFRnW-U8S4ED7VaervQfq0oUV9Vq1i1-q462pNt4qpcQPUrf7qNYLgBH7aB9f9J6u5xson8BAC8hzo</recordid><startdate>20180301</startdate><enddate>20180301</enddate><creator>Thomas, Leela V.</creator><creator>Wedel, Kenneth R.</creator><creator>Christopher, Jan E.</creator><general>Wiley Subscription Services, Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QJ</scope><scope>7T2</scope><scope>7TQ</scope><scope>C1K</scope><scope>DHY</scope><scope>DON</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope></search><sort><creationdate>20180301</creationdate><title>Access to Transportation and Health Care Visits for Medicaid Enrollees With Diabetes</title><author>Thomas, Leela V. ; 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Individuals without nonemergency medical transportation often miss appointments and do not receive optimal care. This study aims to evaluate the association between Medicaid‐provided nonemergency medical transportation and diabetes care visits. Methods A retrospective analysis was conducted of demographic and claims data obtained from the Oklahoma Medicaid program. Participants consisted of Medicaid enrollees with diabetes who made at least 1 visit for diabetes care in a year. The sample was predominantly female and white, with an average age of 46.38 years. Two zero‐truncated Poisson regression models were estimated to assess the independent effect of transportation use on number of diabetes care visits. Findings Use of nonemergency medical transportation is a significant predictor of diabetes care visits. Zero‐truncated Poisson regression coefficients showed a positive association between the use of transportation and number of visits (0.6563, P &lt; .001). Age, gender, race/ethnicity, area of residence, and presence of additional chronic conditions had independent associations with number of visits. Older enrollees were likely to make more visits than younger enrollees with diabetes (0.02382); controlling for all other factors in the model, rural residents made more visits than urban; women made fewer visits than men (‐0.09312; P &lt; .001); and minorities made fewer visits than whites, with pronounced differences for Hispanics and Asians compared to whites. Conclusions Findings underscore the importance of ensuring transportation to Medicaid populations with diabetes, particularly in the rural areas where the prevalence of diabetes and complications are higher and the availability of medical resources lower than in the urban areas.</abstract><cop>England</cop><pub>Wiley Subscription Services, Inc</pub><pmid>28370462</pmid><doi>10.1111/jrh.12239</doi><tpages>11</tpages></addata></record>
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source Wiley Journals; PAIS Index; Applied Social Sciences Index & Abstracts (ASSIA)
subjects Access
access to medical care
access to transportation
Chronic conditions
Chronic illnesses
Complications
Demographics
Diabetes
Diabetes mellitus
Ethnic groups
Ethnicity
Females
Government programs
Health care
Health care access
Health care policy
health care visit
Health promotion
Latin American cultural groups
Medicaid
Minority & ethnic groups
Minority groups
Poisson density functions
Race
Regression analysis
Regression coefficients
Regression models
Residence
Rural areas
Rural communities
Rural health care
Rural populations
Statistical analysis
Transportation
Urban areas
Visits
White people
title Access to Transportation and Health Care Visits for Medicaid Enrollees With Diabetes
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