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Clarke L, Castor-Newton MJ, Jalles C, Lapeyre-Mestre M, Gardette V. Potentially avoidable hospitalizations and associated factors among older people in French Guiana using the French National Health Data System. Int J Qual Health Care 2024; 36:mzae083. [PMID: 39136470 DOI: 10.1093/intqhc/mzae083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 07/24/2024] [Accepted: 08/10/2024] [Indexed: 09/05/2024] Open
Abstract
Knowing the prevalence of potentially avoidable hospitalizations (PAHs) and the factors associated with them is essential if preventive action is to be taken. Studies on PAHs mainly concern adults, and very few have been carried out in South America. To the best of our knowledge, there has been no study on PAHs in French Guiana, particularly among older adults. This case-control study aimed to estimate the prevalence of PAHs in the Guianese population aged over 65 and to analyze their associated factors. We used the 2017-2019 data from the French National Health Service database (Système National des Données de Santé). The patients were age- and sex-matched 1 : 3 with controls without any PAH in 2019. Factors associated with PAHs were investigated through two conditional logistic regression models [one including the Charlson comorbidity index (CCI) and one including each comorbidity of the CCI], with calculation of the adjusted odds ratio (aOR) and 95% confidence interval (CI). The PAH incidence was 17.4 per 1000 inhabitants. PAHs represented 6.6% of all hospitalizations (45.6% related to congestive heart failure or hypertension). A higher CCI was associated with PAHs [aOR 2.2 (95% CI: 1.6, 3.0) and aOR 4.8 (95% CI: 2.4, 9.9) for 1-2 and ≥3 comorbidities, respectively, versus 0], as was immigrant health insurance status [aOR 2.3 (95% CI: 1.3, 4.2)]. Connective tissue disease, chronic pulmonary disease, congestive heart failure, diabetes, and peripheral vascular disease were comorbidities associated with an increased risk of PAHs. While the prevention of PAHs among immigrants is probably beyond the reach of the Guianese authorities, primary care and a public health policy geared toward prevention should be put in place for the French Guianese population suffering from cardiovascular disease in order to reduce PAHs.
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Affiliation(s)
- Loreinzia Clarke
- Medicine Department, Université Paul Sabatier Toulouse 3, 37 Allées Jules Guesde, Toulouse 31000, France
- Observatoire Régional de la Santé de Guyane, 771 route de Baduel, Cayenne 97300, French Guiana
| | | | - Constanca Jalles
- Medicine Department, Université Paul Sabatier Toulouse 3, 37 Allées Jules Guesde, Toulouse 31000, France
| | - Maryse Lapeyre-Mestre
- Medicine Department, Université Paul Sabatier Toulouse 3, 37 Allées Jules Guesde, Toulouse 31000, France
| | - Virginie Gardette
- Medicine Department, Université Paul Sabatier Toulouse 3, 37 Allées Jules Guesde, Toulouse 31000, France
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Mahmoudi E, Lin P, Rubenstein D, Guetterman T, Leggett A, Possin KL, Kamdar N. Use of preventive service and potentially preventable hospitalization among American adults with disability: Longitudinal analysis of Traditional Medicare and commercial insurance. Prev Med Rep 2024; 40:102663. [PMID: 38464419 PMCID: PMC10920729 DOI: 10.1016/j.pmedr.2024.102663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 02/19/2024] [Accepted: 02/20/2024] [Indexed: 03/12/2024] Open
Abstract
Objective Examine the association between traditional Medicare (TM) vs. commercial insurance and the use of preventive care and potentially preventable hospitalization (PPH) among adults (18+) with disability [cerebral palsy/spina bifida (CP/SB); multiple sclerosis (MS); traumatic spinal cord injury (TSCI)] in the United States. Methods Using 2008-2016 Medicare and commercial claims data, we compared adults with the same disability enrolled in TM vs. commercial insurance [Medicare: n = 21,599 (CP/SB); n = 7,605 (MS); n = 4,802 (TSCI); commercial: n = 11,306 (CP/SB); n = 6,254 (MS); n = 5,265 (TSCI)]. We applied generalized estimating equations to address repeated measures, comparing cases with controls. All models were adjusted for age, sex, race/ethnicity, and comorbid conditions. Results Compared with commercial insurance, enrolling in TM reduced the odds of using preventive services. For example, adjusted odds ratios (OR) of annual wellness visits in TM vs. commercial insurance were 0.31 (95% confidence interval (CI): 0.28-0.34), 0.32 (95% CI: 0.28-0.37), and 0.19 (95% CI: 0.17-0.22) among adults with CP/SB, TSCI, and MS, respectively. Furthermore, PPH risks were higher in TM vs. commercial insurance. ORs of PPH in TM vs. commercial insurance were 1.50 (95% CI: 1.18-1.89), 1.83 (95% CI: 1.40-2.41), and 2.32 (95% CI: 1.66-3.22) among adults with CP/SB, TSCI, and MS, respectively. Moreover, dual-eligible adults had higher odds of PPH compared with non-dual-eligible adults [CP/SB: OR = 1.47 (95% CI: 1.25-1.72); TSCI: OR = 1.61 (95% CI: 1.35-1.92), and MS: OR = 1.80 (95% CI: 1.55-2.10)]. Conclusions TM, relative to commercial insurance, was associated with lower receipt of preventive care and higher PPH risk among adults with disability.
