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Stollberg SM, Näpflin M, Nagler M, Huber CA. Are Tumor Marker Tests Applied Appropriately in Clinical Practice? A Healthcare Claims Data Analysis. Diagnostics (Basel) 2023; 13:3379. [PMID: 37958275 PMCID: PMC10648915 DOI: 10.3390/diagnostics13213379] [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: 10/04/2023] [Revised: 10/26/2023] [Accepted: 10/30/2023] [Indexed: 11/15/2023] Open
Abstract
Tumor markers (TM) are crucial in the monitoring of cancer treatment. However, inappropriate requests for screening reasons have a high risk of false positive and negative findings, which can lead to patient anxiety and unnecessary follow-up examinations. We aimed to assess the appropriateness of TM testing in outpatient practice in Switzerland. We conducted a retrospective cohort study based on healthcare claims data. Patients who had received at least one out of seven TM tests (CEA, CA19-9, CA125, CA15-3, CA72-4, Calcitonin, or NSE) between 2018 and 2021 were analyzed. Appropriate determinations were defined as a request with a corresponding cancer-related diagnosis or intervention. Appropriateness of TM determination by patient characteristics and prescriber specialty was estimated by using multivariate analyses. A total of 51,395 TM determinations in 36,537 patients were included. An amount of 41.6% of all TM were determined appropriately. General practitioners most often determined TM (44.3%) and had the lowest number of appropriate requests (27.8%). A strong predictor for appropriate determinations were requests by medical oncologists. A remarkable proportion of TM testing was performed inappropriately, particularly in the primary care setting. Our results suggest that a considerable proportion of the population is at risk for various harms associated with misinterpretations of TM test results.
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Affiliation(s)
- Sabrina M. Stollberg
- Department of Health Sciences, Helsana Insurance Group, 8081 Zurich, Switzerland; (M.N.); (C.A.H.)
| | - Markus Näpflin
- Department of Health Sciences, Helsana Insurance Group, 8081 Zurich, Switzerland; (M.N.); (C.A.H.)
| | - Michael Nagler
- Department of Clinical Chemistry, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland;
| | - Carola A. Huber
- Department of Health Sciences, Helsana Insurance Group, 8081 Zurich, Switzerland; (M.N.); (C.A.H.)
- Institute of Primary Care, University Hospital Zurich, University of Zurich, 8091 Zurich, Switzerland
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2
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Mukherjee S, Dong W, Schiltz NK, Stange KC, Cullen J, Gerds AT, Carraway HE, Singh A, Advani AS, Sekeres MA, Koroukian SM. Patterns of Diagnostic Evaluation and Determinants of Treatment in Older Patients With Non-transfusion Dependent Myelodysplastic Syndromes. Oncologist 2023; 28:901-910. [PMID: 37120291 PMCID: PMC10546824 DOI: 10.1093/oncolo/oyad114] [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: 06/21/2022] [Accepted: 03/20/2023] [Indexed: 05/01/2023] Open
Abstract
BACKGROUND Older patients with myelodysplastic syndromes (MDS), particularly those with no or one cytopenia and no transfusion dependence, typically have an indolent course. Approximately, half of these receive the recommended diagnostic evaluation (DE) for MDS. We explored factors determining DE in these patients and its impact on subsequent treatment and outcomes. PATIENTS AND METHODS We used 2011-2014 Medicare data to identify patients ≥66 years of age diagnosed with MDS. We used Classification and Regression Tree (CART) analysis to identify combinations of factors associated with DE and its impact on subsequent treatment. Variables examined included demographics, comorbidities, nursing home status, and investigative procedures performed. We conducted a logistic regression analysis to identify correlates associated with receipt of DE and treatment. RESULTS Of 16 851 patients with MDS, 51% underwent DE. patients with MDS with no cytopenia (n = 3908) had the lowest uptake of DE (34.7%). Compared to patients with no cytopenia, those with any cytopenia had nearly 3 times higher odds of receiving DE [adjusted odds ratio (AOR), 2.81: 95% CI, 2.60-3.04] and the odds were higher for men than for women [AOR, 1.39: 95%CI, 1.30-1.48] and for Non-Hispanic Whites [vs. everyone else (AOR, 1.17: 95% CI, 1.06-1.29)]. The CART showed DE as the principal discriminating node, followed by the presence of any cytopenia for receiving MDS treatment. The lowest percentage of treatment was observed in patients without DE, at 14.6%. CONCLUSION In this select older patients with MDS, we identified disparities in accurate diagnosis by demographic and clinical factors. Receipt of DE influenced subsequent treatment but not survival.
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Affiliation(s)
- Sudipto Mukherjee
- Leukemia Program, Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Weichuan Dong
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Population Cancer Analytics Shared Resource, Case Comprehensive Cancer Center, Cleveland, OH, USA
| | - Nicholas K Schiltz
- Frances P. Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Kurt C Stange
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Jennifer Cullen
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Aaron T Gerds
- Leukemia Program, Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Hetty E Carraway
- Leukemia Program, Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Abhay Singh
- Leukemia Program, Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Anjali S Advani
- Leukemia Program, Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Mikkael A Sekeres
- Division of Hematology, Sylvester Comprehensive Cancer Center, University of Florida, Miami, FL, USA
| | - Siran M Koroukian
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Population Cancer Analytics Shared Resource, Case Comprehensive Cancer Center, Cleveland, OH, USA
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3
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Mullins MA, Atluri N, Abrahamse P, Radhakrishnan A, Hamilton AS, Ward KC, Hawley ST, Katz SJ, Wallner LP. Primary care provider attitudes about and tendency to use non-recommended surveillance tests after curative breast cancer treatment. Breast Cancer Res Treat 2023; 200:391-398. [PMID: 37296280 PMCID: PMC10706825 DOI: 10.1007/s10549-023-06994-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 05/25/2023] [Indexed: 06/12/2023]
Abstract
PURPOSE Little is known about the factors contributing to the receipt of non-recommended surveillance testing among early-stage breast cancer survivors. We assessed primary care providers (PCP) attitudes about and tendency to order non-recommended surveillance testing for asymptomatic early-stage breast cancer survivors post-adjuvant chemotherapy. METHODS A stratified random sample of PCPs identified by early-stage breast cancer survivors were surveyed (N = 518, 61% response rate). PCPs were asked how likely they would be to order bone scans, imaging and/or tumor marker testing using a clinical vignette of an early-stage asymptomatic patient where these tests are non-recommended. A composite tendency to order score was created and categorized by tertiles (low, moderate, high). PCP-reported factors associated with high and moderate tendency to order non-recommended testing (vs. low) were estimated using multivariable, multinomial logistic regression. RESULTS In this sample, 26% reported a high tendency to order non-recommended surveillance tests during survivorship for early-stage breast cancer survivors. PCPs who identified as family practice physicians and PCPs reporting more confidence in ordering surveillance testing were more likely to report a high tendency to order non-recommended testing (vs. low) ((aOR family practice 2.09, CI 1.2, 3.8; aOR more confidence 1.9, CI 1.1, 3.3). CONCLUSIONS In this population-based sample of PCPs caring for breast cancer survivors, over a quarter of PCPs reported they would order non-recommended surveillance testing for asymptomatic early-stage breast cancer survivors. Efforts to better support PCPs and disseminate information about appropriate surveillance for cancer survivors are warranted.
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Affiliation(s)
- Megan A Mullins
- Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
| | | | - Paul Abrahamse
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Archana Radhakrishnan
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Ann S Hamilton
- Department of Population and Public Health Sciences, University of Southern California Keck School of Medicine, Los Angeles, CA, USA
| | - Kevin C Ward
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA
| | - Sarah T Hawley
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA
- Department of Health Behavior and Education, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Steven J Katz
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Lauren P Wallner
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI, 48109, USA.
