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Edwards A, Monroe R, Amram O, Kumar A. Distance to endoscopy services amplifies racial inequities in colorectal cancer mortality in Washington state. Am J Surg 2024; 235:115732. [PMID: 38670835 DOI: 10.1016/j.amjsurg.2024.04.003] [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: 11/27/2023] [Revised: 03/12/2024] [Accepted: 04/02/2024] [Indexed: 04/28/2024]
Abstract
BACKGROUND This study evaluates relationships among race, access to endoscopy services, and colorectal cancer (CRC) mortality in Washington state (WA). METHODS We overlayed the locations of ambulatory endoscopy services with place of residence at time of death, using Department of Health data (2011-2018). We compared CRC mortality data within and outside a 10 km buffer from services. We used linear regression to assess the impact of distance and race on age at death while adjusting for gender and education level. RESULTS Age at death: median 72.9y vs. 68.2y for white vs. non-white (p < 0.001). The adjusted model showed that non-whites residing outside the buffer died 6.9y younger on average (p < 0.001). Non-whites residing inside the buffer died 5.2y younger on average (p < 0.001), and whites residing outside the buffer died 1.6y younger (p < 0.001). We used heatmaps to geolocate death density. CONCLUSIONS Results suggest that geographic access to endoscopy services disproportionately impacts non-whites in Washington. These data help identify communities which may benefit from improved access to alternative colorectal cancer screening methods.
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Affiliation(s)
- Ashley Edwards
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - Rachel Monroe
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA; Providence Hood River Family Medicine Residency Program, Hood River, OR, USA
| | - Ofer Amram
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA; Community Health and Spatial Epidemiology Lab, Washington State University, Spokane, WA, USA
| | - Anjali Kumar
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA.
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Bose S, McDermott KM, Keegan A, Black JH, Drudi LM, Lum YW, Zarkowsky DS, Hicks CW. Socioeconomic status fails to account for worse outcomes in non-Hispanic black patients undergoing carotid revascularization. J Vasc Surg 2023; 78:1248-1259.e1. [PMID: 37419427 PMCID: PMC10615195 DOI: 10.1016/j.jvs.2023.06.103] [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: 03/30/2023] [Revised: 06/08/2023] [Accepted: 06/28/2023] [Indexed: 07/09/2023]
Abstract
OBJECTIVE Previous studies have reported an association of Black race with worse carotid revascularization outcomes, but rarely include socioeconomic status as a confounding covariate. We aimed to assess the association of race and ethnicity with in-hospital and long-term outcomes following carotid revascularization before and after accounting for socioeconomic status. METHODS We identified non-Hispanic Black and non-Hispanic white patients who underwent carotid endarterectomy, transfemoral carotid stenting, or transcarotid artery revascularization between 2003 and 2022 in the Vascular Quality Initiative. Primary outcomes were in-hospital stroke/death and long-term stroke/death. Multivariable logistic regression and Cox proportional hazards models were used to assess the association of race with perioperative and long-term outcomes after adjusting for baseline characteristics using a sequential model approach without and with consideration of Area Deprivation Index (ADI), a validated composite marker of socioeconomic status. RESULTS Of 201,395 patients, 5.1% (n = 10,195) were non-Hispanic Black, and 94.9% (n = 191,200) were non-Hispanic white. Mean follow-up time was 3.4±0.01 years. A disproportionately high percentage of Black patients were living in more socioeconomically deprived neighborhoods relative to their white counterparts (67.5% vs 54.2%; P < .001). After adjusting for demographic, comorbidity, and disease characteristics, Black race was associated with greater odds of in-hospital (adjusted odds ratio [aOR], 1.24; 95% confidence interval [CI], 1.10-1.40) and long-term stroke/death (adjusted hazard ratio [aHR], 1.13; 95% CI, 1.04-1.23). These associations did not substantially change after additionally adjusting for ADI; Black race was persistently associated with greater odds of in-hospital (aOR, 1.23; 95% CI, 1.09-1.39) and long-term stroke/death (aHR, 1.12; 95% CI, 1.03-1.21). Patients living in the most deprived neighborhoods were at greater risk of long-term stroke/death compared with patients living in the least deprived neighborhoods (aHR, 1.19; 95% CI, 1.05-1.35). CONCLUSIONS Non-Hispanic Black race is associated with worse in-hospital and long-term outcomes following carotid revascularization despite accounting for neighborhood socioeconomic deprivation. There appears to be unrecognized gaps in care that prevent Black patients from experiencing equitable outcomes following carotid artery revascularization.
