Social Deprivation and Multimorbidity Among Community-Based Health Center Patients in the United States
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作者:
Valenzuela, Steele
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Oregon Hlth & Sci Univ, Dept Family Med, Portland, OR USAOregon Hlth & Sci Univ, Dept Family Med, Portland, OR USA
Valenzuela, Steele
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Peak, Katherine D.
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Oregon Hlth & Sci Univ, Dept Family Med, Portland, OR USAOregon Hlth & Sci Univ, Dept Family Med, Portland, OR USA
Peak, Katherine D.
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Huguet, Nathalie
[1
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Marino, Miguel
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Schmidt, Teresa D.
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OCHIN Inc, Res Dept, Portland, OR USAOregon Hlth & Sci Univ, Dept Family Med, Portland, OR USA
Schmidt, Teresa D.
[3
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Voss, Robert
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OCHIN Inc, Res Dept, Portland, OR USAOregon Hlth & Sci Univ, Dept Family Med, Portland, OR USA
Voss, Robert
[3
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Quinones, Ana R.
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Oregon Hlth & Sci Univ, Dept Family Med, Portland, OR USA
Oregon Hlth & Sci Univ, OHSU PSU Sch Publ Hlth, Portland, OR USAOregon Hlth & Sci Univ, Dept Family Med, Portland, OR USA
Quinones, Ana R.
[1
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Nagel, Corey
[4
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机构:
[1] Oregon Hlth & Sci Univ, Dept Family Med, Portland, OR USA
[2] Oregon Hlth & Sci Univ, OHSU PSU Sch Publ Hlth, Portland, OR USA
[3] OCHIN Inc, Res Dept, Portland, OR USA
[4] Univ Arkansas Med Sci, Coll Nursing, Little Rock, AR 72205 USA
[5] Univ Arkansas Med Sci, Coll Publ Hlth, Dept Biostat, Little Rock, AR 72205 USA
Introduction Multimorbidity - having 2 or more chronic diseases - is a national public health concern that entails burdensome and costly care for patients, their families, and public health programs. Adults residing in socially deprived areas often have limited access to social and material resources. They also experience a greater multimorbidity burden. Methods We conducted a retrospective cohort analysis of electronic health record (EHR) data from 678 community-based health centers (CHCs) in 27 states from the Accelerating Data Value Across a National Community Health Center (ADVANCE) Network, a clinical research network, from 2012-2019. We used mixed- effects Poisson regression to examine the relationship of area-level social deprivation (eg, educational attainment, household income, unemployment) to chronic disease accumulation among a sample of patients aged 45 years or older (N = 816,921) residing across 9,362 zip code tabulation areas and receiving care in safety-net health organizations. Results We observed high rates of chronic disease among this national sample. Prevalence of multimorbidity varied considerably by geographic location, both within and between states. People in more socially deprived areas with Social Deprivation Index (SDI) scores in quartiles 2, 3, and 4 had greater initial chronic disease counts - 17.1%, 17.7%, and 18.0%, respectively - but a slower rate of accumulation compared with people in the least-deprived quartile. Our findings were consistent for models of the composite SDI and those evaluating disaggregated measures of area-level educational attainment, household income, and unemployment. Conclusion Social factors play an important role in the development and progression of multimorbidity, which suggests that an assessment and understanding of area-level social deprivation is necessary for developing public health strategies to address multimorbidity.
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Southern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USASouthern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USA
Nyberg, Lisa M.
Cheetham, T. Craig
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Chapman Univ, Orange, CA USASouthern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USA
Cheetham, T. Craig
Patton, Heather M.
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Southern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USASouthern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USA
Patton, Heather M.
Yang, Su-Jau
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Kaiser Permanente Southern Calif, Dept Res & Evaluat, Pasadena, CA USASouthern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USA
Yang, Su-Jau
Chiang, Kevin M.
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Kaiser Permanente, Natl Pharm Analyt, Downey, CA USASouthern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USA
Chiang, Kevin M.
Caparosa, Susan L.
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机构:
Kaiser Permanente Southern Calif, Dept Res & Evaluat, Pasadena, CA USASouthern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USA
Caparosa, Susan L.
Stern, Julie A.
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Kaiser Permanente Southern Calif, Dept Res & Evaluat, Pasadena, CA USASouthern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USA
Stern, Julie A.
Nyberg, Anders H.
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Southern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USASouthern Calif Permanente Med Grp, Gastroenterol Hepatol, San Diego, CA USA