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Kwon Y, Roberts ET, Cole ES, Degenholtz HB, Jacobs BL, Sabik LM. Effects of Medicaid managed care on early detection of cancer: Evidence from mandatory Medicaid managed care program in Pennsylvania. Health Serv Res 2024; 59:e14348. [PMID: 38958003 PMCID: PMC11366964 DOI: 10.1111/1475-6773.14348] [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: 07/04/2024] Open
Abstract
OBJECTIVE To examine changes in late- versus early-stage diagnosis of cancer associated with the introduction of mandatory Medicaid managed care (MMC) in Pennsylvania. DATA SOURCES AND STUDY SETTING We analyzed data from the Pennsylvania cancer registry (2010-2018) for adult Medicaid beneficiaries aged 21-64 newly diagnosed with a solid tumor. To ascertain Medicaid and managed care status around diagnosis, we linked the cancer registry to statewide hospital-based facility records collected by an independent state agency (Pennsylvania Health Care Cost Containment Council). STUDY DESIGN We leveraged a natural experiment arising from county-level variation in mandatory MMC in Pennsylvania. Using a stacked difference-in-differences design, we compared changes in the probability of late-stage cancer diagnosis among those residing in counties that newly transitioned to mandatory managed care to contemporaneous changes among those in counties with mature MMC programs. DATA COLLECTION/EXTRACTION METHODS N/A. PRINCIPAL FINDINGS Mandatory MMC was associated with a reduced probability of late-stage cancer diagnosis (-3.9 percentage points; 95% CI: -7.2, -0.5; p = 0.02), particularly for screening-amenable cancers (-5.5 percentage points; 95% CI: -10.4, -0.6; p = 0.03). We found no significant changes in late-stage diagnosis among non-screening amenable cancers. CONCLUSIONS In Pennsylvania, the implementation of mandatory MMC for adult Medicaid beneficiaries was associated with earlier stage of diagnosis among newly diagnosed cancer patients with Medicaid, especially those diagnosed with screening-amenable cancers. Considering that over half of the sample was diagnosed with late-stage cancer even after the transition to mandatory MMC, Medicaid programs and managed care organizations should continue to carefully monitor receipt of cancer screening and design strategies to reduce barriers to guideline-concordant screening or diagnostic procedures.
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Affiliation(s)
- Youngmin Kwon
- Department of Health Policy & ManagementUniversity of Pittsburgh School of Public HealthPittsburghPennsylvaniaUSA
| | - Eric T. Roberts
- Department of General Internal MedicinePerelman School of Medicine at University of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Evan S. Cole
- Department of Health Policy & ManagementUniversity of Pittsburgh School of Public HealthPittsburghPennsylvaniaUSA
| | - Howard B. Degenholtz
- Department of Health Policy & ManagementUniversity of Pittsburgh School of Public HealthPittsburghPennsylvaniaUSA
| | - Bruce L. Jacobs
- Department of Urology, Division of Health Services ResearchUniversity of Pittsburgh School of MedicinePittsburghPennsylvaniaUSA
| | - Lindsay M. Sabik
- Department of Health Policy & ManagementUniversity of Pittsburgh School of Public HealthPittsburghPennsylvaniaUSA
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Patient and provider-level drivers of healthcare utilization related to a diagnosis of a precancerous condition: monoclonal gammopathy of undetermined significance (MGUS). Cancer Causes Control 2023; 34:449-457. [PMID: 36853428 DOI: 10.1007/s10552-023-01675-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Accepted: 02/06/2023] [Indexed: 03/01/2023]
Abstract
PURPOSE Monoclonal gammopathy of undetermined significance (MGUS) is the precursor of multiple myeloma. This qualitative study described patient (n = 14) experiences and healthcare providers' (n = 8) opinions and practices concerning care for patients with MGUS in the US. METHODS Semi-structured, in-depth interviews were analyzed using thematic analysis. RESULTS We identified six overarching themes related to the care pathway for patients with MGUS: (1) Process of MGUS diagnosis, (2) Providers' explanations, (3) Patients' understanding, (4) Impact of the diagnosis, (5) Follow-up/management, and (6) Factors influencing healthcare utilization. Patients demonstrated a basic understanding of MGUS. However, some patients felt anxiety around the diagnosis, which may affect other aspects of their lives. Non-hematologist providers report having less MGUS-specific knowledge. Older age, high-risk MGUS, and insurance coverage/healthcare costs influenced healthcare utilization. CONCLUSION Patients with MGUS may have difficulty processing this premalignant diagnosis. Non-hematologist providers may have gaps in knowledge around specific care for patients with MGUS.
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Doose M, Verhoeven D, Sanchez JI, McGee-Avila JK, Chollette V, Weaver SJ. Clinical Multiteam System Composition and Complexity Among Newly Diagnosed Early-Stage Breast, Colorectal, and Lung Cancer Patients With Multiple Chronic Conditions: A SEER-Medicare Analysis. JCO Oncol Pract 2023; 19:e33-e42. [PMID: 36473151 PMCID: PMC10166428 DOI: 10.1200/op.22.00304] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 09/23/2022] [Accepted: 09/30/2022] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Sixty percent of adults have multiple chronic conditions at cancer diagnosis. These patients may require a multidisciplinary clinical team-of-teams, or a multiteam system (MTS), of high-complexity involving multiple specialists and primary care, who, ideally, coordinate clinical responsibilities, share information, and align clinical decisions to ensure comprehensive care needs are managed. However, insights examining MTS composition and complexity among individuals with cancer and comorbidities at diagnosis using US population-level data are limited. METHODS Using SEER-Medicare data (2006-2016), we identified newly diagnosed patients with breast, colorectal, or lung cancer who had a codiagnosis of cardiopulmonary disease and/or diabetes (n = 75,201). Zaccaro's theory-based classification of MTSs was used to categorize clinical MTS complexity in the 4 months following cancer diagnosis: high-complexity (≥ 4 clinicians from ≥ 2 specialties) and low-complexity (1-3 clinicians from 1-2 specialties). We describe the proportions of patients with different MTS compositions and quantify the incidence of high-complexity MTS care by patient groups. RESULTS The most common MTS composition was oncology with primary care (37%). Half (50.3%) received high-complexity MTS care. The incidence of high-complexity MTS care for non-Hispanic Black and Hispanic patients with cancer was 6.7% (95% CI, -8.0 to -5.3) and 4.7% (95% CI, -6.3 to -3.0) lower than non-Hispanic White patients with cancer; 13.1% (95% CI, -14.1 to -12.2) lower for rural residents compared with urban; 10.4% (95% CI, -11.2 to -9.5) lower for dual Medicaid-Medicare beneficiaries compared with Medicare-only; and 16.6% (95% CI, -17.5 to -15.8) lower for colorectal compared with breast cancer. CONCLUSION Incidence differences of high-complexity MTS care were observed among cancer patients with multiple chronic conditions from underserved populations. The results highlight the need to further understand the effects of and mechanisms through which care team composition, complexity, and functioning affect care quality and outcomes.