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Affiliation(s)
- Sanuja Bose
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Alana Keegan
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Surgery, Sinai Hospital of Baltimore, Baltimore, MD
| | - James H. Black
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Laura M. Drudi
- Division of Vascular Surgery, Department of Surgery, Centre Hospitalier de l’Université de Montréal, Montreal, Québec, Canada
| | - Ying-Wei Lum
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Caitlin W. Hicks
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
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Access to primary care physicians, race/ethnicity, and premature mortality: Analysis of 154,516 deaths in Washington State, United States. J Public Health (Oxf) 2023. [DOI: 10.1007/s10389-023-01823-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
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Yu D, Osuagwu UL, Pickering K, Baker J, Cutfield R, Wang Z, Cai Y, Orr-Walker BJ, Sundborn G, Zhao Z, Simmons D. Adverse Clinical Outcomes Attributable to Socioeconomic and Ethnic Disparities Among People with Type 2 Diabetes in New Zealand Between 1994-2018: A Multiple Linked Cohort Study. Clin Epidemiol 2023; 15:511-523. [PMID: 37153075 PMCID: PMC10162107 DOI: 10.2147/clep.s402307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 04/17/2023] [Indexed: 05/09/2023] Open
Abstract
Purpose The study aimed to examine the separate population-level contributions of the ethnic and socioeconomic disparities among people with type 2 diabetes mellitus (T2DM) and residence in New Zealand (NZ). Patients and Methods A prospective cohort enrolled T2DM patients from 01/01/1994 into the Diabetes Care Support Service, a primary care audit program in Auckland, NZ. The cohort was linked to national registry databases (socioeconomic status, pharmaceutical claim, hospitalization, and death registration). Each cohort member was followed up till death or the study end time (31/12/2019), whichever came first. Incident clinical events (stroke, myocardial infarction (MI), heart failure (HF), end-stage renal disease (ESRD), and premature mortality (PM)) were used as outcomes. The attributable fractions (AFs) were estimated for the whole population and for specific population with NZ Europeans (NZE) and/or least deprived population as reference, both unadjusted and with adjustment for covariables by Cox Regression models. Results Among 36,267 patients, adjusted population AFs indicated 6.6(-30.8-33.3)% of PM, 17.1(5.8-27.0)% of MI, 35.3(22.6-46.0)% of stroke, 14.3(3.2-24.2)% of HF, and 15.9(6.7-24.2)% of ESRD could be attributed to deprivation; while 14.3(3.3-25.4)% of PM, -3.3(-8.3-1.5)% of MI, -0.5(-6.7-5.3)% of stroke, 4.7(0.3-8.8)% of HF, 13.3(9.9-16.6)% of ESRD could be attributed to ethnicity. Deprivation contributed a significant AF to stroke, while ethnicity was important for ESRD. Gradient of AF for deprivation indicated NZE and Asians were most affected by deprivation across outcomes. Conversely, Māori, with the highest AFs for ethnicity of PM and ESRD, were unaffected by deprivation. At same deprivations, the AFs of MI and stroke were greatest among NZE compared with other ethnic groups; the AF of ESRD was greatest among Māori and Pasifika. Conclusion Both socioeconomic deprivation and ethnicity are strongly associated with outcomes in patients with T2DM in NZ, although the extent of the deprivation gradient is greatest among NZE and Asians, and least among Māori.