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
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Bashkin O, Asna N, Amoyal M, Dopelt K. The Role of Nurses in the Quality of Cancer Care Management: Perceptions of Cancer Survivors and Oncology Teams. Semin Oncol Nurs 2023; 39:151423. [PMID: 37055296 DOI: 10.1016/j.soncn.2023.151423] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 02/28/2023] [Accepted: 03/15/2023] [Indexed: 04/15/2023]
Abstract
OBJECTIVES This study aimed to explore the perceptions of cancer survivors and oncology professionals of quality in cancer care and the role of oncology nurses in prompting and maintaining quality across the cancer care continuum. DATA SOURCES Semistructured in-depth interviews were conducted with 16 cancer survivors and 22 healthcare professionals between August and October 2021. The interviews were transcribed and analyzed using ATLAS.ti v8 software according to a thematic analysis method based on grounded theory. The COnsolidated criteria for REporting Qualitative research (COREQ) was used to guide the report of the study. CONCLUSION Four main themes emerged from the interviews, which are outlined as follows. (1) Patient participation in the cancer care plan: shared information and decision-making; (2) emotional and support aspects in cancer care; (3) continuity in cancer care: from being a patient at the hospital to a survivor in the community; and (4) cancer care management. Cancer survivors pointed to elements that can increase the quality of cancer care, including the ongoing provision of information, support in decision-making, and continuity of care. Oncology staff interviewees mentioned the need for a single staff member to manage the cancer care plan and serve as a case manager for patients and survivors. IMPLICATIONS FOR NURSING PRACTICE Nurses have a central role in achieving the highest possible quality of cancer care for the growing number of survivors and their families. It is recommended to expand the role of oncology nurses, providing them the training and competencies needed to formally declare them as care managers throughout the continuum of cancer care.
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Affiliation(s)
- Osnat Bashkin
- Department of Public Health, Ashkelon Academic College, Ashkelon, Israel.
| | - Noam Asna
- Oncology Institute, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Mazal Amoyal
- Palliative Care Unit, Barzilai Medical Center, Ashkelon, Israel
| | - Keren Dopelt
- Department of Public Health, Ashkelon Academic College, Ashkelon, Israel; Department of Health Policy and Management, School of Public Health, Faculty of Health Sciences, Ben Gurion University of the Negev, Beer Sheva, Israel
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5
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Ebner F, Salmen J, Dayan D, Kiesel M, Wolters R, Janni W, Wöckel A, Wischnewsky M. Implications for surveillance for breast cancer patients based on the internally and externally validated BRENDA-metastatic recurrence score. Breast Cancer Res Treat 2023; 199:173-184. [PMID: 36917303 PMCID: PMC10147811 DOI: 10.1007/s10549-023-06898-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 02/16/2023] [Indexed: 03/16/2023]
Abstract
PURPOSE Although the incidence of distant relapse is decreasing, 20-30% of patients with early breast cancer die of metastasis. The aim of this study is to characterize patients with metastasis-free survival(MFS) less than 5 years, to analyze the most probable site of metastases according to the internally and externally validated BRENDA-score. The BRENDA-score is a combination of the biological subtype and clinical staging. METHOD 3832 patients with primary diagnosis of breast cancer and either distant metastatic recurrence within 5 years or MFS ≥ 5 years were assigned to this study. Patients were classified for metastatic recurrence according to the BRENDA-score. 1765 patients were in a validation set. Statistical methods were Kaplan-Meier curves, Cox regression analysis, Exhausted CHAID, likelihood-ratio tests and the Nearest Neighbor Estimation method. RESULTS There was a significant(p < 0.001) difference between the Kaplan-Meier MFS-functions of M0-patients stratified by BRENDA-score. The BRENDA score outperforms intrinsic subtypes and the Nottingham prognostic score. It fits the original data and the validation set equally well (p = 0.179).There was a significant(p < 0.001) difference between mean BRENDA-Index for patients with MFS < 5y(21.0 ± 9.0) and patients with MFS ≥ 5y(mean BRENDA-Index 11.7 ± 8.2). 55.6% of the very high risk patients(BRENDA-Index ≥ 27) had metastases within 5 years. The most likely primary metastatic site was bone(30%) followed by liver(19%) and lung(18%). The discriminatory ability(areas under the time dependent ROC curve) of the BRENDA score is good to acceptable for the first 5 years. In the very low/low risk (intermediate, high/very high) risk group 50% of all metastases were diagnosed within 26 months. Guideline adherence had a highly significant influence on outcome independent of the risk group. CONCLUSION The evaluation showed that the BRENDA-Score is a robust predictive tool for breast cancer recurrence and site of metastases in the first five years after diagnosis. It outperforms intrinsic subtypes and the Nottingham prognostic score. The BRENDA-score could be a tool for a risk orientated and targeted follow up.
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Affiliation(s)
- Florian Ebner
- Universität Ulm, Prittwitzstr. 43, 890, Ulm, Germany. .,Gyn-Freising, Marienplatz 5, 85354, Freising, Germany.
| | | | - Davut Dayan
- Universität Ulm, Prittwitzstr. 43, 890, Ulm, Germany
| | | | - Regine Wolters
- FB Mathematik u. Informatik, Universität Bremen, Bibliothekar. 1, 28359, Bremen, Germany
| | | | - Achim Wöckel
- Universitätsfrauenklinik Würzburg, Würzburg, Germany
| | - Manfred Wischnewsky
- FB Mathematik u. Informatik, Universität Bremen, Bibliothekar. 1, 28359, Bremen, Germany
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6
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Abstract
Retrospective medical record review is often used to answer the "why" questions that statistical modeling cannot. In addition to its utility as an explanatory tool, it can be used to generate hypotheses using available retrospective data and so is a convenient guide for developing future prospective studies. A recent review of articles that used the retrospective medical record review method listed 10 best practices that ought to be followed. However, an issue that is not listed is the use of sampling weights, which are important when one can only conduct retrospective medical record review for a sample of the target population. Although that review acknowledged the importance of carefully selecting a sampling strategy for such a scenario and indeed had outlined 3 commonly used sampling methods (convenience, simple random, and systematic), the authors say nothing of the use of sampling information at the data analysis stage. This article aims to fill that gap and to demonstrate why the use of sample weights ought to be another best practice to add to the list by reviewing well-known theoretical details and some published data analysis examples.
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Affiliation(s)
- Ernest Shen
- Kaiser Permanente Department of Research and Evaluation, Pasadena, CA
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7
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Wischnewsky M, Schwentner L, Diessner J, de Gregorio A, Joukhadar R, Davut D, Salmen J, Bekes I, Kiesel M, Müller-Reiter M, Blettner M, Wolters R, Janni W, Kreienberg R, Wöckel A, Ebner F. BRENDA-Score, a Highly Significant, Internally and Externally Validated Prognostic Marker for Metastatic Recurrence: Analysis of 10,449 Primary Breast Cancer Patients. Cancers (Basel) 2021; 13:cancers13133121. [PMID: 34206581 PMCID: PMC8268855 DOI: 10.3390/cancers13133121] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 06/16/2021] [Accepted: 06/17/2021] [Indexed: 11/16/2022] Open
Abstract
Simple Summary The BRENDA-Score provides an easy to use tool for clinicians to estimate the risk of recurrence in primary breast cancer. The algorithm has been validated via a second independent database and provides five recurrence risk groups. This grouping helps clinicians to encourage high risk patients to undergo the recommended treatment. Abstract Background Current research in breast cancer focuses on individualization of local and systemic therapies with adequate escalation or de-escalation strategies. As a result, about two-thirds of breast cancer patients can be cured, but up to one-third eventually develop metastatic disease, which is considered incurable with currently available treatment options. This underscores the importance to develop a metastatic recurrence score to escalate or de-escalate treatment strategies. Patients and methods Data from 10,499 patients were available from 17 clinical cancer registries (BRENDA-project. In total, 8566 were used to develop the BRENDA-Index. This index was calculated from the regression coefficients of a Cox regression model for metastasis-free survival (MFS). Based on this index, patients were categorized into very high, high, intermediate, low, and very low risk groups forming the BRENDA-Score. Bootstrapping was used for internal validation and an independent dataset of 1883 patients for external validation. The predictive accuracy was checked by Harrell’s c-index. In addition, the BRENDA-Score was analyzed as a marker for overall survival (OS) and compared to the Nottingham prognostic score (NPS). Results: Intrinsic subtypes, tumour size, grading, and nodal status were identified as statistically significant prognostic factors in the multivariate analysis. The five prognostic groups of the BRENDA-Score showed highly significant (p < 0.001) differences regarding MFS:low risk: hazard ratio (HR) = 2.4, 95%CI (1.7–3.3); intermediate risk: HR = 5.0, 95%CI.(3.6–6.9); high risk: HR = 10.3, 95%CI (7.4–14.3) and very high risk: HR = 18.1, 95%CI (13.2–24.9). The external validation showed congruent results. A multivariate Cox regression model for OS with BRENDA-Score and NPS as covariates showed that of these two scores only the BRENDA-Score is significant (BRENDA-Score p < 0.001; NPS p = 0.447). Therefore, the BRENDA-Score is also a good prognostic marker for OS. Conclusion: The BRENDA-Score is an internally and externally validated robust predictive tool for metastatic recurrence in breast cancer patients. It is based on routine parameters easily accessible in daily clinical care. In addition, the BRENDA-Score is a good prognostic marker for overall survival. Highlights: The BRENDA-Score is a highly significant predictive tool for metastatic recurrence of breast cancer patients. The BRENDA-Score is stable for at least the first five years after primary diagnosis, i.e., the sensitivities and specificities of this predicting system is rather similar to the NPI with AUCs between 0.76 and 0.81 the BRENDA-Score is a good prognostic marker for overall survival.