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Affiliation(s)
- Michelle Doose
- Division of Clinical and Health Services Research, National Institute on Minority Health and Health Disparities, Bethesda, MD
| | - Dana Verhoeven
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Janeth I Sanchez
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Jennifer K McGee-Avila
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
- Infections and Immunoepidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD
| | - Veronica Chollette
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
| | - Sallie J Weaver
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD
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Anastos-Wallen RE, Mitra N, Coburn BW, Shultz K, Rhodes C, Snider C, Eberly L, Adusumalli S, Chaiyachati KH. Primary Care Appointment Completion Rates and Telemedicine Utilization Among Black and Non-Black Patients from 2019 to 2020. Telemed J E Health 2022; 28:1786-1795. [PMID: 35501950 PMCID: PMC9805847 DOI: 10.1089/tmj.2022.0104] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 03/07/2022] [Accepted: 03/10/2022] [Indexed: 01/13/2023] Open
Abstract
Objective: To understand how differences in primary care appointment completion rates between Black and non-Black patients changed in 2020 within the context of the COVID-19 pandemic and when telemedicine utilization peaked. Materials and Methods: We conducted a retrospective cohort study using the electronic health record from January 1 to December 31, 2020, among all adults scheduled for a primary care appointment within a large academic medical center. We used mixed-effects logistic regression to estimate adjusted appointment completion rates for Black patients compared with those for non-Black patients in 2020 as compared with those in 2019 within four time periods: (1) prepandemic (January 1, 2020, to March 12, 2020), (2) shutdown (March 13, 2020, to June 3, 2020), (3) reopening (June 4, 2020, to September 30, 2020), and (4) second wave (October 1, 2020, to December 31, 2020). Results: Across 1,947,399 appointments, differences in appointment completion rates between Black and non-Black patients improved in all time periods: +1.4 percentage points prepandemic (95% confidence interval [CI]: +0.8 to +2.0), +11.7 percentage points during shutdown (95% CI: +11.0 to +12.3), +8.2 percentage points during reopening (95% CI: +7.8 to +8.7), and +7.1 percentage points during second wave (95% CI: +6.4 to +7.8) (all p-values <0.001). The types of conditions managed by primary care shifted during the shutdown period, but the remainder of 2020 mirrored those from 2019. Discussion: Racial differences in appointment completion rates narrowed significantly in 2020 even as the mix of disease conditions began to mirror patterns observed in 2019. Conclusions and Relevance: Telemedicine may be an important tool for improving access to primary care for Black patients. These findings should be key considerations as regulators and payors determine telemedicine's future.
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Affiliation(s)
- Rebecca E. Anastos-Wallen
- Department of Medicine and Epidemiology, and Informatics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Oak Street Health, Philadelphia, Pennsylvania, USA
| | - Nandita Mitra
- Department of Biostatistics, Epidemiology, and Informatics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Brian W. Coburn
- Department of Medicine and Epidemiology, and Informatics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Kaitlyn Shultz
- Division of General Internal Medicine, Department of Medicine, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Corinne Rhodes
- Department of Medicine and Epidemiology, and Informatics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Division of General Internal Medicine, Department of Medicine, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Christopher Snider
- Penn Medicine Center for Health Care Innovation, Philadelphia, Pennsylvania, USA
| | - Lauren Eberly
- Department of Medicine and Epidemiology, and Informatics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Division of Cardiovascular Medicine, Department of Medicine, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Srinath Adusumalli
- Department of Medicine and Epidemiology, and Informatics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Penn Medicine Center for Health Care Innovation, Philadelphia, Pennsylvania, USA
- Division of Cardiovascular Medicine, Department of Medicine, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Krisda H. Chaiyachati
- Department of Medicine and Epidemiology, and Informatics, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Division of General Internal Medicine, Department of Medicine, The University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Penn Medicine Center for Health Care Innovation, Philadelphia, Pennsylvania, USA
- Penn Medicine OnDemand, Philadelphia, Pennsylvania, USA
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Schiel K. What is a Primary Care Doctor's Work Worth? MISSOURI MEDICINE 2022; 119:206-207. [PMID: 36035571 PMCID: PMC9324727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Affiliation(s)
- Kimberly Schiel
- Professor and Interim Chair, Department of Family and Community Medicine, Saint Louis University School of Medicine, St. Louis, Missouri
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Castañeda-Avila MA, Lapane KL, Person SD, Jesdale BM, Zhou Y, Mazor KM, Epstein MM. Differences in Hospital, Emergency Room and Outpatient Visits Among Adults With and Without Monoclonal Gammopathy of Undetermined Significance. Cancer Control 2022; 29:10732748221126936. [PMID: 36112886 PMCID: PMC9478713 DOI: 10.1177/10732748221126936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
INTRODUCTION This study evaluated the impact of receiving a monoclonal gammopathy of undetermined significance (MGUS) diagnosis on healthcare utilization from patients at a community-based multispecialty provider organization. METHODS A cohort of patients with MGUS (n = 429) were matched on sex, age, and length of enrollment to a cohort of patients without MGUS (n = 1286). Healthcare utilization was assessed: 1-12 months before, 1 month before and after, and 1-12 months after diagnosis/index date. Multivariable conditional Poisson models compared change in utilization of each service in patients with and without MGUS. RESULTS During the 2 months around diagnosis/index date, the rates of emergency room, hospital and outpatient visits were higher for patients with MGUS than patients without MGUS. In the year before MGUS diagnosis, the association was still elevated, although attenuated. CONCLUSION Understanding the care of MGUS patients is important given that multiple myeloma patients with a pre-existing MGUS diagnosis may have a better prognosis.
