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Assessing the influence of rural residence and economic distress on lower extremity risk stratification among diabetic foot ulcer patients utilizing the Wound, Ischemia, and Foot Infection (WIfI) classification system
Diabetic foot ulcers (DFU) are a major sequela of uncontrolled diabetes with a high risk of adverse outcomes. Poor DFU outcomes disproportionately impact patients living in rural and economically distressed communities with lack of access to consistent, quality care. This study aimed to analyze the...
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Published in: | Journal of diabetes and its complications 2024-08, Vol.38 (8), p.108814, Article 108814 |
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description | Diabetic foot ulcers (DFU) are a major sequela of uncontrolled diabetes with a high risk of adverse outcomes. Poor DFU outcomes disproportionately impact patients living in rural and economically distressed communities with lack of access to consistent, quality care. This study aimed to analyze the risk of geographic and economic disparities, including rural status and county economic distress, on the disease burden of DFU at presentation utilizing the SVS WIfI classification system.
We conducted a retrospective review of 454 patients diagnosed with a DFU from 2011 to 2020 at a single institution's inpatient and outpatient wound care service. Patients >18 years old, with type II diabetes mellitus, and diabetic foot ulcer were included.
ANCOVA analyses showed rural patients had significantly higher WIfI composite scores (F(1,451) = 9.61, p = .002), grades of wound (F(1,439) = 11.03, p = .001), and ischemia (F(1,380) = 12.574, p = .001) compared to the urban patients. Patients that resided in at-risk economic counties had significantly higher overall WIfI composite scores (F(2,448) = 3.31, p = .037) than patients who lived in transitional economic counties, and higher foot infection grading (F(2,440) = 3.02, p = .05) compared to patients who lived in distressed economic counties. DFU patients who resided in distressed economic counties presented with higher individual grades of ischemia (F(2, 377) = 3.14, p = .04) than patients in transitional economic counties. Chi-Square analyses demonstrated patients who resided in urban counties were significantly more likely to present with grade 1 wounds (χ2(3) = 9.86, p = .02) and grade 0 ischemia (χ2(3) = 16.18, p = .001) compared to patients in rural areas. Economically distressed patients presented with significantly less grade 0 ischemia compared to patients in transitional economic counties (χ2(6) = 17.48, p = .008).
Our findings are the first to demonstrate the impact of geographic and economic disparities on the disease burden of DFU at presentation utilizing the SVS WIfI classification system. This may indicate need for improved multidisciplinary primary care prevention strategies with vascular specialists in these communities to mitigate worsening DFU and promote early intervention.
•Diabetic Foot Ulcer patients in rural areas are significantly more likely to present with higher grades of wound and ischemia of foot ulcer.•Diabetic Foot Ulcer patients in economically distressed counties are significantly more |
doi_str_mv | 10.1016/j.jdiacomp.2024.108814 |
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We conducted a retrospective review of 454 patients diagnosed with a DFU from 2011 to 2020 at a single institution's inpatient and outpatient wound care service. Patients >18 years old, with type II diabetes mellitus, and diabetic foot ulcer were included.
ANCOVA analyses showed rural patients had significantly higher WIfI composite scores (F(1,451) = 9.61, p = .002), grades of wound (F(1,439) = 11.03, p = .001), and ischemia (F(1,380) = 12.574, p = .001) compared to the urban patients. Patients that resided in at-risk economic counties had significantly higher overall WIfI composite scores (F(2,448) = 3.31, p = .037) than patients who lived in transitional economic counties, and higher foot infection grading (F(2,440) = 3.02, p = .05) compared to patients who lived in distressed economic counties. DFU patients who resided in distressed economic counties presented with higher individual grades of ischemia (F(2, 377) = 3.14, p = .04) than patients in transitional economic counties. Chi-Square analyses demonstrated patients who resided in urban counties were significantly more likely to present with grade 1 wounds (χ2(3) = 9.86, p = .02) and grade 0 ischemia (χ2(3) = 16.18, p = .001) compared to patients in rural areas. Economically distressed patients presented with significantly less grade 0 ischemia compared to patients in transitional economic counties (χ2(6) = 17.48, p = .008).
Our findings are the first to demonstrate the impact of geographic and economic disparities on the disease burden of DFU at presentation utilizing the SVS WIfI classification system. This may indicate need for improved multidisciplinary primary care prevention strategies with vascular specialists in these communities to mitigate worsening DFU and promote early intervention.