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Affiliation(s)
- Manfred Wischnewsky
- FB Mathematik u. Informatik, Universität Bremen, Bibliothekar. 1, 28359 Bremen, Germany; (M.W.); (R.W.)
| | - Lukas Schwentner
- Frauenklinik Universität Ulm, Prittwitzstr. 43, 89081 Ulm, Germany; (L.S.); (A.d.G.); (D.D.); (I.B.); (W.J.); (R.K.)
| | - Joachim Diessner
- Universitätsfrauenklinik Würzburg, Josef-Schneider-Str. 4, 97080 Würzburg, Germany; (J.D.); (R.J.); (J.S.); (M.K.); (M.M.-R.); (A.W.)
| | - Amelie de Gregorio
- Frauenklinik Universität Ulm, Prittwitzstr. 43, 89081 Ulm, Germany; (L.S.); (A.d.G.); (D.D.); (I.B.); (W.J.); (R.K.)
| | - Ralf Joukhadar
- Universitätsfrauenklinik Würzburg, Josef-Schneider-Str. 4, 97080 Würzburg, Germany; (J.D.); (R.J.); (J.S.); (M.K.); (M.M.-R.); (A.W.)
| | - Dayan Davut
- Frauenklinik Universität Ulm, Prittwitzstr. 43, 89081 Ulm, Germany; (L.S.); (A.d.G.); (D.D.); (I.B.); (W.J.); (R.K.)
| | - Jessica Salmen
- Universitätsfrauenklinik Würzburg, Josef-Schneider-Str. 4, 97080 Würzburg, Germany; (J.D.); (R.J.); (J.S.); (M.K.); (M.M.-R.); (A.W.)
| | - Inga Bekes
- Frauenklinik Universität Ulm, Prittwitzstr. 43, 89081 Ulm, Germany; (L.S.); (A.d.G.); (D.D.); (I.B.); (W.J.); (R.K.)
| | - Matthias Kiesel
- Universitätsfrauenklinik Würzburg, Josef-Schneider-Str. 4, 97080 Würzburg, Germany; (J.D.); (R.J.); (J.S.); (M.K.); (M.M.-R.); (A.W.)
| | - Max Müller-Reiter
- Universitätsfrauenklinik Würzburg, Josef-Schneider-Str. 4, 97080 Würzburg, Germany; (J.D.); (R.J.); (J.S.); (M.K.); (M.M.-R.); (A.W.)
| | - Maria Blettner
- Institut für Medizinische Biometrie, Epidemiologie und Informatik, Universitätsmedizin Mainz, 55131 Mainz, Germany;
| | - Regine Wolters
- FB Mathematik u. Informatik, Universität Bremen, Bibliothekar. 1, 28359 Bremen, Germany; (M.W.); (R.W.)
| | - Wolfgang Janni
- Frauenklinik Universität Ulm, Prittwitzstr. 43, 89081 Ulm, Germany; (L.S.); (A.d.G.); (D.D.); (I.B.); (W.J.); (R.K.)
| | - Rolf Kreienberg
- Frauenklinik Universität Ulm, Prittwitzstr. 43, 89081 Ulm, Germany; (L.S.); (A.d.G.); (D.D.); (I.B.); (W.J.); (R.K.)
| | - Achim Wöckel
- Universitätsfrauenklinik Würzburg, Josef-Schneider-Str. 4, 97080 Würzburg, Germany; (J.D.); (R.J.); (J.S.); (M.K.); (M.M.-R.); (A.W.)
| | - Florian Ebner
- Frauenklinik Universität Ulm, Prittwitzstr. 43, 89081 Ulm, Germany; (L.S.); (A.d.G.); (D.D.); (I.B.); (W.J.); (R.K.)
- Helios Amper Klinikum Dachau, Krankenhausstr. 15, 85221 Dachau, Germany
- Correspondence:
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Gould MK, Sharp AL, Nguyen HQ, Hahn EE, Mittman BS, Shen E, Alem AC, Kanter MH. Embedded Research in the Learning Healthcare System: Ongoing Challenges and Recommendations for Researchers, Clinicians, and Health System Leaders. J Gen Intern Med 2020; 35:3675-3680. [PMID: 32472492 PMCID: PMC7728937 DOI: 10.1007/s11606-020-05865-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 04/16/2020] [Indexed: 12/24/2022]
Abstract
Embedded research is an innovative means to improve performance in the learning healthcare system (LHS). However, few descriptions of successful embedded research programs have been published. In this perspective, we describe the Care Improvement Research Team, a mature partnership between researchers and clinicians at Kaiser Permanente Southern California. The program supports a core team of researchers and staff with dedicated resources to partner with health system leaders and practicing clinicians, using diverse methods to identify and rectify gaps in clinical practice. For example, recent projects helped clinicians to provide better care by reducing prescribing of unnecessary antibiotics for acute sinusitis and by preventing readmissions among the elderly. Embedded in operational workgroups, the team helps formulate research questions and enhances the rigor and relevance of data collection and analysis. A recent business-case analysis cited savings to the organization of over $10 million. We conclude that embedded research programs can play a key role in fulfilling the promise of the LHS. Program success depends on dedicated funding, robust data systems, and strong relationships between researchers and clinical stakeholders. Embedded researchers must be responsive to health system priorities and timelines, while clinicians should embrace researchers as partners in problem solving.
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Affiliation(s)
- Michael K Gould
- Division of Health Services Research and Implementation Science, Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA. .,Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA.
| | - Adam L Sharp
- Division of Health Services Research and Implementation Science, Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.,Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA.,Southern California Permanente Medical Group, Pasadena, CA, USA
| | - Huong Q Nguyen
- Division of Health Services Research and Implementation Science, Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.,Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
| | - Erin E Hahn
- Division of Health Services Research and Implementation Science, Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.,Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
| | - Brian S Mittman
- Division of Health Services Research and Implementation Science, Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Ernest Shen
- Division of Health Services Research and Implementation Science, Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Angel C Alem
- Division of Health Services Research and Implementation Science, Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Michael H Kanter
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
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9
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Miles RC, Lee CI, Sun Q, Bansal A, Lyman GH, Specht JM, Fedorenko CR, Greenwood-Hickman MA, Ramsey SD, Lee JM. Patterns of Surveillance Advanced Imaging and Serum Tumor Biomarker Testing Following Launch of the Choosing Wisely Initiative. J Natl Compr Canc Netw 2020; 17:813-820. [PMID: 31319393 DOI: 10.6004/jnccn.2018.7281] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Accepted: 02/06/2019] [Indexed: 11/17/2022]
Abstract
BACKGROUND The purpose of this study was to assess advanced imaging (bone scan, CT, or PET/CT) and serum tumor biomarker use in asymptomatic breast cancer survivors during the surveillance period. PATIENTS AND METHODS Cancer registry records for 2,923 women diagnosed with primary breast cancer in Washington State between January 1, 2007, and December 31, 2014, were linked with claims data from 2 regional commercial insurance plans. Clinical data including demographic and tumor characteristics were collected. Evaluation and management codes from claims data were used to determine advanced imaging and serum tumor biomarker testing during the peridiagnostic and surveillance phases of care. Multivariable logistic regression models were used to identify clinical factors and patterns of peridiagnostic imaging and biomarker testing associated with surveillance advanced imaging. RESULTS Of 2,923 eligible women, 16.5% (n=480) underwent surveillance advanced imaging and 31.8% (n=930) received surveillance serum tumor biomarker testing. Compared with women diagnosed before the launch of the Choosing Wisely campaign in 2012, later diagnosis was associated with lower use of surveillance advanced imaging (odds ratio [OR], 0.68; 95% CI, 0.52-0.89). Factors significantly associated with use of surveillance advanced imaging included increasing disease stage (stage III: OR, 3.65; 95% CI, 2.48-5.38), peridiagnostic advanced imaging use (OR, 1.76; 95% CI, 1.33-2.31), and peridiagnostic serum tumor biomarker testing (OR, 1.35; 95% CI, 1.01-1.80). CONCLUSIONS Although use of surveillance advanced imaging in asymptomatic breast cancer survivors has declined since the launch of the Choosing Wisely campaign, frequent use of surveillance serum tumor biomarker testing remains prevalent, representing a potential target for further efforts to reduce low-value practices.
