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Scott AM, Harrington NG, Herman AA. Oncologists' Perceptions of Strategies for Discussing the Cost of Care with Cancer Patients and the Meaning of Those Conversations. HEALTH COMMUNICATION 2024; 39:1343-1357. [PMID: 37190672 DOI: 10.1080/10410236.2023.2212419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
To better understand what makes cost-of-care communication between oncologists and cancer patients more or less successful, we conducted in-depth interviews with 32 oncologists (22 male, 10 female) who were board-certified in medical, surgical, or radiation oncology. Through qualitative descriptive analysis by four coders, we found that oncologists used six broad strategies to discuss cost with patients: open discussion, avoidance, reassurance, warning, outsourcing, and educating. We also found that oncologists invoked certain meanings of cost conversations: cost conversations as holistic care, coercion, a matter of timing, risking patient suspicions, advocacy, unwanted distraction, transparency, bad news delivery, problem-solving, pointless, informed decision making, or irrelevant. These meanings appeared to be linked to oncologists enacting certain strategies (e.g., oncologists who invoked cost conversations as holistic care tended to enact open discussion, those who saw cost conversations as risky tended to use avoidance). Theoretically, our results suggest that the invoked meaning of a difficult conversation may be a key explanatory mechanism for differentiating high-quality from low-quality communication in cost conversations. Practically, our findings suggest that oncologists should consider how well the invoked meaning of the cost conversation is serving their own and their patients' goals.
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Nadarajah A, Lazor T, Meserve A, Buchanan F, Birken C, van den Heuvel M. Experiences of Financial Stress and Supports in Caregivers During Pediatric Hospital Admission. Hosp Pediatr 2024; 14:233-241. [PMID: 38495016 DOI: 10.1542/hpeds.2023-007453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/29/2024] [Indexed: 03/19/2024]
Abstract
BACKGROUND AND OBJECTIVE In Canada and the United States, ∼1 in 5 children live in poverty, contributing to poor health outcomes. Families with children with chronic illness may experience additional financial stress related to hospitalization. This study aimed to capture experiences of financial needs and supports among caregivers with a child admitted to a tertiary care pediatric hospital to inform hospital-based financial services to reduce financial stress in families. METHODS We recruited caregivers of children admitted to the general inpatient ward of an academic pediatric center using purposive sampling with no exclusion criteria. Individual, semistructured, in-depth interviews with participants were conducted. Data collected included socio-demographics, financial needs, and experiences with financial supports. Interviews were audio-recorded, transcribed verbatim, coded, and analyzed on NVivo software using a modified-grounded theory approach and summative content analysis. RESULTS Fifteen caregivers of diverse backgrounds were interviewed, including non-English speakers (n = 4). Three themes and associated subthemes (in parentheses) were identified: (1) financial stress expressed by participants (acute admission-related and chronic financial stress), (2) challenges associated with accessing and utilizing financial supports (caregiver factors, systemic hospital factors, and systemic government factors), and (3) ideas for financial services at the pediatric hospital (services that will provide acute- and chronic financial assistance including education about financial supports and benefits). CONCLUSIONS Our study highlighted acute and chronic financial needs as well as challenges in accessing financial support. Participants were interested in the healthcare system gaining a comprehensive understanding of their financial circumstances and accessing financial services in a hospital setting.
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Affiliation(s)
| | - Tanya Lazor
- Department of Paediatrics, University of Toronto, Toronto, Canada
- Department of Social Work
| | | | | | - Catherine Birken
- Department of Paediatrics, University of Toronto, Toronto, Canada
- Division of Paediatrics
- Child Health Evaluative Sciences, The Hospital for Sick Children, Toronto, Canada
| | - Meta van den Heuvel
- Department of Paediatrics, University of Toronto, Toronto, Canada
- Division of Paediatrics
- Child Health Evaluative Sciences, The Hospital for Sick Children, Toronto, Canada
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Simoni P, Kozlowski L, Boitsios G, De Angelis R, De Leucio A. American College of Radiology (ACR) Appropriateness Criteria and EURO-2000 Guidelines Offer Limited Guidance for MRI Imaging of Pediatric Patients. Acad Radiol 2023; 30:1991-1999. [PMID: 36572626 DOI: 10.1016/j.acra.2022.12.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 12/07/2022] [Accepted: 12/08/2022] [Indexed: 12/26/2022]
Abstract
PURPOSE This study aims to evaluate the clinical scenarios addressed by the EURO-2000 guidelines and the ACR appropriateness criteria for referring children to MRI and assessing the referring physician compliance with both guidelines. METHODS In January 2022, clinical scenarios reported in the last 1000 consecutive MRI requests for children (0-16 years) in one university children's hospital and two general university hospitals in Belgium, Europe, were retrospectively matched to the EURO-2000 guidelines and ACR appropriateness criteria. The number of clinical scenarios addressed and the justification for MRI referral were independently assessed for both guidelines. Pooled data from the three centers were evaluated and then analyzed by center, body area and prescriber using McNemar's test for paired proportions and χ2-tests unpaired proportions. RESULTS After excluding incomplete or missing MRI requests, 2932 of 3000 requests were included in the analysis. Overall, out of 2932 clinical scenarios, 1229 (37.99%) were addressed by EURO-2000 and 1081 (36.37%) were addressed by the ACR appropriateness criteria (McNemar test, p = 0.12). The proportions of clinical scenarios covered by the two guidelines were statistically similar when comparing centers, but varied across body regions (p < 0.001) and referring physician specialty (p between 0.75 and 0.001). EURO-2000 guidelines provided better coverage for head and spine (p < 0.05), while the ACR appropriateness criteria provided broader coverage for abdomen, pelvis, and musculoskeletal system (p < 0.0001). For addressed clinical scenarios, prescriber compliance for both guidelines was excellent with > 94% of justified MRI examinations in all the centers. CONCLUSIONS Both the EURO-2000 guidelines and the ACR appropriateness criteria did not address two-thirds of clinical scenarios in children. Head and neck, chest and abdominal-pelvic examinations are the anatomic regions which should receive a specific attention for the future implementation of evidence-based clinical decision support tools for all referring specialists.
