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Liang X, Zhu Z, Faraj K, Shahinian VB, Hollenbeck BK, Herrel LA. Quality of care for dual eligible beneficiaries in the oncology care model. Cancer Med 2024; 13:e70009. [PMID: 39030893 PMCID: PMC11258196 DOI: 10.1002/cam4.70009] [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: 12/31/2023] [Revised: 05/22/2024] [Accepted: 06/24/2024] [Indexed: 07/22/2024] Open
Abstract
INTRODUCTION Dual eligible beneficiaries are a vulnerable population who often experience inferior access to care and outcomes compared to non-dual eligible beneficiaries. The Oncology Care Model (OCM) is an alternative payment model that aims to improve coordination and quality of care in beneficiaries receiving chemotherapy and thus may improve care for dual eligible beneficiaries with cancer. METHODS We used 100% Medicare claims data from 2014 through 2019 and included beneficiaries with bladder, breast, esophageal, colorectal, kidney, lung, pancreatic, or prostate cancer receiving chemotherapy. We constructed multivariable difference-in-differences regression models to evaluate the effect of OCM participation on healthcare utilization and quality of care at the end-of-life among dual eligible beneficiaries. We also compared healthcare utilization and quality of care outcomes to non-dual eligible beneficiaries. RESULTS We identified 3,043,944 episodes of care among 1,260,892 unique Medicare beneficiaries. Ten percent of all beneficiaries (n = 126,758) were dual eligible and 64,087 (22%) of episodes among dual eligible patients were in an OCM participating practice. We noted no effect of OCM participation on healthcare utilization or end-of-life quality of care for dual eligible beneficiaries. However, we observed higher rates of hospitalization, emergency department visits, intensive care unit stays, and a lower number of office visits among dual eligible beneficiaries compared to non-dual eligible beneficiaries. CONCLUSIONS Participation in OCM was not associated with improvements in quality of care or healthcare utilization for dual eligible beneficiaries. Dual eligible beneficiaries experience lower quality of care across several measures compared to non-dual eligible beneficiaries. Focused policies and incentives may be necessary to address disparities within emerging health reforms.
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Affiliation(s)
- Xinyu Liang
- Ross School of BusinessUniversity of MichiganAnn ArborMichiganUSA
| | - Ziwei Zhu
- Department of UrologyUniversity of MichiganAnn ArborMichiganUSA
- Institute for Healthcare Policy and Innovation, University of MichiganAnn ArborMichiganUSA
| | - Kassem Faraj
- Department of UrologyUniversity of MichiganAnn ArborMichiganUSA
- Institute for Healthcare Policy and Innovation, University of MichiganAnn ArborMichiganUSA
| | - Vahakn B. Shahinian
- Department of UrologyUniversity of MichiganAnn ArborMichiganUSA
- Institute for Healthcare Policy and Innovation, University of MichiganAnn ArborMichiganUSA
| | - Brent K. Hollenbeck
- Department of UrologyUniversity of MichiganAnn ArborMichiganUSA
- Institute for Healthcare Policy and Innovation, University of MichiganAnn ArborMichiganUSA
| | - Lindsey A. Herrel
- Department of UrologyUniversity of MichiganAnn ArborMichiganUSA
- Institute for Healthcare Policy and Innovation, University of MichiganAnn ArborMichiganUSA
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Thereaux J, Badic B, Fuchs B, Caillard A, Geier M, Lacut K, Couturaud F, Metges JP. Nationwide Audit of Postoperative Mortality and Complications After Digestive Cancer Surgery: Will New Legal Thresholds be Sufficient? Ann Surg Oncol 2024; 31:3984-3994. [PMID: 38485867 DOI: 10.1245/s10434-024-15086-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 02/08/2024] [Indexed: 05/09/2024]
Abstract
BACKGROUND French policymakers recently chose to regulate high-risk digestive cancer surgery (DCS). A minimum of five cases per year should be performed for each of the following types of curative cancer surgery: esophagus/esogastric junction (ECS), stomach (GCS), liver (LCS, metastasis included), pancreas (PCS), and rectum (RCS). This study aimed to evaluate the hypothetical beneficial effects of the new legal minimal volume thresholds on the rates of 90-day postoperative mortality (90POM) for each high-risk DCS. METHODS This nationwide observational population-based cohort study used data extracted from the French National Health Insurance Database from 1 January 2015-31 December 2017. Mixed-effects logistic regression models were performed to estimate the independent effect of hospital volume. RESULTS During the study period, 61,169 patients (57.1 % male, age 69.7 ±12.2 years) underwent high-risk DCS including ECS (n = 4060), GCS (n = 5572), PCS (n = 8598), LCS (n = 10,988), and RCS (n = 31,951), with 90POM of 6.6 %, 6.9 %, 6.0 %, 5.2 %, and 2.9 %, respectively. For hospitals fulfilling the new criteria, 90POM was lower after adjustment only for LCS (odds ratio [OR],15.2; 95 % confidence interval [CI], 9.5-23.2) vs OR, 7.6; 95 % CI, 5.2-11.0; p < 0.0001) and PCS (OR, 3.6; 95 % CI, 1.7-7.6 vs OR, 2.1; 95 % CI, 1.0-4.4; p<0.0001). With higher thresholds, all DCSs showed a lower adjusted risk of 90POM (e.g., OR, 0.38; 95 % CI, 0.28-0.51) for PCS of 40 or higher. CONCLUSION Based on retrospective data, thresholds higher than those promulgated would better improve the safety of high-risk DCS. New policies aiming to further centralize high-risk DCS should be considered, associated with a clear clinical pathway of care for patients to improve accessibility to complex health care in France.
