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Varilek BM, Mollman S. Healthcare professionals' perspectives of barriers to cancer care delivery for American Indian, rural, and frontier populations. PEC INNOVATION 2024; 4:100247. [PMID: 38225930 PMCID: PMC10788248 DOI: 10.1016/j.pecinn.2023.100247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 12/06/2023] [Accepted: 12/12/2023] [Indexed: 01/17/2024]
Abstract
Objective This descriptive qualitative study sought to understand the barriers affecting cancer care delivery from the perspective of healthcare professionals (HCPs) serving American Indian (AI), rural, and frontier populations. Methods One-on-one, semi-structured interviews with multidisciplinary HCPs (N = 18) who provide cancer care to AI, rural, and frontier populations were conducted between January and April 2022. Interviews were conducted via Zoom. Data were analyzed following thematic content analysis methodologies. Results Thematic content analysis revealed three major themes: (a) Access, (b) Time, and (c) Isolation. The themes represent the HCP perspectives of the needs and barriers of persons with cancer to whom they provide cancer care. Furthermore, these themes also reflect the barriers HCPs experience while providing cancer care to AI, rural and frontier populations. Conclusions This study provides preliminary evidence for the need and strong multidisciplinary support for an early palliative care intervention in rural and frontier South Dakota (SD). This intervention could support the needs of persons with advanced cancer as well as the HCPs delivering cancer care in rural settings. Innovation This study is the initial step to develop the first culturally responsive, nurse-led, early palliative care intervention for AI, rural, and frontier persons with advanced cancer in SD.
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Affiliation(s)
- Brandon M. Varilek
- South Dakota State University, College of Nursing, 2300 North Career Ave, Suite 260, Sioux Falls, SD 57107, USA
| | - Sarah Mollman
- South Dakota State University, College of Nursing – Office of Nursing Research, 1011 11 St, Rapid City, SD 57701, USA
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Bai J, Barandouzi ZA, Yeager KA, Graetz I, Gong C, Norman M, Hankins J, Paul S, Torres MA, Bruner DW. Analysis of travel burden and travel support among patients treated at a comprehensive cancer center in the Southeastern United States. Support Care Cancer 2024; 32:451. [PMID: 38907006 DOI: 10.1007/s00520-024-08656-3] [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: 12/03/2023] [Accepted: 06/13/2024] [Indexed: 06/23/2024]
Abstract
INTRODUCTION Travel burden leads to worse cancer outcomes. Understanding travel burden and the level and types of travel support provided at large cancer centers is critical for developing systematic programs to alleviate travel burden. This study analyzed patients who received travel assistance, including their travel burden, types and amount of travel support received, and factors that influenced these outcomes. METHODS We analyzed 1063 patients who received travel support from 1/1/2021 to 5/1/2023 at Winship Cancer Institute, in which ~18,000 patients received cancer care annually. Travel burden was measured using distance and time to Winship sites from patients' residential address. Travel support was evaluated using the monetary value of total travel support and type of support received. Patients' sociodemographic and clinical factors were extracted from electronic medical records. Area-level socioeconomic disadvantage was coded by the Area Deprivation Index using patient ZIP codes. RESULTS On average, patients traveled 57.2 miles and 67.3 min for care and received $74.1 in total for travel support. Most patients (88.3%) received travel-related funds (e.g., gas cards), 5% received direct rides (e.g., Uber), 3.8% received vouchers for taxi or public transportation, and 3% received combined travel support. Male and White had longer travel distance and higher travel time than female and other races, respectively. Patients residing in more disadvantaged neighborhoods had an increased travel distance and travel time. Other races and Hispanics received more travel support ($) than Black and White patients or non-Hispanics. Patients with higher travel distance and travel time were more like to receive travel-related financial support. CONCLUSION Among patients who received travel support, those from socioeconomically disadvantaged neighborhoods had greater travel burden. Patients with greater travel burden were more likely to receive travel funds versus other types of support. Further understanding of the impact of travel burden and travel support on cancer outcomes is needed.
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Affiliation(s)
- Jinbing Bai
- Nell Hodgson Woodruff School of Nursing, Emory University, 1520 Clifton Road NE, Atlanta, GA, USA.
- Winship Cancer Institute, Emory University, Atlanta, GA, USA.
| | - Zahra A Barandouzi
- Nell Hodgson Woodruff School of Nursing, Emory University, 1520 Clifton Road NE, Atlanta, GA, USA
| | - Katherine A Yeager
- Nell Hodgson Woodruff School of Nursing, Emory University, 1520 Clifton Road NE, Atlanta, GA, USA
- Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Ilana Graetz
- Winship Cancer Institute, Emory University, Atlanta, GA, USA
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Claire Gong
- Nell Hodgson Woodruff School of Nursing, Emory University, 1520 Clifton Road NE, Atlanta, GA, USA
| | - Maria Norman
- Nell Hodgson Woodruff School of Nursing, Emory University, 1520 Clifton Road NE, Atlanta, GA, USA
| | - James Hankins
- Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Sudeshna Paul
- Nell Hodgson Woodruff School of Nursing, Emory University, 1520 Clifton Road NE, Atlanta, GA, USA
| | - Mylin A Torres
- Winship Cancer Institute, Emory University, Atlanta, GA, USA
- Department of Radiation Oncology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Deborah Watkins Bruner
- Nell Hodgson Woodruff School of Nursing, Emory University, 1520 Clifton Road NE, Atlanta, GA, USA
- Winship Cancer Institute, Emory University, Atlanta, GA, USA
- Department of Radiation Oncology, School of Medicine, Emory University, Atlanta, GA, USA
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Scodari BT, Schaefer AP, Kapadia NS, O'Malley AJ, Brooks GA, Tosteson ANA, Onega T, Wang C, Wang F, Moen EL. Characterizing the Traveling Oncology Workforce and Its Influence on Patient Travel Burden: A Claims-Based Approach. JCO Oncol Pract 2024; 20:787-796. [PMID: 38386962 DOI: 10.1200/op.23.00690] [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: 10/23/2023] [Revised: 11/30/2023] [Accepted: 01/09/2024] [Indexed: 02/24/2024] Open
Abstract
PURPOSE Oncology outreach is a common strategy for extending cancer care to rural patients. However, a nationwide characterization of the traveling workforce that enables this outreach is lacking, and the extent to which outreach reduces travel burden for rural patients is unknown. METHODS This cross-sectional study analyzed a rural (nonurban) subset of a 100% fee-for-service sample of 355,139 Medicare beneficiaries with incident breast, colorectal, and lung cancers. Surgical, medical, and radiation oncologists were linked to patients using Part B claims, and traveling oncologists were identified by observing hospital service area (HSA) transition patterns. We defined oncology outreach as the provision of cancer care by a traveling oncologist outside of their primary HSA. We used hierarchical gamma regression models to examine the separate associations between patient receipt of oncology outreach and one-way patient travel times to chemotherapy, radiotherapy, and surgery. RESULTS On average, 9,935 of 39,960 oncologists conducted annual outreach, where 57.8% traveled with low frequency (0-1 outreach visits/mo), 21.1% with medium frequency (1-3 outreach visits/mo), and 21.1% with high frequency (>3 outreach visits/mo). Oncologists provided surgery, radiotherapy, and chemotherapy to 51,715, 27,120, and 5,874 rural beneficiaries, respectively, of whom 2.5%, 6.9%, and 3.6% received oncology outreach. Rural patients who received oncology outreach traveled 16% (95% CI, 11 to 21) and 11% (95% CI, 9 to 13) less minutes to chemotherapy and radiotherapy than those who did not receive oncology outreach, corresponding to expected one-way savings of 15.9 (95% CI, 15.5 to 16.4) and 11.9 (95% CI, 11.7 to 12.2) minutes, respectively. CONCLUSION Our study introduces a novel claims-based approach for tracking the nationwide traveling oncology workforce and supports oncology outreach as an effective means for improving rural access to cancer care.
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Affiliation(s)
- Bruno T Scodari
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH
| | - Andrew P Schaefer
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH
| | - Nirav S Kapadia
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH
- Dartmouth Cancer Center, Dartmouth Hitchcock Medical Center, Lebanon, NH
- Department of Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH
| | - A James O'Malley
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH
- Dartmouth Cancer Center, Dartmouth Hitchcock Medical Center, Lebanon, NH
| | - Gabriel A Brooks
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH
- Dartmouth Cancer Center, Dartmouth Hitchcock Medical Center, Lebanon, NH
- Department of Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH
| | - Anna N A Tosteson
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH
- Dartmouth Cancer Center, Dartmouth Hitchcock Medical Center, Lebanon, NH
- Department of Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH
| | - Tracy Onega
- Department of Population Health Sciences and Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Changzhen Wang
- Department of Geography and the Environment, The University of Alabama, Tuscaloosa, AL
| | - Fahui Wang
- Department of Geography and Anthropology, Louisiana State University, Baton Rouge, LA
| | - Erika L Moen
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH
- Dartmouth Cancer Center, Dartmouth Hitchcock Medical Center, Lebanon, NH
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Shao CC, Katta MH, Smith BP, Jones BA, Gleason LT, Abbas A, Wadhwani N, Wallace EL, Mugavero MJ, Chu DI. Reducing no-show visits and disparities in access: The impact of telemedicine. J Telemed Telecare 2024:1357633X241241357. [PMID: 38557212 DOI: 10.1177/1357633x241241357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
BACKGROUND No-show visits have serious consequences for patients, providers, and healthcare systems as they lead to delays in care, increased costs, and reduced access to services. Telemedicine has emerged as a promising alternative to in-person visits by reducing travel barriers, but risks exacerbating the digital divide. The aim of this study was to assess the impact of telemedicine (video and phone) at a tertiary care academic center on no-show visits compared to in-person visits. METHODS A retrospective cohort analysis of all weekday clinic visits among in-state adult patients at a single tertiary care center in the southeast from January 2020 to April 2023 was performed. Rates of no-show visits for patients who were seen via phone and video were compared with those who were seen in-person. Demographic and clinical characteristics of these groups were also compared, including age, sex, race/ethnicity, socioeconomic status, and visit type. The primary outcome was the rate of no-show visits for each visit type. RESULTS Our analysis included 3,105,382 scheduled appointments, of which 81.2% were in-person, 13.4% via video, and 5.4% via phone calls. Compared to in-person visits, phone calls and video visits reduced the odds of no-show visits by 50% (aOR 0.5, CI 0.49-0.51) and 15% (aOR 0.85, CI 0.84-0.86), respectively. Older patients, Black patients, patients furthest from clinic, and patients from counties with the greatest degree of vulnerability and disparities in digital access were more likely to use phone visits. No-shows were more common among non-white, male, and younger patients from counties with lower socioeconomic status. CONCLUSION Telemedicine effectively reduced no-show visits. However, limiting telemedicine to video-based visits only exacerbated disparities in access. Phone calls allow historically underserved patients from lower socioeconomic backgrounds to access healthcare and should be included within the definition of telemedicine.