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Affiliation(s)
- Paolo Simoni
- Department of Pediatric Imaging, "Reine Fabiola" Children's University Hospital, Université Libre de Bruxelles, 15, Jean-Joseph Crocq, 1020, Brussels, Belgium.
| | - Lysandre Kozlowski
- Department of Pediatric Imaging, "Reine Fabiola" Children's University Hospital, Université Libre de Bruxelles, 15, Jean-Joseph Crocq, 1020, Brussels, Belgium
| | - Grammatina Boitsios
- Department of Pediatric Imaging, "Reine Fabiola" Children's University Hospital, Université Libre de Bruxelles, 15, Jean-Joseph Crocq, 1020, Brussels, Belgium
| | - Riccardo De Angelis
- Department of Pediatric Imaging, "Reine Fabiola" Children's University Hospital, Université Libre de Bruxelles, 15, Jean-Joseph Crocq, 1020, Brussels, Belgium
| | - Alessandro De Leucio
- Department of Pediatric Imaging, "Reine Fabiola" Children's University Hospital, Université Libre de Bruxelles, 15, Jean-Joseph Crocq, 1020, Brussels, Belgium
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Wang Y, Park J, Li R, Luman E, Zhang P. National Trends in Out-of-Pocket Costs Among U.S. Adults With Diabetes Aged 18-64 Years: 2001-2017. Diabetes Care 2021; 44:2510-2517. [PMID: 34429323 PMCID: PMC9578147 DOI: 10.2337/dc20-2833] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 08/01/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To assess national trends in out-of-pocket (OOP) costs among adults aged 18-64 years with diabetes in the U.S. RESEARCH DESIGN AND METHODS Using data from the 2001-2017 Medical Expenditure Panel Survey, we estimated total per person annual OOP costs (insurance premiums, prescription drug costs, inpatient and outpatient deductibles, copays, and other payments not covered by insurance) and high OOP cost rate, defined as the percentage of people with OOP spending >10% of their family's pretax income. We examined trends overall, by subgroup (insurance type, income level, insulin use, size of patient's employer, and whether the patient was enrolled in a high deductible health plan), and by type of service. Changes in trends were identified using joinpoint analysis; costs were adjusted to 2017 U.S. dollars. RESULTS From 2001 to 2017, OOP costs decreased 4.3%, from $4,328 to $4,139, and the high OOP cost rate fell 32%, from 28 to 19% (P < 0.001). Changes in the high OOP cost rate varied by subgroup, declining among those with public or no insurance and those with an income <200% of the federal poverty level (P < 0.001) but remaining stable among those with private insurance and higher income. Drug prescription OOP costs decreased among all subgroups (P < 0.001). Decreases in total (-$58 vs. -$37, P < 0.001) and prescription (-$79 vs. -$68, P < 0.001) OOP costs were higher among insulin users than noninsulin users. CONCLUSIONS OOP costs among U.S. nonelderly adults with diabetes declined, especially among those least able to afford them. Future studies may explore factors contributing to the decline in OOP costs and the impact on the quality of diabetes care and complication rates.
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Affiliation(s)
- Yu Wang
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Joohyun Park
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Rui Li
- Division of Reproductive Health, Centers for Disease Control and Prevention, Atlanta, GA
| | - Elizabeth Luman
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Ping Zhang
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
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Bassett HK, Beck J, Coller RJ, Flaherty B, Tiedt KA, Hummel K, Tchou MJ, Kapphahn K, Walker L, Schroeder AR. Parent Preferences for Transparency of Their Child's Hospitalization Costs. JAMA Netw Open 2021; 4:e2126083. [PMID: 34546372 PMCID: PMC8456391 DOI: 10.1001/jamanetworkopen.2021.26083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 07/16/2021] [Indexed: 01/20/2023] Open
Abstract
Importance Health care in the US is often expensive for families; however, there is little transparency in the cost of medical services. The extent to which parents want cost transparency in their children's care is not well characterized. Objective To explore the preferences and experiences of parents of hospitalized children regarding the discussion and consideration of health care costs in the inpatient care of their children. Design, Setting, and Participants This cross-sectional multicenter survey study included 6 geographically diverse university-affiliated US children's hospitals from November 3, 2017, to November 8, 2018. Participants included a convenience sample of English- and Spanish-speaking parents of hospitalized children nearing hospital discharge. Data were analyzed from January 1, 2020, to June 25, 2021. Main Outcomes and Measures Parents' preferences and experiences regarding transparency of their child's health care costs. Multivariable linear regression examined associations between clinical and sociodemographic variables with parents' preferences for knowing, discussing, and considering costs in the clinical setting. Factors included family financial difficulties, child's level of chronic disease, insurance payer, deductible, family poverty level, race, ethnicity, parental educational level, and study site. Results Of 644 invited participants, 526 (82%) were enrolled (290 [55%] male), of whom 362 (69%) were White individuals, 400 (76%) were non-Hispanic/Latino individuals, and 274 (52%) had children with private insurance. Overall, 397 families (75%) wanted to discuss their child's medical costs, but only 36 (7%) reported having a cost conversation. If cost discussions were to occur, 294 families (56%) would prefer to speak to a financial counselor. Ninety-eight families (19%) worried discussing costs would hurt the quality of their child's care. Families with a medical financial burden unrelated to their hospitalized child had higher mean agreement that their child's physician should consider the family's costs in medical decision-making than families without a medical financial burden (effect size, 0.55 [95% CI, 0.18-0.92]). No variables were consistently associated with cost transparency preferences. Conclusions and Relevance Most parents want to discuss their child's costs during an acute hospitalization. Discussions of health care costs may be an important, relatively unexplored component of family-centered care. However, these discussions rarely occur, indicating a tremendous opportunity to engage and support families in this issue.
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Affiliation(s)
- Hannah K. Bassett
- Division of Hospital Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Jimmy Beck
- Department of Pediatrics, Seattle Children’s Hospital, Seattle, Washington
| | - Ryan J. Coller
- Deparment of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison
| | - Brian Flaherty
- Division of Pediatric Critical Care, Department of Pediatrics, Primary Children’s Hospital, University of Utah, Salt Lake City
| | - Kristin A. Tiedt
- Deparment of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison
| | - Kevin Hummel
- Division of Pediatric Critical Care, Department of Pediatrics, Primary Children’s Hospital, University of Utah, Salt Lake City
- currently affiliated with Division of Cardiology, Department of Pediatrics, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Michael J. Tchou
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio
- currently affiliated with Section of Hospital Medicine, Department of Pediatrics, Children’s Hospital Colorado, University of Colorado Denver, Aurora
| | | | - Lauren Walker
- Section of Hospital Medicine, Department of Pediatrics, Texas Children’s Hospital, Baylor College of Medicine, Houston
| | - Alan R. Schroeder
- Division of Hospital Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
- Division of Critical Care, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
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Scott AM, Harrington NG, Spencer E. Primary Care Physicians' Strategic Pursuit of Multiple Goals in Cost-of-Care Conversations with Patients. HEALTH COMMUNICATION 2021; 36:927-939. [PMID: 32019346 DOI: 10.1080/10410236.2020.1723051] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Despite the importance of cost-of-care conversations between physicians and patients, such discussions are not well understood. We used multiple goals theory to examine the specific goals that are salient in these discussions and how physicians pursue these goals. We used qualitative descriptive coding to analyze the verbatim transcripts from in-depth interviews with 36 primary care physicians. Our analysis identified a number of goals that are commonly salient in cost conversations, including task goals (reducing the cost of care, making treatment decisions, and promoting patient adherence), identity goals (reinforcing their professional identity as a "good doctor," acting as a steward of medical resources, being an advocate for patients, and preventing patient embarrassment), and relational goals (strengthening the physician-patient relationship and mitigating damage to the physician-patient relationship). In addition, participants articulated a number of ways in which these goals compete with each other, making cost conversations challenging. We found that physicians use a common repertoire of rhetorical strategies to manage these goals, including directly addressing cost, avoiding discussion of cost, and falsely reassuring patients about cost concerns. Our analysis revealed that the meaning of the cost conversation explains the connection between physicians' goals and strategies. Specifically, we found that physicians invoke polysemic meanings of cost conversations to achieve their multiple goals using seemingly contradictory strategies. The results of our analysis have implications for building theory and improving practice.
