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 |
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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. |
doi_str_mv | 10.1111/jrh.12239 |
format | Article |
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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.</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 & 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 < .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.</description><subject>Access</subject><subject>access to medical care</subject><subject>access to transportation</subject><subject>Chronic conditions</subject><subject>Chronic illnesses</subject><subject>Complications</subject><subject>Demographics</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Ethnic groups</subject><subject>Ethnicity</subject><subject>Females</subject><subject>Government programs</subject><subject>Health care</subject><subject>Health care access</subject><subject>Health care policy</subject><subject>health care visit</subject><subject>Health promotion</subject><subject>Latin American cultural groups</subject><subject>Medicaid</subject><subject>Minority & 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. ; Wedel, Kenneth R. ; Christopher, Jan E.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3539-8947ee2aa0c0d29f4c5917c5edd16c1ea16de93bc07be1b7c11e2427c35f7fb43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Access</topic><topic>access to medical care</topic><topic>access to transportation</topic><topic>Chronic conditions</topic><topic>Chronic illnesses</topic><topic>Complications</topic><topic>Demographics</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Ethnic groups</topic><topic>Ethnicity</topic><topic>Females</topic><topic>Government programs</topic><topic>Health care</topic><topic>Health care access</topic><topic>Health care policy</topic><topic>health care visit</topic><topic>Health promotion</topic><topic>Latin American cultural groups</topic><topic>Medicaid</topic><topic>Minority & ethnic groups</topic><topic>Minority groups</topic><topic>Poisson density functions</topic><topic>Race</topic><topic>Regression analysis</topic><topic>Regression coefficients</topic><topic>Regression models</topic><topic>Residence</topic><topic>Rural areas</topic><topic>Rural communities</topic><topic>Rural health care</topic><topic>Rural populations</topic><topic>Statistical analysis</topic><topic>Transportation</topic><topic>Urban areas</topic><topic>Visits</topic><topic>White people</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Thomas, Leela V.</creatorcontrib><creatorcontrib>Wedel, Kenneth R.</creatorcontrib><creatorcontrib>Christopher, Jan E.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>PAIS Index</collection><collection>Environmental Sciences and Pollution Management</collection><collection>PAIS International</collection><collection>PAIS International (Ovid)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>The Journal of rural health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Thomas, Leela V.</au><au>Wedel, Kenneth R.</au><au>Christopher, Jan E.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Access to Transportation and Health Care Visits for Medicaid Enrollees With Diabetes</atitle><jtitle>The Journal of rural health</jtitle><addtitle>J Rural Health</addtitle><date>2018-03-01</date><risdate>2018</risdate><volume>34</volume><issue>2</issue><spage>162</spage><epage>172</epage><pages>162-172</pages><issn>0890-765X</issn><eissn>1748-0361</eissn><abstract>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.</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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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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