1
|
What Happened to Disparities in CRC Screening Among FFS Medicare Enrollees Following Medicare Modernization? J Racial Ethn Health Disparities 2018; 6:273-291. [PMID: 30232793 DOI: 10.1007/s40615-018-0522-x] [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: 04/11/2018] [Revised: 07/24/2018] [Accepted: 08/07/2018] [Indexed: 12/21/2022]
Abstract
The Medicare Modernization Act of 2003, implemented in 2006, increased managed care options for seniors. It introduced insurance plans for prescription drug coverage for all Medicare beneficiaries, whether they were enrolled in FFS or managed care (Medicare Advantage) plans. The availability of drug coverage beginning in 2006 served to free up budgets for FFS Medicare enrollees that could be used to make copayments for colorectal cancer (CRC) screening using endoscopy (colonoscopy or sigmoidoscopy). In 2007, Medicare eliminated the copayments required by seniors for CRC screening by endoscopy. Later in 2008, CRC screening by colonoscopy became part of the gold standard for CRC screening. This legitimized its use and offered even further encouragement to seniors, who may have been reluctant to undergo the procedure because of the non-pecuniary risks associated with it. In addition, 37 CRC screening interventions occurred during this timeframe to enhance compliance with screening standards. Using multilevel analysis of individuals' endoscopy utilization, derived from 100% FFS Medicare claims, along with county-level market and contextual factors, we compare the periods before and after the MMA (2001-2005 to 2006-2009) to determine whether disparities in the utilization of endoscopic CRC screening occurred or changed over the decade. We examined Blacks, Asians, and Hispanics relative to Whites, and Females relative to Males (with race or ethnicity combined). We examined each state separately for evidence of disparities within states, to avoid confounding by geographic disparities. We expected that the net effect of the policy changes and the targeted interventions over the decade would be to increase CRC screening by endoscopy, reducing disparities. We saw improvements over time (reduced disparities relative to Whites) for Blacks and Hispanics residing in several states, and improvements over time for Females relative to Males in many states. For the vast majority of states, however, disparities persisted with Whites and Males exhibiting greater rates of utilization than other groups. States that undertook the interventions were more likely to have had improvements in disparities or positive disparities for women and minorities. While some gains were made over this time period, the gains were unevenly distributed across the USA and more work needs to be done to reduce remaining disparities.
Collapse
|
2
|
Cho YH, Kim DH, Cha JM, Jeen YT, Moon JS, Kim JO, Lee SK, Cho YK, Im JP, Jang JY, Shin JE, Yoon SM, Jung Y, Kim ES, Lee KN, Cho SJ, Kim Y, Park BY. Patients' Preferences for Primary Colorectal Cancer Screening: A Survey of the National Colorectal Cancer Screening Program in Korea. Gut Liver 2018; 11:821-827. [PMID: 28750489 PMCID: PMC5669598 DOI: 10.5009/gnl17025] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Revised: 02/24/2017] [Accepted: 02/24/2017] [Indexed: 12/12/2022] Open
Abstract
Background/Aims The adoption of colonoscopy as a primary colorectal cancer (CRC) screening technique has been argued for in Korea, without evidence of patient preferences. This study aimed to investigate patients’ preferences for the primary CRC screening test for the National Cancer Screening Program (NCSP). Methods Between June and August 2016, 414 individuals aged ≥50 years who participated in the NCSP were prospectively invited to complete a questionnaire regarding their preferences for the primary CRC screening test and the reasons for their selection. Results Among the 396 respondents who completed the questionnaire, 124 individuals (31.3%) preferred the fecal immunochemical test (FIT), whereas 272 individuals (68.7%) preferred colonoscopy. Elderly participants preferred the FIT (p<0.001), whereas participants with a higher education level (p=0.030), a higher income level (p=0.009), or individuals with a family member (p=0.028) or acquaintance (p=0.013) with a history of CRC preferred colonoscopy. Only 12.9% of participants had a bad experience with a previous FIT; however, 39.3% of participants had a bad experience with a previous colonoscopy. Conclusions Colonoscopy was preferred to FIT in a 2.2:1 ratio as the primary CRC screening test for the NCSP. Patients’ preference for colonoscopy should be considered for the NCSP in Korea.