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Affiliation(s)
- Maira A Castañeda-Avila
- Department of Population and Quantitative Health Sciences, 12262University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Kate L Lapane
- Department of Population and Quantitative Health Sciences, 12262University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Sharina D Person
- Department of Population and Quantitative Health Sciences, 12262University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Bill M Jesdale
- Department of Population and Quantitative Health Sciences, 12262University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Yanhua Zhou
- Meyers Health Care Institute, a Joint Endeavor of the University of Massachusetts Medical Chan School, Fallon Health, and Reliant Medical Group, Worcester, MA, USA
| | - Kathleen M Mazor
- Meyers Health Care Institute, a Joint Endeavor of the University of Massachusetts Medical Chan School, Fallon Health, and Reliant Medical Group, Worcester, MA, USA.,Division of Geriatric Medicine, Department of Medicine, 12262University of Massachusetts Medical Chan School, Worcester, MA, USA
| | - Mara M Epstein
- Meyers Health Care Institute, a Joint Endeavor of the University of Massachusetts Medical Chan School, Fallon Health, and Reliant Medical Group, Worcester, MA, USA.,Division of Geriatric Medicine, Department of Medicine, 12262University of Massachusetts Medical Chan School, Worcester, MA, USA
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Boakye D, Günther K, Niedermaier T, Haug U, Ahrens W, Nagrani R. Associations between comorbidities and advanced stage diagnosis of lung, breast, colorectal, and prostate cancer: A systematic review and meta-analysis. Cancer Epidemiol 2021; 75:102054. [PMID: 34773768 DOI: 10.1016/j.canep.2021.102054] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 09/30/2021] [Accepted: 10/20/2021] [Indexed: 12/20/2022]
Abstract
Comorbidities and advanced stage diagnosis (ASD) are both associated with poorer cancer outcomes, but the association between comorbidities and ASD is poorly understood. We summarized epidemiological evidence on the association between comorbidities and ASD of selected cancers in a systematic review and meta-analysis. We searched PubMed and Web of Science databases up to June 3rd, 2021 for studies assessing the association between comorbidities and ASD of lung, breast, colorectal, or prostate cancer. Summary odds ratios (ORs) and 95% confidence intervals (95%CIs) were calculated using random-effects models. Also, potential variations in the associations between comorbidities and ASD by cancer type were investigated using random-effects meta-regression. Thirty-seven studies were included in this review, including 8,069,397 lung, breast, colorectal, and prostate cancer patients overall. The Charlson comorbidity index score was positively associated with ASD (stages III-IV) of breast cancer but was inversely associated with ASD of lung cancer (pinteraction = 0.004). Regarding specific comorbidities, diabetes was positively associated with ASD (OR = 1.17, 95%CI = 1.09-1.26), whereas myocardial infarction was inversely associated with ASD (OR = 0.84, 95%CI = 0.75-0.95). The association between renal disease and ASD differed by cancer type (pinteraction < 0.001). A positive association was found with prostate cancer (OR = 2.02, 95%CI = 1.58-2.59) and an inverse association with colorectal cancer (OR = 0.84, 95%CI = 0.70-1.00). In summary, certain comorbidities (e.g., diabetes) may be positively associated with ASD of several cancer types. It needs to be clarified whether closer monitoring for early cancer signs or screening in these patients is reasonable, considering the problem of over-diagnosis particularly relevant in patients with short remaining life expectancy such as those with comorbidities. Also, evaluation of the cost-benefit relationship of cancer screening according to the type and severity of comorbidity (rather than summary scores) may be beneficial for personalized cancer screening in populations with chronic diseases.
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Affiliation(s)
- Daniel Boakye
- Department of Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany.
| | - Kathrin Günther
- Department of Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
| | - Tobias Niedermaier
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Ulrike Haug
- Department of Clinical Epidemiology, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany; Faculty of Human and Health Sciences, University of Bremen, Bremen, Germany
| | - Wolfgang Ahrens
- Department of Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany; Institute of Statistics, Faculty of Mathematics and Computer Science, University of Bremen, Bremen, Germany
| | - Rajini Nagrani
- Department of Epidemiological Methods and Etiological Research, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
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Sala DCP, Okuno MFP, Taminato M, Castro CPD, Louvison MCP, Tanaka OY. Breast cancer screening in Primary Health Care in Brazil: a systematic review. Rev Bras Enferm 2021; 74:e20200995. [PMID: 34259730 DOI: 10.1590/0034-7167-2020-0995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Accepted: 02/07/2021] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVES to analyze care strategies for breast cancer screening in Primary Health Care in Brazil. METHODS this is a systematic review following the Cochrane Collaboration recommendations. RESULTS among 355 manuscripts, five were eligible. The patient navigation program by Community Health Agent stood out with the best result, among the strategies: flexibility of goals considering viability; community engagement; team training; active search of the target population by Community Health Agent; request for mammography by physicians; actions integrated to women's health; monitoring of mammography results, absent users, and population coverage by physician and nurse; and assessment of criteria for requesting screening mammography by means of an information system. The population coverage rate in the program ranged from 23% to 88%. CONCLUSIONS Primary Health Care in Brazil presents devices with potential to induce the production of care for breast cancer screening.