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Affiliation(s)
- Randy C Miles
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts; and
| | - Christoph I Lee
- Department of Radiology, University of Washington Medical Center
| | - Qin Sun
- Fred Hutchinson Cancer Research Center
| | | | | | - Jennifer M Specht
- Department of Oncology, University of Washington Medical Center, and
| | | | | | | | - Janie M Lee
- Department of Radiology, University of Washington Medical Center
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10
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Paltiel O, Raviv Sharabi G, Tzemach R, Rechavi T, Trachtenberg E, Goldschmidt N, Dann EJ, Bar-Shalom R. Limiting surveillance imaging for patients with lymphoma in remission: a mixed methods study leading to a Choosing Wisely recommendation. BMJ Qual Saf 2020; 30:300-310. [PMID: 32467340 DOI: 10.1136/bmjqs-2019-010756] [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: 12/12/2019] [Revised: 04/17/2020] [Accepted: 05/05/2020] [Indexed: 11/04/2022]
Abstract
BACKGROUND Under the 'Choosing Wisely' (CW) framework, professional organisations internationally have advocated limiting imaging for asymptomatic patients following curative cancer therapy, based on limited value and high cost. F18-fluorodeoxyglucose (FDG) positron emission tomography-CT (PET/CT) was widely adopted locally for surveillance lymphoma imaging after 2004. OBJECTIVES Prior to ratification of a local CW recommendation to limit surveillance imaging in lymphoma, we aimed to assess: (A) performance characteristics of surveillance FDG-PET/CT; (B) rates, clinical consequences and costs of false positives (FP); and (C) patients and professionals' attitudes towards overuse. METHODS Mixed methods (quantitative and qualitative) study. We analysed surveillance FDG-PET/CT results of two patient cohorts (n1=215 Hodgkin lymphoma and non-Hodgkin lymphoma; n2=203 Hodgkin lymphoma only). FPs were defined by negative biopsy or clinical follow-up. We held focus group discussions and in-depth interviews eliciting attitudes of 26 patients and 11 clinicians, respectively. RESULTS FPs were observed in 25.1% (95% CI 20.5 to 30.5) per scan-cohort 1, and 41.7% (95% CI 37.9 to 45.6) per patient-cohort 2, engendering frequent additional testing. Specific characteristics and location of findings altered the FP rate. The estimated cost per relapse detected was $50 000 (cohort 2). Patients sought reassurance via surveillance imaging, which they considered highly accurate, yet stressful. Aware of radiation risks, they were largely unconcerned about consequences of FPs. Confidence in the treating physicians was an important factor in patients' acceptance of forgoing imaging. Clinicians, frequently under patient pressure to order imaging, generally believed that it did not affect prognosis (with important exceptions), welcomed professional guidelines, but rejected regulatory restrictions on its use. CONCLUSION Acceptance of CW recommendations to limit overuse may be enhanced by quantitative data on consequences and costs of surveillance imaging, supplemented by qualitative data on patient and physician attitudes.
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Affiliation(s)
- Ora Paltiel
- Braun School of Public Health and Community Medicine, Hadassah-Hebrew University of Jerusalem, Jerusalem, Israel .,Hematology, Hadassah Medical Center, Jerusalem, Israel
| | | | - Reut Tzemach
- Rheumatology, Tel Aviv Ichilov-Sourasky Medical Center, Tel Aviv, Israel
| | - Talya Rechavi
- Braun School of Public Health and Community Medicine, Hadassah-Hebrew University of Jerusalem, Jerusalem, Israel
| | - Estherina Trachtenberg
- Hematology, Rambam Hospital, Haifa, Israel.,Rappaport School of Medicine, Technion Israel Institute of Technology, Haifa, Israel
| | | | - Eldad J Dann
- Hematology, Rambam Hospital, Haifa, Israel.,Rappaport School of Medicine, Technion Israel Institute of Technology, Haifa, Israel
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11
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Nipp RD, Shui AM, Perez GK, Kirchhoff AC, Peppercorn JM, Moy B, Kuhlthau K, Park ER. Patterns in Health Care Access and Affordability Among Cancer Survivors During Implementation of the Affordable Care Act. JAMA Oncol 2019; 4:791-797. [PMID: 29596618 DOI: 10.1001/jamaoncol.2018.0097] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Importance Cancer survivors face ongoing health issues and need access to affordable health care, yet studies examining health care access and affordability in this population are lacking. Objectives To evaluate health care access and affordability in a national sample of cancer survivors compared with adults without cancer and to evaluate temporal trends during implementation of the Affordable Care Act. Design, Setting, and Participants We used data from the National Health Interview Survey from 2010 through 2016 to conduct a population-based study of 30 364 participants aged 18 years or older. We grouped participants as cancer survivors (n = 15 182) and those with no reported history of cancer, whom we refer to as control respondents (n = 15 182), matched on age. We excluded individuals reporting a cancer diagnosis prior to age 18 years and those with nonmelanoma skin cancers. Main Outcomes and Measures We compared issues with health care access (eg, delayed or forgone care) and affordability (eg, unable to afford medications or health care services) between cancer survivors and control respondents. We also explored trends over time in the proportion of cancer survivors reporting these difficulties. Results Of the 30 364 participants, 18 356 (57.4%) were women. The mean (SD) age was 63.5 (23.5) years. Cancer survivors were more likely to be insured (14 412 [94.8%] vs 13 978 [92.2%], P < .001) and to have government-sponsored insurance (7266 [44.3%] vs 6513 [38.8%], P < .001) compared with control respondents. In multivariable models, cancer survivors were more likely than control respondents to report delayed care (odds ratio [OR], 1.38; 95% CI, 1.16-1.63), forgone medical care (OR, 1.76; 95% CI, 1.45-2.12), and/or inability to afford medications (OR, 1.77; 95% CI, 1.46-2.14) and health care services (OR, 1.46; 95% CI, 1.27-1.68) (P < .001 for all). From 2010 to 2016, the proportion of survivors reporting delayed medical care decreased each year (B = 0.47; P = .047), and the proportion of those needing and not getting medical care also decreased each year (B = 0.35; P = .04). In addition, the proportion of cancer survivors who reported being unable to afford prescription medication decreased each year (B=0.66; P = .004) and the proportion of those unable to afford at least 1 of 6 services decreased each year (B = 0.51; P = .01). Conclusions and Relevance Despite higher rates of insurance coverage, cancer survivors reported greater difficulties accessing and affording health care compared with adults without cancer. Importantly, the proportion of survivors reporting these issues continued a downward trend throughout our observation period in the years following the implementation of the Affordable Care Act. Our findings suggest incremental improvement in health care access and affordability after recent health care reform and provide an important benchmark as additional changes are likely to occur in the coming years.