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Affiliation(s)
- Jérémie Thereaux
- Western Brittany Thrombosis Study Group - UMR1304, University of Bretagne Occidentale, Western Brittany University, Brest, France.
- Department of General, Digestive and Metabolic Surgery, La Cavale Blanche University Hospital, Brest, France.
| | - Bogdan Badic
- Department of General, Digestive and Metabolic Surgery, La Cavale Blanche University Hospital, Brest, France
- University of Bretagne Occidentale, Western Brittany University, Brest, France
| | - Basile Fuchs
- Department of Medical Information, La Cavale Blanche University Hospital, Brest, France
| | - Anais Caillard
- Department of Anesthesia and Intensive Care, La Cavale Blanche and Morvan University Hospitals, Brest, France
| | - Margaux Geier
- Department of Oncology, Morvan University Hospital, Brest, France
| | - Karin Lacut
- Western Brittany Thrombosis Study Group - UMR1304, University of Bretagne Occidentale, Western Brittany University, Brest, France
- Department of Internal Medicine, Vascular Medicine and Pneumology, La Cavale Blanche University Hospital, Brest, France
| | - Francis Couturaud
- Western Brittany Thrombosis Study Group - UMR1304, University of Bretagne Occidentale, Western Brittany University, Brest, France
- Department of Internal Medicine, Vascular Medicine and Pneumology, La Cavale Blanche University Hospital, Brest, France
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Schmidt S, Jacobs MA, Kim J, Hall DE, Stitzenberg KB, Kao LS, Brimhall BB, Wang CP, Manuel LS, Su HD, Silverstein JC, Shireman PK. Presentation Acuity and Surgical Outcomes for Patients With Health Insurance Living in Highly Deprived Neighborhoods. JAMA Surg 2024; 159:411-419. [PMID: 38324306 PMCID: PMC10851138 DOI: 10.1001/jamasurg.2023.7468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Accepted: 10/14/2023] [Indexed: 02/08/2024]
Abstract
Importance Insurance coverage expansion has been proposed as a solution to improving health disparities, but insurance expansion alone may be insufficient to alleviate care access barriers. Objective To assess the association of Area Deprivation Index (ADI) with postsurgical textbook outcomes (TO) and presentation acuity for individuals with private insurance or Medicare. Design, Setting, and Participants This cohort study used data from the National Surgical Quality Improvement Program (2013-2019) merged with electronic health record data from 3 academic health care systems. Data were analyzed from June 2022 to August 2023. Exposure Living in a neighborhood with an ADI greater than 85. Main Outcomes and Measures TO, defined as absence of unplanned reoperations, Clavien-Dindo grade 4 complications, mortality, emergency department visits/observation stays, and readmissions, and presentation acuity, defined as having preoperative acute serious conditions (PASC) and urgent or emergent cases. Results Among a cohort of 29 924 patients, the mean (SD) age was 60.6 (15.6) years; 16 424 (54.9%) were female, and 13 500 (45.1) were male. A total of 14 306 patients had private insurance and 15 618 had Medicare. Patients in highly deprived neighborhoods (5536 patients [18.5%]), with an ADI greater than 85, had lower/worse odds of TO in both the private insurance group (adjusted odds ratio [aOR], 0.87; 95% CI, 0.76-0.99; P = .04) and Medicare group (aOR, 0.90; 95% CI, 0.82-1.00; P = .04) and higher odds of PASC and urgent or emergent cases. The association of ADIs greater than 85 with TO lost significance after adjusting for PASC and urgent/emergent cases. Differences in the probability of TO between the lowest-risk (ADI ≤85, no PASC, and elective surgery) and highest-risk (ADI >85, PASC, and urgent/emergent surgery) scenarios stratified by frailty were highest for very frail patients (Risk Analysis Index ≥40) with differences of 40.2% and 43.1% for those with private insurance and Medicare, respectively. Conclusions and Relevance This study found that patients living in highly deprived neighborhoods had lower/worse odds of TO and higher presentation acuity despite having private insurance or Medicare. These findings suggest that insurance coverage expansion alone is insufficient to overcome health care disparities, possibly due to persistent barriers to preventive care and other complex causes of health inequities.