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Affiliation(s)
- Connie C Shao
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Meghna H Katta
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Burke P Smith
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Bayley A Jones
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Lauren T Gleason
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Alizeh Abbas
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nikita Wadhwani
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Eric L Wallace
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Michael J Mugavero
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Daniel I Chu
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
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Silverwood S, Lichter K, Conway A, Drew T, McComas KN, Zhang S, Gopakumar GM, Abdulbaki H, Smolen KA, Mohamad O, Grover S. Distance Traveled by Patients Globally to Access Radiation Therapy: A Systematic Review. Int J Radiat Oncol Biol Phys 2024; 118:891-899. [PMID: 37949324 DOI: 10.1016/j.ijrobp.2023.10.030] [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: 04/24/2023] [Revised: 09/30/2023] [Accepted: 10/17/2023] [Indexed: 11/12/2023]
Abstract
PURPOSE This study aimed to systematically review the literature on the travel patterns of patients seeking radiation therapy globally. It examined the distance patients travel for radiation therapy as well as secondary outcomes, including travel time. METHODS AND MATERIALS A comprehensive search of 4 databases was conducted from June 2022 to August 2022. Studies were included in the review if they were observational, retrospective, randomized/nonrandomized, published between June 2000 and June 2022, and if they reported on the global distance traveled for radiation therapy in the treatment of malignant or benign disease. Studies were excluded if they did not report travel distance or were not written in English. RESULTS Of the 168 studies, most were conducted in North America (76.3%), with 90.7% based in the United States. Radiation therapy studies for treating patients with breast cancer were the most common (26.6%), while external beam radiation therapy was the most prevalent treatment modality (16.6%). Forty-six studies reported the mean distance traveled for radiation therapy, with the shortest being 4.8 miles in the United States and the longest being 276.5 miles in Iran. It was observed that patients outside of the United States traveled greater distances than those living within the United States. Geographic location, urban versus rural residence, and patient population characteristics affected the distance patients traveled for radiation therapy. CONCLUSIONS This systematic review provides the most extensive summary to date of the travel patterns of patients seeking radiation therapy globally. The results suggest that various factors may contribute to the variability in travel distance patterns, including treatment center location, patient residence, and treatment modality. Overall, the study highlights the need for more research to explore these factors and to develop effective strategies for improving radiation therapy access and reducing travel burden.
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Affiliation(s)
- Sierra Silverwood
- Michigan State University College of Human Medicine, Grand Rapids, Michigan.
| | - Katie Lichter
- Department of Radiation Oncology, University of California, San Francisco, California
| | | | - Taylor Drew
- Stritch School of Medicine, Maywood, Illinois
| | - Kyra N McComas
- Department of Radiation Oncology Vanderbilt University Medical Center, Nashville, Tennessee
| | - Siqi Zhang
- Biostatistics Analysis Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | | | - Hasan Abdulbaki
- University of California, San Francisco, School of Medicine, San Francisco, California
| | | | - Osama Mohamad
- Department of Radiation Oncology, University of California, San Francisco, California
| | - Surbhi Grover
- Department of Radiation Oncology, University of Pennsylvania, Botswana-UPenn Partnership, Philadelphia, Pennsylvania
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Shelton C, Ruiz A, Shelton L, Montgomery H, Freas K, Ellsworth RE, Poll S, Pineda-Alvarez D, Heald B, Esplin ED, Nielsen SM. Universal Germline-Genetic Testing for Breast Cancer: Implementation in a Rural Practice and Impact on Shared Decision-Making. Ann Surg Oncol 2024; 31:325-334. [PMID: 37814187 PMCID: PMC10695880 DOI: 10.1245/s10434-023-14394-3] [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: 08/11/2023] [Accepted: 09/15/2023] [Indexed: 10/11/2023]
Abstract
BACKGROUND Whereas the National Comprehensive Cancer Network (NCCN) criteria restrict germline-genetic testing (GGT) to a subset of breast cancer (BC) patients, the American Society of Breast Surgeons recommends universal GGT. Although the yield of pathogenic germline variants (PGV) in unselected BC patients has been studied, the practicality and utility of incorporating universal GGT into routine cancer care in community and rural settings is understudied. This study reports real-world implementation of universal GGT for patients with breast cancer and genetics-informed, treatment decision-making in a rural, community practice with limited resources. METHODS From 2019 to 2022, all patients with breast cancer at a small, rural hospital were offered GGT, using a genetics-extender model. Statistical analyses included Fisher's exact test, t-tests, and calculation of odds ratios. Significance was set at p < 0.05. RESULTS Of 210 patients with breast cancer who were offered GGT, 192 (91.4%) underwent testing with 104 (54.2%) in-criteria (IC) and 88 (45.8%) out-of-criteria (OOC) with NCCN guidelines. Pathogenic germline variants were identified in 25 patients (13.0%), with PGV frequencies of 15 of 104 (14.4%) in IC and ten of 88 (11.4%) in OOC patients (p = 0.495). GGT informed treatment for 129 of 185 (69.7%) patients. CONCLUSIONS Universal GGT was successfully implemented in a rural, community practice with > 90% uptake. Treatment was enhanced or de-escalated in those with and without clinically actionable PGVs, respectively. Universal GGT for patients with breast cancer is feasible within rural populations, enabling optimization of clinical care to patients' genetic profile, and may reduce unnecessary healthcare, resource utilization.
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Affiliation(s)
| | | | | | | | - Karen Freas
- The Outer Banks Hospital, Nags Head, NC, USA
| | | | - Sarah Poll
- Invitae Corporation, San Francisco, CA, USA
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Ramian H, Sun Z, Yabes J, Jacobs B, Sabik LM. Urban-Rural Differences in Receipt of Cancer Surgery at High-Volume Hospitals and Sensitivity to Hospital Volume Thresholds. JCO Oncol Pract 2024; 20:123-130. [PMID: 37590899 PMCID: PMC10827295 DOI: 10.1200/op.22.00851] [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: 12/22/2022] [Revised: 06/08/2023] [Accepted: 07/10/2023] [Indexed: 08/19/2023] Open
Abstract
Methods for identifying high-volume hospitals affect conclusions about rural cancer care access.
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Affiliation(s)
- Haleh Ramian
- Department of Health Policy and Management, University of Pittsburgh School of Public Health, Pittsburgh, PA
| | - Zhaojun Sun
- Department of Health Policy and Management, University of Pittsburgh School of Public Health, Pittsburgh, PA
| | - Jonathan Yabes
- Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Bruce Jacobs
- Department of Urology, Division of Health Services Research, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Lindsay M. Sabik
- Department of Health Policy and Management, University of Pittsburgh School of Public Health, Pittsburgh, PA
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Amiri S, Robison J, Pflugeisen C, Monsivais P, Amram O. Travel Burden to Cancer Screening and Treatment Facilities Among Washington Women: Data From an Integrated Healthcare Delivery System. COMMUNITY HEALTH EQUITY RESEARCH & POLICY 2023:2752535X231215881. [PMID: 37975231 DOI: 10.1177/2752535x231215881] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
PURPOSE To characterize distance traveled for breast cancer screening and to sites of service for breast cancer treatment, among rural and urban women served by a Washington State healthcare network. METHODS Data for this study came from one of the largest not-for-profit integrated healthcare delivery systems in Washington State. Generalized linear mixed models with gamma log link function were used to examine the associations between travel distance and sociodemographic and contextual characteristics of patients. RESULTS Median travel distance for breast cancer screening facilities, hematologist/oncologists, radiation oncologists, or surgeons was 11, 19, 23, or 11 miles, respectively. Travel distance to breast cancer screening or referral facilities was longer in non-core metropolitan ZIP codes compared to metropolitan ZIP codes. AI/AN and Hispanic women travelled longer distances to reach referral facilities compared to other racial and ethnic groups. CONCLUSION Disparities exist in travel distance to breast cancer screening and treatment. Further research is needed to describe sociodemographic and system level characteristics that contribute to such disparities and to discover novel approaches to alleviate this burden.
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Affiliation(s)
- Solmaz Amiri
- Institute for Research and Education to Advance Community Health (IREACH), Washington State University, Seattle, WA, USA
| | - Jeanne Robison
- Multicare Deaconess Cancer & Blood Specialty Centers, Spokane, WA, USA
| | | | - Pablo Monsivais
- Department of Nutrition and Exercise Physiology, Washington State University, Spokane, WA, USA
| | - Ofer Amram
- Department of Nutrition and Exercise Physiology, Washington State University, Spokane, WA, USA
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Turner M, Carriere R, Fielding S, Ramsay G, Samuel L, Maclaren A, Murchie P. The impact of travel time to cancer treatment centre on post-diagnosis care and mortality among cancer patients in Scotland. Health Place 2023; 84:103139. [PMID: 37979314 DOI: 10.1016/j.healthplace.2023.103139] [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: 06/29/2023] [Revised: 10/10/2023] [Accepted: 10/16/2023] [Indexed: 11/20/2023]
Abstract
Limited data exist on the effect of travelling time on post-diagnosis cancer care and mortality. We analysed the impact of travel time to cancer treatment centre on secondary care contact time and one-year mortality using a data-linkage study in Scotland with 17369 patients. Patients with longer travelling time and island-dwellers had increased incidence rate of secondary care cancer contact time. For outpatient oncology appointments, the incidence rate was decreased for island-dwellers. Longer travelling time was not associated with increased secondary care contact time for emergency cancer admissions or time to first emergency cancer admission. Living on an island increased mortality at one-year. Adjusting for cancer-specific secondary care contact time increased the hazard of death, and adjusting for oncology outpatient time decreased the hazard of death for island-dwellers. Those with longer travelling times experience the cancer treatment pathway differently with poorer outcomes. Cancer services may need to be better configured to suit differing needs of dispersed populations.