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Espinoza Suarez NR, LaVecchia CM, Fischer KM, Kamath CC, Brito JP. Impact of Cost Conversation on Decision-Making Outcomes. Mayo Clin Proc Innov Qual Outcomes 2021; 5:802-810. [PMID: 34401656 PMCID: PMC8358194 DOI: 10.1016/j.mayocpiqo.2021.05.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Objective To understand the impact of cost conversations on the following decision-making outcomes: patients’ knowledge about their conditions and treatment options, decisional conflict, and patient involvement. Patients and Methods In 2020 we performed a secondary analysis of a randomly selected set of 220 video recordings of clinical encounters from trials run between 2007 and 2015. Videos were obtained from eight practice-based randomized trials and one pre–post-prospective study comparing care with and without shared decision-making (SDM) tools. Results The majority of trial participants were female (61%) and White (86%), with a mean age of 56, some college education (68%), and an income greater than or equal to $40,000 per year (75%), and who did not participate in an encounter aided by an SDM tool (52%). Cost conversations occurred in 106 encounters (48%). In encounters with SDM tools, having a cost conversation lead to lower uncertainty scores (2.1 vs 2.6, P=.02), and higher knowledge (0.7 vs 0.6, P=.04) and patient involvement scores (20 vs 15.7, P=.009) than in encounters using SDM tools where cost conversations did not occur. In a multivariate model, we found slightly worse decisional conflict scores when patients started cost conversations as opposed to when the clinicians started cost conversations. Furthermore, we found higher levels of knowledge when conversations included indirect versus direct cost issues. Conclusion Cost conversations have a minimal but favorable impact on decision-making outcomes in clinical encounters, particularly when they occurred in encounters aided by an SDM tool that raises cost as an issue.
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Affiliation(s)
- Nataly R Espinoza Suarez
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN.,Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Mayo Clinic, Rochester, MN
| | - Christina M LaVecchia
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN.,School of Arts and Sciences, Neumann University, Aston, PA
| | - Karen M Fischer
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | - Celia C Kamath
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN.,Division of Health Care Policy and Research, Mayo Clinic, Rochester, MN.,Evidence-Based Practice Center, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
| | - Juan P Brito
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN.,Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Mayo Clinic, Rochester, MN
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8
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Barrera FJ, Ponce OJ, Espinoza NR, Alvarez-Villalobos NA, Zuñiga-Hernández JA, Prokop LJ, Gionfriddo MR, Rodriguez-Gutierrez R, Brito JP. Interventions supporting cost conversations between patients and clinicians: A systematic review. Int J Clin Pract 2021; 75:e14037. [PMID: 33497499 DOI: 10.1111/ijcp.14037] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 01/19/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND AND AIM Discussing cost during medical encounters may decrease the financial impact of medical care on patients and align their treatment plans with their financial capacities. We aimed to examine which interventions exist and quantify their effectiveness to support cost conversations. METHODS Several databases were queried (Embase; Ovid MEDLINE(R); Epub Ahead of Print, In-Process & Other Non-Indexed Citations and Daily; the Cochrane databases; and Scopus) from their inception until January 31, 2020 using terms such as "clinician*", "patient*", "cost*", and "conversation*". Eligibility assessment, data extraction and risk of bias assessment were performed independently and in duplicate. We extracted study setting, design, intervention characteristics and outcomes related to patients, clinicians and quality metrics. RESULTS We identified four studies (1327 patients) meeting our inclusion criteria. All studies were non-randomised and conducted in the United States. Three were performed in a primary care setting and the fourth in an oncology. Two studies used decision aids that included cost information; one used a training session for health care staff about cost conversations, and the other directly delivered information regarding cost conversations to patients. All interventions increased cost-conversation frequency. There was no effect on out-of-pocket costs, satisfaction, medication adherence or understanding of costs of care. CONCLUSION The body of evidence is small and comprised of studies at high risk of bias. However, an increase in the frequency of cost conversations is consistent. Studies with higher quality are needed to ascertain the effects of these interventions on the acceptability, frequency and quality of cost conversations.
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Affiliation(s)
- Francisco J Barrera
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN, USA
- Plataforma INVEST Medicina UANL-KER Unit Mayo Clinic (KER Unit México), Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
- Endocrinology Division, Department of Internal Medicine, University Hospital "Dr. José E. González", Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Oscar J Ponce
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN, USA
- Unidad de Conocimiento y Evidencia (CONEVID), Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Nataly R Espinoza
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN, USA
| | - Neri A Alvarez-Villalobos
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN, USA
- Plataforma INVEST Medicina UANL-KER Unit Mayo Clinic (KER Unit México), Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Jorge A Zuñiga-Hernández
- Plataforma INVEST Medicina UANL-KER Unit Mayo Clinic (KER Unit México), Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
- Endocrinology Division, Department of Internal Medicine, University Hospital "Dr. José E. González", Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | | | | | - Rene Rodriguez-Gutierrez
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN, USA
- Plataforma INVEST Medicina UANL-KER Unit Mayo Clinic (KER Unit México), Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
- Endocrinology Division, Department of Internal Medicine, University Hospital "Dr. José E. González", Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Juan P Brito
- Knowledge and Evaluation Research (KER) Unit, Mayo Clinic, Rochester, MN, USA
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Kuba S, Moriuchi H, Yamanouchi K, Shibata K, Yano H, Oikawa M, Maeda S, Meng X, Morita M, Hatachi T, Otsubo R, Matsumoto M, Miyamoto J, Kanetaka K, Taniguchi H, Nagayasu T, Eguchi S. Protocol for studying the efficiency of ChemoCalc software in helping patients to understand drug treatment costs for breast cancer: A multicenter, open-label, randomized phase 2 study. Contemp Clin Trials Commun 2021; 21:100739. [PMID: 33718655 PMCID: PMC7921475 DOI: 10.1016/j.conctc.2021.100739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 10/22/2020] [Accepted: 02/04/2021] [Indexed: 11/28/2022] Open
Abstract