•Diabetic Foot Ulcer patients in rural areas are significantly more likely to present with higher grades of wound and ischemia of foot ulcer.•Diabetic Foot Ulcer patients in economically distressed counties are significantly more likely to present with higher grades of ischemia of foot ulcer.•Rural-residing Diabetic Foot Ulcer patients had greater overall disease burden of foot ulcer compared to urban-residing patients.</description><identifier>ISSN: 1056-8727</identifier><identifier>ISSN: 1873-460X</identifier><identifier>EISSN: 1873-460X</identifier><identifier>DOI: 10.1016/j.jdiacomp.2024.108814</identifier><identifier>PMID: 39018896</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Amputation ; Analysis of covariance ; Body mass index ; Classification ; Codes ; Demographics ; Diabetes ; Diabetic foot ulcer ; Foot diseases ; Health care access ; Infections ; Ischemia ; Kidney diseases ; Leg ulcers ; Lower-extremity ischemia ; Mortality ; Patients ; Poverty ; Social determinants of health ; Unemployment ; WIfI classification</subject><ispartof>Journal of diabetes and its complications, 2024-08, Vol.38 (8), p.108814, Article 108814</ispartof><rights>2024 Elsevier Inc.</rights><rights>Copyright © 2024 Elsevier Inc. All rights reserved.</rights><rights>2024. Elsevier Inc.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c273t-46047fa890015af0a08fbdc1b9a7a38c2b4709fb04318b5c7bb306f94e0652983</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39018896$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tasman, Jordan</creatorcontrib><creatorcontrib>Clegg, Devin J.</creatorcontrib><creatorcontrib>Carver, Colten</creatorcontrib><creatorcontrib>Adabala, Saahit</creatorcontrib><creatorcontrib>Buckley, Michael R.</creatorcontrib><creatorcontrib>Goldman, Mitchell H.</creatorcontrib><creatorcontrib>Roberson, Patricia N.E.</creatorcontrib><title>Assessing the influence of rural residence and economic distress on lower extremity risk stratification among diabetic foot ulcer patients utilizing the Wound, Ischemia, and Foot Infection (WIfI) classification system</title><title>Journal of diabetes and its complications</title><addtitle>J Diabetes Complications</addtitle><description>Diabetic foot ulcers (DFU) are a major sequela of uncontrolled diabetes with a high risk of adverse outcomes. Poor DFU outcomes disproportionately impact patients living in rural and economically distressed communities with lack of access to consistent, quality care. This study aimed to analyze the risk of geographic and economic disparities, including rural status and county economic distress, on the disease burden of DFU at presentation utilizing the SVS WIfI classification system.
We conducted a retrospective review of 454 patients diagnosed with a DFU from 2011 to 2020 at a single institution's inpatient and outpatient wound care service. Patients >18 years old, with type II diabetes mellitus, and diabetic foot ulcer were included.
ANCOVA analyses showed rural patients had significantly higher WIfI composite scores (F(1,451) = 9.61, p = .002), grades of wound (F(1,439) = 11.03, p = .001), and ischemia (F(1,380) = 12.574, p = .001) compared to the urban patients. Patients that resided in at-risk economic counties had significantly higher overall WIfI composite scores (F(2,448) = 3.31, p = .037) than patients who lived in transitional economic counties, and higher foot infection grading (F(2,440) = 3.02, p = .05) compared to patients who lived in distressed economic counties. DFU patients who resided in distressed economic counties presented with higher individual grades of ischemia (F(2, 377) = 3.14, p = .04) than patients in transitional economic counties. Chi-Square analyses demonstrated patients who resided in urban counties were significantly more likely to present with grade 1 wounds (χ2(3) = 9.86, p = .02) and grade 0 ischemia (χ2(3) = 16.18, p = .001) compared to patients in rural areas. Economically distressed patients presented with significantly less grade 0 ischemia compared to patients in transitional economic counties (χ2(6) = 17.48, p = .008).
Our findings are the first to demonstrate the impact of geographic and economic disparities on the disease burden of DFU at presentation utilizing the SVS WIfI classification system. This may indicate need for improved multidisciplinary primary care prevention strategies with vascular specialists in these communities to mitigate worsening DFU and promote early intervention.