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Affiliation(s)
- Melanie Turner
- Institute of Applied Health Sciences, University of Aberdeen, Polwarth Building, Foresterhill, Aberdeen, AB25 2ZD, UK.
| | - Romi Carriere
- Population Health Sciences Institute, Campus of Ageing and Vitality, Newcastle University, Newcastle, NE4 5PL, UK
| | - Shona Fielding
- Institute of Applied Health Sciences, University of Aberdeen, Polwarth Building, Foresterhill, Aberdeen, AB25 2ZD, UK
| | - George Ramsay
- Aberdeen Royal Infirmary, NHS Grampian, Foresterhill Health Campus, Foresterhill Road, Aberdeen, AB25 2ZN, UK
| | - Leslie Samuel
- School of Medicine, Medical Sciences & Nutrition, University of Aberdeen, Foresterhill, Aberdeen, AB25 2ZN, UK
| | - Andrew Maclaren
- Institute of Applied Health Sciences, University of Aberdeen, Polwarth Building, Foresterhill, Aberdeen, AB25 2ZD, UK
| | - Peter Murchie
- Institute of Applied Health Sciences, University of Aberdeen, Polwarth Building, Foresterhill, Aberdeen, AB25 2ZD, UK
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Sha ST, Usadi B, Wang Q, Tomaino M, Brooks GA, Loehrer AP, Wong SL, Tosteson AN, Colla CH, Kapadia NS. The Association of Rural Residence With Surgery and Adjuvant Radiation in Medicare Beneficiaries With Rectal Cancer. Adv Radiat Oncol 2023; 8:101286. [PMID: 38047230 PMCID: PMC10692300 DOI: 10.1016/j.adro.2023.101286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 06/01/2023] [Indexed: 12/05/2023] Open
Abstract
Purpose Radiation therapy and surgery are fundamental site-directed therapies for nonmetastatic rectal cancer. To understand the relationship between rurality and access to specialized care, we characterized the association of rural patient residence with receipt of surgery and radiation therapy among Medicare beneficiaries with rectal cancer. Methods and Materials We identified fee-for-service Medicare beneficiaries aged 65 years or older diagnosed with nonmetastatic rectal cancer from 2016 to 2018. Beneficiary place of residence was assigned to one of 3 geographic categories (metropolitan, micropolitan, or small town/rural) based on census tract and corresponding rural urban commuting area codes. Multivariable regression models were used to determine associations between levels of rurality and receipt of both radiation and proctectomy within 180 days of diagnosis. In addition, we explored associations between patient rurality and characteristics of surgery and radiation such as minimally invasive surgery (MIS) or intensity modulated radiation therapy (IMRT). Results Among 13,454 Medicare beneficiaries with nonmetastatic rectal cancer, 3926 (29.2%) underwent proctectomy within 180 days of being diagnosed with rectal cancer, and 1792 (13.3%) received both radiation and proctectomy. Small town/rural residence was associated with an increased likelihood of receiving both radiation and proctectomy within 180 days of diagnosis (adjusted subhazard ratio, 1.15; 95% CI, 1.02-1.30). Furthermore, small town/rural radiation patients were significantly less likely to receive IMRT (adjusted odds ratio, 0.62; 95% CI, 0.48-0.80) or MIS (adjusted odds ratio, 0.80; 95% CI, 0.66-0.97) than metropolitan patients. Conclusions Although small town/rural Medicare beneficiaries were overall more likely to receive both radiation and proctectomy for their rectal cancer, they were less likely to receive preoperative IMRT or MIS as part of their treatment regimen. Together, these findings clarify that among Medicare beneficiaries, there appeared to be a similar utilization of radiation resources and time to radiation treatment regardless of rural/urban status.
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Affiliation(s)
- Sybil T. Sha
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
- Department of Medicine, Section of Medical Oncology, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Benjamin Usadi
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
| | - Qianfei Wang
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
| | - Marisa Tomaino
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
| | - Gabriel A. Brooks
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
- Department of Medicine, Section of Medical Oncology, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
- Dartmouth Cancer Center, Lebanon, New Hampshire
| | - Andrew P. Loehrer
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Sandra L. Wong
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
- Dartmouth Cancer Center, Lebanon, New Hampshire
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Anna N.A. Tosteson
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
- Dartmouth Cancer Center, Lebanon, New Hampshire
| | - Carrie H. Colla
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
- Dartmouth Cancer Center, Lebanon, New Hampshire
- Congressional Budget Office, Washington District of Columbia
| | - Nirav S. Kapadia
- Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
- Dartmouth Cancer Center, Lebanon, New Hampshire
- Department of Medicine, Section of Radiation Oncology, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
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Hong MJ, Lum SS, Ji L, Namm JP, Solomon NL, Garberoglio C, Vora H. Identification of Populations at Risk for "Choosing Un-Wisely": A SEER Population-Based Study. Am Surg 2023; 89:4135-4141. [PMID: 37259527 DOI: 10.1177/00031348231180920] [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] [Indexed: 06/02/2023]
Abstract
BACKGROUND Since 2016, the Choosing Wisely campaign has recommended against routine axillary surgery in elderly patients with early stage, hormone receptor positive (ER+) breast cancer. The objective was to evaluate factors associated with axillary surgery in breast cancer patients meeting criteria for sentinel lymph node biopsy (SLNB) omission and identify potential disparities. METHODS Female patients age ≥70 years with cT1-2N0M0, ER+, HER2-negative breast cancer diagnosed after publication of the Choosing Wisely recommendations, between 2016 and 2019, were identified from the Surveillance, Epidemiology, and End Results (SEER) database. Patient demographics and tumor characteristics associated with axillary surgery were analyzed. RESULTS Of the 31 756 patients meeting omission criteria, 25 771 (81.2%) underwent axillary surgery. Hispanic ethnicity, median household income between $35,000 and $70,000, treatment in rural areas, poor differentiation, lobular and mixed lobular with ductal histology, T2 tumors, radiation therapy, and systemic therapy were factors associated with receiving axillary surgery on multivariable analysis. In the axillary surgery cohort, a median of 2 (IQR = 2) nodes were examined and 529 (2.1%) patients were found to have 1 or more positive lymph nodes. DISCUSSION Among elderly patients meeting Choosing Wisely criteria for SLNB omission, particular racial, ethnic, socioeconomic, and geographic populations may be at increased risk for potential over treatment. Identification of these factors provides specific opportunities for education and implementation of de-escalation of unnecessary procedures.
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Affiliation(s)
- Michelle J Hong
- Department of Surgery, School of Medicine, Loma Linda University, Loma Linda, CA, USA
| | - Sharon S Lum
- Department of Surgery, School of Medicine, Loma Linda University, Loma Linda, CA, USA
| | - Liang Ji
- Department of Surgery, School of Medicine, Loma Linda University, Loma Linda, CA, USA
| | - Jukes P Namm
- Department of Surgery, School of Medicine, Loma Linda University, Loma Linda, CA, USA
| | - Naveenraj L Solomon
- Department of Surgery, School of Medicine, Loma Linda University, Loma Linda, CA, USA
| | - Carlos Garberoglio
- Department of Surgery, School of Medicine, Loma Linda University, Loma Linda, CA, USA
| | - Halley Vora
- Department of Surgery, School of Medicine, Loma Linda University, Loma Linda, CA, USA
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Qin X, Huckfeldt P, Abraham J, Yee D, Virnig BA. Was Unstable Medicaid Coverage Among Older Medicare Beneficiaries Associated With Worse Clinical Outcomes? Evidence From the Delivery of Breast Cancer Care. Med Care 2023; 61:611-618. [PMID: 37440716 DOI: 10.1097/mlr.0000000000001885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/15/2023]
Abstract
BACKGROUND Medicare and Medicaid dually eligible beneficiaries (duals) could experience Medicaid coverage changes without losing Medicaid. It is unknown whether health care use and clinical outcomes among elderly duals with coverage changes would be like those among duals without coverage changes or duals ever lost Medicaid and whether various types of unstable coverage due to income/asset changes are associated with worse clinical outcomes. OBJECTIVES Examine the associations of unstable Medicaid coverage with clinical outcomes among older Medicare beneficiaries. RESEARCH DESIGN Population-based cohort study. SUBJECTS A total of 131,202 women newly diagnosed with breast cancer at 65 years and older between 2007 and 2015 were identified from the Surveillance, Epidemiology, and End Results-Medicare linked database. MEASURES We examined 2 types of unstable Medicaid coverage: (1) those who had changes in the types of Medicaid support they received and (2) those who ever lost Medicaid. We examined outcomes that predict better cancer survival and involve the use of inpatient and outpatient services and prescription drugs: early diagnosis, receiving surgery, receiving radiation, hormonal therapy adherence, and discontinuation. We used logistic regressions to estimate the predicted probabilities of outcomes for dual groups. RESULTS Duals had poorer outcomes than those who were "never dual." Women with the 2 types of unstable Medicaid coverage had similarly worse outcomes than those with stable coverage. Those with stable coverage had similar outcomes regardless of the generosity of Medicaid support. CONCLUSIONS These patterns are concerning and, in the context of well-defined clinical guidelines for beneficial treatments that extend survival, point to the importance of stable insurance coverage and income.