Collapse
Affiliation(s)
- Young-Hak Cho
- Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, Seoul, Korea
| | - Dae Ho Kim
- Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, Seoul, Korea
| | - Jae Myung Cha
- Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, Seoul, Korea.,Department of Medicine, Kyung Hee University College of Medicine, Seoul, Korea
| | - Yoon Tae Jeen
- Department of Medicine, Korea University College of Medicine, Seoul, Korea
| | - Jeong Seop Moon
- Department of Medicine, Inje University College of Medicine, Seoul, Korea
| | - Jin-Oh Kim
- Department of Medicine, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Sang Kil Lee
- Department of Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Yu Kyung Cho
- Department of Medicine, The Catholic University of Korea College of Medicine, Seoul, Korea
| | - Jong Pil Im
- Department of Medicine, Seoul National University Hospital, Seoul, Korea
| | - Jae Young Jang
- Department of Medicine, Kyung Hee University College of Medicine, Seoul, Korea
| | - Jeong Eun Shin
- Department of Medicine, Dankook University College of Medicine, Cheonan, Korea
| | - Soon Man Yoon
- Department of Medicine, Chungbuk National University College of Medicine, Cheongju, Korea
| | - Yunho Jung
- Department of Medicine, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Eun Sun Kim
- Department of Medicine, Korea University College of Medicine, Seoul, Korea
| | - Kang Nyeong Lee
- Department of Medicine, Hanyang University College of Medicine, Seoul, Korea
| | - Soo-Jeong Cho
- Center for Gastric Cancer, National Cancer Center, Goyang, Korea
| | - Yeol Kim
- Cancer Early Detection Branch, National Cancer Center, Goyang, Korea
| | - Bo Young Park
- Cancer Early Detection Branch, National Cancer Center, Goyang, Korea
| |
Collapse
|
3
|
Mobley LR, Amaral P, Kuo TM, Zhou M, Bose S. Medicare modernization and diffusion of endoscopy in FFS medicare. HEALTH ECONOMICS REVIEW 2017; 7:13. [PMID: 28281245 PMCID: PMC5344871 DOI: 10.1186/s13561-017-0147-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2016] [Accepted: 02/17/2017] [Indexed: 06/06/2023]
Abstract
OBJECTIVE To examine how FFS Medicare utilization of endoscopy procedures for colorectal cancer (CRC) screening changed after implementation of the Medicare Prescription Drug, Improvement, and Modernization Act (MMA) in 2006, which provided subsidized drug coverage and expanded the geographic availability of Medicare managed care plans across the US. DATA SOURCES/STUDY SETTING Using secondary data from 100% FFS Medicare enrollees, we analyzed endoscopy utilization during two intervals, 2001-2005 and 2006-2009. STUDY DESIGN We examined change in predictors of county-level endoscopy utilization rates based on a conceptual model of market supply and demand with spillovers from managed care practices. The equations for each period were estimated jointly in a spatial lag regression model that properly accounts for both place and time effects, allowing robust assessment of changes over time. DATA COLLECTION/EXTRACTION METHODS All Medicare FFS enrollees with both Parts A and B coverage who were age 65+, remained alive and living in the same state over the interval were included in the analyses. The later interval used a new cohort defined the same as the earlier interval. 100% Medicare denominator files were also used, providing county of address to use for county-level aggregation. The outcome variable was defined as county-level proportion of enrollees who ever used endoscopy over the interval. PRINCIPAL FINDINGS Endoscopy utilization by FFS Medicare increased, and became more accessible across the US. Medicare managed care plan spillovers onto FFS Medicare endoscopy utilization changed over time from a significant negative (restraining) effect in the early period to no significant effect by the later period. CONCLUSIONS The MMA eased budget constraints for seniors, making endoscopic CRC screening more affordable. The MMA policies also strengthened managed care business prospects, and enrollments in Medicare managed care escalated. The change in managed care spillover effects reflects the gradual acceptance of endoscopic CRC screening procedures, as they emerged as the gold standard during the period.