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Affiliation(s)
- Dahai Yu
- Department of Nephrology, The First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, UK
| | - Uchechukwu Levi Osuagwu
- Translational Health Research Institute (THRI), Western Sydney University, Sydney, NSW, Australia
- School of Medicine, Western Sydney University, Sydney, NSW, Australia
| | | | - John Baker
- Diabetes Foundation Aotearoa, Auckland, New Zealand
- Department of Diabetes and Endocrinology, Counties Manukau Health, Auckland, New Zealand
| | - Richard Cutfield
- Diabetes Foundation Aotearoa, Auckland, New Zealand
- Department of Diabetes and Endocrinology, Waitemata District Health Board, Auckland, New Zealand
| | - Zheng Wang
- Department of Nephrology, The First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - Yamei Cai
- Department of Nephrology, The First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - Brandon J Orr-Walker
- Diabetes Foundation Aotearoa, Auckland, New Zealand
- Department of Diabetes and Endocrinology, Counties Manukau Health, Auckland, New Zealand
| | - Gerhard Sundborn
- Section of Pacific Health, The University of Auckland, Auckland, New Zealand
| | - Zhanzheng Zhao
- Department of Nephrology, The First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - David Simmons
- Department of Nephrology, The First Affiliated Hospital, Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
- Translational Health Research Institute (THRI), Western Sydney University, Sydney, NSW, Australia
- School of Medicine, Western Sydney University, Sydney, NSW, Australia
- Correspondence: David Simmons; Zhanzheng Zhao, Department of Nephrology, The First Affiliated Hospital Zhengzhou University, Zhengzhou, 450052, People’s Republic of China, Tel +61 2 4620 3899; +86 139 3852 5666, Fax +61 2 4620 3890; +86 371 6698 8753, Email ;
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Amiri S, Greer MD, Muller CJ, Johansson P, Petras A, Allick CC, London SM, Abbey MC, Halasz LM, Buchwald DS. Disparities in Access to Radiation Therapy by Race and Ethnicity in the United States With Focus on American Indian/Alaska Native People. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2022; 25:1929-1938. [PMID: 35525833 DOI: 10.1016/j.jval.2022.03.025] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 02/24/2022] [Accepted: 03/29/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVES Striking disparities in access to radiation therapy (RT) exist, especially among racial and ethnic-minority patients. We analyzed census block group data to evaluate differences in travel distance to RT as a function of race and ethnicity, socioeconomic status, and rurality. METHODS The Directory of Radiotherapy Centers provided the addresses of facilities containing linear accelerators for RT. We classified block groups as majority (≥ 50%) American Indian/Alaska Native (AI/AN), black, white, Asian, no single racial majority, or Hispanic regardless of race. We used the Area Deprivation Index to classify deprivation and Rural-Urban Commuting Area codes to classify rurality. Generalized linear mixed models tested associations between these factors and distance to nearest RT facility. RESULTS Median distance to nearest RT facility was 72 miles in AI/AN-majority block groups, but 4 to 7 miles in block groups with non-AI/AN majorities. Multivariable models estimated that travel distances in AI/AN-majority block groups were 39 to 41 miles longer than in areas with non-AI/AN majorities. Travel distance was 1.3 miles longer in the more deprived areas versus less deprived areas and 16 to 32 miles longer in micropolitan, small town, and rural areas versus metropolitan areas. CONCLUSIONS Cancer patients in block groups with AI/AN-majority populations, nonmetropolitan location, and low socioeconomic status experience substantial travel disparities in access to RT. Future research with more granular community- and individual-level data should explore the many other known barriers to access to cancer care and their relationship to the barriers posed by distance to RT care.
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Affiliation(s)
- Solmaz Amiri
- Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Seattle, WA, USA.
| | - Matthew D Greer
- Department of Radiation Oncology, University of Washington, Seattle, WA, USA
| | - Clemma J Muller
- Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Seattle, WA, USA
| | - Patrik Johansson
- Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Seattle, WA, USA
| | - Anthippy Petras
- Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Seattle, WA, USA
| | - Cole C Allick
- Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Seattle, WA, USA
| | - Sara M London
- Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Seattle, WA, USA
| | - Morgan C Abbey
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, USA
| | - Lia M Halasz
- Department of Radiation Oncology, University of Washington, Seattle, WA, USA
| | - Dedra S Buchwald
- Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Seattle, WA, USA
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Amiri S, Stanley SL, Denney JT, Buchwald D. Disparities in years of potential life lost among racial and ethnic groups in Washington state. Arch Public Health 2022; 80:211. [PMID: 36131350 PMCID: PMC9491249 DOI: 10.1186/s13690-022-00969-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 09/07/2022] [Indexed: 11/10/2022] Open
Abstract
Background The disproportionate mortality burden racial and ethnic groups endure compared to their non-Hispanic white (NHW) counterparts is a widely known public health issue in the United States. Methods We examined disparities in premature mortality through a measure of years of potential life lost (YPLL) among racial and ethnic groups after accounting for individual and place-based risk factors. Data were nearly 400,000 geocoded death records from Washington state mortality records from 2011 to 2018. Decedent records included information on marital status and educational attainment at time of death. We linked these records to census tract indicators of rurality and area deprivation based on residential longitude and latitude coordinates at time of death. We conducted censored Poisson regression to test adjusted associations between racial and ethnic identity and YPLL. Results Relative to non-Hispanic whites, non-Hispanic blacks, American Indian and Alaska Natives, Asian or other Pacific Islanders, multiracial, and Hispanic decedents had significantly higher rates of YPLL. Controlling for sociodemographic factors reduced but did not eliminate the disparities in YPLL between non-Hispanic whites and other racial and ethnic groups. Controlling for place-based risk factors did not further attenuate differences. Conclusions Racial and ethnic minorities suffer disproportionately from premature mortality. Researchers and policy makers must recognize the disproportionate risks to premature mortality and work together to alleviate them through the delivery of better and more accessible targeted services.