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Affiliation(s)
- Ryan D Nipp
- Massachusetts General Hospital and Harvard Medical School, Boston.,Massachusetts General Hospital Cancer Center, Boston
| | - Amy M Shui
- Massachusetts General Hospital and Harvard Medical School, Boston
| | - Giselle K Perez
- Massachusetts General Hospital and Harvard Medical School, Boston.,Massachusetts General Hospital Cancer Center, Boston
| | - Anne C Kirchhoff
- Huntsman Cancer Institute and Department of Pediatrics, University of Utah, Salt Lake City
| | - Jeffrey M Peppercorn
- Massachusetts General Hospital and Harvard Medical School, Boston.,Massachusetts General Hospital Cancer Center, Boston
| | - Beverly Moy
- Massachusetts General Hospital and Harvard Medical School, Boston.,Massachusetts General Hospital Cancer Center, Boston
| | - Karen Kuhlthau
- Massachusetts General Hospital and Harvard Medical School, Boston
| | - Elyse R Park
- Massachusetts General Hospital and Harvard Medical School, Boston.,Massachusetts General Hospital Cancer Center, Boston
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12
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Chen YY, Hsieh CI, Chung KP. Continuity of Care, Follow-Up Care, and Outcomes among Breast Cancer Survivors. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E3050. [PMID: 31443512 PMCID: PMC6747467 DOI: 10.3390/ijerph16173050] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 08/19/2019] [Accepted: 08/19/2019] [Indexed: 12/17/2022]
Abstract
This retrospective cohort study examined the effects of care continuity on the utilization of follow-up services and outcome of breast cancer patients (stages I-III) in the post-treatment phase of care. Propensity score matching and generalized estimation equations were used in the analysis of data obtained from national longitudinal databases. The continuity of care index (COCI) was calculated separately for primary care physicians (PCP) and oncologists. Our results revealed that breast cancer survivors with a higher oncology COCI were more likely than those with a lower oncology COCI to use mammography or breast ultrasound during the follow-up period (OR = 1.26, 95% CI: 1.19-1.32; OR = 1.12, 95% CI: 1.06-1.18; respectively). In terms of health outcomes, a higher oncology COCI was associated with a lower likelihood of hospitalization (OR = 0.78, 95% CI: 0.71-0.85) and emergency department use (OR = 0.88, 95% CI: 0.82-0.95). A higher PCP COCI was also associated with a lower likelihood of hospitalization (OR = 0.77, 95% CI: 0.70-0.85) and emergency department use (OR = 0.75, 95% CI: 0.68-0.82). Overall, this study determined that ambulatory care continuity is positively associated with the likelihood of using recommended follow-up care services and negatively associated with adverse health events among breast cancer survivors.
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Affiliation(s)
- Yun-Yi Chen
- Institute of Health Policy and Management, College of Public Health, National Taiwan University, Taipei 10055, Taiwan
| | - Cheng-I Hsieh
- Division of Hematology and Oncology, Department of Internal Medicine, Taipei Medical University Hospital, Taipei 11031, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan
| | - Kuo-Piao Chung
- Institute of Health Policy and Management, College of Public Health, National Taiwan University, Taipei 10055, Taiwan.
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13
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Birken SA, Raskin S, Zhang Y, Lane G, Zizzi A, Pratt-Chapman M. Survivorship Care Plan Implementation in US Cancer Programs: a National Survey of Cancer Care Providers. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2019; 34:614-622. [PMID: 29948925 PMCID: PMC6294719 DOI: 10.1007/s13187-018-1374-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Survivorship care plans (SCPs)-documents intended to improve care for cancer survivors who have completed active treatment-are required, yet implementation is poor. We sought to understand SCP implementation in cancer programs in the USA with the objective of identifying opportunities for improvement. We recruited cancer care providers in the USA via several cancer care networks to participate in a survey regarding SCP implementation. We used descriptive statistics to analyze the data. Three hundred ninety-five providers from diverse cancer programs in 47 states and Washington, DC responded to the survey. The timing of SCP implementation varied across and within cancer programs, with approximately 40% of respondents reporting developing SCPs more than 3 months after primary treatment or adjuvant therapy completion. Nurse navigators were responsible for 48-58% of each stage of SCP implementation. Processes that could have been automated often occurred in-person or via phone and vice versa. Respondents reported spending more than 2 h per SCP to complete all stages of implementation, of which less than a third was reimbursed by third-party payers. We identified several opportunities for improving SCP implementation, including broadening the base of responsibility, optimizing modes of communication, decreasing the time required and increasing the funding available, and limiting variation in SCP implementation across and within cancer programs. Future work should assess the influence of approaches to SCP implementation on desired outcomes.
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Affiliation(s)
- Sarah A Birken
- Department of Health Policy and Management, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, 1103E McGavran-Greenberg, 135 Dauer Drive, Campus Box 7411, Chapel Hill, NC, 27599-7411, USA.
| | - Sarah Raskin
- L. Douglas Wilder School of Government and Public Affairs, Virginia Commonwealth University, Richmond, VA, USA
| | - Yuqing Zhang
- Institute for Patient-Centered Initiatives & Health Equity, The George Washington University Cancer Center, Washington, DC, USA
| | - Gema Lane
- Institute for Patient-Centered Initiatives & Health Equity, The George Washington University Cancer Center, Washington, DC, USA
| | - Alexandra Zizzi
- Department of Health Policy and Management, Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, 1103E McGavran-Greenberg, 135 Dauer Drive, Campus Box 7411, Chapel Hill, NC, 27599-7411, USA
| | - Mandi Pratt-Chapman
- Institute for Patient-Centered Initiatives & Health Equity, The George Washington University Cancer Center, Washington, DC, USA
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14
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Hassett MJ, Banegas M, Uno H, Weng S, Cronin AM, O'Keeffe Rosetti M, Carroll NM, Hornbrook MC, Ritzwoller DP. Spending for Advanced Cancer Diagnoses: Comparing Recurrent Versus De Novo Stage IV Disease. J Oncol Pract 2019; 15:e616-e627. [PMID: 31107629 DOI: 10.1200/jop.19.00004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
PURPOSE Spending for patients with advanced cancer is substantial. Past efforts to characterize this spending usually have not included patients with recurrence (who may differ from those with de novo stage IV disease) or described which services drive spending. METHODS Using SEER-Medicare data from 2008 to 2013, we identified patients with breast, colorectal, and lung cancer with either de novo stage IV or recurrent advanced cancer. Mean spending/patient/month (2012 US dollars) was estimated from 12 months before to 11 months after diagnosis for all services and by the type of service. We describe the absolute difference in mean monthly spending for de novo versus recurrent patients, and we estimate differences after controlling for type of advanced cancer, year of diagnosis, age, sex, comorbidity, and other factors. RESULTS We identified 54,982 patients with advanced cancer. Before diagnosis, mean monthly spending was higher for recurrent patients (absolute difference: breast, $1,412; colorectal, $3,002; lung, $2,805; all P < .001), whereas after the diagnosis, it was higher for de novo patients (absolute difference: breast, $2,443; colorectal, $4,844; lung, $2,356; all P < .001). Spending differences were driven by inpatient, physician, and hospice services. Across the 2-year period around the advanced cancer diagnosis, adjusted mean monthly spending was higher for de novo versus recurrent patients (spending ratio: breast, 2.39 [95% CI, 2.05 to 2.77]; colorectal, 2.64 [95% CI, 2.31 to 3.01]; lung, 1.46 [95% CI, 1.30 to 1.65]). CONCLUSION Spending for de novo cancer was greater than spending for recurrent advanced cancer. Understanding the patterns and drivers of spending is necessary to design alternative payment models and to improve value.
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Affiliation(s)
- Michael J Hassett
- 1 Dana-Farber Cancer Institute, Boston, MA.,2 Harvard Medical School, Boston, MA
| | | | - Hajime Uno
- 1 Dana-Farber Cancer Institute, Boston, MA.,2 Harvard Medical School, Boston, MA
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15
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Neuner JM, Nattinger AB, Yen T, McGinley E, Nattinger M, Pezzin LE. Temporal trends and regional variation in the utilization of low-value breast cancer care: has the Choosing Wisely campaign made a difference? Breast Cancer Res Treat 2019; 176:205-215. [PMID: 30972612 DOI: 10.1007/s10549-019-05213-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 03/25/2019] [Indexed: 01/06/2023]
Abstract
PURPOSE Since 2012, about 80 specialty societies have released Choosing Wisely (CW) recommendations aimed at reducing the use of low-value, unproven, or ineffective medical services. The extent to which these recommendations have influenced the behavior of physicians and patients remains largely unknown. METHODS Using MarketScan Commercial Claims and Medicare Supplemental and Coordination of Benefits databases, we identified annual cohorts of women with incident, early-stage breast cancer and estimated the prevalence of four initial treatment and six surveillance metrics deemed as low-value breast cancer care by CW. Multivariable logistic regressions were subsequently used to estimate temporal trends and regional variation in the use of these metrics, with a special focus on the year of CW's publication. RESULTS There were 122,341 women identified as undergoing treatment for incident breast cancer between 2010 and 2014. Two of the four low-value initial treatment metrics and four of the six low-value surveillance metrics declined significantly over time. The temporal trend of declining use, however, preceded the release of CW's guidelines. Declines ranged from 11.0% for follow-up mammography to 40.6% for receipt of surgical biopsy without an attempted needle biopsy. There were marked regional differences in use of low-value breast cancer care for all metrics, much of which persisted after publication of CW. CONCLUSIONS With two notable exceptions, use of low-value breast cancer care has declined steadily since 2010. The declines, however, were not accelerated by the publication of CW recommendations.