Survival of patients with breast cancer can be prolonged by treatment with drugs, particularly new molecular-targeted drugs. However, these agents can be expensive and such treatments can be “an economic burden.” In this ongoing trial, we aim to assess the usefulness of ChemoCalc, a software package for calculating drug costs, to help patients understand the financial outlays. In this multicenter, randomized controlled phase 2 trial, 106 patients with advanced breast cancer will be assigned to either the “ChemoCalc” or “Usual Explanation” group. Treatment using ChemoCalc will be discussed with patients in the ChemoCalc group, whereas standard treatments, without using ChemoCalc, will be discussed with patients in the Usual Explanation group. Subsequently, the participants will decide the treatment and complete a five-grade evaluation questionnaire; those in the Usual Explanation group will receive information about ChemoCalc. Investigators will report if patients subsequently decide to change treatments. The primary endpoint will be the scores of two key questions compared between the groups: “Did you understand the cost of treatment in today's discussion?” and “Do you think the cost of treatment is important in choosing a treatment?“. The secondary endpoints will be to compare discrepancies between treatments recommended by physicians and those selected by patients, the time required for discussion, other questionnaire factors, and the relationship between Comprehensive Score for Financial Toxicity tool and treatment selection. This will be the first randomized controlled trial to assess the efficacy of software to help patients understand drug cost estimates and whether it subsequently affects treatment choice. This study will be conducted according to the CONSORT statement. All participants will sign a written consent form. The study protocol was reviewed and approved by the Clinical Research Review Board of Nagasaki University (19070801). The protocol (version 1) was designed and will be conducted in accordance with the Declaration of Helsinki (1964) and the Ethical Guidelines for Medical and Health Research Involving Human Subjects (2017). The findings will be disseminated through scientific and professional conferences, and in peer-reviewed journals. Trial registration UMIN Clinical Trials Registry, UMIN000039904. https://upload.umin.ac.jp/cgi-open-bin/ctr/ctr_view.cgi?recptno=R000041968 We aim to verify the efficiency of the drug cost estimation software ChemoCalc We will demonstrate whether knowing drug costs will change treatment choice We will elucidate whether ChemoCalc will enable patient–physician discussions
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Affiliation(s)
- Sayaka Kuba
- Department of Surgery, Nagasaki University Graduate School of Biomedical Science, Nagasaki, Japan
| | - Hiroki Moriuchi
- Department of Surgery, National Hospital Organization Saga Hospital, Saga, Japan
| | - Kosho Yamanouchi
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Kenichiro Shibata
- Department of Surgery, Japanese Red Cross Nagasaki Genbaku Hospital, Nagasaki, Japan
| | - Hiroshi Yano
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Science, Nagasaki, Japan
| | - Masahiro Oikawa
- Department of Breast Surgery, Oikawa Hospital, Fukuoka, Japan
| | - Shigeto Maeda
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Xiangyue Meng
- Department of Surgery, Nagasaki University Graduate School of Biomedical Science, Nagasaki, Japan
| | - Michi Morita
- Department of Surgery, Nagasaki University Graduate School of Biomedical Science, Nagasaki, Japan
| | - Toshiko Hatachi
- Department of Surgery, Japanese Red Cross Nagasaki Genbaku Hospital, Nagasaki, Japan
| | - Ryota Otsubo
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Science, Nagasaki, Japan
| | - Megumi Matsumoto
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Science, Nagasaki, Japan
| | - Junya Miyamoto
- Clinical Research Center of Nagasaki University Hospital, Nagasaki, Japan
| | - Kengo Kanetaka
- Department of Surgery, Nagasaki University Graduate School of Biomedical Science, Nagasaki, Japan
| | - Hideki Taniguchi
- Department of Surgery, Japanese Red Cross Nagasaki Genbaku Hospital, Nagasaki, Japan
| | - Takeshi Nagayasu
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Science, Nagasaki, Japan
| | - Susumu Eguchi
- Department of Surgery, Nagasaki University Graduate School of Biomedical Science, Nagasaki, Japan
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Kumar S, Khurana A, Haglin JM, Hidlay DT, Neville K, Daniels AH, Eltorai AE. Trends in Diagnostic Imaging Medicare Reimbursements: 2007 to 2019. J Am Coll Radiol 2020; 17:1584-1590. [DOI: 10.1016/j.jacr.2020.07.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 06/26/2020] [Accepted: 07/02/2020] [Indexed: 11/16/2022]
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11
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Bassett HK, Coller RJ, Beck J, Hummel K, Tiedt KA, Flaherty B, Tchou MJ, Kapphahn K, Walker L, Schroeder AR. Financial Difficulties in Families of Hospitalized Children. J Hosp Med 2020; 15:652-658. [PMID: 33147127 DOI: 10.12788/jhm.3500] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 07/07/2020] [Indexed: 11/20/2022]
Abstract
BACKGROUND High costs of hospitalization may contribute to financial difficulties for some families. OBJECTIVE To examine the prevalence of financial distress and medical financial burden in families of hospitalized children and identify factors that can predict financial difficulties. DESIGN, SETTING, AND PARTICIPANTS Cross-sectional survey of parents of hospitalized children at six children's hospitals between October 2017 and November 2018. MAIN OUTCOMES AND MEASURES The outcomes were high financial distress and medical financial burden. Multivariable logistic regression identified predictors of each outcome. The primary predictor variable was level of chronic disease (complex chronic disease, C-CD; noncomplex chronic disease, NC-CD; no chronic disease, no-CD). RESULTS Of 644 invited participants, 526 (82%) were enrolled, with 125 (24%) experiencing high financial distress, and 160 (30%) reporting medical financial burden. Of those, 86 (54%) indicated their medical financial burden was caused by costs associated with their hospitalized child. Neither C-CD nor NC-CD were associated with high financial distress. Child-related medical financial burden was associated with both C-CD and NC-CD (adjusted odds ratio [AOR], 4.98; 95% CI, 2.41-10.29; and AOR, 2.57; 95% CI, 1.11-5.93), compared to no-CD. Although household poverty level was associated with both measures, financial difficulties occurred in all family income brackets. CONCLUSION Financial difficulties are common in families of hospitalized children. Low-income families and those who have children with chronic conditions are at particular risk; however, financial difficulties affect all subsets of the pediatric population. Hospitalization may be a prime opportunity to identify and engage families at risk for financial distress and medical financial burden.
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Affiliation(s)
- Hannah K Bassett
- Division of Hospital Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Ryan J Coller
- Deparment of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Jimmy Beck
- Department of Pediatrics, Seattle Children's Hospital, Seattle, Washington
| | - Kevin Hummel
- Division of Pediatric Critical Care, Department of Pediatrics, Primary Children's Hospital, University of Utah, Salt Lake City, Utah
| | - Kristin A Tiedt
- Deparment of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Brian Flaherty
- Division of Pediatric Critical Care, Department of Pediatrics, Primary Children's Hospital, University of Utah, Salt Lake City, Utah
| | - Michael J Tchou
- Section of Hospital Medicine, Department of Pediatrics, Children's Hospital Colorado, University of Colorado-Denver, Aurora, Colorado (current affiliation)
- Division of Hospital Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio (affiliation where work was conducted)
| | | | - Lauren Walker
- Section of Hospital Medicine, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, Houston, Texas
| | - Alan R Schroeder
- Division of Hospital Medicine, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
- Division of Critical Care, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
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12
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Schroeder AR, Imler DL. Less Radiation but More Overall Advanced Imaging in Children-Good News or Bad News? JAMA Pediatr 2020; 174:e202222. [PMID: 32744602 DOI: 10.1001/jamapediatrics.2020.2222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Alan R Schroeder
- Division of Hospital Medicine, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
| | - Daniel L Imler
- Division of Hospital Medicine, Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California.,Department of Emergency Medicine, Stanford University School of Medicine, Palo Alto, California
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13
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Olsen DP, Keilman LJ. The Moral Distress of Nurses When Patients Forgo Treatment Because of Cost. Am J Nurs 2020; 120:61-66. [PMID: 32858703 DOI: 10.1097/01.naj.0000697668.09031.71] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Nursing must recognize an ethical obligation to respond on behalf of these patients.