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Affiliation(s)
- Susanne Schmidt
- Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio
| | - Michael A. Jacobs
- Department of Surgery, University of Texas Health San Antonio, San Antonio
| | - Jeongsoo Kim
- Department of Surgery, University of Texas Health San Antonio, San Antonio
| | - Daniel E. Hall
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
- Geriatric Research Education and Clinical Center, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania
- Wolff Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | | | - Lillian S. Kao
- Department of Surgery, McGovern Medical School, The University of Texas Health Science Center at Houston
| | - Bradley B. Brimhall
- Department of Pathology and Laboratory Medicine, University of Texas Health San Antonio, San Antonio
- University Health, San Antonio, Texas
| | - Chen-Pin Wang
- Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio
| | - Laura S. Manuel
- Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio
- UT Health Physicians Business Intelligence and Data Analytics, University of Texas Health San Antonio, San Antonio
| | - Hoah-Der Su
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Jonathan C. Silverstein
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Paula K. Shireman
- Department of Surgery, University of Texas Health San Antonio, San Antonio
- University Health, San Antonio, Texas
- Department of Primary Care and Rural Medicine, School of Medicine, Texas A&M University, Bryan
- Department of Medical Physiology, School of Medicine, Texas A&M University, Bryan
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Blegen MB, Rook JM, Jackson NJ, Maggard-Gibbons M, Li R, Russell MM, Russell TA, de Virgilio C, Tsugawa Y. Changes in surgical mortality during COVID-19 pandemic by patients' race, ethnicity and socioeconomic status among US older adults: a quasi-experimental event study model. BMJ Open 2024; 14:e079825. [PMID: 38365289 PMCID: PMC10882376 DOI: 10.1136/bmjopen-2023-079825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/18/2024] Open
Abstract
OBJECTIVES To examine changes in the 30-day surgical mortality rate after common surgical procedures during the COVID-19 pandemic and investigate whether its impact varies by urgency of surgery or patient race, ethnicity and socioeconomic status. DESIGN We used a quasi-experimental event study design to examine the effect of the COVID-19 pandemic on surgical mortality rate, using patients who received the same procedure in the prepandemic years (2016-2019) as the control, adjusting for patient characteristics and hospital fixed effects (effectively comparing patients treated at the same hospital). We conducted stratified analyses by procedure urgency, patient race, ethnicity and socioeconomic status (dual-Medicaid status and median household income). SETTING Acute care hospitals in the USA. PARTICIPANTS Medicare fee-for-service beneficiaries aged 65-99 years who underwent one of 14 common surgical procedures from 1 January 2016 to 31 December 2020. MAIN OUTCOME MEASURES 30-day postoperative mortality rate. RESULTS Our sample included 3 620 689 patients. Surgical mortality was higher during the pandemic, with peak mortality observed in April 2020 (adjusted risk difference (aRD) +0.95 percentage points (pp); 95% CI +0.76 to +1.26 pp; p<0.001) and mortality remained elevated through 2020. The effect of the pandemic on mortality was larger for non-elective (vs elective) procedures (April 2020: aRD +0.44 pp (+0.16 to +0.72 pp); p=0.002 for elective; aRD +1.65 pp (+1.00, +2.30 pp); p<0.001 for non-elective). We found no evidence that the pandemic mortality varied by patients' race and ethnicity (p for interaction=0.29), or socioeconomic status (p for interaction=0.49). CONCLUSIONS 30-day surgical mortality during the COVID-19 pandemic peaked in April 2020 and remained elevated until the end of the year. The influence of the pandemic on surgical mortality did not vary by patient race and ethnicity or socioeconomic status, indicating that once patients were able to access care and undergo surgery, surgical mortality was similar across groups.