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Affiliation(s)
- Joan M Neuner
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA. .,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA. .,Division of General Internal Medicine, Medical College of Wisconsin, Milwaukee, WI, USA. .,Department of Medicine, Center for Patient Care and Outcomes Research, Medical College of Wisconsin, 8701 WWatertown Plank Rd., Milwaukee, WI, 53226, USA.
| | - Ann B Nattinger
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA.,Division of General Internal Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Tina Yen
- Department of Surgery, Medical College of Wisconsin, Milwaukee, WI, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA.,Division of Surgical Oncology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Emily McGinley
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA.,Division of General Internal Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Michael Nattinger
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA.,Division of General Internal Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Liliana E Pezzin
- Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, USA.,Division of General Internal Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
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16
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Meyer C, Millán P, González V, Spera G, Machado A, Mackey JR, Fresco R. Intensive Imaging Surveillance of Survivors of Breast Cancer May Increase Risk of Radiation-induced Malignancy. Clin Breast Cancer 2019; 19:e468-e474. [PMID: 30850181 DOI: 10.1016/j.clbc.2019.01.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 01/10/2019] [Accepted: 01/14/2019] [Indexed: 01/15/2023]
Abstract
BACKGROUND Current clinical guidelines recommend mammography as the only imaging method for surveillance in asymptomatic survivors of early breast cancer (EBC). However, non-recommended tests are commonly used. We estimated the imaging radiation-induced malignancies (IRIM) risks in survivors of EBC undergoing different imaging surveillance models. MATERIALS AND METHODS We built 5 theoretical models of imaging surveillance, from annual mammography only (model 1) to increasingly imaging-intensive approaches, including computed tomography (CT) scan, positron emission tomography-CT, bone scan, and multigated acquisition scan (models 2 through 5). Using the National Cancer Institute's Radiation Risk Assessment Tool, we compared the excess lifetime attributable cancer risk (LAR) for hypothetical survivors of EBC starting surveillance at the ages of 30, 60, or 75 years and ending at 81 years. RESULTS For all age groups analyzed, there is a statistically significant increase in LAR when comparing model 1 with more intensive models. As an example, in a patient beginning surveillance at the age of 60 years, there is a 28.5-fold increase in the IRIM risk when comparing mammography only versus a schedule with mammography plus CT scan of chest-abdomen and bone scan. We found no differences when comparing models 2 through 5. LAR is higher when surveillance starts at a younger age, although the age effect was only statistically significant in model 1. CONCLUSION Non-recommended imaging during EBC surveillance can be associated with a significant increase in LAR. In addition to the lack of survival benefit, additional tests may have significant IRIM risks and should be avoided.
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Affiliation(s)
- Carlos Meyer
- Medical Unit, Translational Research In Oncology (TRIO), Montevideo, Uruguay
| | - Pablo Millán
- Medical Unit, Translational Research In Oncology (TRIO), Montevideo, Uruguay.
| | - Valeria González
- Medical Unit, Translational Research In Oncology (TRIO), Montevideo, Uruguay
| | - Gonzalo Spera
- Medical Unit, Translational Research In Oncology (TRIO), Montevideo, Uruguay
| | - Andrés Machado
- Medical Unit, Translational Research In Oncology (TRIO), Montevideo, Uruguay
| | - John R Mackey
- Department of Oncology, University of Alberta, Edmonton, Alberta, Canada
| | - Rodrigo Fresco
- Medical Unit, Translational Research In Oncology (TRIO), Montevideo, Uruguay
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17
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Ritzwoller DP, Fishman PA, Banegas MP, Carroll NM, O'Keeffe‐Rosetti M, Cronin AM, Uno H, Hornbrook MC, Hassett MJ. Medical Care Costs for Recurrent versus De Novo Stage IV Cancer by Age at Diagnosis. Health Serv Res 2018; 53:5106-5128. [PMID: 30043542 PMCID: PMC6232408 DOI: 10.1111/1475-6773.13014] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To address the knowledge gap regarding medical care costs for advanced cancer patients, we compared costs for recurrent versus de novo stage IV breast, colorectal, and lung cancer patients. DATA SOURCES/STUDY SETTING Virtual Data Warehouse (VDW) information from three Kaiser Permanente regions: Colorado, Northwest, and Washington. STUDY DESIGN We identified patients aged ≥21 with de novo or recurrent breast (nde novo = 352; nrecurrent = 765), colorectal (nde novo = 1,072; nrecurrent = 542), and lung (nde novo = 4,041; nrecurrent = 340) cancers diagnosed 2000-2012. We estimated average total monthly and annual costs in the 12 months preceding, month of, and 12 months following the index de novo/recurrence date, stratified by age at diagnosis (<65, ≥65). Generalized linear repeated-measures models controlled for demographics and comorbidity. PRINCIPAL FINDINGS In the pre-index period, monthly costs were higher for recurrent than for de novo breast (<65: +$2,431; ≥65: +$1,360), colorectal (<65: +$3,219; ≥65: +$2,247), and lung cancer (<65: +$3,086; ≥65: +$2,260) patients. Conversely, during the index and post-index periods, costs were higher for de novo patients. Average total annual pre-index costs were five- to ninefold higher for recurrent versus de novo patients <65. CONCLUSIONS Cost differences by type of advanced cancer and by age suggest heterogeneous patterns of care that merit further investigation.
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Affiliation(s)
| | - Paul A. Fishman
- Department of Health ServicesUniversity of WashingtonSeattleWA
- Kaiser Permanente Washington Health Research InstituteSeattleWA
| | | | | | | | | | - Hajime Uno
- Dana‐Farber Cancer InstituteBostonMA
- Harvard Medical SchoolBostonMA
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18
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Pachmann K, Schuster S. The Value of Monitoring the Behavior of Circulating Tumor Cells at the End of Endocrine Therapy in Breast Cancer Patients. Cancers (Basel) 2018; 10:cancers10110407. [PMID: 30380648 PMCID: PMC6266844 DOI: 10.3390/cancers10110407] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 10/26/2018] [Indexed: 01/08/2023] Open
Abstract
After five years of endocrine therapy, patients with ER+ (estrogen receptor positive) breast cancer face the question of the benefit of further treatment. Ten years of endocrine therapy has been demonstrated to improve survival compared to five years. However, the individual benefit of continuation remains unclear. Therefore, markers for predicting benefit from endocrine treatment and extended endocrine treatment are desperately needed. In this study the dynamics over time of the tumor cells circulating in peripheral blood of patients, circulating tumor cells/ circulating epithelial tumor cells (CTC/CETC), as the systemic part of the tumor were investigated in 36 patients with ER+ primary breast cancer. CTC/CETCs were monitored serially during and after endocrine therapy. After termination of endocrine therapy 12 patients showed an increase in CTC/CETCs, with 8 of 12 suffering relapse. No change or a reduction was observed in 24 patients, with 2 of 24 suffering relapse. Initial tumor size was marginally prognostic (p = 0.053) but not nodal status nor the mere number of CTC/CETCs. Only the trajectory of CTC/CETCs was a statistically significant predictor of relapse free survival (increasing cell numbers: mean = 940 days vs. stable/decreasing cell numbers mean not reached). Individual cases demonstrated that an increase of CTC/CETCs after discontinuation of tamoxifen therapy could be stopped by resuming the endocrine therapy.