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Affiliation(s)
- Elham Mahmoudi
- Department of Family Medicine, Michigan Medicine, University of Michigan, USA
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Paul Lin
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Dana Rubenstein
- Clinical and Translational Science Institute, Duke University School of Medicine, 701 West Main Street, Durham, NC, USA
| | - Timothy Guetterman
- Department of Family Medicine, Michigan Medicine, University of Michigan, USA
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Amanda Leggett
- Institute of Gerontology & Department of Psychology, Wayne State University, Detroit, MI, USA
| | - Katherine L. Possin
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
- Global Brain Health Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Neil Kamdar
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
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Ratakonda S, Lin P, Kamdar N, Meade M, McKee M, Mahmoudi E. Potentially Preventable Hospitalization Among Adults with Hearing, Vision, and Dual Sensory Loss: A Case and Control Study. Mayo Clin Proc Innov Qual Outcomes 2023; 7:327-336. [PMID: 37533599 PMCID: PMC10391598 DOI: 10.1016/j.mayocpiqo.2023.06.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2023] Open
Abstract
Objective To evaluate the risk of potentially preventable hospitalizations (PPHs) among adults with sensory loss. We hypothesized a greater PPH risk among people with a sensory loss (hearing, vision, and dual) compared with controls. Patients and Methods Using 2007-2016 Medicare fee-for-service claims, this retrospective, case-control study examined the risk of PPH among adults aged 65 years and older with hearing, vision, and dual sensory loss compared with their corresponding counterparts without sensory loss (between June 1, 2022, and February 1, 2023). We ran 3 step-in regression models for the 3 case and control cohorts examining PPH risk. Our generalized linear regression models controlled for age, sex, race, Elixhauser comorbidity count, rurality, neighborhood characteristics, and the number of primary care physicians and hospitals at the county level. Results People with vision (adjusted odds ratio [aOR], 1.21; 95% CI, 0.84-0.87) and dual sensory loss (aOR, 1.26; 95% CI, 1.14-1.40) showed a higher PPH risks than their corresponding controls. For people with hearing loss, our unadjusted models showed a higher PPH risk (OR, 1.40; 95% CI, 1.38-1.43) but after adjustment, hearing loss showed a protective association against PPH risk (OR, 0.85; 95% CI, 0.84-0.87). Moreover, in all models, annual wellness visits reduced the PPH risk by about half (eg, aOR, 0.54; 95% CI, 0.52-0.55), whereas living in disadvantaged neighborhood increased the PPH risk (eg, aOR, 1.13; 95% CI, 1.10-1.15) for cases and controls. Conclusion People with vision and dual sensory loss were at greater PPH risk. This study has important health policy implications in reducing PPH and is indicative of a need for more incentivized and systematic approaches to facilitating the use of preventive care, particularly among older adults living in a disadvantaged neighborhood.