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Affiliation(s)
- Mariah B Blegen
- VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
- National Clinician Scholars Program, UCLA, Los Angeles, California, USA
| | - Jordan M Rook
- VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
- National Clinician Scholars Program, UCLA, Los Angeles, California, USA
| | - Nicholas J Jackson
- VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
| | - Melinda Maggard-Gibbons
- VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
| | - Ruixin Li
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
| | - Marcia M Russell
- VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
| | - Tara A Russell
- Department of Surgery, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
| | - Christian de Virgilio
- Department of Surgery, Los Angeles County Harbor-UCLA Medical Center, Torrance, California, USA
| | - Yusuke Tsugawa
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, California, USA
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California, USA
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Beltrán Ponce S, Gokun Y, Douglass F, Dawson L, Miller E, Thomas CR, Pitter K, Conteh L, Diaz DA. Disparities in outcomes and access to therapy options in hepatocellular carcinoma. J Natl Cancer Inst 2024; 116:264-274. [PMID: 37831897 DOI: 10.1093/jnci/djad213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 08/10/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) disproportionately impacts racial and ethnic minorities and patients with lower socioeconomic status. These social determinants of health (SDH) lead to disparities in access to care and outcomes. We aim to understand the relationship between SDH and survival and locoregional treatment options in HCC. METHODS Using the National Cancer Database, we evaluated survival and access locoregional treatments including non-transplant surgery, liver transplant (LT), and liver-directed radiation therapy (LDRT) in patients with HCC diagnosed between 2004 and 2017. Variables including clinical stage, age, sex, race, income, rurality, year of diagnosis, facility type (FT), Charlson-Deyo score (CD), and insurance were evaluated. Cox proportional hazards multivariable regression and dominance analyses were used for analyses. RESULTS In total, 140 340 patients were included. Worse survival was seen with advanced stage, older age, Black race, rurality, public insurance, treatment at a nonacademic center, and lower income. The top predictors for survival included stage, age, and income. Completion of non-transplant surgery was best predicted by stage, FT, and insurance type, whereas LT was predicted by age, year of diagnosis, and CD score. LDRT utilization was most associated with year of diagnosis, FT, and CD score. CONCLUSION For patients with HCC, survival was predicted primarily by stage, age, and income. The primary sociodemographic factors associated with access to surgical treatments, in addition to FT, were insurance and income, highlighting the financial burdens of health care. Work is needed to address disparities in access to care, including improved insurance access, addressing financial inequities and financial toxicities of treatments, and equalizing care opportunities in community centers.