Collapse
Affiliation(s)
- Lee R. Mobley
- Georgia State University, 1 Park Place, Suite 700, Atlanta, GA 30304 USA
| | - Pedro Amaral
- Cedeplar - Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Tzy-Mey Kuo
- University of North Carolina, Chapel Hill, USA
| | - Mei Zhou
- Georgia State University, 1 Park Place, Suite 700, Atlanta, GA 30304 USA
| | - Srimoyee Bose
- Georgia State University, 1 Park Place, Suite 700, Atlanta, GA 30304 USA
| |
Collapse
|
4
|
Tu SP, Feng S, Storch R, Yip MP, Sohng H, Fu M, Chun A. Applying systems engineering to implement an evidence-based intervention at a community health center. J Health Care Poor Underserved 2014; 23:1399-409. [PMID: 23698657 DOI: 10.1353/hpu.2012.0190] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Impressive results in patient care and cost reduction have increased the demand for systems-engineering methodologies in large health care systems. This Report from the Field describes the feasibility of applying systems-engineering techniques at a community health center currently lacking the dedicated expertise and resources to perform these activities.
Collapse
Affiliation(s)
- Shin-Ping Tu
- Department of Medicine, University of Washington, Seattle, USA.
| | | | | | | | | | | | | |
Collapse
|
5
|
Abstract
BACKGROUND Physician recommendation is one of the strongest, most consistent predictors of colorectal cancer (CRC) screening. Little is known regarding characteristics associated with patient adherence to physician recommendations in community and academic based primary care settings. METHODS Data were analyzed from 975 patients, aged ≥50 years, recruited from 25 primary care practices in New Jersey. Chi-square and generalized estimate equation analyses determined independent correlates of receipt of and adherence to physician recommendation for CRC. RESULTS Patients reported high screening rates for CRC (59%). More than three fourths of patients reported either screening or having received a screening recommendation (82%). Men (P = .0425), nonsmokers (P = .0029), and patients who were highly educated (P = .0311) were more likely to receive a CRC screening recommendation. Patients more adhere to CRC screening recommendations were older adults (P < .0001), nonsmokers (P = .0005), those who were more highly educated (P = .0365), Hispanics (P = .0325), and those who were married (P < .0001). CONCLUSIONS Community and academic primary care clinicians appropriately recommended screening to high-risk patients with familial risk factors. However, they less frequently recommended screening to others (ie, women and smokers) also likely to benefit. To further increase CRC screening, clinicians must systematically recommend screening to all patients who may benefit.
Collapse
|
6
|
Mobley LR, Subramanian S, Koschinsky J, Frech HE, Trantham LC, Anselin L. Managed care and the diffusion of endoscopy in fee-for-service Medicare. Health Serv Res 2011; 46:1905-27. [PMID: 22092022 PMCID: PMC3227000 DOI: 10.1111/j.1475-6773.2011.01301.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE To determine whether Medicare managed care penetration impacted the diffusion of endoscopy services (sigmoidoscopy, colonoscopy) among the fee-for-service (FFS) Medicare population during 2001-2006. METHODS We model utilization rates for colonoscopy or sigmoidoscopy as impacted by both market supply and demand factors. We use spatial regression to perform ecological analysis of county-area utilization rates over two time intervals (2001-2003, 2004-2006) following Medicare benefits expansion in 2001 to cover colonoscopy for persons of average risk. We examine each technology in separate cross-sectional regressions estimated over early and later periods to assess differential effects on diffusion over time. We discuss selection factors in managed care markets and how failure to control perfectly for market selection might impact our managed care spillover estimates. RESULTS Areas with worse socioeconomic conditions have lower utilization rates, especially for colonoscopy. Holding constant statistically the socioeconomic factors, we find that managed care spillover effects onto FFS Medicare utilization rates are negative for colonoscopy and positive for sigmoidoscopy. The spatial lag estimates are conservative and interpreted as a lower bound on true effects. Our findings suggest that managed care presence fostered persistence of the older technology during a time when it was rapidly being replaced by the newer technology.