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Affiliation(s)
- Katharina Pachmann
- Medizinisches Labor Pachmann, SIMFO GmbH, Kurpromenade 2, 95448 Bayreuth, Germany.
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19
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Saletti P, Sanna P, Gabutti L, Ghielmini M. Choosing wisely in oncology: necessity and obstacles. ESMO Open 2018; 3:e000382. [PMID: 30018817 PMCID: PMC6045771 DOI: 10.1136/esmoopen-2018-000382] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 05/25/2018] [Accepted: 05/26/2018] [Indexed: 12/25/2022] Open
Abstract
In the last decades, the survival of many patients with cancer improved thanks to modern diagnostic methods and progresses in therapy. Still for several tumours, especially when diagnosed at an advanced stage, the benefits of treatment in terms of increased survival or quality of life are at best modest when not marginal, and should be weighed against the potential discomfort caused by medical procedures. As in other specialties, in oncology as well the dialogue between doctor and patient should be encouraged about the potential overuse of diagnostic procedures or treatments. Several oncological societies produced recommendations similar to those proposed by other medical disciplines adhering to the Choosing Wisely (CW) campaign. In this review, we describe what was reported in the medical literature concerning adequacy of screening, diagnostic, treatment and follow-up procedures and the potential impact on them of the CW. We only marginally touch on the more complex topic of treatment appropriateness, for which several evaluation methods have been developed (including the European Society for Medical Oncology-magnitude of clinical benefit scale). Finally, we review the possible obstacles for the development of CW in the oncological setting and focus on the strategies which could allow CW to evolve in the cancer field, so as to enhance the therapeutic relationship between medical professionals and patients and promote more appropriate management.
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Affiliation(s)
- Piercarlo Saletti
- Medical Oncology Clinic, Oncology Institute of Southern Switzerland, Bellinzona, Switzerland.
| | - Piero Sanna
- Palliative and Supportive Care Clinic, Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
| | - Luca Gabutti
- Internal Medicine Department, Ente Ospedaliero Cantonale (EOC), Choosing Wisely EOC, Bellinzona, Switzerland
| | - Michele Ghielmini
- Medical Oncology Clinic, Oncology Institute of Southern Switzerland, Bellinzona, Switzerland
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20
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Schumacher JR, Neuman HB, Chang GJ, Kozower BD, Edge SB, Yu M, Vanness DJ, Si Y, Jacobs EA, Francescatti AB, Spears PA, Havlena J, Adesoye T, McKellar D, Winchester D, Burnside ES, Greenberg CC. A National Study of the Use of Asymptomatic Systemic Imaging for Surveillance Following Breast Cancer Treatment (AFT-01). Ann Surg Oncol 2018; 25:2587-2595. [PMID: 29777402 DOI: 10.1245/s10434-018-6496-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Indexed: 12/13/2022]
Abstract
BACKGROUND Although not guideline recommended, studies suggest 50% of locoregional breast cancer patients undergo systemic imaging during follow-up, prompting its inclusion as a Choosing Wisely measure of potential overuse. Most studies rely on administrative data that cannot delineate scan intent (prompted by signs/symptoms vs. asymptomatic surveillance). This is a critical gap as intent is the only way to distinguish overuse from appropriate care. OBJECTIVE Our aim was to assess surveillance systemic imaging post-breast cancer treatment in a national sample accounting for scan intent. METHODS A stage-stratified random sample of 10 women with stage II-III breast cancer in 2006-2007 was selected from each of 1217 Commission on Cancer-accredited facilities, for a total of 10,838 patients. Registrars abstracted scan type (computed tomography [CT], non-breast magnetic resonance imaging, bone scan, positron emission tomography/CT) and intent (cancer-related vs. not, asymptomatic surveillance vs. not) from medical records for 5 years post-diagnosis. Data were merged with each patient's corresponding National Cancer Database record, containing sociodemographic and tumor/treatment information. RESULTS Of 10,838 women, 30% had one or more, and 12% had two or more, systemic surveillance scans during a 4-year follow-up period. Patients were more likely to receive surveillance imaging in the first follow-up year (lower proportions during subsequent years) and if they had estrogen receptor/progesterone receptor-negative tumors. CONCLUSIONS Locoregional breast cancer patients undergo asymptomatic systemic imaging during follow-up despite guidelines recommending against it, but at lower rates than previously reported. Providers appear to use factors that confer increased recurrence risk to tailor decisions about systemic surveillance imaging, perhaps reflecting limitations of data on which current guidelines are based. ClinicalTrials.gov Identifier: NCT02171078.
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Affiliation(s)
- Jessica R Schumacher
- Wisconsin Surgical Outcomes Research Program, Department of Surgery, University of Wisconsin-Madison, Madison, WI, USA
| | - Heather B Neuman
- Wisconsin Surgical Outcomes Research Program, Department of Surgery, University of Wisconsin-Madison, Madison, WI, USA
| | - George J Chang
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Benjamin D Kozower
- Department of Surgery, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Stephen B Edge
- Department of Surgical Oncology, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Menggang Yu
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, USA
| | - David J Vanness
- Department of Population Health Sciences, University of Wisconsin-Madison, Madison, WI, USA
| | - Yajuan Si
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI, USA.,Department of Population Health Sciences, University of Wisconsin-Madison, Madison, WI, USA
| | - Elizabeth A Jacobs
- Department of Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | | | - Patricia A Spears
- Department of Population Health and Pathobiology, North Carolina State University, Raleigh, NC, USA
| | - Jeffrey Havlena
- Wisconsin Surgical Outcomes Research Program, Department of Surgery, University of Wisconsin-Madison, Madison, WI, USA
| | - Taiwo Adesoye
- Wisconsin Surgical Outcomes Research Program, Department of Surgery, University of Wisconsin-Madison, Madison, WI, USA
| | - Daniel McKellar
- American College of Surgeons, Commission on Cancer, Chicago, IL, USA
| | - David Winchester
- American College of Surgeons, Commission on Cancer, Chicago, IL, USA
| | | | - Caprice C Greenberg
- Wisconsin Surgical Outcomes Research Program, Department of Surgery, University of Wisconsin-Madison, Madison, WI, USA.
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21
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Birken SA, Urquhart R, Munoz-Plaza C, Zizzi AR, Haines E, Stover A, Mayer DK, Hahn EE. Survivorship care plans: are randomized controlled trials assessing outcomes that are relevant to stakeholders? J Cancer Surviv 2018; 12:495-508. [PMID: 29572602 DOI: 10.1007/s11764-018-0688-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Accepted: 03/09/2018] [Indexed: 12/30/2022]
Abstract
PURPOSE The purpose of this study was to compare outcomes assessed in extant randomized controlled trials (RCTs) to outcomes that stakeholders expect from survivorship care plans (SCPs). To facilitate the transition from active treatment to follow-up care for the 15.5 million US cancer survivors, many organizations require SCP use. However, results of several RCTs of SCPs' effectiveness have been null, possibly because they have evaluated outcomes on which SCPs should be expected to have limited influence. Stakeholders (e.g., survivors, oncologists) may expect outcomes that differ from RCTs' outcomes. METHODS We identified RCTs' outcomes using a PubMed literature review. We identified outcomes that stakeholders expect from SCPs using semistructured interviews with stakeholders in three healthcare systems in the USA and Canada. Finally, we mapped RCTs' outcomes onto stakeholder-identified outcomes. RESULTS RCT outcomes did not fully address outcomes that stakeholders expected from SCPs, and RCTs assessed outcomes that stakeholders did not expect from SCPs. RCTs often assessed outcomes only from survivors' perspectives. CONCLUSIONS RCTs of SCPs' effectiveness have not assessed outcomes that stakeholders expect. To better understand SCPs' effectiveness, future RCTs should assess outcomes of SCP use that are relevant from the perspective of multiple stakeholders. IMPLICATIONS FOR CANCER SURVIVORS SCPs' effectiveness may be optimized when used with an eye toward outcomes that stakeholders expect from SCPs. For survivors, this means using SCPs as a map to guide them with respect to what kind of follow-up care they should seek, when they should seek it, and from whom they should seek it.