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Affiliation(s)
- Douglas P Olsen
- Douglas P. Olsen and Linda J. Keilman, a gerontological NP, are associate professors at the Michigan State University College of Nursing in East Lansing. Olsen is a contributing editor of AJN. Contact author: Douglas P. Olsen, . The authors have disclosed no potential conflicts of interest, financial or otherwise. A podcast with the authors is available at www.ajnonline.com
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14
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Wiltshire JC, Enard KR, Colato EG, Orban BL. Problems paying medical bills and mental health symptoms post-Affordable Care Act. AIMS Public Health 2020; 7:274-286. [PMID: 32617355 PMCID: PMC7327393 DOI: 10.3934/publichealth.2020023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 04/25/2020] [Indexed: 11/29/2022] Open
Abstract
Healthcare affordability is a worry for many Americans. We examine whether the relationship between having problems paying medical bills and mental health problems changed as the Affordable Care Act (ACA) was implemented, which increased health insurance coverage. Data from the 2013–2016 Health Reform Monitoring Survey, a survey of Americans aged 18–64, were used. Using zero-inflated negative binomial regression, adjusted for predisposing, enabling, and need factors, we examined differences in days of mental health symptoms by problems paying medical bills (n = 85,430). From 2013 to 2016, the rates of uninsured and problems paying medical bills decreased from 15.1% to 9.0% and 22.0% to 18.6%, respectively. Having one or more days of mental health symptoms increased from 39.3% to 42.9%. Individuals who reported problems paying medical bills had more days of mental health symptoms (Beta = 0.133, p < 0.001) than those who did not have this problem. Insurance was not significantly associated with days of mental health symptoms. Over the 4-year period, there were not significant differences in days of mental health symptoms by problems paying medical bills or insurance status. Despite improvements in coverage, the relationship between problems paying medical bills and mental health symptoms was not modified.
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Affiliation(s)
| | - Kimberly R Enard
- Department of Health Management and Policy, College for Public Health & Social Justice, Saint Louis University, USA
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15
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Warsame R, Riordan L, Jenkins S, Lackore K, Pacyna J, Antiel R, Beebe T, Liebow M, Thorsteinsdottir B, Grover M, Wynia M, Goold SD, DeCamp M, Danis M, Tilburt J. Responsibilities, Strategies, and Practice Factors in Clinical Cost Conversations: a US Physician Survey. J Gen Intern Med 2020; 35:1971-1978. [PMID: 32399911 PMCID: PMC7351917 DOI: 10.1007/s11606-020-05807-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 03/13/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND Physicians play a key role in mitigating and managing costs in healthcare which are rising. OBJECTIVE Conduct a cross-sectional survey in 2017, comparing results to a 2012 survey to understand US physicians' evolving attitudes and strategies concerning healthcare costs. PARTICIPANTS Random sample of 1200 US physicians from the AMA Masterfile. MEASURES Physician views on responsibility for costs of care, enthusiasm for cost-saving strategies, cost-consciousness scale, and practice strategies on addressing cost. KEY RESULTS Among 1200 physicians surveyed in 2017, 489 responded (41%). In 2017, slightly more physicians reported that physicians have a major responsibility for addressing healthcare costs (32% vs. 27%, p = 0.03). In 2017, more physicians attributed "major responsibility" for addressing healthcare costs to pharmaceutical companies (68% vs. 56%, p < 0.001) and hospital and health systems (63% vs. 56%%, p = 0.008) in contrast to 2012. Fewer respondents in 2017 attributed major responsibility for addressing costs to trial lawyers (53% vs. 59%, p = 0.007) and patients (42% vs. 52%, p < 0.0001) as compared to 2012. Physician enthusiasm for patient-focused cost-containment strategies like high deductible health plans and higher co-pays (62% vs. 42%, p < 0.0001 and 62% vs. 39%, p < 0.0001, not enthusiastic, respectively) declined. Physicians reported that when they discussed cost, it resulted in a change in disease management 56% of the time. Cost-consciousness within surveyed physicians had not changed meaningfully in 2017 since 2012 (31.7 vs. 31.2). Most physicians continued to agree that decision support tools showing costs would be helpful in their practice (> 70%). After adjusting for specialty, political affiliation, practice setting, age, and gender, only democratic/independent affiliation remained a significant predictor of cost-consciousness. CONCLUSIONS AND RELEVANCE US physicians increasingly attribute responsibility for rising healthcare costs to organizations and express less enthusiasm for strategies that increase patient out-of-pocket cost. Interventions that focus on physician knowledge and communication strategies regarding cost of care may be helpful.
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Affiliation(s)
- Rahma Warsame
- Division of Hematology, Mayo Clinic, Rochester, MN, USA. .,Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA.
| | | | - Sarah Jenkins
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Kandace Lackore
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Joel Pacyna
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.,Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN, USA
| | - Ryan Antiel
- Division of Pediatric Surgery, St. Louis Children's Hospital and Washington University School of Medicine, St. Louis, MO, USA
| | - Timothy Beebe
- Division of Health Policy and Management, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Mark Liebow
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN, USA.,Division of General Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Bjorg Thorsteinsdottir
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA.,Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN, USA.,Division of Community Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Michael Grover
- Department of Family Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | - Matthew Wynia
- Center for Bioethics and Humanities, University of Colorado, Aurora, CO, USA.,Division of General Internal Medicine, University of Colorado School of Medicine, Denver, CO, USA
| | - Susan Dorr Goold
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.,School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Matthew DeCamp
- Center for Bioethics and Humanities, University of Colorado, Aurora, CO, USA.,Division of General Internal Medicine, University of Colorado School of Medicine, Denver, CO, USA
| | - Marion Danis
- Department of Bioethics, National Institutes of Health, Bethesda, MD, USA
| | - Jon Tilburt
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, USA.,Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.,Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN, USA.,Division of General Internal Medicine, Mayo Clinic, Rochester, MN, USA
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16
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Bielenberg JE, Futrell M, Stover B, Hagopian A. Presence of Any Medical Debt Associated With Two Additional Years of Homelessness in a Seattle Sample. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2020; 57:46958020923535. [PMID: 32513034 PMCID: PMC7285940 DOI: 10.1177/0046958020923535] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Although medical debt has been associated with housing instability, almost no research has connected homelessness to medical debt. We interviewed 60 individuals experiencing homelessness in Seattle, selected from those participating in self-governed encampments organized by a homeless advocacy organization. Most respondents reported having at least one kind of debt, with two-thirds reporting current medical debt. Almost half reported trouble paying medical bills for themselves or family members. Almost one-third believed medical debt was in part responsible for their current housing situation. More than half with medical debt incurred this debt while they were covered under insurance. People who had trouble paying medical bills experienced a more recent episode of homelessness 2 years longer than those who did not have such trouble, even after controlling for race, education, age, gender, and health status. People of color who had trouble paying medical bills reported almost 1 year more homelessness than whites.