Collapse
|
7
|
Abstract
For the practicing physician, the behavioral implications of preventing, diagnosing, and treating cancer are many and varied. Fortunately, an enhanced capacity in informatics may help create a redesigned ecosystem in which applying evidence-based principles from behavioral medicine will become a routine part of care. Innovation to support this evolution will be spurred by the "meaningful use" criteria stipulated by the Health Information Technology for Economic and Clinical Health Act of 2009 and by focused research and development efforts within the broader health information ecosystem. The implications for how to better integrate evidence-based principles in behavioral medicine into oncology care through both spheres of development are discussed within the framework of the cancer control continuum. The promise of using the data collected through these tools to accelerate discovery in psycho-oncology is also discussed. If nurtured appropriately, these developments should help accelerate successes against cancer by altering the behavioral milieu.
Collapse
|
8
|
Hawley ST, McQueen A, Bartholomew LK, Greisinger AJ, Coan SP, Myers R, Vernon SW. Preferences for colorectal cancer screening tests and screening test use in a large multispecialty primary care practice. Cancer 2011; 118:2726-34. [PMID: 21948225 DOI: 10.1002/cncr.26551] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2011] [Revised: 08/04/2011] [Accepted: 08/09/2011] [Indexed: 02/03/2023]
Abstract
BACKGROUND The purpose of this study was to identify factors associated with colorectal cancer (CRC) screening test preference and examine the association between test preference and test completed. METHODS Patients (n = 1224) were 50-70 years, at average CRC risk, and overdue for screening. Outcome variables were preference for fecal occult blood test (FOBT), colonoscopy (COL), sigmoidoscopy (SIG), or barium enema (BE), measured by telephone survey, and concordance between test preference and test completed assessed using medical records. RESULTS Thirty-five percent preferred FOBT, 41.1% COL, 12.7% SIG, and 5.7% BE. Preference for SIG or COL was associated with having a physician recommendation, greater screening readiness, test-specific self-efficacy, greater CRC worry, and perceived pros of screening. Preference for FOBT was associated with self-efficacy for doing FOBT. Participants who preferred COL were more likely to complete COL compared with those who preferred another test. Of those screened, only 50% received their preferred test. Those not receiving their preferred test most often received COL (52%). CONCLUSIONS Lack of concordance between patient preference and test completed suggests that patients' preferences are not well incorporated into screening discussions and test decisions, which could contribute to low screening uptake. Physicians should acknowledge patients' preferences when discussing test options and making recommendations, which may increase patients' receptivity to screening.