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Affiliation(s)
- Xuanzi Qin
- Department of Health Policy and Management, University of Maryland School of Public Health, MD
- Division of Health Policy and Management, University of Minnesota School of Public Health
| | - Peter Huckfeldt
- Division of Health Policy and Management, University of Minnesota School of Public Health
| | - Jean Abraham
- Division of Health Policy and Management, University of Minnesota School of Public Health
| | - Douglas Yee
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Beth A Virnig
- Division of Health Policy and Management, University of Minnesota School of Public Health
- University of Florida College of Public Health and Health Professions, Gainesville, FL
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Moscovice IS, Parsons H, Bean N, Santana X, Weis K, Hui JYC, Lahr M. Availability of cancer care services and the organization of care delivery at critical access hospitals. Cancer Med 2023; 12:17322-17330. [PMID: 37439021 PMCID: PMC10501243 DOI: 10.1002/cam4.6337] [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: 03/20/2023] [Revised: 06/15/2023] [Accepted: 07/02/2023] [Indexed: 07/14/2023] Open
Abstract
INTRODUCTION Critical access hospitals (CAHs) provide an opportunity to meet the needs of individuals with cancer in rural areas. Two common innovative care delivery methods include the use of traveling oncologists and teleoncology. It is important to understand the availability and organization of cancer care services in CAHs due to the growing population with cancer and expected declines in oncology workforce in rural areas. METHODS Stratified random sampling was used to generate a sample of 50 CAHs from each of the four U.S. Census Bureau-designated regions resulting in a total sample of 200 facilities. Analyses were conducted from 135 CAH respondents to understand the availability of cancer care services and organization of cancer care across CAHs. RESULTS Almost all CAHs (95%) provided at least one cancer screening or diagnostic service. Forty-six percent of CAHs reported providing at least one component of cancer treatment (chemotherapy, radiation, or surgery) at their facility. CAHs that offered cancer treatment reported a wide range of health care staff involvement, including 34% of respondents reporting involvement of a local oncologist, 38% reporting involvement of a visiting oncologist, and 28% reporting involvement of a non-local oncologist using telemedicine. CONCLUSION Growing disparities within rural areas emphasize the importance of ensuring access to timely screening and guideline-recommended treatment for cancer in rural communities. These data demonstrated that CAHs are addressing the growing need through a variety of approaches including the use of innovative models that utilize non-local providers and telemedicine to expand access to crucial services for rural residents with cancer.
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Affiliation(s)
- Ira S. Moscovice
- Flex Monitoring Team, Division of Health Policy and ManagementUniversity of Minnesota School of Public HealthMinneapolisMinnesotaUSA
| | - Helen Parsons
- Division of Health Policy and ManagementUniversity of Minnesota School of Public HealthMinneapolisMinnesotaUSA
| | - Nathan Bean
- Hennepin County Department of Public HealthMinneapolisMinnesotaUSA
| | - Xiomara Santana
- Flex Monitoring Team, Division of Health Policy and ManagementUniversity of Minnesota School of Public HealthMinneapolisMinnesotaUSA
| | - Kate Weis
- University of Minnesota Medical SchoolMinneapolisMinnesotaUSA
| | - Jane Yuet Ching Hui
- Division of Surgical Oncology, Department of SurgeryUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Megan Lahr
- Flex Monitoring Team, Division of Health Policy and ManagementUniversity of Minnesota School of Public HealthMinneapolisMinnesotaUSA
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Zahnd WE, Hung P, Shi SK, Zgodic A, Merrell MA, Crouch EL, Probst JC, Eberth JM. Availability of hospital-based cancer services before and after rural hospital closure, 2008-2017. J Rural Health 2023; 39:416-425. [PMID: 36128753 DOI: 10.1111/jrh.12716] [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] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Rural populations have less access to cancer care services and experience higher cancer mortality rates than their urban counterparts, which may be exacerbated by hospital closures. Our objective was to examine the impact of hospital closures on access to cancer-relevant hospital services across hospital service areas (HSAs). METHODS We used American Hospital Association survey data from 2008 to 2017 to examine the change in access to cancer-related screening and treatment services across rural HSAs that sustained hospitals over time, experienced any closures, or had all hospitals close. We performed a longitudinal analysis to assess the association between hospital closure occurrence and maintenance or loss of cancer-related service lines accounting for hospital and HSA-level characteristics. Maps were also developed to display changes in the availability of services across HSAs. RESULTS Of the 2,014 rural HSAs, 3.8% experienced at least 1 hospital closure during the study period, most occurring in the South. Among HSAs that experienced hospital closure, the loss of surgery services lines was most common, while hospital closures did not affect the availability of overall oncology and radiation services. Screening services either were stable (mammography) or increased (endoscopy) in areas with no closures. DISCUSSION Rural areas persistently experience less access to cancer treatment services, which has been exacerbated by hospital closures. Lack of Medicaid expansion in many Southern states and other policy impacts on hospital financial viability may play a role in this. Future research should explore the impact of closures on cancer treatment receipt and outcomes.
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Affiliation(s)
- Whitney E Zahnd
- Department of Health Management and Policy, College of Public Health, University of Iowa, Iowa City, Iowa, USA
- Rural and Minority Health Research Center, University of South Carolina, Columbia, South Carolina, USA
| | - Peiyin Hung
- Rural and Minority Health Research Center, University of South Carolina, Columbia, South Carolina, USA
- Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
- South Carolina SmartState Center for Healthcare Quality, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Sylvia Kewei Shi
- Rural and Minority Health Research Center, University of South Carolina, Columbia, South Carolina, USA
- Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia, USA
| | - Anja Zgodic
- Rural and Minority Health Research Center, University of South Carolina, Columbia, South Carolina, USA
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Melinda A Merrell
- Rural and Minority Health Research Center, University of South Carolina, Columbia, South Carolina, USA
| | - Elizabeth L Crouch
- Rural and Minority Health Research Center, University of South Carolina, Columbia, South Carolina, USA
- Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Janice C Probst
- Rural and Minority Health Research Center, University of South Carolina, Columbia, South Carolina, USA
- Department of Health Services Policy and Management, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
| | - Jan M Eberth
- Rural and Minority Health Research Center, University of South Carolina, Columbia, South Carolina, USA
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
- Department of Health Management and Policy, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania, USA
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Ho KL, Shiels MS, Ramin C, Veiga LHS, Chen Y, Berrington de Gonzalez A, Vo JB. County-level geographic disparities in cardiovascular disease mortality among US breast cancer survivors, 2000-2018. JNCI Cancer Spectr 2022; 7:6851146. [PMID: 36445023 PMCID: PMC9901273 DOI: 10.1093/jncics/pkac083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 11/01/2022] [Accepted: 11/14/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Disparities in cardiovascular disease mortality among breast cancer survivors are documented, but geographic factors by county-level socioeconomic status (SES) and rurality are not well described. METHODS We analyzed 724 518 women diagnosed with localized or regional stage breast cancer between 2000 and 2017 within Surveillance, Epidemiology, and End Results Program-18 with follow-up until 2018. We calculated relative risks (RRs) of cardiovascular disease mortality using Poisson regression, accounting for age- and race-specific rates in the general population, according to county-level quintiles of SES (measured by Yost index), median income, and rurality at breast cancer diagnosis. We also calculated 10-year cumulative mortality risk of cardiovascular disease accounting for competing risks. RESULTS Cardiovascular disease mortality was 41% higher among breast cancer survivors living in the lowest SES (RR = 1.41, 95% confidence interval [CI] = 1.36 to 1.46, Ptrend < .001) and poorest (RR = 1.41, 95% CI = 1.36 to 1.47, Ptrend < .001) counties compared with the highest SES and wealthiest counties, and 24% higher for most rural relative to most urban counties (RR = 1.24, 95% CI = 1.17 to 1.30, Ptrend < .001). Disparities for the lowest SES relative to highest SES counties were greatest among younger women aged 18-49 years (RR = 2.32, 95% CI = 1.90 to 2.83) and aged 50-59 years (RR = 2.01, 95% CI = 1.77 to 2.28) and within the first 5 years of breast cancer diagnosis (RR = 1.53, 95% CI = 1.44 to 1.64). In absolute terms, however, disparities were widest for women aged 60+ years, with approximately 2% higher 10-year cumulative cardiovascular disease mortality risk in the poorest compared with wealthiest counties. CONCLUSIONS Geographic factors at breast cancer diagnosis were associated with increased cardiovascular disease mortality risk. Studies with individual- and county-level information are needed to inform public health interventions and reduce disparities among breast cancer survivors.
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Affiliation(s)
- Katherine L Ho
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA,Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Meredith S Shiels
- Infections and Immunoepidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Cody Ramin
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Lene H S Veiga
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Yingxi Chen
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Amy Berrington de Gonzalez
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Jacqueline B Vo
- Correspondence to: Jacqueline B. Vo, PhD, RN, MPH, Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Drive 7E528, Rockville, MD 20850, USA (e-mail: )
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The Effect of Surgeon Referral and a Radiation Oncologist Productivity-Based Metric on Radiation Therapy Receipt Among Elderly Women With Early Stage Breast Cancer: Analysis From a Tertiary Cancer Network. Adv Radiat Oncol 2022; 8:101113. [PMID: 36483067 PMCID: PMC9723302 DOI: 10.1016/j.adro.2022.101113] [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] [Received: 06/28/2022] [Accepted: 10/09/2022] [Indexed: 11/19/2022] Open
Abstract
Purpose : Guidelines for early-stage breast cancer allow for radiation therapy (RT) omission after breast conserving surgery among older women, though high utilization of RT persists. This study explored surgeon referral and the effect of a productivity-based bonus metric for radiation oncologists in an academic institution with centralized quality assurance review. Methods and materials : We evaluated patients ≥70 years of age treated with breast conserving surgery for estrogen receptor (ER)+ pT1N0 breast cancer at a single tertiary cancer network between 2015 and 2018. The primary outcomes were radiation oncology referral and RT receipt. Covariables included patient and physician characteristics and treatment decisions before versus after productivity metric implementation. Univariable generalized linear effects models explored associations between these outcomes and covariables. Results : Of 703 patients included, 483 (69%) were referred to radiation oncology and 273 (39%) received RT (among those referred, 57% received RT). No difference in RT receipt pre- versus post-productivity metric implementation was observed (P = .57). RT receipt was associated with younger patient age (70-74 years; odds ratio [OR], 2.66; 95% confidence interval [CI], 1.54-4.57) and higher grade (grade 3; OR, 7.75; 95% CI, 3.33-18.07). Initial referral was associated with younger age (70-74; OR, 5.64; 95% CI, 3.37-0.45) and higher performance status (Karnofsky performance status ≥90; OR, 5.34; 95% CI, 2.63-10.83). Conclusions : Nonreferral to radiation oncology accounted for half of RT omission but was based on age and Karnofsky performance status, in accordance with guidelines. Lack of radiation oncologist practice change in response to misaligned financial incentives is reassuring, potentially reflecting incentive design and/or centralized quality assurance review. Multi-institutional studies are needed to confirm these findings.