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Affiliation(s)
- Sarah A Birken
- Department of Health Policy and Management, Gillings School of Global Public Health, Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, 1103E McGavran-Greenberg Hall, 135 Dauer Dr., Chapel Hill, NC, 27599, USA.
| | - Robin Urquhart
- Department of Surgery, Dalhousie University, Halifax, Canada
| | - Corrine Munoz-Plaza
- Department of Research and Evaluation, Kaiser Permanente Research, Pasadena, CA, USA
| | - Alexandra R Zizzi
- Department of Health Policy and Management, Gillings School of Global Public Health, Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, 1103E McGavran-Greenberg Hall, 135 Dauer Dr., Chapel Hill, NC, 27599, USA
| | - Emily Haines
- Department of Health Policy and Management, Gillings School of Global Public Health, Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, 1103E McGavran-Greenberg Hall, 135 Dauer Dr., Chapel Hill, NC, 27599, USA
| | - Angela Stover
- Department of Health Policy and Management, Gillings School of Global Public Health, Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, 1103E McGavran-Greenberg Hall, 135 Dauer Dr., Chapel Hill, NC, 27599, USA
| | - Deborah K Mayer
- School of Nursing, Lineberger Comprehensive Cancer Center, The University of North Carolina, Chapel Hill, NC, USA
| | - Erin E Hahn
- Department of Research and Evaluation, Kaiser Permanente Research, Pasadena, CA, USA
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Abstract
BACKGROUND Overuse, the provision of health services for which harms outweigh the benefits, results in suboptimal patient care and may contribute to the rising costs of cancer care. We performed a systematic review of the evidence on overuse in oncology. METHODS We searched Medline, EMBASE, the Cochrane Library, Web of Science, SCOPUS databases, and 2 grey literature sources, for articles published between December 1, 2011 and March 10, 2017. We included publications from December 2011 to evaluate the literature since the inception of the ABIM Foundation's Choosing Wisely initiative in 2012. We included original research articles quantifying overuse of any medical service in patients with a cancer diagnosis when utilizing an acceptable standard to define care appropriateness, excluding studies of cancer screening. One of 4 investigator reviewed titles and abstracts and 2 of 4 reviewed each full-text article and extracted data. Methodology used PRISMA guidelines. RESULTS We identified 59 articles measuring overuse of 154 services related to imaging, procedures, and therapeutics in cancer management. The majority of studies addressed adult or geriatric patients (98%) and focused on US populations (76%); the most studied services were diagnostic imaging in low-risk prostate and breast cancer. Few studies evaluated active cancer therapeutics or interventions aimed at reducing overuse. Rates of overuse varied widely among services and among studies of the same service. CONCLUSIONS Despite recent attention to overuse in cancer, evidence identifying areas of overuse remains limited. Broader investigation, including assessment of active cancer treatment, is critical for identifying improvement targets to optimize value in cancer care.
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23
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Salloum RG, O'Keeffe-Rosetti M, Ritzwoller DP, Hornbrook MC, Lafata JE, Nielsen ME. Use of Evidence-Based Prostate Cancer Imaging in a Nongovernmental Integrated Health Care System. J Oncol Pract 2017; 13:e441-e450. [PMID: 28221895 DOI: 10.1200/jop.2016.018333] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE The overuse of imaging, particularly for staging of low-risk prostate cancer, is well documented and widespread. The existing literature, which focuses on the elderly in fee-for-service settings, points to financial incentives as a driver of overuse and may not identify factors relevant to policy solutions within integrated health care systems, where physicians are salaried. METHODS Imaging rates were analyzed among men with incident prostate cancer diagnosed between 2004 and 2011 within the Colorado and Northwest regions of Kaiser Permanente. The sample was stratified according to indication for imaging, ie, high risk for whom imaging was necessary versus low risk for whom imaging was discouraged. Logistic regression was used to model the association between imaging receipt and clinical/demographic patient characteristics by risk strata. RESULTS Of the men with low-risk prostate cancer, 35% received nonindicated imaging at diagnosis, whereas 42% of men with high-risk prostate cancer did not receive indicated imaging. Compared with men diagnosed in 2004, those diagnosed in subsequent years were less likely to receive imaging across both risk groups. Men with high-risk cancer diagnosed at ≥ 65 years of age and those with clinical stage ≥ T2 were more likely to receive indicated imaging. Men with comorbidities were more likely to receive imaging across both risk groups. Men with low-risk prostate cancer who had higher median household incomes were less likely to receive nonindicated imaging. CONCLUSION Nonindicated imaging for diagnostic staging of patients with low-risk prostate cancer was common, but has decreased over the past decade. These findings suggest that factors other than financial incentives may be driving overuse of imaging.
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Affiliation(s)
- Ramzi G Salloum
- University of Florida College of Medicine, Gainesville, FL; Kaiser Permanente Center for Health Research, Portland, OR; Kaiser Permanente Colorado, Denver, CO; and University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Maureen O'Keeffe-Rosetti
- University of Florida College of Medicine, Gainesville, FL; Kaiser Permanente Center for Health Research, Portland, OR; Kaiser Permanente Colorado, Denver, CO; and University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Debra P Ritzwoller
- University of Florida College of Medicine, Gainesville, FL; Kaiser Permanente Center for Health Research, Portland, OR; Kaiser Permanente Colorado, Denver, CO; and University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Mark C Hornbrook
- University of Florida College of Medicine, Gainesville, FL; Kaiser Permanente Center for Health Research, Portland, OR; Kaiser Permanente Colorado, Denver, CO; and University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jennifer Elston Lafata
- University of Florida College of Medicine, Gainesville, FL; Kaiser Permanente Center for Health Research, Portland, OR; Kaiser Permanente Colorado, Denver, CO; and University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Matthew E Nielsen
- University of Florida College of Medicine, Gainesville, FL; Kaiser Permanente Center for Health Research, Portland, OR; Kaiser Permanente Colorado, Denver, CO; and University of North Carolina at Chapel Hill, Chapel Hill, NC
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24
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Hahn EE, Munoz-Plaza C, Wang J, Garcia Delgadillo J, Schottinger JE, Mittman BS, Gould MK. Anxiety, Culture, and Expectations: Oncologist-Perceived Factors Associated With Use of Nonrecommended Serum Tumor Marker Tests for Surveillance of Early-Stage Breast Cancer. J Oncol Pract 2016; 13:e77-e90. [PMID: 27845868 DOI: 10.1200/jop.2016.014076] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Breast cancer offers several opportunities for reducing use of ineffective practices based on American Society of Clinical Oncology guidelines. We assessed oncologist-perceived factors associated with use of one such practice-serum tumor markers for post-treatment breast cancer surveillance-focusing on medical oncologists with high, medium, or low test use. METHODS Using a mixed-methods design, we identified patients who had been treated for early-stage breast cancer diagnosed between January 1, 2009, and December 31, 2012, within Kaiser Permanente Southern California and calculated the number of tests ordered from January 1, 2010, to December 31, 2014. We identified oncologists with high, medium, or low use and subsequently performed semistructured interviews. We used patient satisfaction data to assess association between pattern of use and satisfaction score. RESULTS We identified 7,363 patients, with 40,114 tests ordered. High-use oncologists were defined as those ordering at least one test annually for 35% of patients or more, low-use oncologists as those ordering at least one test for 5% of patients or less; 42% of oncologists were high, 27% low, and 31% medium users. We interviewed 17 oncologists: six high, eight low, and three medium users. Factors associated with high use included: perceived patient anxiety, oncologist anxiety, belief that there was nothing else to offer, concern about satisfaction, patient competition, peer use, and system barriers. Factors associated with low use included: beliefs about consequences (eg, causes harms) and medical center culture (eg, collective decision to follow guidelines). We found no association between satisfaction score and pattern of use. CONCLUSION Barriers to deimplementation are numerous and complex. Traditional strategies of practice change alone are unlikely to be effective. Multifaceted, multilevel strategies deployed to address patient-, clinician-, and system-related barriers may be required.
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Affiliation(s)
- Erin E Hahn
- Kaiser Permanente Southern California, Pasadena, CA
| | | | - Jianjin Wang
- Kaiser Permanente Southern California, Pasadena, CA
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Surveillance Imaging in Patients with Resected Non–Small Cell Lung Cancer: Too Much, Not Enough, or Just Right? Ann Am Thorac Soc 2016; 13:1446-7. [DOI: 10.1513/annalsats.201607-543ed] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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