•Diabetic Foot Ulcer patients in rural areas are significantly more likely to present with higher grades of wound and ischemia of foot ulcer.•Diabetic Foot Ulcer patients in economically distressed counties are significantly more likely to present with higher grades of ischemia of foot ulcer.•Rural-residing Diabetic Foot Ulcer patients had greater overall disease burden of foot ulcer compared to urban-residing patients.</description><subject>Amputation</subject><subject>Analysis of covariance</subject><subject>Body mass index</subject><subject>Classification</subject><subject>Codes</subject><subject>Demographics</subject><subject>Diabetes</subject><subject>Diabetic foot ulcer</subject><subject>Foot diseases</subject><subject>Health care access</subject><subject>Infections</subject><subject>Ischemia</subject><subject>Kidney diseases</subject><subject>Leg ulcers</subject><subject>Lower-extremity ischemia</subject><subject>Mortality</subject><subject>Patients</subject><subject>Poverty</subject><subject>Social determinants of health</subject><subject>Unemployment</subject><subject>WIfI classification</subject><issn>1056-8727</issn><issn>1873-460X</issn><issn>1873-460X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkU1v1DAQhiMEoh_wFypLXIrUXcb5dG5UFYWVKnEBlZvlOGPqJbEX2yls_yn_hslutwcuXBxr_LzzTubNsjMOSw68frdernurtB83yxzykopC8PJZdsxFUyzKGr49pztU9UI0eXOUncS4BoC6qvjL7KhogQvR1sfZn8sYMUbrvrN0h8w6M0zoNDJvWJiCGljAaPtdSbmeofbOj1az3sZET5F5xwb_CwPD31QYbdqyYOMPRs8qWWM1ncSo0ZMHzdxhIrnxPrFp0KTbEIAuRTYlO9iHwyi3fnL9BVtFfUdd1cXO_nqWrZxBvWt6frsyq7dMD4p-4ckqbmPC8VX2wqgh4uvH72n29frDl6tPi5vPH1dXlzcLnTdFmldVNkaJFoBXyoACYbpe865VjSqEzruygdZ0UBZcdJVuuq6A2rQl0jLzVhSn2fm-7yb4nxPGJEcbNQ6DcuinKAsQeQFVW3FC3_yDrv0UHE03U2QATQVE1XtKBx9jQCM3wY4qbCUHOYcv1_IQvpzDl_vwSXj22H7qRuyfZIe0CXi_B5D2cW8xyKjtHG1vA21U9t7-z-MvIkHITg</recordid><startdate>202408</startdate><enddate>202408</enddate><creator>Tasman, Jordan</creator><creator>Clegg, Devin J.</creator><creator>Carver, Colten</creator><creator>Adabala, Saahit</creator><creator>Buckley, Michael R.</creator><creator>Goldman, Mitchell H.</creator><creator>Roberson, Patricia N.E.</creator><general>Elsevier Inc</general><general>Elsevier Limited</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AN0</scope><scope>ASE</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FPQ</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K6X</scope><scope>K9-</scope><scope>K9.</scope><scope>KB0</scope><scope>M0R</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope></search><sort><creationdate>202408</creationdate><title>Assessing the influence of rural residence and economic distress on lower extremity risk stratification among diabetic foot ulcer patients utilizing the Wound, Ischemia, and Foot Infection (WIfI) classification system</title><author>Tasman, Jordan ; Clegg, Devin J. ; Carver, Colten ; Adabala, Saahit ; Buckley, Michael R. ; Goldman, Mitchell H. ; Roberson, Patricia N.E.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c273t-46047fa890015af0a08fbdc1b9a7a38c2b4709fb04318b5c7bb306f94e0652983</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Amputation</topic><topic>Analysis of covariance</topic><topic>Body mass index</topic><topic>Classification</topic><topic>Codes</topic><topic>Demographics</topic><topic>Diabetes</topic><topic>Diabetic foot ulcer</topic><topic>Foot diseases</topic><topic>Health care access</topic><topic>Infections</topic><topic>Ischemia</topic><topic>Kidney diseases</topic><topic>Leg ulcers</topic><topic>Lower-extremity ischemia</topic><topic>Mortality</topic><topic>Patients</topic><topic>Poverty</topic><topic>Social determinants of health</topic><topic>Unemployment</topic><topic>WIfI classification</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tasman, Jordan</creatorcontrib><creatorcontrib>Clegg, Devin J.</creatorcontrib><creatorcontrib>Carver, Colten</creatorcontrib><creatorcontrib>Adabala, Saahit</creatorcontrib><creatorcontrib>Buckley, Michael R.</creatorcontrib><creatorcontrib>Goldman, Mitchell H.</creatorcontrib><creatorcontrib>Roberson, Patricia N.E.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Nursing and Allied Health Journals</collection><collection>ProQuest Health and Medical</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>British Nursing Database</collection><collection>British Nursing Index</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>British Nursing Index (BNI) (1985 to Present)</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>British Nursing Index</collection><collection>Consumer Health Database (Alumni Edition)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Consumer Health Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest research library</collection><collection>Research Library (Corporate)</collection><collection>Nursing & Allied Health Premium</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of diabetes and its complications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tasman, Jordan</au><au>Clegg, Devin J.