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Affiliation(s)
| | | | - Monica Taminato
- Universidade Federal de São Paulo. São Paulo, São Paulo, Brazil
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McDermott JD, Eguchi M, Morgan R, Amini A, Goddard JA, Borrayo EA, Karam SD. Elderly Black Non-Hispanic Patients With Head and Neck Squamous Cell Cancer Have the Worst Survival Outcomes. J Natl Compr Canc Netw 2020; 19:57-67. [PMID: 32987364 DOI: 10.6004/jnccn.2020.7607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 06/22/2020] [Indexed: 11/17/2022]
Abstract
BACKGROUND In this population study, we compared head and neck cancer (HNC) prognosis and risk factors in 2 underserved minority groups (Hispanic and Black non-Hispanic patients) with those in other racial/ethnicity groups. METHODS In this SEER-Medicare database study in patients with HNC diagnosed in 2006 through 2015, we evaluated cancer-specific survival (CSS) between different racial/ethnic cohorts as the main outcome. Patient demographics, tumor factors, socioeconomic status, and treatments were analyzed in relation to the primary outcomes between racial/ethnic groups. RESULTS Black non-Hispanic patients had significantly worse CSS than all other racial/ethnic groups, including Hispanic patients, in unadjusted univariate analysis (Black non-Hispanic patients: hazard ratio, 1.48; 95% CI, 1.33-1.65; Hispanic patients: hazard ratio, 1.12; 95% CI, 0.99-1.28). To investigate the association of several variables with CSS, data were stratified for multivariate analysis using forward Cox regression. This identified socioeconomic status, cancer stage, and receipt of treatment as predictive factors for the survival differences. Black non-Hispanic patients were most likely to present at a later stage (odds ratio, 1.62; 95% CI, 1.38-1.90) and to receive less treatment (odds ratio, 0.67; 95% CI, 0.55-0.81). Unmarried status, high poverty areas, increased emergency department visits, and receipt of healthcare at non-NCI/nonteaching hospitals also significantly impacted stage and treatment. CONCLUSIONS Black non-Hispanic patients have a worse HNC prognosis than patients in all other racial/ethnic groups, including Hispanic patients. Modifiable risk factors include access to nonemergent care and prevention measures, such as tobacco cessation; presence of social support; communication barriers; and access to tertiary centers for appropriate treatment of their cancers.
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Affiliation(s)
| | - Megan Eguchi
- Department of Health Systems, Management and Policy, and
| | - Rustain Morgan
- Department of Radiology, University of Colorado Anschutz School of Medicine, Aurora, Colorado
| | - Arya Amini
- Department of Radiation Oncology, City of Hope, Duarte, California; and
| | | | | | - Sana D Karam
- Department of Radiation Oncology, University of Colorado Anschutz School of Medicine, Aurora, Colorado
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Accordino MK, Wright JD, Buono D, Lin A, Huang Y, Neugut AI, Hillyer GC, Hershman DL. Incidence and Predictors of Diabetes Mellitus after a Diagnosis of Early-Stage Breast Cancer in the Elderly Using Real-World Data. Breast Cancer Res Treat 2020; 183:201-211. [PMID: 32591988 PMCID: PMC8403515 DOI: 10.1007/s10549-020-05756-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Accepted: 06/16/2020] [Indexed: 12/11/2022]
Abstract
PURPOSE The incidence and predictors of diabetes (DM) in patients with breast cancer (BC) were evaluated. We compared DM incidence and physician access in BC patients to matched controls. METHODS We identified women with stage I-III BC diagnosed from 2005 to 2013 in the SEER-Medicare database, with ≥ 2 years of follow-up after diagnosis, without previous DM claims. Incident DM was determined by ≥ 1 DM claims after BC diagnosis. Multivariable analysis was used to identify factors associated with incident DM. Age- and race-matched non-cancer controls were obtained from a 5% random sample and assigned an index date. Physician and PCP visits per-patient-per-year were compared between cases and controls in the two-year period prior to and after the index date. RESULTS Among 14,506 eligible BC patients, 3234 (22.3%) developed DM versus 16.5% of controls. Among BC patients, factors associated with incident DM included race (Black OR 1.63 95% CI 1.39-1.93, Hispanic OR 3.03 95% CI 1.92-4.81; vs. Caucasians), SES (Quintile 0 vs. Quintile 4 OR 1.55 95% CI 1.33-1.78), and receipt of chemotherapy (vs. none OR 1.19 95% CI 1.08-1.31). Among cases and controls, respectively, median physician visits per-patient-per-year were 19 and 17 prior to the index date, and 46 and 19 after the index date; median PCP visits were 2 for both groups in both periods. CONCLUSION About 22% of BC patients developed DM, more than controls in the same period. While there were differences in healthcare access, there weren't differences in PCP access between groups. This represents an opportunity for better comorbidity management in BC patients.