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Affiliation(s)
| | - Paul Lin
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - Neil Kamdar
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - Michelle Meade
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - Michael McKee
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI
- Department of Family Medicine, Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - Elham Mahmoudi
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI
- Department of Family Medicine, Michigan Medicine, University of Michigan, Ann Arbor, MI
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Potter AJ, Wright B, Akiyama J, Stehlin GG, Trivedi AN, Wolinsky FD. Primary care patterns among dual eligibles with Alzheimer's disease and related dementias. J Am Geriatr Soc 2023; 71:1259-1266. [PMID: 36585893 PMCID: PMC10089966 DOI: 10.1111/jgs.18166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 10/26/2022] [Accepted: 11/20/2022] [Indexed: 01/01/2023]
Abstract
BACKGROUND Primary care is essential for persons with Alzheimer's disease and related dementias (ADRD). Prior research suggests that the propensity to provide high-quality, continuous primary care varies by provider setting, but the settings used by Medicare-Medicaid dual-eligibles with ADRD have not been described at the population level. METHODS Using 2012-2018 Medicare data, we identified dual-eligibles with ADRD. For each person-year, we identified primary care visits occurring in six settings. We calculated descriptive statistics for beneficiaries with a majority of visits in each setting, and conducted a k-means cluster analysis to determine utilization patterns, using the standardized count of primary care visits in each setting. RESULTS Each year from 2012 to 2018, at least 45.6% of dual-eligibles with ADRD received a majority of their primary care in nursing facilities, while at least 25.2% did so in physician offices. Over time, the share relying on nursing facilities for primary care decreased by 5.2 percentage points, offset by growth in Federally Qualified Health Centers (FQHCs) and miscellaneous settings (2.3 percentage points each). Dual-eligibles relying on nursing facilities had more annual primary care visits (16.1) than those relying on other settings (range: 6.8-10.7 visits). Interpersonal care continuity was also higher in nursing facilities (97.0%) and physician offices (87.9%) than in FQHCs (54.2%), rural health clinics (RHCs, 46.6%), or hospital-based clinics (56.8%). Among dual-eligibles without care continuity, 82.7% were assigned to a cluster with few primary care visits. CONCLUSIONS A trend toward care in different settings likely reflects improved access to patient-centered primary care. Low rates of interpersonal care continuity in FQHCs, RHCs, and physician offices may warrant concern, unless providers in these settings function as a care team. Nonetheless, every healthcare system encounter presents an opportunity to designate a primary care provider for dual-eligibles with ADRD who use little or no primary care.
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Affiliation(s)
- Andrew J. Potter
- Department of Political Science & Criminal Justice, California State University, Chico
| | - Brad Wright
- Department of Family Medicine, UNC-Chapel Hill School of Medicine, Chapel Hill, NC
- Cecil G. Sheps Center for Health Services Research, UNC-Chapel Hill, Chapel Hill, NC
| | - Jill Akiyama
- Department of Health Policy and Management, Gillings School of Public Health, UNC-Chapel Hill
| | - Grace G. Stehlin
- Cecil G. Sheps Center for Health Services Research, UNC-Chapel Hill, Chapel Hill, NC
| | - Amal N. Trivedi
- Department of Health Services, Policy and Practice, School of Public Health, Brown University
| | - Fredric D. Wolinsky
- Department of Health Management and Policy, College of Public Health, University of Iowa
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Prabhudesai D, Davis J, Chen JJ, Lim E. Potentially preventable hospitalizations and super-utilization of inpatient services among patients with chronic kidney disease in Hawai'i. BMC Nephrol 2022; 23:409. [PMID: 36564749 PMCID: PMC9789655 DOI: 10.1186/s12882-022-03048-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 12/20/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Chronic kidney disease (CKD) is linked to high morbidity and mortality and increased hospitalization burden. If appropriately managed in the outpatient setting, ambulatory care-sensitive conditions (ACSCs) do not lead to hospitalization. Hospitalizations due to ACSCs are considered as potentially preventable hospitalizations. Patients with recurrent hospitalizations are considered as super-utilizers of inpatient services. The aim of this study is to determine prevalence of potentially preventable hospitalizations and super-utilization of inpatient services among patients with CKD in Hawai'i. METHODS Hawai'i statewide inpatient data (2015-2017) were used to identify adult CKD patients with hospitalizations during a 12-month period from the first recorded date of CKD. The associations between the potentially preventable hospitalizations and super-utilization and other key patient demographic and clinical variables (sex, age, ethnicity, insurance type, Charlson comorbidity index (CCI), county of residence, and homelessness indicator) were analyzed using bivariate analysis. Multivariable logistic regression was utilized to assess the associations between the potentially preventable hospitalizations and patient variables. RESULTS Approximately 2% of patients reported potentially preventable hospitalizations, and a total of 12.3% patients reported super-utilization. Out of all CKD-specific ACSC hospitalizations, 74.2% were due to heart failure and 25.8% were due to hyperkalemia. Patients who reported super-utilization were more likely to report potentially preventable hospitalization (OR: 5.98, 95%CI: 4.50-7.93) than patients who did not report super-utilization. CONCLUSION This study showed prevalence of potentially preventable hospitalizations and high inpatient utilization among CKD patients in Hawai'i. Heart failure and hyperkalemia were the two major causes of CKD-specific ACSC hospitalizations in this cohort. Effective strategies should be employed to improve the outpatient CKD management to reduce hospitalizations and in turn reduce cost.