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Affiliation(s)
| | - Marvin Futrell
- School of Public Health, University of Washington, Seattle, USA
| | - Bert Stover
- School of Public Health, University of Washington, Seattle, USA
| | - Amy Hagopian
- School of Public Health, University of Washington, Seattle, USA
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17
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Mszar R, Grandhi GR, Valero-Elizondo J, Caraballo C, Khera R, Desai N, Virani SS, Blankstein R, Blaha MJ, Nasir K. Cumulative Burden of Financial Hardship From Medical Bills Across the Spectrum of Diabetes Mellitus and Atherosclerotic Cardiovascular Disease Among Non-Elderly Adults in the United States. J Am Heart Assoc 2020; 9:e015523. [PMID: 32394783 PMCID: PMC7660844 DOI: 10.1161/jaha.119.015523] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Background Atherosclerotic cardiovascular disease (ASCVD) has a strong association with diabetes mellitus (DM), accounting for approximately two thirds of deaths in this patient population. Many individuals with ASCVD and DM are vulnerable to financial hardship associated with treatment-related expenses. Therefore, we examined the burden of financial hardship from medical bills across the spectrum of ASCVD status with and without DM. Methods and Results Using data from the National Health Interview Survey from 2013 to 2017, we used logistic regression analysis to examine the association of ASCVD and DM status with financial hardship and an inability to pay medical bills from a representative sample of non-elderly adults in the United States. Our study population consisted of 121 672 individuals. Approximately 3.1% of the weighted population had ASCVD, 5.6% had DM, and 1.3% had both ASCVD and DM. Nearly 50% of individuals with ASCVD and DM reported financial hardship from medical bills (23% being unable to pay medical bills at all), whereas ≈28% of those with neither ASCVD nor DM reported financial hardship from medical bills (8% being unable to pay medical bills at all). Individuals with concurrent ASCVD and DM had the highest relative odds of expressing an inability to pay at all when compared with those with neither condition (odds ratio, 2.69; 95% CI, 2.21-3.28). Conclusions Individuals with concurrent ASCVD and DM are at a disproportionately high risk of being unable to pay their medical bills. The findings provide strong evidence for developing more effective public health policies that protect vulnerable populations from financial hardship.
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Affiliation(s)
- Reed Mszar
- Department of Chronic Disease Epidemiology Yale School of Public Health New Haven CT.,Center for Outcomes Research and Evaluation Yale New Haven Health New Haven CT
| | | | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX
| | - César Caraballo
- Center for Outcomes Research and Evaluation Yale New Haven Health New Haven CT
| | - Rohan Khera
- University of Texas Southwestern Medical Center Dallas TX
| | - Nihar Desai
- Section of Cardiovascular Medicine Yale School of Medicine New Haven CT
| | - Salim S Virani
- Michael E. DeBakey Veterans Affairs Medical Center and Baylor College of Medicine Houston TX
| | | | - Michael J Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease Baltimore MD
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX
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18
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Patel MR, Heisler M, Piette JD, Resnicow K, Song PXK, Choe HM, Shi X, Tobi J, Smith A. Study protocol: CareAvenue program to improve unmet social risk factors and diabetes outcomes- A randomized controlled trial. Contemp Clin Trials 2020; 89:105933. [PMID: 31923472 PMCID: PMC7242130 DOI: 10.1016/j.cct.2020.105933] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 11/23/2019] [Accepted: 01/03/2020] [Indexed: 11/28/2022]
Abstract
Despite the burdens costs can place on adults with diabetes, few evidence-based, scalable interventions have been identified that address prevalent health-related financial burdens and unmet social risk factors that serve as major obstacles to effective diabetes management. In this study, we will test the effectiveness of CareAvenue - an automated e-health tool that screens for unmet social risk factors and informs and activates individuals to take steps to connect to resources and engage in self-care. We will determine the effectiveness of CareAvenue relative to standard care with respect to improving glycemic control and patient-centered outcomes such as cost-related non-adherence (CRN) behaviors and perceived financial burden. We will also examine the role of patient risk factors (moderators) and behavioral factors (mediators) on the effectiveness of CareAvenue in improving outcomes. We will recruit 720 patients in a large health system with uncontrolled Type 1 diabetes mellitus (T1DM) or Type 2 diabetes mellitus (T2DM) who engage in CRN or perceive financial burden. Participants will be randomized to one of two arms: 1) receipt of a 15-20 min web-based program with routine follow-up (CareAvenue); or 2) receipt of contact information for existing health system assistance services. Outcomes will be assessed at baseline and 6- and 12-month follow-up. Clinical Trial Registration: ClinicalTrials.gov ID NCT03950973, May 2019.
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Affiliation(s)
- Minal R Patel
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States of America.
| | - Michele Heisler
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States of America; Department of Internal Medicine, Michigan Medicine, United States of America; U.S. Department of Veterans Affairs VA, Ann Arbor Healthcare System, United States of America
| | - John D Piette
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States of America; U.S. Department of Veterans Affairs VA, Ann Arbor Healthcare System, United States of America
| | - Kenneth Resnicow
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States of America
| | - Peter X K Song
- Department of Biostatistics, University of Michigan School of Public Health, United States of America
| | - Hae Mi Choe
- College of Pharmacy, University of Michigan, United States of America; University of Michigan Medical Group, United States of America
| | - Xu Shi
- Department of Biostatistics, University of Michigan School of Public Health, United States of America
| | - Julie Tobi
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States of America
| | - Alyssa Smith
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States of America
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Smith GH, Shore S, Allen LA, Markham DW, Mitchell AR, Moore M, Morris AA, Speight CD, Dickert NW. Discussing Out-of-Pocket Costs With Patients: Shared Decision Making for Sacubitril-Valsartan in Heart Failure. J Am Heart Assoc 2020; 8:e010635. [PMID: 30592239 PMCID: PMC6405699 DOI: 10.1161/jaha.118.010635] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Background “Financial toxicity” is a concern for patients, but little is known about how patients consider out‐of‐pocket cost in decisions. Sacubitril‐valsartan provides a contemporary scenario to understand financial toxicity. It is guideline recommended for heart failure with reduced ejection fraction, yet out‐of‐pocket costs can be considerable. Methods and Results Structured interviews were conducted with 49 patients with heart failure with reduced ejection fraction at heart failure clinics and inpatient services. Patient opinions of the drug and its value were solicited after description of benefits using graphical displays. Descriptive quantitative analysis of closed‐ended responses was conducted, and qualitative descriptive analysis of text data was performed. Of participants, 92% (45/49) said that they would definitely or probably switch to sacubitril‐valsartan if their physician recommended it and out‐of‐pocket cost was $5 more per month than their current medication. Only 43% (21/49) would do so if out‐of‐pocket cost was $100 more per month (P<0.001). At least 40% across all income categories would be unlikely to take sacubitril‐valsartan at $100 more per month. Participants exhibited heterogeneous approaches to cost in decision making and varied on their use and interpretation of probabilistic information. Few (20%) participants stated physicians had initiated a conversation about cost in the past year. Conclusions Out‐of‐pocket cost variation reflective of contemporary cost sharing substantially influenced stated willingness to take sacubitril‐valsartan, a guideline‐recommended therapy with mortality benefit. These findings suggest a need for cost transparency to promote shared decision making. They also demonstrate the complexity of cost discussion and need to study how to incorporate out‐of‐pocket cost into clinical decisions.