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Affiliation(s)
- Melissa K Accordino
- Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University College of Physicians and Surgeons, New York, NY, USA.
| | - Jason D Wright
- Herbert Irving Comprehensive Cancer Center, Columbia University College of Physicians and Surgeons, New York, NY, USA
- Department of Obstetrics and Gynecology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Donna Buono
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Aijing Lin
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Yongmei Huang
- Department of Obstetrics and Gynecology, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Alfred I Neugut
- Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University College of Physicians and Surgeons, New York, NY, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Grace C Hillyer
- Herbert Irving Comprehensive Cancer Center, Columbia University College of Physicians and Surgeons, New York, NY, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Dawn L Hershman
- Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University College of Physicians and Surgeons, New York, NY, USA
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
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Tsui J, DeLia D, Stroup AM, Nova J, Kulkarni A, Ferrante JM, Cantor JC. Association of Medicaid enrollee characteristics and primary care utilization with cancer outcomes for the period spanning Medicaid expansion in New Jersey. Cancer 2018; 125:1330-1340. [DOI: 10.1002/cncr.31824] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Revised: 08/30/2018] [Accepted: 09/28/2018] [Indexed: 12/19/2022]
Affiliation(s)
- Jennifer Tsui
- Cancer Institute of New Jersey Rutgers, the State University of New Jersey New Brunswick New Jersey
- School of Public Health Rutgers, the State University of New Jersey Piscataway New Jersey
| | - Derek DeLia
- MedStar Health Research Institute Hyattsville Maryland
| | - Antoinette M. Stroup
- Cancer Institute of New Jersey Rutgers, the State University of New Jersey New Brunswick New Jersey
- School of Public Health Rutgers, the State University of New Jersey Piscataway New Jersey
- New Jersey State Cancer Registry New Jersey Department of Health Trenton New Jersey
| | - Jose Nova
- Center for State Health Policy Rutgers, the State University of New Jersey New Brunswick New Jersey
| | - Aishwarya Kulkarni
- Cancer Institute of New Jersey Rutgers, the State University of New Jersey New Brunswick New Jersey
- New Jersey State Cancer Registry New Jersey Department of Health Trenton New Jersey
| | - Jeanne M. Ferrante
- Department of Family Medicine, Robert Wood Johnson Medical School Rutgers, the State University of New Jersey New Brunswick New Jersey
| | - Joel C. Cantor
- Center for State Health Policy Rutgers, the State University of New Jersey New Brunswick New Jersey
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Prieto D, Soto-Ferrari M, Tija R, Peña L, Burke L, Miller L, Berndt K, Hill B, Haghsenas J, Maltz E, White E, Atwood M, Norman E. Literature review of data-based models for identification of factors associated with racial disparities in breast cancer mortality. Health Syst (Basingstoke) 2018; 8:75-98. [PMID: 31275571 PMCID: PMC6598506 DOI: 10.1080/20476965.2018.1440925] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 01/29/2018] [Accepted: 02/08/2018] [Indexed: 01/03/2023] Open
Abstract
In the United States, early detection methods have contributed to the reduction of overall breast cancer mortality but this pattern has not been observed uniformly across all racial groups. A vast body of research literature shows a set of health care, socio-economic, biological, physical, and behavioural factors influencing the mortality disparity. In this paper, we review the modelling frameworks, statistical tests, and databases used in understanding influential factors, and we discuss the factors documented in the modelling literature. Our findings suggest that disparities research relies on conventional modelling and statistical tools for quantitative analysis, and there exist opportunities to implement data-based modelling frameworks for (1) exploring mechanisms triggering disparities, (2) increasing the collection of behavioural data, and (3) monitoring factors associated with the mortality disparity across time.
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Affiliation(s)
- Diana Prieto
- College of Engineering and Applied Sciences, Western Michigan University, Kalamazoo, MI, USA
- Johns Hopkins Carey Business School, Baltimore, MD, USA
| | - Milton Soto-Ferrari
- College of Engineering and Applied Sciences, Western Michigan University, Kalamazoo, MI, USA
- Department of Marketing and Operations, Scott College of Business, Terre Haute, IN, USA
| | - Rindy Tija
- College of Engineering and Applied Sciences, Western Michigan University, Kalamazoo, MI, USA
| | - Lorena Peña
- College of Engineering and Applied Sciences, Western Michigan University, Kalamazoo, MI, USA
| | - Leandra Burke
- Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
| | - Lisa Miller
- Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
| | - Kelsey Berndt
- Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
| | - Brian Hill
- Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
| | - Jafar Haghsenas
- Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
| | - Ethan Maltz
- Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
| | - Evan White
- Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
| | - Maggie Atwood
- Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
| | - Earl Norman
- Western Michigan University Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
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Creating a National Provider Identifier (NPI) to Unique Physician Identification Number (UPIN) Crosswalk for Medicare Data. Med Care 2017; 55:e113-e119. [PMID: 29135774 DOI: 10.1097/mlr.0000000000000462] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
INTRODUCTION Many health services researchers are interested in assessing long term, individual physician treatment patterns, particularly for cancer care. In 2007, Medicare changed the physician identifier used on billed services from the Unique Physician Identification Number (UPIN) to the National Provider Identifier (NPI), precluding the ability to use Medicare claims data to evaluate individual physician treatment patterns across this transition period. METHODS Using the 2007-2008 carrier (physician) claims from the linked Surveillance, Epidemiology and End Results (SEER) cancer registry-Medicare data and Medicare's NPI and UPIN Directories, we created a crosswalk that paired physician NPIs included in SEER-Medicare data with UPINs. We evaluated the ability to identify an NPI-UPIN match by physician sex and specialty. RESULTS We identified 470,313 unique NPIs in the 2007-2008 SEER-Medicare carrier claims and found a UPIN match for 90.1% of these NPIs (n=423,842) based on 3 approaches: (1) NPI and UPIN coreported on the SEER-Medicare claims; (2) UPINs reported on the NPI Directory; or (3) a name match between the NPI and UPIN Directories. A total of 46.6% (n=219,315) of NPIs matched to the same UPIN across all 3 approaches, 34.1% (n=160,277) agreed across 2 approaches, and 9.4% (n=44,250) had a match identified by 1 approach only. NPIs were paired to UPINs less frequently for women and primary care physicians compared with other specialists. DISCUSSION National Cancer Institute has created a crosswalk resource available to researchers that links NPIs and UPINs based on the SEER-Medicare data. In addition, the documented process could be used to create other NPI-UPIN crosswalks using data beyond SEER-Medicare.