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Affiliation(s)
- Devashri Prabhudesai
- grid.410445.00000 0001 2188 0957Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI USA
| | - James Davis
- grid.410445.00000 0001 2188 0957Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI USA
| | - John J. Chen
- grid.410445.00000 0001 2188 0957Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI USA
| | - Eunjung Lim
- grid.410445.00000 0001 2188 0957Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI USA
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Wood SM, Yue M, Kotsis SV, Seyferth AV, Wang L, Chung KC. Preventable Hospitalization Trends Before and After the Affordable Care Act. AJPM FOCUS 2022; 1:100027. [PMID: 37791234 PMCID: PMC10546541 DOI: 10.1016/j.focus.2022.100027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Introduction The Patient Protection and Affordable Care Act aimed to increase the number of individuals with health insurance, which may lead to adequate primary care management and reduced rates of preventable hospitalizations. To investigate the rates of preventable hospitalization after the passing of the Affordable Care Act in 2010 and Medicaid expansion in 2014 across 26 states, a population-based study was conducted using the Healthcare Cost and Utilization Project National Inpatient Sample database from 2005-2017. Methods A logistic regression and trend analysis was performed to assess the changes in preventable hospitalization rates over time and the impact of policy changes on the rate of preventable hospitalization. Individuals were included if they were aged between 18 and 64 years and had a preventable quality indicator International Classification of Diseases, Ninth or Tenth Revision code as determined by the Agency for Healthcare Research and Quality. Results More than 45 million preventable-hospitalization admissions were reported between 2005 and 2017. There was a significant decrease in preventable hospitalization rates after the passing of the Affordable Care Act from 12.0% to 10.8% (p<0.01) and from 11.5% to 10.6% (p<0.01) after Medicaid expansion. Bacterial pneumonia declined from 1.5% to 0.6% (p<0.01), along with chronic obstructive pulmonary disease and asthma in older adults from 1.9% to 1.7% (p=0.01) after the expansion. Conclusions States that have not implemented Medicaid expansion should make it a priority because it may lead to a reduction in preventable hospitalization rates. Furthermore, preventable hospitalization rates may be considered a quality measure to examine the accessibility and effectiveness of primary care intervention.
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Affiliation(s)
- Shannon M. Wood
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor, Michigan
| | - Molin Yue
- University of Pittsburg, Pittsburg, Pennsylvania
| | - Sandra V. Kotsis
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor, Michigan
| | - Anne V. Seyferth
- Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor, Michigan
| | - Lu Wang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Kevin C. Chung
- Section of Plastic Surgery, Department of Surgery, Assistant Dean for Faculty Affairs, University of Michigan Medical School, Ann Arbor, Michigan
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Twersky SE, Davey A. National Hospitalization Trends and the Role of Preventable Hospitalizations among Centenarians in the United States (2000-2009). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:795. [PMID: 35055617 PMCID: PMC8775492 DOI: 10.3390/ijerph19020795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 01/06/2022] [Accepted: 01/07/2022] [Indexed: 12/10/2022]
Abstract
Increases in life expectancy mean that an unprecedented number of individuals are reaching centenarian status, often with complex health concerns. We analyzed nationally representative hospital admissions data (200-2009) from the National Inpatient Study (NIS) for 52,618 centenarians (aged 100-115 years, mean age 101.4). We predicted length of stay (LOS) via negative binomial models and total inflation adjusted costs via fixed effects regression analysis informed by descriptive data. We also identified hospitalizations due to ambulatory care-sensitive conditions defined by AHRQ Prevention Quality Indicators. Mean LOS decreased from 6.1 to 5.1 days, while over the same time period the mean total adjusted charges rose from USD 13,373 to USD 25,026 in 2009 dollars. Black, Hispanic, Asian, or other race centenarians had higher cost stays compared to White, but only Black and Hispanic centenarians had significantly greater mean length of stay. Comorbidities predicted greater length of stay and higher costs. Centenarians admitted on weekends had higher costs but shorter length of stay. In total, 29.4% of total costs were due to potentially preventable hospitalizations for total charges (2000-2009) of USD 341.8M in 2009 dollars. Centenarian hospitalizations cost significantly more than hospitalization for any other group of elderly in the U.S.
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Affiliation(s)
- Sylvia E. Twersky
- Department of Public Health, The College of New Jersey, Ewing, NJ 08628, USA
| | - Adam Davey
- Department of Behavioral Health and Nutrition, University of Delaware, Newark, DE 19716, USA;
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