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Rhodes SS, Berlin E, Yegya-Raman N, Doucette A, Gentile M, Freedman GM, Taunk NK. Factors Associated With Travel Distance in the Receipt of Proton Breast Radiation Therapy. Int J Part Ther 2022; 9:1-9. [PMID: 36721480 PMCID: PMC9875828 DOI: 10.14338/ijpt-22-00018.1] [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: 05/15/2022] [Accepted: 08/16/2022] [Indexed: 02/03/2023] Open
Abstract
Introduction Proton radiation therapy (PBT) may reduce cardiac doses in breast cancer treatment. Limited availability of proton facilities could require significant travel distances. This study assessed factors associated with travel distances for breast PBT. Materials and Methods Patients receiving breast PBT at the University of Pennsylvania from 2010 to 2021 were identified. Demographic, cancer, and treatment characteristics were summarized. Straight-line travel distances from the department to patients' addresses were calculated using BatchGeo. Median and mean travel distances were reported. Given non-normality of distribution of travel distances, Wilcoxon rank sum or Kruskal-Wallis test was used to determine whether travel distances differed by race, clinical trial participation, disease laterality, recurrence, and prior radiation. Results Of 1 male and 284 female patients, 67.8% were White and 21.7% Black. Median travel distance was 13.5 miles with interquartile range of 6.1 to 24.8 miles, and mean travel distance was 13.5 miles with standard deviation of 261.4 miles. 81.1% of patients traveled less than 30 and 6.0% more than 100 miles. Black patients' travel distances were significantly shorter than White patients' and non-Black or non-White patients' travel distances (median = 4.5, 16.5, and 11.3 miles, respectively; P < .0001). Patients not on clinical trials traveled more those on clinical trials (median = 14.7 and 10.2 miles, respectively; P = .032). There was no difference found between travel distances of patients with left-sided versus right-sided versus bilateral disease (P = .175), with versus without recurrent disease (P = .057), or with versus without prior radiation (P = .23). Conclusion This study described travel distances and demographic and clinicopathologic characteristics of patients receiving breast PBT at the University of Pennsylvania. Black patients traveled less than White and non-Black or non-White patients and comprised a small portion of the cohort, suggesting barriers to travel and PBT. Patients did not travel further to receive PBT for left-sided or recurrent disease.
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Affiliation(s)
- Sylvia S. Rhodes
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Eva Berlin
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Nikhil Yegya-Raman
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Abigail Doucette
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Michelle Gentile
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Gary M. Freedman
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Neil K. Taunk
- Department of Radiation Oncology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
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Gao X, Schroeder MC, Lizarraga IM, Tolle CL, Mullett TW, Charlton ME. Improving cancer care locally: Study of a hospital affiliate network model. J Rural Health 2022; 38:827-837. [PMID: 34897807 PMCID: PMC9189248 DOI: 10.1111/jrh.12639] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
PURPOSE The University of Kentucky Markey Cancer Center Affiliate Network (MCCAN) increased access to high-quality cancer care for patients treated in community hospitals across the state by leveraging the American College of Surgeons Commission on Cancer (CoC) standards to improve quality among its member sites. This study describes the network activities and services identified as most helpful or effective to its members, as well as the perceived value of joining MCCAN or pursing accreditation. METHODS An independent research team conducted in-depth, semistructured interviews with 18 administrators and clinicians from 10 MCCAN hospitals in 2019. Interviews were transcribed and a thematic analysis was conducted. FINDINGS Network affiliation and CoC accreditation were perceived as helpful to improving quality of care. Having both clinician and administrative champions were key facilitators to achieving CoC standards and made mentoring of member sites a critical activity of the Network. Other components identified as valuable and/or key to the Network's success included providing access to specific CoC-required clinical services (eg, genetic counseling); offering regular performance monitoring and individualized feedback; establishing a culture of quality improvement; and fostering trust within the Network with patient referrals (ie, sending patients back to their local hospital for ongoing care). CONCLUSIONS Quality improvement in community cancer programs is challenging but several strategies were identified by members as valuable and effective. Efforts to disseminate the MCCAN model should focus on identifying the needs of community hospitals, implementing a quality monitoring system, and fostering site-level champions who can be influential drivers of change.
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Affiliation(s)
- Xiang Gao
- Department of Surgery, Carver College of Medicine, University of Iowa, Iowa City, Iowa
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, Iowa
| | - Mary C. Schroeder
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, Iowa
- Division of Health Services Research, College of Pharmacy, University of Iowa, Iowa City, Iowa
| | - Ingrid M. Lizarraga
- Department of Surgery, Carver College of Medicine, University of Iowa, Iowa City, Iowa
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, Iowa
| | - Cheri L. Tolle
- Markey Cancer Center, Cancer Prevention and Control Program, University of Kentucky, Lexington, Kentucky
| | - Timothy W. Mullett
- Markey Cancer Center, Cancer Prevention and Control Program, University of Kentucky, Lexington, Kentucky
- Department of Surgery, College of Medicine, University of Kentucky, Lexington, Kentucky
| | - Mary E. Charlton
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, Iowa
- Department of Epidemiology, College of Public Health, University of Iowa, Iowa City, Iowa
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Zipkin RJ, Schaefer A, Wang C, Loehrer AP, Kapadia NS, Brooks GA, Onega T, Wang F, O'Malley AJ, Moen EL. Rural-Urban Differences in Breast Cancer Surgical Delays in Medicare Beneficiaries. Ann Surg Oncol 2022; 29:5759-5769. [PMID: 35608799 PMCID: PMC9128633 DOI: 10.1245/s10434-022-11834-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 04/15/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Delays between breast cancer diagnosis and surgery are associated with worsened survival. Delays are more common in urban-residing patients, although factors specific to surgical delays among rural and urban patients are not well understood. METHODS We used a 100% sample of fee-for-service Medicare claims during 2007-2014 to identify 238,491 women diagnosed with early-stage breast cancer undergoing initial surgery and assessed whether they experienced biopsy-to-surgery intervals > 90 days. We employed multilevel regression to identify associations between delays and patient, regional, and surgeon characteristics, both in combined analyses and stratified by rurality of patient residence. RESULTS Delays were more prevalent among urban patients (2.5%) than rural patients (1.9%). Rural patients with medium- or high-volume surgeons had lower odds of delay than patients with low-volume surgeons (odds ratio [OR] = 0.71, 95% confidence interval [CI] = 0.58-0.88; OR = 0.74, 95% CI = 0.61-0.90). Rural patients whose surgeon operated at ≥ 3 hospitals were more likely to experience delays (OR = 1.29, 95% CI = 1.01-1.64, Ref: 1 hospital). Patient driving times ≥ 1 h were associated with delays among urban patients only. Age, black race, Hispanic ethnicity, multimorbidity, and academic/specialty hospital status were associated with delays. CONCLUSIONS Sociodemographic, geographic, surgeon, and facility factors have distinct associations with > 90-day delays to initial breast cancer surgery. Interventions to improve timeliness of breast cancer surgery may have disparate impacts on vulnerable populations by rural-urban status.
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Affiliation(s)
- Ronnie J Zipkin
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Andrew Schaefer
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH, USA
| | - Changzhen Wang
- Department of Geography and Anthropology, Louisiana State University, Baton Rouge, LA, USA
| | - Andrew P Loehrer
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH, USA
- Department of Surgery, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- Dartmouth Cancer Center, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - Nirav S Kapadia
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH, USA
- Dartmouth Cancer Center, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
- Department of Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Gabriel A Brooks
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH, USA
- Dartmouth Cancer Center, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
- Department of Medicine, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Tracy Onega
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH, USA
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
- Department of Population Sciences, University of Utah, Salt Lake City, UT, USA
- Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Fahui Wang
- Department of Geography and Anthropology, Louisiana State University, Baton Rouge, LA, USA
| | - Alistair J O'Malley
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH, USA
- Dartmouth Cancer Center, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - Erika L Moen
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH, USA.
- Dartmouth Cancer Center, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA.
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Wercholuk AN, Parikh AA, Snyder RA. The Road Less Traveled: Transportation Barriers to Cancer Care Delivery in the Rural Patient Population. JCO Oncol Pract 2022; 18:652-662. [DOI: 10.1200/op.22.00122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Patients with cancer residing in geographically rural areas experience lower rates of preventative screening, more advanced disease at presentation, and higher mortality rates compared with urban populations. Although multiple factors contribute, access to transportation has been proposed as a critical barrier affecting timeliness and quality of health care delivery in rural populations. Patients from geographically rural regions may face a variety of transportation barriers, including lack of public transportation, limited access to private vehicles, and increased travel distance to specialized oncologic care. A search using PubMed was conducted to identify articles pertaining to transportation barriers to cancer care and tested interventions in rural patient populations. Studies demonstrate that transportation barriers are associated with delayed follow-up after abnormal screening test results, decreased access to specialized oncology care, and lower rates of receipt of guideline-concordant treatment. Low clinical trial enrollment and variability in survivorship care are also linked to transportation barriers in rural patient populations. Given the demonstrated impact of transportation access on equitable cancer care delivery, several interventions have been tested. Telehealth visits and outreach clinics appear to reduce patient travel burden and increase access to specialized care, and patient navigation programs are effective in connecting patients with local resources, such as free or subsidized nonemergency medical transportation. To ensure equal access to high-quality cancer care and reduce geographic disparities, the design and implementation of tailored, multilevel interventions to address transportation barriers affecting rural communities is critical.