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Affiliation(s)
- Graham H Smith
- 1 Department of Medicine Division of Cardiology Emory University School of Medicine Atlanta GA
| | - Supriya Shore
- 2 Division of Cardiology Department of Medicine University of Michigan Medical School Ann Arbor MI
| | - Larry A Allen
- 3 Department of Medicine Division of Cardiology University of Colorado School of Medicine Aurora CO
| | - David W Markham
- 1 Department of Medicine Division of Cardiology Emory University School of Medicine Atlanta GA
| | - Andrea R Mitchell
- 1 Department of Medicine Division of Cardiology Emory University School of Medicine Atlanta GA
| | - Miranda Moore
- 4 Department of Family and Preventive Medicine Emory University School of Medicine Atlanta GA
| | - Alanna A Morris
- 1 Department of Medicine Division of Cardiology Emory University School of Medicine Atlanta GA
| | - Candace D Speight
- 1 Department of Medicine Division of Cardiology Emory University School of Medicine Atlanta GA
| | - Neal W Dickert
- 1 Department of Medicine Division of Cardiology Emory University School of Medicine Atlanta GA.,5 Department of Epidemiology Emory University Rollins School of Public Health Atlanta GA
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20
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Perez SL, Weissman A, Read S, Smith CD, Colello L, Peter D, Nickel W. U.S. Internists' Perspectives on Discussing Cost of Care With Patients: Structured Interviews and a Survey. Ann Intern Med 2019; 170:S39-S45. [PMID: 31060057 DOI: 10.7326/m18-2136] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Rising out-of-pocket costs are creating a need for cost conversations between patients and physicians. OBJECTIVE To understand the factors that influence physicians to discuss and consider cost during a patient encounter. DESIGN Mixed-methods study using semistructured interviews and a survey. SETTING United States. PARTICIPANTS 20 internal medicine physicians were interviewed; 621 internal medicine physician members of the American College of Physicians completed the survey. MEASUREMENTS Interviews were analyzed by using thematic analysis, and surveys were analyzed by using descriptive statistics. RESULTS From the interviews, 4 themes were identified: Physicians are 1) aware that patients are struggling to afford medical care; 2) relying on clues from patients that hint at their cost sensitivity; 3) relying on experience to anticipate potentially high-cost treatments; and 4) aware that patients are making financial trade-offs to afford their care. Three quarters (n = 466) of survey respondents stated that they consider out-of-pocket costs when making most clinical decisions. For 31% (n = 191) of participants, there were times in the past year that they wanted to discuss out-of-pocket prescription drug costs with patients but did not. The most influential factors for ordering a test are the desire to be as thorough as possible (71% [n = 422]) and insurance coverage for the test (68% [n = 422]). LIMITATION Findings are self-reported, the sample is limited to a single specialty, the survey response rate was low, information on the patient population was limited, and the survey instrument is not validated. CONCLUSION Physicians are attuned to the burden of health care costs and are willing to consider alternative options based on a patient's cost sensitivity. PRIMARY FUNDING SOURCE Robert Wood Johnson Foundation.
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Affiliation(s)
- Susan L Perez
- California State University, Sacramento, California (S.L.P.)
| | - Arlene Weissman
- American College of Physicians, Philadelphia, Pennsylvania (A.W., S.R., C.D.S., W.N.)
| | - Susan Read
- American College of Physicians, Philadelphia, Pennsylvania (A.W., S.R., C.D.S., W.N.)
| | - Cynthia Daisy Smith
- American College of Physicians, Philadelphia, Pennsylvania (A.W., S.R., C.D.S., W.N.)
| | - Lisa Colello
- Health Ratings Center, Consumer Reports, Yonkers, New York (L.C., D.P.)
| | - Doris Peter
- Health Ratings Center, Consumer Reports, Yonkers, New York (L.C., D.P.)
| | - Wendy Nickel
- American College of Physicians, Philadelphia, Pennsylvania (A.W., S.R., C.D.S., W.N.)
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21
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Mader K, Sammen JM, Klene C, Nguyen J, Simpson M, Ruland SL, Westfall JM. Community-Designed Messaging Interventions to Improve Cost-of-Care Conversations in Settings Serving Low-Income, Latino Populations. Ann Intern Med 2019; 170:S79-S86. [PMID: 31060058 DOI: 10.7326/m18-2140] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Little is known about how to promote cost-of-care conversations in health care settings. OBJECTIVE To develop and evaluate community-designed messages promoting cost-of-care conversations. DESIGN Focus groups and point-of-care surveys. SETTING Three pediatric clinics, a family community health clinic, and a community health worker (promotora) program serving predominately low-income, Latino populations in Adams County, Colorado. PARTICIPANTS Focus groups included staff (n = 22) and patients or community members (n = 15). At baseline, 107 patients and 9 providers completed surveys, and 111 patients and 11 providers did so postintervention. INTERVENTION Setting-specific, community-designed messages about cost-of-care conversations delivered to patients on fliers. MEASUREMENTS Qualitative themes about the frequency and nature of cost-of-care conversations, and frequencies of patient- and provider-reported cost-of-care conversations before and after the intervention. RESULTS Five themes emerged from the focus groups, and the groups reported more discussion of costs after distribution of the messaging interventions than before in the clinical but not the community setting. Lack of transparent pricing tools was a barrier, and consideration of incidental costs was important. In cross-sectional, point-of-care surveys, fewer patients reported talking about costs with providers at baseline (44.4%) than after the messaging intervention (73.7%). Providers reported similar frequency of talking about costs with patients before (41.0%) and after (44.9%) the intervention. Nearly one third of patient and provider reports were discordant regarding whether costs were discussed. LIMITATIONS The response rate was low, cost-of-care conversations were self-reported, generalizability of the findings to other settings is uncertain, and the sample was small. The survey proved infeasible in the promotora setting. CONCLUSION Participants reported some favorable perceptions of cost-of-care conversations after implementation of community-designed messages, suggesting promise for this approach to promoting conversations about costs of care in settings serving low-income, uninsured Latino populations. PRIMARY FUNDING SOURCE Robert Wood Johnson Foundation.
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Affiliation(s)
- Kari Mader
- Denver Health & Hospitals, Denver, Colorado (K.M.)
| | - Joseph M Sammen
- Center for Health Progress, Denver, Colorado (J.S., C.K., J.N.)
| | | | - Jessica Nguyen
- Center for Health Progress, Denver, Colorado (J.S., C.K., J.N.)
| | - Matthew Simpson
- University of Colorado-Denver, Aurora, Colorado (M.S., S.L.R., J.M.W.)
| | - Sandra L Ruland
- University of Colorado-Denver, Aurora, Colorado (M.S., S.L.R., J.M.W.)
| | - John M Westfall
- University of Colorado-Denver, Aurora, Colorado (M.S., S.L.R., J.M.W.)