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Bar-Dayan Y, Boaz M, Landau Z, Zeev F, Jakubowicz D, Wainstein J. Using a public health station for screening of undiagnosed dysglycemia and hypertension. Prim Care Diabetes 2016; 10:324-328. [PMID: 26968251 DOI: 10.1016/j.pcd.2016.02.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Revised: 02/04/2016] [Accepted: 02/05/2016] [Indexed: 11/15/2022]
Abstract
AIM Dysglycemia, diabetes and abnormal blood pressure screening can be conducted by trained volunteers and may identify unknown cases. The aim of the study was to examine the feasibility and effectiveness of operating a screening station in pubic setting supervised by diabetes unit. METHODS A cross-sectional analysis of a program offering free screening services to non-hospitalized subjects. From 1.1.2011 through 31.12.2013 trained volunteers measured height, weight, blood glucose and blood pressure at the main entrance of the hospital. Subjects were asked whether they had diabetes or hypertension. Dysglycemia was defined as blood glucose 141-199mg/dL and probable newly-identified diabetes as ≥200mg/dL. RESULTS 13,112 adults underwent screening. Among the screened individuals (age 55.3±14.9 years) 2215 (16.9%) reported diabetes and 3037 (23.2%) hypertension. Among subjects without known hypertension, 9.6% had blood pressure ≥140/90. Among the subjects without known diabetes, 5012 (46%) had glucose ≤110mg/dL, 2873 (26.4%) ≥126mg/dL, 1553 (14.3%) >140mg/dL and 170 (1.6%) ≥200mg/dL. Compared to subjects with blood glucose ≤140mg/dL, those with dysglycemia or diabetes were older (58.9±13.4 vs. 52.7±15.2 years, P<0.001), had elevated BMI (27.5±4.6kg/m(2) vs. 26.6±4.6kg/m(2), P<0.001), higher systolic (137.5±22.2mmHg vs. 132.2±21.3mmHg, P<0.001) and diastolic blood pressure (80.3±15.6mmHg vs. 78.6±13.7mmHg, P<0.001). Compared to subjects with blood glucose<200mg/dL, those with probable newly-identified diabetes were older (58.6±10.9 vs. 53.5±15.2, P<0.001), had elevated BMI (28.4±4.8kg/m(2) vs. 26.7±4.6kg/m(2), P<0.001), higher systolic (139.4±24.0mmHg vs. 132.8±21.4mmHg, P<0.001) and diastolic blood pressure (85.4±20.7mmHg vs. 78.8±13.9mmHg, P<0.001). CONCLUSIONS Screening supervised by healthcare center can identify individuals at high-risk for dysglycemia and abnormal blood pressure, who are referred for further diagnosis and treatment and may serve as a complementary step in primary health care setting.
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Affiliation(s)
- Yosefa Bar-Dayan
- Diabetes Unit, Wolfson Medical Center, Holon, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - Mona Boaz
- Epidemiology and Research Unit, Wolfson Medical Center, Holon, Israel; Ariel University, Ariel, Israel
| | - Zohar Landau
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Pediatric Endocrinology Unit, Wolfson Medical Center, Holon, Israel
| | - Feldbrin Zeev
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Diabetes Foot Care Unit, Wolfson Medical Center, Holon, Israel
| | - Daniela Jakubowicz
- Diabetes Unit, Wolfson Medical Center, Holon, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Julio Wainstein
- Diabetes Unit, Wolfson Medical Center, Holon, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Duarte CW, Black AW, Lucas FL, Vary CPH. Cancer incidence in patients with hereditary hemorrhagic telangiectasia. J Cancer Res Clin Oncol 2016; 143:209-214. [PMID: 27638773 DOI: 10.1007/s00432-016-2272-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 09/12/2016] [Indexed: 12/24/2022]
Abstract
PURPOSE Hereditary hemorrhagic telangiectasia (HHT) is a genetic disorder characterized by deficiency in endoglin, an angiogenic protein. We previously showed that HHT, in which systemic endoglin expression is reduced, was associated with better survival outcomes in cancer patients (Duarte et al. in Cancer Epidemiol Biomarkers Prev 23:117-125, 2014). Here, we evaluated whether HHT was associated with reduced cancer incidence. METHODS A matched case-control analysis using SEER Medicare was conducted to evaluate the effect of HHT on diagnosis with breast, colorectal, lung, or prostate cancer between 2000 and 2007 (n = 633,162). Cancer and non-cancer patients were matched on age, sex, SEER registry region, and length of the ascertainment period for HHT. We assessed crude association using a McNemar's test and then adjusted for demographic variables, cancer type, cancer stage, comorbidities, and ascertainment period with a conditional logistic regression model for cancer incidence. RESULTS The McNemar's test showed no significant association between HHT and cancer incidence (p = 0.74). Adjusting for covariates with the conditional logistic regression model did not change the result [HHT odds ratio 0.978; 95 % CI (0.795, 1.204)]. The lack of association between HHT and cancer incidence is unexpected given the previously discovered significant association between HHT and improved survival outcomes (Duarte et al. in Cancer Epidemiol Biomarkers Prev 23:117-125, 2014). CONCLUSIONS We conclude that the protective effect of reduced systemic endoglin expression in cancer is specific to cancer progression through its effect on vascularization and other stromal effects but does not extend to cancer initiation.
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Affiliation(s)
- Christine W Duarte
- Center for Outcomes Research and Evaluation, Maine Medical Center Research Institute, 509 Forest Ave. Suite 200, Portland, ME, USA.
| | - Adam W Black
- Center for Outcomes Research and Evaluation, Maine Medical Center Research Institute, 509 Forest Ave. Suite 200, Portland, ME, USA
| | - F Lee Lucas
- Center for Outcomes Research and Evaluation, Maine Medical Center Research Institute, 509 Forest Ave. Suite 200, Portland, ME, USA
| | - Calvin P H Vary
- Center for Molecular Medicine, Maine Medical Center Research Institute, Scarborough, ME, USA
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Michael Allan G. Should primary care guidelines be written by family physicians? YES. CANADIAN FAMILY PHYSICIAN MEDECIN DE FAMILLE CANADIEN 2016; 62:705-706. [PMID: 27629659 PMCID: PMC5023334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Affiliation(s)
- G Michael Allan
- Professor and Director of Evidence-Based Medicine in the Department of Family Medicine at the University of Alberta in Edmonton.