</au><au>Carver, Colten</au><au>Adabala, Saahit</au><au>Buckley, Michael R.</au><au>Goldman, Mitchell H.</au><au>Roberson, Patricia N.E.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessing the influence of rural residence and economic distress on lower extremity risk stratification among diabetic foot ulcer patients utilizing the Wound, Ischemia, and Foot Infection (WIfI) classification system</atitle><jtitle>Journal of diabetes and its complications</jtitle><addtitle>J Diabetes Complications</addtitle><date>2024-08</date><risdate>2024</risdate><volume>38</volume><issue>8</issue><spage>108814</spage><pages>108814-</pages><artnum>108814</artnum><issn>1056-8727</issn><issn>1873-460X</issn><eissn>1873-460X</eissn><abstract>Diabetic foot ulcers (DFU) are a major sequela of uncontrolled diabetes with a high risk of adverse outcomes. Poor DFU outcomes disproportionately impact patients living in rural and economically distressed communities with lack of access to consistent, quality care. This study aimed to analyze the risk of geographic and economic disparities, including rural status and county economic distress, on the disease burden of DFU at presentation utilizing the SVS WIfI classification system.
We conducted a retrospective review of 454 patients diagnosed with a DFU from 2011 to 2020 at a single institution's inpatient and outpatient wound care service. Patients >18 years old, with type II diabetes mellitus, and diabetic foot ulcer were included.
ANCOVA analyses showed rural patients had significantly higher WIfI composite scores (F(1,451) = 9.61, p = .002), grades of wound (F(1,439) = 11.03, p = .001), and ischemia (F(1,380) = 12.574, p = .001) compared to the urban patients. Patients that resided in at-risk economic counties had significantly higher overall WIfI composite scores (F(2,448) = 3.31, p = .037) than patients who lived in transitional economic counties, and higher foot infection grading (F(2,440) = 3.02, p = .05) compared to patients who lived in distressed economic counties. DFU patients who resided in distressed economic counties presented with higher individual grades of ischemia (F(2, 377) = 3.14, p = .04) than patients in transitional economic counties. Chi-Square analyses demonstrated patients who resided in urban counties were significantly more likely to present with grade 1 wounds (χ2(3) = 9.86, p = .02) and grade 0 ischemia (χ2(3) = 16.18, p = .001) compared to patients in rural areas. Economically distressed patients presented with significantly less grade 0 ischemia compared to patients in transitional economic counties (χ2(6) = 17.48, p = .008).
Our findings are the first to demonstrate the impact of geographic and economic disparities on the disease burden of DFU at presentation utilizing the SVS WIfI classification system. This may indicate need for improved multidisciplinary primary care prevention strategies with vascular specialists in these communities to mitigate worsening DFU and promote early intervention.
•Diabetic Foot Ulcer patients in rural areas are significantly more likely to present with higher grades of wound and ischemia of foot ulcer.•Diabetic Foot Ulcer patients in economically distressed counties are significantly more likely to present with higher grades of ischemia of foot ulcer.•Rural-residing Diabetic Foot Ulcer patients had greater overall disease burden of foot ulcer compared to urban-residing patients.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>39018896</pmid><doi>10.1016/j.jdiacomp.2024.108814</doi></addata></record> |
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subjects | Amputation Analysis of covariance Body mass index Classification Codes Demographics Diabetes Diabetic foot ulcer Foot diseases Health care access Infections Ischemia Kidney diseases Leg ulcers Lower-extremity ischemia Mortality Patients Poverty Social determinants of health Unemployment WIfI classification |
title | Assessing the influence of rural residence and economic distress on lower extremity risk stratification among diabetic foot ulcer patients utilizing the Wound, Ischemia, and Foot Infection (WIfI) classification system |
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