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Affiliation(s)
- Sara Beltrán Ponce
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Yevgeniya Gokun
- Secondary Data Core, Center for Biostatistics, The Ohio State University Wexner School of Medicine, Columbus, OH, USA
| | | | - Laura Dawson
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - Eric Miller
- Department of Radiation Oncology, The Ohio State University Wexner School of Medicine, The James Cancer Center, Columbus, OH, USA
| | - Charles R Thomas
- Department of Radiation Oncology, Dartmouth Geisel School of Medicine, Hanover, NH, USA
| | - Kenneth Pitter
- Department of Radiation Oncology, The Ohio State University Wexner School of Medicine, The James Cancer Center, Columbus, OH, USA
| | - Lanla Conteh
- Division of Hepatology, Department of Gastroenterology, The Ohio State University Wexner School of Medicine, Columbus, OH, USA
| | - Dayssy A Diaz
- Department of Radiation Oncology, The Ohio State University Wexner School of Medicine, The James Cancer Center, Columbus, OH, USA
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Koroukian SM, Douglas SL, Vu L, Fein HL, Gairola R, Warner DF, Schiltz NK, Cullen J, Owusu C, Sajatovic M, Rose J. Aggressive end-of-life care across gradients of cognitive impairment in nursing home patients with metastatic cancer. J Am Geriatr Soc 2023; 71:3546-3553. [PMID: 37515440 PMCID: PMC10907987 DOI: 10.1111/jgs.18526] [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: 02/01/2023] [Revised: 06/13/2023] [Accepted: 06/24/2023] [Indexed: 07/30/2023]
Abstract
BACKGROUND Studies examining end-of-life (EOL) care in older cancer patients are scarce, and prior studies have not accounted for gradients of cognitive impairment (COG-I). We examine EOL care patterns across COG-I gradients, hypothesizing that greater COG-I severity is associated with lower odds of receiving aggressive EOL care. METHODS Using data from the linked Surveillance Epidemiology and End Results (SEER) -Medicare -Minimum Data Set (MDS) 3.0, we identified patients with nursing facility stays (NFS) and who died with metastatic cancer from 2013 to 2017. Markers of aggressive EOL care were: cancer-directed treatment, intensive care unit admission, >1 emergency department visit, or >1 hospitalization in the last 30 days of life, hospice enrollment in the last 3 days of life, and in-hospital death. In addition to descriptive analysis, we conducted multivariable logistic regression analysis to evaluate the independent association between COG-I severity and receipt of aggressive EOL care. RESULTS Of the 40,833 patients in our study population, 49.2% were cognitively intact; 24.4% had mild COG-I; 19.7% had moderate COG-I; and 6.7% had severe COG-I. The percent of patients who received aggressive EOL care was 62.6% and 74.2% among those who were cognitively intact and those with severe COG-I, respectively. Compared with cognitively intact patients, those with severe COG-I had 86% higher odds of receiving any type of aggressive EOL care (adjusted odds ratio (aOR): 1.86 (95% confidence interval: 1.70-2.04)), which were primarily associated with higher odds of in-hospital death. The odds of in-hospital death associated with severe COG-I were higher among those with short- than with long-term stays (aOR:2.58 (2.35-2.84) and aOR:1.40 (1.17-1.67), respectively). CONCLUSIONS Contrary to our hypothesis, aggressive EOL care in older metastatic cancer patients with NFS was highest among those suffering severe COG-I. These findings can inform the development of interventions to help reduce aggressive EOL care in this patient population.
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Affiliation(s)
- Siran M. Koroukian
- Department of Population and Quantitative Health Sciences,
Case Western Reserve University School of Medicine, Cleveland, OH
- Case Comprehensive Cancer Center, Case Western Reserve
University School of Medicine, Cleveland, OH
| | - Sara L. Douglas
- Case Comprehensive Cancer Center, Case Western Reserve
University School of Medicine, Cleveland, OH
- Frances Payne Bolton School of Nursing, Case Western
Reserve University, Cleveland, OH
| | - Long Vu
- Department of Population and Quantitative Health Sciences,
Case Western Reserve University School of Medicine, Cleveland, OH
| | - Hannah L. Fein
- Department of Population and Quantitative Health Sciences,
Case Western Reserve University School of Medicine, Cleveland, OH
| | - Richa Gairola
- Department of Epidemiology, School of Public Health, Brown
University, Providence, RI; she was at Case Western Reserve University at the time
this study was conducted
| | - David F. Warner
- Department of Sociology, University of Alabama at
Birmingham, Birmingham, AL
- Center for Family & Demographic Research, Bowling Green
State University, Bowling Green, OH
| | - Nicholas K. Schiltz
- Frances Payne Bolton School of Nursing, Case Western
Reserve University, Cleveland, OH
| | - Jennifer Cullen
- Department of Population and Quantitative Health Sciences,
Case Western Reserve University School of Medicine, Cleveland, OH
- Case Comprehensive Cancer Center, Case Western Reserve
University School of Medicine, Cleveland, OH
| | - Cynthia Owusu
- Case Comprehensive Cancer Center, Case Western Reserve
University School of Medicine, Cleveland, OH
- Department of Internal Medicine, University Hospitals