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Michael Allan G. [Les lignes directrices en soins primaires devraient-elles être rédigées par des médecins de famille? OUI]. CANADIAN FAMILY PHYSICIAN MEDECIN DE FAMILLE CANADIEN 2016; 62:708-10. [PMID: 27629661 PMCID: PMC5023336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Affiliation(s)
- G Michael Allan
- Professeur et directeur de la médecine fondée sur des données probantes au Département de médecine familiale de l'Université de l'Alberta à Edmonton.
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18
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Hussain T, Chang HY, Luu NP, Pollack CE. The Value of Continuity between Primary Care and Surgical Care in Colon Cancer. PLoS One 2016; 11:e0155789. [PMID: 27219454 PMCID: PMC4878733 DOI: 10.1371/journal.pone.0155789] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2016] [Accepted: 04/10/2016] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Improving continuity between primary care and cancer care is critical for improving cancer outcomes and curbing cancer costs. A dimension of continuity, we investigated how regularly patients receive their primary care and surgical care for colon cancer from the same hospital and whether this affects mortality and costs. METHODS Using Surveillance, Epidemiology, and End Results Program Registry (SEER)-Medicare data, we performed a retrospective cohort study of stage I-III colon cancer patients diagnosed between 2000 and 2009. There were 23,305 stage I-III colon cancer patients who received primary care in the year prior to diagnosis and underwent operative care for colon cancer. Patients were assigned to the hospital where they had their surgery and to their primary care provider's main hospital, and then classified according to whether these two hospitals were same or different. Outcomes examined were hazards for all-cause mortality, subhazard for colon cancer specific mortality, and generalized linear estimate for costs at 12 months, from propensity score matched models. RESULTS Fifty-two percent of stage I-III colon patients received primary care and surgical care from the same hospital. Primary care and surgical care from the same hospital was not associated with reduced all-cause or colon cancer specific mortality, but was associated with lower inpatient, outpatient, and total costs of care. Total cost difference was $8,836 (95% CI $2,746-$14,577), a 20% reduction in total median cost of care at 12 months. CONCLUSIONS Receiving primary care and surgical care at the same hospital, compared to different hospitals, was associated with lower costs but still similar survival among stage I-III colon cancer patients. Nonetheless, health care policy which encourages further integration between primary care and cancer care in order to improve outcomes and decrease costs will need to address the significant proportion of patients receiving health care across more than one hospital.
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Affiliation(s)
- Tanvir Hussain
- Department of Medicine, Division of General Internal Medicine, University of Nebraska Medical Center, Omaha, Nebraska, United States of America
- * E-mail:
| | - Hsien-Yen Chang
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
| | - Ngoc-Phuong Luu
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Craig Evan Pollack
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
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Ortiz-Ortiz KJ, Ríos-Motta R, Marín-Centeno H, Cruz-Correa MR, Ortiz AP. Emergency Presentation and Short-Term Survival Among Patients With Colorectal Cancer Enrolled in the Government Health Plan of Puerto Rico. Health Serv Res Manag Epidemiol 2016; 3:2333392816646670. [PMID: 28462276 PMCID: PMC5266457 DOI: 10.1177/2333392816646670] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Accepted: 04/05/2016] [Indexed: 12/31/2022] Open
Abstract
Objective: In this study, we examine factors associated with the use of the emergency room (ER) as an entry point into the health-care system to initiate a cancer diagnosis among Puerto Rico’s Government Health Plan (GHP) patients and compare the 1-year survival of GHP patients that initiated cancer diagnosis in the emergency room (ER) presentation with those that initiated the diagnosis in a physician’s office. Methods: Data for patients with colorectal cancer (CRC) aged 50 to 64 years and diagnosed in 2012 were obtained from the Puerto Rico Central Cancer Registry and linked to the Puerto Rico Health Insurance Administration database (n = 190). Crude odds ratio, adjusted odds ratio, and their 95% confidence intervals were reported. We used the Kaplan-Meier method to generate survival curves. Multivariate Cox regression analysis was performed to evaluate the association between ER presentation and 1-year cause-specific survival. Results: We found that 37.37% of the study population had an ER presentation. Male patients had a higher occurrence of having an ER presentation (66.20%), while 76.06% of the patients with an ER presentation were diagnosed in late stage. Emergency room presentation was a highly predictive factor for cancer mortality in the year following the diagnosis. These patients had between 3.99 to 4.24 times higher mortality risk than non-ER presentation patients (P < .05). Conclusion: Late presentation for CRC diagnosis through an ER visit is a significant concern that influences negatively on the patient’s outcome. Efforts at increasing primary care visits and routine screening tests among GHP beneficiaries could improve survival.