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Affiliation(s)
- Ashley N. Wercholuk
- Division of Surgical Oncology, Department of Surgery, Brody School of Medicine at East Carolina University, Greenville, NC
| | - Alexander A. Parikh
- Division of Surgical Oncology, Department of Surgery, Brody School of Medicine at East Carolina University, Greenville, NC
| | - Rebecca A. Snyder
- Division of Surgical Oncology, Department of Surgery, Brody School of Medicine at East Carolina University, Greenville, NC
- Department of Public Health, Brody School of Medicine at East Carolina University, Greenville, NC
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Pham Nguyen TP, Bravo L, Gonzalez-Alegre P, Willis AW. Geographic Barriers Drive Disparities in Specialty Center Access for Older Adults with Huntington's Disease. J Huntingtons Dis 2022; 11:81-89. [PMID: 35253771 DOI: 10.3233/jhd-210489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Huntington's Disease Society of America Centers of Excellence (HDSA COEs) are primary hubs for Huntington's disease (HD) research opportunities and accessing new treatments. Data on the extent to which HDSA COEs are accessible to individuals with HD, particularly those older or disabled, are lacking. OBJECTIVE To describe persons with HD in the U.S. Medicare program and characterize this population by proximity to an HDSA COE. METHODS We conducted a cross-sectional study of Medicare beneficiaries ages ≥65 with HD in 2017. We analyzed data on benefit entitlement, demographics, and comorbidities. QGis software and Google Maps Interface were employed to estimate the distance from each patient to the nearest HDSA COE, and the proportion of individuals residing within 100 miles of these COEs at the state level. RESULTS Among 9,056 Medicare beneficiaries with HD, 54.5% were female, 83.0% were white; 48.5% were ≥65 years, but 64.9% originally qualified for Medicare due to disability. Common comorbidities were dementia (32.4%) and depression (35.9%), and these were more common in HD vs. non-HD patients. Overall, 5,144 (57.1%) lived within 100 miles of a COE. Race/ethnicity, sex, age, and poverty markers were not associated with below-average proximity to HDSA COEs. The proportion of patients living within 100 miles of a center varied from < 10% (16 states) to > 90% (7 states). Most underserved states were in the Mountain and West Central divisions. CONCLUSION Older Medicare beneficiaries with HD are frequently disabled and have a distinct comorbidity profile. Geographical, rather than sociodemographic factors, define the HD population with limited access to HDSA COEs.
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Affiliation(s)
- Thanh Phuong Pham Nguyen
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Neurology Translational Center for Excellence for Neuroepidemiology and Neurological Outcomes Research, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Licia Bravo
- Xavier University of Louisiana, New Orleans, LA, USA.,Penn Access Summer Scholars Program, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Pedro Gonzalez-Alegre
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Raymond G. Perelman Center for Cellular & Molecular Therapy, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Allison W Willis
- Center for Pharmacoepidemiology Research and Training, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Neurology Translational Center for Excellence for Neuroepidemiology and Neurological Outcomes Research, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.,Leonard Davis Institute of Health Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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22
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Guerra CE, Fleury ME, Byatt LP, Lian T, Pierce L. Strategies to Advance Equity in Cancer Clinical Trials. Am Soc Clin Oncol Educ Book 2022; 42:1-11. [PMID: 35687825 DOI: 10.1200/edbk_350565] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Cancer clinical trials are critical for testing new treatments, yet less than 5% of patients with cancer enroll in these trials. Minority groups, elderly individuals, and rural populations are particularly underrepresented in cancer treatment trials. Strategies for advancing equity in cancer clinical trials for these populations include (1) optimizing clinical trial matching by broadening eligibility criteria, screening all patients for trial eligibility, expanding the number of trials against which patients are screened, and following up on all patient matches with an enrollment invitation; (2) conducting site self-assessments to identify clinical-, patient-, provider-, and system-level barriers that contribute to low rates of clinical trial screening and enrollment; (3) creating a quality improvement plan that addresses the barriers to enrollment and incorporates the use of tools and strategies such as clinical trial checklists; workforce development and trainings to improve cultural competence and reduce unconscious bias; guides to promote community education, outreach and engagement with cancer clinical trials; screening and accrual logs designed to measure participation by demographics; models of informed consent that improve understanding; clinical trial designs that reduce accessibility barriers; use of cancer clinical trial patient navigators; and programs to eliminate barriers to participation and out-of-pocket expenses; and (4) working with stakeholders to develop both protocols that are inclusive of diverse populations' geographic locations, and strategies to access those trials. These actions will support greater access for populations that have remained underrepresented in cancer clinical trials and thereby increase the generalizability and efficiency of cancer research.
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Affiliation(s)
- Carmen E Guerra
- Department of Medicine, Raymond and Ruth Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Mark E Fleury
- American Cancer Society Cancer Action Network, Inc., Washington, DC
| | - Leslie P Byatt
- University of New Mexico Comprehensive Cancer Center, Albuquerque, NM
| | - Tyler Lian
- Department of Medicine, Raymond and Ruth Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Lori Pierce
- Department of Radiation Oncology, School of Medicine, University of Michigan, Ann Arbor, MI
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI
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23
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Schroeder MC, Gao X, Lizarraga I, Kahl AR, Charlton ME. The Impact of Commission on Cancer Accreditation Status, Hospital Rurality and Hospital Size on Quality Measure Performance Rates. Ann Surg Oncol 2022; 29:2527-2536. [PMID: 35067792 DOI: 10.1245/s10434-021-11304-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 12/10/2021] [Indexed: 01/14/2023]
Abstract
BACKGROUND Rural cancer patients receive lower-quality care and experience worse outcomes than urban patients. Commission on Cancer (CoC) accreditation requires hospitals to monitor performance on evidence-based quality measuresPlease confirm the list of authors is correc, but the impact of accreditation is not clear due to lack of data from non-accredited facilities and confounding between patient rurality and hospital accreditation, rurality, and size. METHODS This retrospective, observational study assessed associations between rurality, accreditation, size, and performance rates for four CoC quality measures (breast radiation, breast chemotherapy, colon chemotherapy, colon nodal yield). Iowa Cancer Registry data were queried to identify all eligible patients diagnosed between 2011 and 2017. Cases were assigned to the surgery hospital to calculate performance rates. Univariate and multivariate regression models were fitted to identify patient- and hospital-level predictors and assess trends. RESULTS The study cohort included 10,381 patients; 46% were rural. Compared with urban patients, rural patients more often received treatment at small, rural, and non-accredited facilities (p < 0.001 for all). Rural hospitals had fewer beds and were far less likely to be CoC-accredited than urban hospitals (p < 0.001 for all). On multivariate analysis, CoC accreditation was the strongest, independent predictor of higher hospital performance for all quality measures evaluated (p < 0.05 in each model). Performance rates significantly improved over time only for the colon nodal yield quality measure, and only in urban hospitals. CONCLUSIONS CoC accreditation requires monitoring and evaluating performance on quality measures, which likely contributes to better performance on these measures. Efforts to support rural hospital accreditation may improve existing disparities in rural cancer treatment and outcomes.
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Affiliation(s)
- Mary C Schroeder
- Division of Health Services Research, University of Iowa College of Pharmacy, Iowa City, IA, USA.
| | - Xiang Gao
- Department of Surgery, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Ingrid Lizarraga
- Department of Surgery, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Amanda R Kahl
- Iowa Cancer Registry, University of Iowa College of Public Health, Iowa City, IA, USA
| | - Mary E Charlton
- Iowa Cancer Registry, University of Iowa College of Public Health, Iowa City, IA, USA.,Department of Epidemiology, University of Iowa College of Public Health, Iowa City, IA, USA
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Chileshe M, Bunkley EN, Hunleth J. The Rural Household Production of Health Approach: Applying Lessons from Zambia to Rural Cancer Disparities in the U.S. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19020974. [PMID: 35055795 PMCID: PMC8776173 DOI: 10.3390/ijerph19020974] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 12/14/2021] [Accepted: 01/12/2022] [Indexed: 12/10/2022]
Abstract
The recent focus on rural-urban cancer disparities in the United States (U.S.) requires a comprehensive understanding of the processes and relations that influence cancer care seeking and decision making. This is of particular importance for Black, Latino, and Native populations living in rural areas in the U.S., who remain marginalized in health care spaces. In this article, we describe the household production of health approach (HHPH) as a contextually-sensitive approach to examining health care seeking and treatment decisions and actions. The HHPH approach is based on several decades of research and grounded in anthropological theory on the household, gender, and therapy management. This approach directs analytical attention to how time, money, and social resources are secured and allocated within the household, sometimes in highly unequal ways that reflect and refract broader social structures. To demonstrate the benefits of such an approach to the study of cancer in rural populations in the U.S., we take lessons from our extensive HHPH research in Zambia. Using a case study of a rural household, in which household members had to seek care in a distant urban hospital, we map out what we call a rural HHPH approach to bring into focus the relations, negotiations, and interactions that are central to individual and familial health care seeking behaviors and clinical treatment particular to rural regions. Our aim is to show how such an approach might offer alternative interpretations of existing rural cancer research in the U.S. and also present new avenues for questions and for developing interventions that are more sensitive to people's realities.