Cleveland Medical Center, Cleveland, OH
| | - Martha Sajatovic
- Department of Neurology, University Hospitals Cleveland
Medical Center, Cleveland, OH
| | - Johnie Rose
- Department of Population and Quantitative Health Sciences,
Case Western Reserve University School of Medicine, Cleveland, OH
- Case Comprehensive Cancer Center, Case Western Reserve
University School of Medicine, Cleveland, OH
- Center for Community Health Integration, School of
Medicine, Case Western Reserve University, Cleveland, OH
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Bonner SN, Nuliyalu U, Dualeh SHA, Dimick JB, Nathan H. The combined effect of race, dual-eligibility and neighborhood deprivation on medicare spending after cancer surgery. Am J Surg 2023; 226:424-429. [PMID: 37286455 DOI: 10.1016/j.amjsurg.2023.05.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/06/2023] [Accepted: 05/19/2023] [Indexed: 06/09/2023]
Abstract
INTRODUCTION Disparities in clinical outcomes following high-risk cancer operations are well documented, but, whether these disparities contribute to higher Medicare spending is unknown. METHODS Using 100% Medicare claims, White and Black beneficiaries undergoing complex cancer surgery between 2016 and 2018 with dual eligibility status and census tract Area Deprivation Index score were included. Linear regression was used to assess the association of race, dual-eligibility, and neighborhood deprivation on Medicare payments. RESULT Overall, 98,725 White(93.5%) and 6900 Black(6.5%) patients were included. Black beneficiaries were more likely to live in the most deprived neighborhoods(33.4% vs. 13.6%; P < 0.001) and be dual-eligible(26.6% vs. 8.5%; P < 0.001) compared to White beneficiares. Overall, Medicare spending was higher for Black compared to White patients($27,291 vs. 26,465; P < 0.001). Notably, when comparing Black dual-eligible patients living in the most deprived neighborhoods to White non-dual eligible patients living in the least deprived spending($29,507 vs. $25,596; abs diff $3911; P < 0.001). CONCLUSION In this study, Medicare spending was significantly higher for Black patients undergoing complex cancer operations compared to White patients due to higher index hospitalization and post-discharge care payments.
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Affiliation(s)
- Sidra N Bonner
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA; Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA; National Clinician Scholars Program, University of Michigan, Ann Arbor, MI, USA.
| | - Usha Nuliyalu
- Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
| | - Shukri H A Dualeh
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA; Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
| | - Justin B Dimick
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA; Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
| | - Hari Nathan
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA; Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
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Tong JKC, Mascuilli T, Wirtalla C, Aarons CB, Saur NM, Mahmoud NN, Kelz RR. Exploring ethnic differences in post-discharge patterns of surgical care for older adults admitted with diverticulitis. Colorectal Dis 2023; 25:1006-1013. [PMID: 36655392 PMCID: PMC10257996 DOI: 10.1111/codi.16484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 12/11/2022] [Accepted: 01/05/2023] [Indexed: 01/20/2023]
Abstract
AIM We aimed to evaluate ethnic differences in patterns of care following an index nonoperative admission for acute diverticulitis amongst a universally insured patient cohort. METHODS We identified nationwide Medicare beneficiaries aged 65.5 years or older hospitalized between 1 July 2015 and 1 November 2017 for nonoperative management of an index admission for diverticulitis. Patients were followed for 1 year to examine patterns of care. Primary categorical outcomes included receipt of an elective operation, emergency operation, nonoperative readmission or no further hospitalizations for diverticulitis. Multinomial regression was performed to determine the association between ethnicity and receipt of each primary outcome category whilst adjusting for potential confounders. We examined the use of percutaneous drainage during the index admission to better understand its association with subsequent care patterns. RESULTS Amongst 22 630 study patients, subsequent operative treatment was less common for Black, Hispanic, Asian and American Indian patients relative to White patients. Multinomial logistic regression noted that Black (relative risk 0.40; 95% CI 0.32-0.50) and Asian (relative risk 0.37; 95% CI 0.15-0.91) patients were associated with the lowest relative risk of undergoing an elective interval operation compared to White patients. Black patients were also associated with a 1.43 (95% CI 1.19-1.73) increased risk of requiring subsequent nonoperative readmissions for disease recurrence compared to White patients. The use of percutaneous drainage was higher amongst White patients relative to Black patients (6.9% vs. 4.0%, P value < 0.001). CONCLUSION We have identified ongoing inequities in the consumption of medical resources, with White patients being more likely to undergo elective colectomy and percutaneous drainage. Differences in care are not fully alleviated by equal access to insurance.