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Affiliation(s)
- Karen J Ortiz-Ortiz
- Department of Health Services Administration, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, PR, USA.,Cancer Control and Population Sciences Program, University of Puerto Rico Comprehensive Cancer Center, San Juan, PR, USA
| | - Ruth Ríos-Motta
- Department of Health Services Administration, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, PR, USA
| | - Heriberto Marín-Centeno
- Department of Health Services Administration, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, PR, USA
| | - Marcia R Cruz-Correa
- Department of Gastrointestinal Oncology and Genetics, University of Puerto Rico Comprehensive Cancer Center, San Juan, PR, USA
| | - Ana P Ortiz
- Cancer Control and Population Sciences Program, University of Puerto Rico Comprehensive Cancer Center, San Juan, PR, USA.,Department of Biostatistics and Epidemiology, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, PR, USA
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Koroukian SM, Bakaki PM, Han X, Schluchter M, Owusu C, Cooper GS, Flocke SA. Lasting Effects of the Breast and Cervical Cancer Early Detection Program on Breast Cancer Detection and Outcomes, Ohio, 2000-2009. Prev Chronic Dis 2015. [PMID: 26203814 PMCID: PMC4515916 DOI: 10.5888/pcd12.140491] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Introduction The National Breast and Cervical Cancer Early Detection Program (BCCP) in Ohio provides screening and treatment services for uninsured low-income women aged 40 to 64. Because participation in the BCCP might engender greater self-efficacy for cancer screening, we hypothesized that breast cancer and survival outcomes would be better in BCCP participants who become age-eligible to transition to Medicare than in their low-income non-BCCP counterparts. Methods Linking data from the 2000 through 2009 Ohio Cancer Incidence Surveillance System with the BCCP database, Medicare files, Ohio death certificates (through 2010), and the US Census, we identified Medicare beneficiaries who were aged 66 to 74 and diagnosed with incident invasive breast cancer. We compared the following outcomes between BCCP women (n = 93) and low-income non-BCCP women (n = 420): receipt of screening mammography in previous year, advanced-stage disease at diagnosis, timely and standard care, all-cause survival, and cancer survival. We conducted multivariable logistic regression and survival analysis to examine the association between BCCP status and each of the outcomes, adjusting for patient covariates. Results Women who participated in the BCCP were nearly twice as likely as low-income non-BCCP women to have undergone screening mammography in the previous year (adjusted odds ratio, 1.77; 95% confidence interval, 1.01–3.09). No significant differences were detected in any other outcomes. Conclusion With the exception of screening mammography, the differences in outcomes were not significant, possibly because of the small size of the study population. Future analysis should be directed toward identifying the factors that explain these findings.
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Affiliation(s)
- Siran M Koroukian
- Department of Epidemiology and Biostatistics, School of Medicine, Case Western Reserve University, 10900 Euclid Ave, WG-49, Cleveland, OH 44106-4945. . Dr Koroukian is also affiliated with Case Comprehensive Cancer Center and Population Health and Outcomes Research Core, Clinical and Translational Science Collaborative, Case Western Reserve University, Cleveland, Ohio
| | - Paul M Bakaki
- School of Medicine, and Population Health and Outcomes Research Core, Clinical and Translational Science Collaborative, Case Western Reserve University, Cleveland, Ohio
| | - Xiaozhen Han
- School of Medicine, and Population Health and Outcomes Research Core, Clinical and Translational Science Collaborative, Case Western Reserve University, Cleveland, Ohio
| | - Mark Schluchter
- School of Medicine and Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio
| | - Cynthia Owusu
- Case Comprehensive Cancer Center and University Hospitals of Cleveland, School of Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Gregory S Cooper
- Case Comprehensive Cancer Center and University Hospitals of Cleveland, School of Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Susan A Flocke
- School of Medicine and Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio
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Comorbidities and Their Management: Potential Impact on Breast Cancer Outcomes. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2015; 862:155-75. [DOI: 10.1007/978-3-319-16366-6_11] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Camacho F, Hwang W, Kern T, Anderson RT. Receipt of Regular Primary Care and Early Cancer Detection in Appalachia. J Rural Health 2014; 31:269-81. [PMID: 25370354 DOI: 10.1111/jrh.12097] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
PURPOSE The objective was to examine the impact of regular primary care encounters (PCE) on early breast cancer detection in an Appalachian sample of Medicare beneficiaries diagnosed 2006-2008. Determinants of PCE were investigated and a mediation analysis was conducted where PCE was a mediator to cancer stage. METHODS A total of 3,589 cases were identified from Appalachian areas in Pennsylvania, Kentucky, Ohio, and North Carolina, and health care services were examined 2 months to 2 years prior to diagnosis. A regular care PCE variable was constructed with 4 ordinal levels: none, any, "annual," and "semi-annual." Association of PCE with stage, mortality and covariables was conducted using ordinal logistic regressions and Cox Proportional Hazards survival models. RESULTS Sixty-eight percent of the cases had semi-annual PCE. Regular PCE was strongly associated with late-stage cancer rates (39%-13% by increasing PCE level, P < .0001) and 5-year all-cause mortality (42%-24%, P < .0001). Subgroup analysis revealed variations by hypertension and urban status, with nonhypertensives with no PCE being at particularly increased risk. Significant determinants of PCE included age, rural/urban status, comorbidity, dual Medicaid insurance, Appalachian region economic classification, state, select comorbidities, hypertension, and minimum distance to provider. Mediation analysis results were consistent with lower number of comorbidities leading to increased late cancer detection due to patients having a decreased PCE. CONCLUSION PCE is an important determinant of cancer detection, with a dose-response relationship. Variations exist by geography and hypertension. Comorbidity may influence both PCE and late-stage rates with partial mediation through PCE.
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Affiliation(s)
- Fabian Camacho
- Department of Public Health Science, College of Medicine, The Pennsylvania State University, Hershey, Pennsylvania
| | - Wenke Hwang
- Department of Public Health Science, College of Medicine, The Pennsylvania State University, Hershey, Pennsylvania
| | - Teresa Kern
- Department of Public Health Science, College of Medicine, The Pennsylvania State University, Hershey, Pennsylvania
| | - Roger T Anderson
- Department of Public Health Science, College of Medicine, The Pennsylvania State University, Hershey, Pennsylvania
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Nadash P. A transitional care model for low-income older adults does not reduce readmission rates or emergency department visits during care transitions. Evid Based Nurs 2014; 17:98. [PMID: 23999194 DOI: 10.1136/eb-2013-101508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Affiliation(s)
- Pamela Nadash
- Department of Gerontology, University of Massachusetts Boston, Boston, Massachusetts, USA
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