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Affiliation(s)
- Mutale Chileshe
- Behavioural Science Unit, Clinical Sciences Department, Michael Chilufya Sata School of Medicine, Copperbelt University, Ndola P.O. Box 21692, Zambia
| | - Emma Nelson Bunkley
- Department of Surgery, Division of Public Health Sciences, Washington University School of Medicine, St. Louis, MO 63110, USA;
| | - Jean Hunleth
- Department of Surgery, Division of Public Health Sciences, Washington University School of Medicine, St. Louis, MO 63110, USA;
- Correspondence:
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25
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LeBlanc G, Lee I, Carretta H, Luo Y, Sinha D, Rust G. Rural-Urban Differences in Breast Cancer Stage at Diagnosis. WOMEN'S HEALTH REPORTS 2022; 3:207-214. [PMID: 35262058 PMCID: PMC8896172 DOI: 10.1089/whr.2021.0082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Accepted: 01/03/2022] [Indexed: 11/13/2022]
Abstract
Purpose: To analyze the extent to which rural-urban differences in breast cancer stage at diagnosis are explained by factors including age, race, tumor grade, receptor status, and insurance status. Methods: Using the National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) 18 database, analysis was performed using data from women aged 50–74 diagnosed with breast cancer between the years 2013 and 2016. Patient rurality of residence was coded according to SEER's Rural-Urban Continuum Code 2013: Large Urban (RUCC 1), Small Urban (RUCC 2,3), and Rural (RUCC 4,5,6,7,8,9). Stage at diagnosis was coded according to SEER's Combined Summary Stage 2000 (2004+) criteria: Localized (0,1), Regional (2,3,4,5), and Distant (7). Descriptive statistics were analyzed, and variations were tested for across rural-urban categories using Kruskall–Wallis and Kendall's tau-b tests. Additionally, odds ratios (ORs) and 95% confidence intervals for the three ordinal levels of rural-urban residence were calculated while adjusting for other independent variables using ordinal logistic regression. Results: The rural residence category showed the largest proportion of women diagnosed with distant stage breast cancer. Additionally, we determined that patients with residence in both large and small urban areas had statistically significantly lower odds of higher stage diagnosis compared to rural patients even after controlling for age, race, tumor grade, receptor status, and insurance status. Conclusions: Rural women with breast cancer show small but statistically significant disparities in stage-at-diagnosis. Further research is needed to understand local area variation in these disparities across a wide range of rural communities, and to identify the most effective interventions to eliminate these disparities.
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Affiliation(s)
- Gabrielle LeBlanc
- Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee, Florida, USA
| | - Inkoo Lee
- Department of Statistics, Florida State University, Tallahassee, Florida, USA
| | - Henry Carretta
- Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee, Florida, USA
| | - Yi Luo
- Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee, Florida, USA
| | - Debajyoti Sinha
- Department of Statistics, Florida State University, Tallahassee, Florida, USA
| | - George Rust
- Department of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee, Florida, USA
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Abstract
Neighborhood has significant implications for breast cancer screening, stage, treatment, and mortality. Patients residing in neighborhoods with high deprivation or rurality face barriers and challenges to accessing and receiving care. Consequently, they experience higher mortality rates than their financially affluent or urban counterparts. There are multiple gaps in the literature on the relationship between place of residence and the use of systemic therapies or emerging surgical strategies for disease management. As the management of breast cancer continues to evolve, additional studies are needed to understand the implications of place on the implementation and dissemination of new and emerging treatment modalities.
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Affiliation(s)
- Samilia Obeng-Gyasi
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, N924 Doan Hall, 410 West 10th, Columbus, OH 43210, USA.
| | - Barnabas Obeng-Gyasi
- Department of Radiology, Duke University Medical Center, 10 Duke Medicine Circle, Durham, NC 27710, USA
| | - Willi Tarver
- Division of Cancer Prevention & Control, Department of Internal Medicine, College of Medicine, The Ohio State University, 460 Medical Center Drive, Room 526, Columbus, OH 43210, USA
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27
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Parikh-Patel A, Morris CR, Kizer KW, Wun T, Keegan THM. Urban-Rural Variations in Quality of Care Among Patients With Cancer in California. Am J Prev Med 2021; 61:e279-e288. [PMID: 34404553 DOI: 10.1016/j.amepre.2021.05.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 04/20/2021] [Accepted: 05/11/2021] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Previous research suggests cancer patients living in rural areas have lower quality of care, but population-based studies have yielded inconsistent results. This study examines the impact of rurality on care quality for 7 cancer types in California. METHODS Breast, ovarian, endometrial, cervix, colon, lung, and gastric cancer patients diagnosed from 2004 to 2017 were identified in the California Cancer Registry. Multivariable logistic regression and proportional hazards models were used to assess effects of residential location on quality of care and survival. Stratified models examined the impact of treatment at National Cancer Institute designated cancer centers (NCICCs). Quality of care was evaluated using Commission on Cancer measures. Medical Service Study Areas were used to assess urban/rural status. Data were collected in 2004-2019 and analyzed in 2020. RESULTS 989,747 cancer patients were evaluated, with 14% living in rural areas. Rural patients had lower odds of receiving radiation after breast conserving surgery compared to urban residents. Colon and gastric cancer patients had 20% and 16% lower odds, respectively, of having optimal surgery. Rural patients treated at NCICCs had greater odds of recommended surgery for most cancer types. Survival was similar among urban and rural subgroups. CONCLUSIONS Rural residence was inversely associated with receipt of recommended surgery for gastric and colon cancer patients not treated at NCICCs, and for receiving recommended radiotherapy after breast conserving surgery regardless of treatment location. Further studies investigating the impact of care location and availability of supportive services on urban-rural differences in quality of care are warranted.
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Affiliation(s)
- Arti Parikh-Patel
- California Cancer Reporting and Epidemiologic Surveillance (CalCARES) Program, UC Davis Comprehensive Cancer Center, UC Davis Health, Sacramento, California.
| | - Cyllene R Morris
- California Cancer Reporting and Epidemiologic Surveillance (CalCARES) Program, UC Davis Comprehensive Cancer Center, UC Davis Health, Sacramento, California
| | | | - Ted Wun
- California Cancer Reporting and Epidemiologic Surveillance (CalCARES) Program, UC Davis Comprehensive Cancer Center, UC Davis Health, Sacramento, California; Center for Oncology Hematology Outcomes Research and Training (COHORT), Division of Hematology and Oncology, University of California Davis School of Medicine, Sacramento, California; UC Davis Clinical and Translational Science Center, UC Davis Health, Sacramento, California
| | - Theresa H M Keegan
- California Cancer Reporting and Epidemiologic Surveillance (CalCARES) Program, UC Davis Comprehensive Cancer Center, UC Davis Health, Sacramento, California; Center for Oncology Hematology Outcomes Research and Training (COHORT), Division of Hematology and Oncology, University of California Davis School of Medicine, Sacramento, California
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28
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Maroongroge S, Wallington DG, Taylor PA, Zhu D, Guadagnolo BA, Smith BD, Yu JB, Ballas LK. Geographic Access to Radiation Therapy Facilities in the United States. Int J Radiat Oncol Biol Phys 2021; 112:600-610. [PMID: 34762972 DOI: 10.1016/j.ijrobp.2021.10.144] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 10/19/2021] [Accepted: 10/22/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND The current distribution of radiation therapy (RT) facilities in the US is not well established. A comprehensive inventory of US RT facilities was last assessed in 2005, based on data from state regulatory agencies and dosimetric quality assurance bodies. We updated this database to characterize population-level measures of geographic access to RT and analyze changes over the past 15 years. METHODS We compiled data from regulatory and accrediting organizations to identify US facilities with linear accelerators used to treat humans in 2018-2020. Addresses were geocoded and analyzed with Geographic Information Services (GIS) software. Geographic access was characterized by assessing the Euclidian distance between zip code tabulation areas (ZCTA)/county centroids and RT facilities. Populations were assigned to each county to estimate the impact of facility changes at the population level. Logistic regressions were performed to identify features associated with increased distance to RT and associated with regions that gained an RT facility between the two time points studied. RESULTS In 2020, a total of 2,313 US RT facilities were reported compared to 1,987 in 2005, representing a 16.4% growth in facilities over nearly 15 years. Based on population attribution to ZCTA centroids, 77.9% of the US population lives within 12.5 miles of an RT facility, and 1.8% of the US population lives more than 50 miles from an RT facility. We found that increased distance to RT was associated with non-metro status, less insurance, older median age, and less populated regions. Between 2005 and 2020, the population living within 12.5 miles from an RT facility increased by 2.1 percentage points, while the population living furthest from RT facilities decreased 0.6 percentage points. Regions with improved geographic RT access are more likely to be higher income and better insured. CONCLUSION 1.8% of the US population has limited geographic access to radiation therapy. We found that people benefiting from improved access to RT facilities are more economically advantaged, suggesting disparities in geographic access may not improve without intervention.
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Affiliation(s)
- Sean Maroongroge
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX.
| | | | - Paige A Taylor
- Imaging and Radiation Oncology Core Houston QA Center, MD Anderson Cancer Center, Houston, TX
| | - Diana Zhu
- Department of Economics, Yale University, New Haven, CT
| | - B Ashleigh Guadagnolo
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Benjamin D Smith
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - James B Yu
- Department of Therapeutic Radiology, Yale University, New Haven, CT; Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) Center, Yale University, New Haven, CT
| | - Leslie K Ballas
- Department of Radiation Oncology, University of Southern California Keck School of Medicine, Los Angeles, CA
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Sprague BL, Ahern TP, Herschorn SD, Sowden M, Weaver DL, Wood ME. Identifying key barriers to effective breast cancer control in rural settings. Prev Med 2021; 152:106741. [PMID: 34302837 PMCID: PMC8545865 DOI: 10.1016/j.ypmed.2021.106741] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 06/01/2021] [Accepted: 07/18/2021] [Indexed: 11/18/2022]
Abstract
Breast cancer is the most common cancer and the second most common cause of cancer mortality among women in the United States. Efforts to promote breast cancer control in rural settings face specific challenges. Access to breast cancer screening, diagnosis, and treatment services is impaired by shortages of primary care and specialist providers, and geographic distance from medical facilities. Women in rural areas have comparable breast cancer mortality rates compared to women in urban settings, but this is due in large part to lower incidence rates and masks a substantial rural/urban disparity in breast cancer survival among women diagnosed with breast cancer. Mammography screening utilization rates are slightly lower among rural women than their urban counterparts, with a corresponding increase in late stage breast cancer. Differences in breast cancer survival persist after controlling for stage at diagnosis, largely due to disparities in access to treatment. Travel distance to treatment centers is the most substantial barrier to improved breast cancer outcomes in rural areas. While numerous interventions have been demonstrated in controlled studies to be effective in promoting treatment access and adherence, widespread dissemination in public health and clinical practice remains lacking. Efforts to improve breast cancer control in rural areas should focus on implementation strategies for improving access to breast cancer treatments.