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Affiliation(s)
- Jason K C Tong
- Department of Surgery, Center for Surgery and Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- National Clinicians Scholars Veterans Affairs Fellow, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Tory Mascuilli
- Department of Surgery, Center for Surgery and Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Christopher Wirtalla
- Department of Surgery, Center for Surgery and Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Cary B Aarons
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Surgery, Division of Colon and Rectal Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nicole M Saur
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Surgery, Division of Colon and Rectal Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Najjia N Mahmoud
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Surgery, Division of Colon and Rectal Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rachel R Kelz
- Department of Surgery, Center for Surgery and Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Jacobs MA, Tetley JC, Kim J, Schmidt S, Brimhall BB, Mika V, Wang CP, Manuel LS, Damien P, Shireman PK. Association of Cumulative Colorectal Surgery Hospital Costs, Readmissions, and Emergency Department/Observation Stays with Insurance Type. J Gastrointest Surg 2023; 27:965-979. [PMID: 36690878 PMCID: PMC10133377 DOI: 10.1007/s11605-022-05576-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Accepted: 12/17/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND/PURPOSE Medicare's Hospital Readmission Reduction Program disproportionately penalizes safety-net hospitals (SNH) caring for vulnerable populations. This study assessed the association of insurance type with 30-day emergency department visits/observation stays (EDOS), readmissions, and cumulative costs in colorectal surgery patients. METHODS Retrospective inpatient cohort study using the National Surgical Quality Improvement Program (2013-2019) with cost data in a SNH. The odds of EDOS and readmissions and cumulative variable (index hospitalization and all 30-day EDOS and readmissions) costs were modeled adjusting for frailty, case status, presence of a stoma, and open versus laparoscopic surgery. RESULTS The cohort had 245 private, 195 Medicare, and 590 Medicaid/uninsured cases, with a mean age 55.0 years (SD = 13.3) and 52.9% of the cases were performed on male patients. Most cases were open surgeries (58.7%). Complication rates were 41.8%, EDOS 12.0%, and readmissions 20.1%. Medicaid/uninsured had increased odds of urgent/emergent surgeries (aOR = 2.15, CI = 1.56-2.98, p < 0.001) and complications (aOR = 1.43, CI = 1.02-2.03, p = 0.042) versus private patients. Medicaid/uninsured versus private patients had higher EDOS (16.6% versus 4.1%) and readmissions (22.9% versus 14.3%) rates and higher odds of EDOS (aOR = 4.81, CI = 2.57-10.06, p < 0.001), and readmissions (aOR = 1.62, CI = 1.07-2.50, p = 0.025), while Medicare patients had similar odds versus private. Cumulative variable cost %change was increased for Medicare and Medicaid/uninsured, but Medicaid/uninsured was similar to private after adjusting for urgent/emergent cases. CONCLUSIONS Increased urgent/emergent cases in Medicaid/uninsured populations drive increased complications odds and higher costs compared to private patients, suggesting lack of access to outpatient care. SNH care for higher cost populations, receive lower reimbursements, and are penalized by value-based programs. Increasing healthcare access for Medicaid/uninsured patients could reduce urgent/emergent surgeries, resulting in fewer complications, EDOS/readmissions, and costs.
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Affiliation(s)
- Michael A Jacobs
- Department of Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Jasmine C Tetley
- Department of Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Jeongsoo Kim
- Department of Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Susanne Schmidt
- Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Bradley B Brimhall
- Department of Pathology and Laboratory Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
- University Health, San Antonio, TX, USA
| | | | - Chen-Pin Wang
- Department of Population Health Sciences, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Laura S Manuel
- Business Intelligence and Data Analytics, University of Texas Health Physicians, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Paul Damien
- Department of Information, Risk, and Operations Management, School of Business, University of Texas, Red McCombs, Austin, TX, USA
| | - Paula K Shireman
- Department of Surgery, University of Texas Health San Antonio, San Antonio, TX, USA.
- University Health, San Antonio, TX, USA.
- Departments of Primary Care & Rural Medicine and Medical Physiology, School of Medicine, Texas A&M Health, Bryan, TX, USA.
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Affiliation(s)
- Adrian Diaz
- Department of Surgery, James Comprehensive Cancer Center, The Ohio State University Wexner Medical Center, Columbus, OH
| | - Timothy M Pawlik
- Department of Surgery, James Comprehensive Cancer Center, The Ohio State University Wexner Medical Center, Columbus, OH.
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