Collapse
Affiliation(s)
- Sarah T Hawley
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | | | | | | | | | | | | |
Collapse
|
9
|
Mobley LR, Kuo TM, Urato M, Subramanian S. Community contextual predictors of endoscopic colorectal cancer screening in the USA: spatial multilevel regression analysis. Int J Health Geogr 2010; 9:44. [PMID: 20815882 PMCID: PMC2941747 DOI: 10.1186/1476-072x-9-44] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2010] [Accepted: 09/03/2010] [Indexed: 11/10/2022] Open
Abstract
Background Colorectal cancer (CRC) is the second leading cause of cancer death in the United States, and endoscopic screening can both detect and prevent cancer, but utilization is suboptimal and varies across geographic regions. We use multilevel regression to examine the various predictors of individuals' decisions to utilize endoscopic CRC screening. Study subjects are a 100% population cohort of Medicare beneficiaries identified in 2001 and followed through 2005. The outcome variable is a binary indicator of any sigmoidoscopy or colonoscopy use over this period. We analyze each state separately and map the findings for all states together to reveal patterns in the observed heterogeneity across states. Results We estimate a fully adjusted model for each state, based on a comprehensive socio-ecological model. We focus the discussion on the independent contributions of each of three community contextual variables that are amenable to policy intervention. Prevalence of Medicare managed care in one's neighborhood was associated with lower probability of screening in 12 states and higher probability in 19 states. Prevalence of poor English language ability among elders in one's neighborhood was associated with lower probability of screening in 15 states and higher probability in 6 states. Prevalence of poverty in one's neighborhood was associated with lower probability of screening in 36 states and higher probability in 5 states. Conclusions There are considerable differences across states in the socio-ecological context of CRC screening by endoscopy, suggesting that the current decentralized configuration of state-specific comprehensive cancer control programs is well suited to respond to the observed heterogeneity. We find that interventions to mediate language barriers are more critically needed in some states than in others. Medicare managed care penetration, hypothesized to affect information about and diffusion of new endoscopic technologies, has a positive association in only a minority of states. This suggests that managed care plans' promotion of this cost-increasing technology has been rather limited. Area poverty has a negative impact in the vast majority of states, but is positive in five states, suggesting there are some effective cancer control policies in place targeting the poor with supplemental resources promoting CRC screening.
Collapse
Affiliation(s)
- Lee R Mobley
- RTI International, Discovery and Analytical Sciences Division, 3040 Cornwallis Road, PO Box 12194, Research Triangle Park, NC 27709-2194, USA.
| | | | | | | |
Collapse
|
10
|
Mobley L, Kuo TM, Urato M, Boos J, Lozano-Gracia N, Anselin L. Predictors of endoscopic colorectal cancer screening over time in 11 states. Cancer Causes Control 2009; 21:445-61. [PMID: 19946738 PMCID: PMC2835730 DOI: 10.1007/s10552-009-9476-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2009] [Accepted: 11/10/2009] [Indexed: 11/25/2022]
Abstract
Objectives We study a cohort of Medicare-insured men and women aged 65+ in the year 2000, who lived in 11 states covered by Surveillance, Epidemiology, and End Results (SEER) cancer registries, to better understand various predictors of endoscopic colorectal cancer (CRC) screening. Methods We use multilevel probit regression on two cross-sectional periods (2000–2002, 2003–2005) and include people diagnosed with breast cancer, CRC, or inflammatory bowel disease (IBD) and a reference sample without cancer. Results Men are not universally more likely to be screened than women, and African Americans, Native Americans, and Hispanics are not universally less likely to be screened than whites. Disparities decrease over time, suggesting that whites were first to take advantage of an expansion in Medicare benefits to cover endoscopic screening for CRC. Higher-risk persons had much higher utilization, while older persons and beneficiaries receiving financial assistance for Part B coverage had lower utilization and the gap widened over time. Conclusions Screening for CRC in our Medicare-insured sample was less than optimal, and reasons varied considerably across states. Negative managed care spillovers were observed, demonstrating that policy interventions to improve screening rates should reflect local market conditions as well as population diversity.
Collapse
Affiliation(s)
- Lee Mobley
- RTI International, 3040 Cornwallis Road, Research Triangle Park, Durham, NC 27709-2194 USA
| | - Tzy-Mey Kuo
- RTI International, 3040 Cornwallis Road, Research Triangle Park, Durham, NC 27709-2194 USA
| | - Matthew Urato
- RTI International, 3040 Cornwallis Road, Research Triangle Park, Durham, NC 27709-2194 USA
| | - John Boos
- RTI International, 3040 Cornwallis Road, Research Triangle Park, Durham, NC 27709-2194 USA
| | | | | |
Collapse
|
11
|
|