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Affiliation(s)
- Brian L Sprague
- Vermont Center on Behavior and Health, University of Vermont Larner College of Medicine, Burlington, VT, USA; Department of Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA; University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT, USA; Department of Radiology, University of Vermont Larner College of Medicine, Burlington, VT, USA.
| | - Thomas P Ahern
- Vermont Center on Behavior and Health, University of Vermont Larner College of Medicine, Burlington, VT, USA; Department of Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA; University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Sally D Herschorn
- University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT, USA; Department of Radiology, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Michelle Sowden
- Department of Surgery, University of Vermont Larner College of Medicine, Burlington, VT, USA; University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Donald L Weaver
- University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT, USA; Department of Pathology, University of Vermont Larner College of Medicine, Burlington, VT, USA
| | - Marie E Wood
- Vermont Center on Behavior and Health, University of Vermont Larner College of Medicine, Burlington, VT, USA; University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT, USA; Department of Medicine, University of Vermont Larner College of Medicine, Burlington, VT, USA
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30
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Gutt R, Malhotra S, Hagan MP, Lee SP, Faricy-Anderson K, Kelly MD, Hoffman-Hogg L, Solanki AA, Shapiro RH, Fosmire H, Moses E, Dawson GA. Palliative Radiotherapy Within the Veterans Health Administration: Barriers to Referral and Timeliness of Treatment. JCO Oncol Pract 2021; 17:e1913-e1922. [PMID: 33734865 DOI: 10.1200/op.20.00981] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
PURPOSE Most Veterans Health Administration hospitals do not have radiation oncology (RO) departments on-site. The purpose of this study is to determine the impact of on-site RO on referral patterns and timeliness of palliative radiation therapy (PRT). MATERIALS AND METHODS A survey was sent to medical directors at 149 Veterans Health Administration centers. Questions evaluated frequency of referral for PRT, timeliness of RO consults and treatment, and barriers to referral for PRT. Chi-square analysis was used to evaluate differences between centers that have on-site RO and centers that refer to outside facilities. RESULTS Of 108 respondents, 33 (31%) have on-site RO. Chi-square analysis revealed that RO consult within 1 week is more likely at centers with on-site RO (68% v 31%; P = .01). Centers with on-site RO more frequently deliver PRT for spinal cord compression within 24 hours (94% v 70%; P = .01). Those without on-site RO were more likely to want increased radiation oncologist involvement (64% v 26%; P < .001). Barriers to referral for PRT included patient ability to travel (81%), patient noncompliance (31%), delays in consult and/or treatment (31%), difficulty contacting a radiation oncologist (14%), and concern regarding excessive number of treatments (13%). Respondents with on-site RO less frequently reported delays in consult and/or treatment (6% v 41%; P < .0001) and difficulty contacting a radiation oncologist (0% v 20%; P = .0056) as barriers. CONCLUSION Respondents with on-site RO reported improved communication with radiation oncologists and more timely consultation and treatment initiation. Methods to improve timeliness of PRT for veterans at centers without on-site RO should be considered.
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Affiliation(s)
| | | | | | - Steve P Lee
- VA Long Beach Healthcare System, Long Beach, CA
| | | | | | - Lori Hoffman-Hogg
- VHA National Center for Health Promotion and Disease Prevention, Durham, NC.,Office of Nursing Services, VHACO, Washington, DC
| | | | | | - Helen Fosmire
- Richard L. Roudebush VA Medical Center, Indianapolis, IN
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Longacre CF, Neprash HT, Shippee ND, Tuttle TM, Virnig BA. Travel, Treatment Choice, and Survival Among Breast Cancer Patients: A Population-Based Analysis. WOMEN'S HEALTH REPORTS (NEW ROCHELLE, N.Y.) 2021; 2:1-10. [PMID: 33786524 PMCID: PMC7957915 DOI: 10.1089/whr.2020.0094] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Accepted: 12/11/2020] [Indexed: 01/09/2023]
Abstract
Background: Travel distance to care facilities may shape urban-rural cancer survival disparities by creating barriers to specific treatments. Guideline-supported treatment options for women with early stage breast cancer involves considerations of breast conservation and travel burden: Mastectomy requires travel for surgery, whereas breast-conserving surgery (BCS) with adjuvant radiation therapy (RT) requires travel for both surgery and RT. This provides a unique opportunity to evaluate the impact of travel distance on surgical decisions and receipt of guideline-concordant treatment. Materials and Methods: We included 61,169 women diagnosed with early stage breast cancer between 2004 and 2013 from the Surveillance Epidemiology and End Results (SEER)-Medicare database. Driving distances to the nearest radiation facility were calculated by using Google Maps. We used multivariable regression to model treatment choice as a function of distance to radiation and Cox regression to model survival. Results: Women living farthest from radiation facilities (>50 miles vs. <10 miles) were more likely to undergo mastectomy versus BCS (odds ratio [OR]: 1.48, 95% confidence interval [CI]: 1.22-1.79). Among only those who underwent BCS, women living farther from radiation facilities were less likely to receive guideline-concordant RT (OR: 1.72, 95% CI: 1.32-2.23). These guideline-discordant women had worse overall (hazards ratio [HR]: 1.50, 95% CI: 1.42-1.57) and breast-cancer specific survival (HR: 1.44, 95% CI: 1.29-1.60). Conclusions: We report two breast cancer treatments with different clinical and travel implications to show the association between travel distance, treatment decisions, and receipt of guideline-concordant treatment. Differential access to guideline-concordant treatment resulting from excess travel burden among rural patients may contribute to rural-urban survival disparities among cancer patients.
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Affiliation(s)
- Colleen F. Longacre
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
| | - Hannah T. Neprash
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
| | - Nathan D. Shippee
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
| | - Todd M. Tuttle
- Department of Surgery, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Beth A. Virnig
- Division of Health Policy and Management, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
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Banerjee R, Yi JC, Majhail NS, Jim HSL, Uberti J, Whalen V, Loren AW, Syrjala KL. Driving Distance and Patient-Reported Outcomes in Hematopoietic Cell Transplantation Survivors. Biol Blood Marrow Transplant 2020; 26:2132-2138. [PMID: 32781287 PMCID: PMC7414780 DOI: 10.1016/j.bbmt.2020.08.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 06/26/2020] [Accepted: 08/01/2020] [Indexed: 12/16/2022]
Abstract
Long driving distances to transplantation centers may impede access to care for hematopoietic cell transplantation (HCT) survivors. As a secondary analysis from the multicenter INSPIRE study (NCT01602211), we examined baseline data from relapse-free HCT adult survivors (2 to 10 years after allogeneic or autologous HCT) to investigate the association between driving distances and patient-reported outcome (PRO) measures of distress and physical function. We analyzed predictors of elevated distress and impaired physical function using logistic regression models that operationalized driving distance first as a continuous variable and separately as a dichotomous variable (<100 versus 100+ miles). Of 1136 patients available for analysis from 6 US centers, median driving distance was 82 miles and 44% resided 100+ miles away from their HCT centers. Elevated distress was reported by 32% of patients, impaired physical function by 19%, and both by 12%. Driving distance, whether operationalized as a continuous or dichotomous variable, had no impact on distress or physical function in linear regression modeling (95% confidence interval, 1.00 to 1.00, for both PROs with driving distance as a continuous variable). In contrast, chronic graft-versus-host-disease, lower income, and lack of Internet access independently predicted both elevated distress and impaired physical function. In summary, we found no impact of driving distance on distress and physical function among HCT survivors. Our results have implications for how long-term follow-up care is delivered after HCT, with regard to the negligible impact of driving distances on PROs and also the risk of a "digital divide" worsening outcomes among HCT survivors without Internet access.
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Affiliation(s)
- Rahul Banerjee
- Division of Oncology, Department of Medicine, University of California San Francisco, San Francisco, California.
| | - Jean C Yi
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Navneet S Majhail
- Blood and Marrow Transplant Program, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio
| | - Heather S L Jim
- Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida
| | - Joseph Uberti
- Division of Oncology, Karmanos Cancer Institute/Wayne State University School of Medicine, Detroit, Michigan
| | - Victoria Whalen
- Transplant Data Office, University of Nebraska Medical Center, Omaha, Nebraska
| | - Alison W Loren
- Division of Hematology/Oncology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Karen L Syrjala
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
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Matthews KA, Kahl AR, Gaglioti AH, Charlton ME. Differences in Travel Time to Cancer Surgery for Colon versus Rectal Cancer in a Rural State: A New Method for Analyzing Time-to-Place Data Using Survival Analysis. J Rural Health 2020; 36:506-516. [PMID: 32501619 DOI: 10.1111/jrh.12452] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
PURPOSE Rectal cancer is rarer than colon cancer and is a technically more difficult tumor for surgeons to remove, thus rectal cancer patients may travel longer for specialized treatment compared to colon cancer patients. The purpose of this study was to evaluate whether travel time for surgery was different for colon versus rectal cancer patients. METHODS A secondary data analysis of colorectal cancer (CRC) incidence data from the Iowa Cancer Registry data was conducted. Travel times along a street network from all residential ZIP Codes to all cancer surgery facilities were calculated using a geographic information system. A new method for analyzing "time-to-place" data using the same type of survival analysis method commonly used to analyze "time-to-event" data is introduced. Cox proportional hazard model was used to analyze travel time differences for colon versus rectal cancer patients. RESULTS A total of 5,844 CRC patients met inclusion criteria. Median travel time to the nearest surgical facility was 9 minutes, median travel time to the actual cancer surgery facilities was 22 minutes, and the median number of facilities bypassed was 3. Although travel times to the nearest surgery facilities were not significantly different for colon versus rectal cancer patients, rectal cancer patients on average traveled 15 minutes longer to their actual surgery facility and bypassed 2 more facilities to obtain surgery. DISCUSSION In general, the survival analysis method used to analyze the time-to-place data as described here could be applied to a wide variety of health services and used to compare travel patterns among different groups.
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Affiliation(s)
- Kevin A Matthews
- Division of Population Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Amanda R Kahl
- Department of Epidemiology, Iowa Cancer Registry, University of Iowa College of Public Health, Iowa City, Iowa
| | - Anne H Gaglioti
- National Center for Primary Care, Department of Family Medicine, Morehouse School of Medicine, Atlanta, Georgia
| | - Mary E Charlton
- Department of Epidemiology, Iowa Cancer Registry, University of Iowa College of Public Health, Iowa City, Iowa
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