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Greer MD, Amiri S, Denney JT, Amram O, Halasz LM, Buchwald D. Disparities in Access to Radiation Therapy Facilities Among American Indians/Alaska Natives and Hispanics in Washington State. Int J Radiat Oncol Biol Phys 2022; 112:285-293. [PMID: 34715256 DOI: 10.1016/j.ijrobp.2021.08.038] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 07/29/2021] [Accepted: 08/25/2021] [Indexed: 11/18/2022]
Abstract
PURPOSE Racial and ethnic minorities in the state of Washington experience higher cancer mortality relative to whites. We sought to characterize differences in travel distance to radiation therapy (RT) facilities in Washington by race and ethnicity with a special focus on non-Hispanic American Indians and Alaska Natives as a contributor to limited access and cancer disparities. METHODS AND MATERIALS Geocoded mortality data from Washington Department of Health (2011-2018) were used to identify decedents with mortality related to all-causes, all cancers, and cancers likely requiring access to RT. This was determined from optimal RT usage estimates by diagnosis. RT facility locations were ascertained from the Directory of Radiation Therapy Centers and confirmed. Distance from decedents' address listed on death certificates to nearest RT facility was calculated. Generalized mixed models were used for statistical analysis. RESULTS We identified 418,754 deaths; 109,134 were cancer-related, 60,973 likely required RT. Among decedents with cancers likely requiring RT, non-Hispanic American Indians and Alaska Natives decedents would have had to travel 1.16 times (95% confidence interval [CI], 1.09-1.24) farther from their residences to reach the nearest treatment facility compared with non-Hispanic whites. This association existed in metro counties but was more pronounced in nonmetro counties (1.39 times farther; 95% CI, 1.22-1.58). In addition, Hispanics would have had to travel 1.11 times farther (95% CI, 1.06-1.16) to reach the nearest facility compared with non-Hispanic whites, primarily due to differences in urban counties. Decedents in nonmetro counties lived on average 35 miles (SD = 29) from RT centers and non-Hispanic American Indians and Alaska Natives in nonmetro counties 53 miles (SD = 38). Compared with non-Hispanic white decedents, those who were non-Hispanic black, non-Hispanic Asian, and non-Hispanic Native Hawaiian decedents lived closer to RT facilities. CONCLUSIONS We observed significant disparities in access to RT facilities in Washington, specifically for non-Hispanic American Indians and Alaska Natives and rural decedents. The findings call for initiatives to improve access to critical cancer treatment services for these underserved populations with known disparities in cancer deaths.
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Affiliation(s)
- Matthew D Greer
- Department of Radiation Oncology, University of Washington, Seattle, Washington.
| | - Solmaz Amiri
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, Washington; Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Seattle, Washington
| | - Justin T Denney
- Department of Sociology, Washington State University, Pullman, Washington
| | - Ofer Amram
- Department of Nutrition and Exercise Physiology, Elson S. Floyd College of Medicine, Washington State University, Spokane, Washington
| | - Lia M Halasz
- Department of Radiation Oncology, University of Washington, Seattle, Washington
| | - Dedra Buchwald
- Institute for Research and Education to Advance Community Health, Elson S. Floyd College of Medicine, Washington State University, Seattle, Washington
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