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22
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Brick DJ, Scherr KA, Ubel PA. The Impact of Cost Conversations on the Patient-Physician Relationship. HEALTH COMMUNICATION 2019; 34:65-73. [PMID: 29053379 PMCID: PMC6312724 DOI: 10.1080/10410236.2017.1384428] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Previous research has suggested that fear of harm to the patient-physician relationship is an important barrier to conversations about cost of care. However, few experimental studies have investigated the effects of cost of care conversations on the patient-physician relationship, particularly from the patient's perspective. In the current research, we take an experimental approach to investigate patients' attitudes and preferences for a hypothetical physician who discusses cost versus one who does not. Across three studies, using data from both the general population and cancer patients, we find that people prefer a hypothetical physician who discusses cost over one who does not (Pilot Study, Studies 1 and 2). In addition, we find that people use cost information to inform their hypothetical treatment decisions without changing their attitudes toward the physician who includes this information (Study 1). Finally, we examine how and when cost information compares to more traditional medical information (e.g., side effects; Study 2). We discuss the implications of this research for cost communications and the patient-physician relationship, highlighting that cost conversations may not be as harmful as previously thought.
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Affiliation(s)
- Danielle J. Brick
- Marketing Department, Peter T. Paul College of Business and Economics, University of New Hampshire
| | - Karen A. Scherr
- Marketing Department, Fuqua School of Business, Duke University
- School of Medicine, Duke University
| | - Peter A. Ubel
- Marketing Department, Fuqua School of Business, Duke University
- School of Medicine, Duke University
- Sanford School of Public Policy, Duke University
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Hunter WG, Zafar SY, Hesson A, Davis JK, Kirby C, Barnett JA, Ubel PA. Discussing Health Care Expenses in the Oncology Clinic: Analysis of Cost Conversations in Outpatient Encounters. J Oncol Pract 2017; 13:e944-e956. [PMID: 28834684 DOI: 10.1200/jop.2017.022855] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE ASCO identified oncologist-patient conversations about cancer costs as an important component of high-quality care. However, limited data exist characterizing the content of these conversations. We sought to provide novel insight into oncologist-patient cost conversations by determining the content of cost conversations in breast cancer clinic visits. METHODS We performed content analysis of transcribed dialogue from 677 outpatient appointments for breast cancer management. Encounters featured 677 patients with breast cancer visiting 56 oncologists nationwide from 2010 to 2013. RESULTS Cost conversations were identified in 22% of visits (95% CI, 19 to 25) and had a median duration of 33 seconds (interquartile range, 19 to 62). Fifty-nine percent of cost conversations were initiated by oncologists (95% CI, 51 to 67), who most commonly brought up costs for antineoplastic agents. By contrast, patients most frequently brought up costs for diagnostic tests. Thirty-eight percent of cost conversations mentioned cost-reducing strategies (95% CI, 30 to 46), which most commonly sought to lower patient costs for endocrine therapies and symptom-alleviating treatments. The three most commonly discussed cost-reducing strategies were: switching to a lower-cost therapy/diagnostic, changing logistics of the intervention, and facilitating copay assistance. CONCLUSION We identified cost conversations in approximately one in five breast cancer visits. Cost conversations were mostly oncologist initiated, lasted < 1 minute, and dealt with a wide range of health care expenses. Cost-reducing strategies were mentioned in more than one third of cost conversations and often involved switching antineoplastic agents for lower-cost alternatives or altering logistics of diagnostic tests.
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Affiliation(s)
- Wynn G Hunter
- Duke University, Durham, NC; Michigan State University, East Lansing, MI; and Verilogue, Horsham, PA
| | - S Yousuf Zafar
- Duke University, Durham, NC; Michigan State University, East Lansing, MI; and Verilogue, Horsham, PA
| | - Ashley Hesson
- Duke University, Durham, NC; Michigan State University, East Lansing, MI; and Verilogue, Horsham, PA
| | - J Kelly Davis
- Duke University, Durham, NC; Michigan State University, East Lansing, MI; and Verilogue, Horsham, PA
| | - Christine Kirby
- Duke University, Durham, NC; Michigan State University, East Lansing, MI; and Verilogue, Horsham, PA
| | - Jamison A Barnett
- Duke University, Durham, NC; Michigan State University, East Lansing, MI; and Verilogue, Horsham, PA
| | - Peter A Ubel
- Duke University, Durham, NC; Michigan State University, East Lansing, MI; and Verilogue, Horsham, PA
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24
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Patel MR, Resnicow K, Lang I, Kraus K, Heisler M. Solutions to Address Diabetes-Related Financial Burden and Cost-Related Nonadherence: Results From a Pilot Study. HEALTH EDUCATION & BEHAVIOR 2017; 45:101-111. [PMID: 28443371 DOI: 10.1177/1090198117704683] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
BACKGROUND Cost-related nonadherence (CRN) to recommended self-management behaviors among adults with chronic conditions such as diabetes is prevalent. Few behavioral interventions to mitigate CRN have been tested and evaluated. AIMS We developed a financial burden resource tool and examined its acceptability and the preliminary effects on patient-centered outcomes among adults with diabetes or prediabetes seen in a clinical setting. METHOD We report a pre-post one-group design pilot study. From an endocrinology clinic, we recruited 104 adults with diabetes who reported financial burdens with their diabetes management or engaged in CRN behaviors. We offered participants the financial burden resource tool we developed, which provided tailored, low-cost resource options for diabetes management and other social needs. Acceptability and self-reported outcomes were assessed 2 months after use of the tool. RESULTS Mean age of participants was 50.5 years ( SD = 15.3). Participants found the tool highly acceptable across 15 indicators (e.g., 93% "learned a lot," 98% "topics relevant" 95% "applicable to their lives," 98% "liked the information"). Significant improvements between baseline and 2-month follow-up were observed for discussion of cost concerns with nurses (19% to 29%, p < .05) and pharmacists (13% to 25.5%, p < .01), not skipping doses of medicines due to cost (11% to 4%, p < .03), and financial management (33.83 to 39.62, p < .007). There were no significant changes in perception of financial burden. CONCLUSION A financial burden resource tool is highly acceptable to patients, is easy to administer, and can prompt behavior change. This pilot study supports the need for well-powered trials with longer follow-up to further evaluate the effectiveness of such tools in improving CRN and key outcomes.
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Affiliation(s)
- Minal R Patel
- 1 University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Kenneth Resnicow
- 1 University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Ian Lang
- 1 University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Kathleen Kraus
- 1 University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Michele Heisler
- 1 University of Michigan School of Public Health, Ann Arbor, MI, USA.,2 VA Center for Clinical Management Research, Ann Arbor, MI, USA
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Hunter WG, Hesson A, Davis JK, Kirby C, Williamson LD, Barnett JA, Ubel PA. Patient-physician discussions about costs: definitions and impact on cost conversation incidence estimates. BMC Health Serv Res 2016; 16:108. [PMID: 27036177 PMCID: PMC4815215 DOI: 10.1186/s12913-016-1353-2] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Accepted: 03/17/2016] [Indexed: 02/08/2023] Open
Abstract
Background Nearly one in three Americans are financially burdened by their medical expenses. To mitigate financial distress, experts recommend routine physician-patient cost conversations. However, the content and incidence of these conversations are unclear, and rigorous definitions are lacking. We sought to develop a novel set of cost conversation definitions, and determine the impact of definitional variation on cost conversation incidence in three clinical settings. Methods Retrospective, mixed-methods analysis of transcribed dialogue from 1,755 outpatient encounters for routine clinical management of breast cancer, rheumatoid arthritis, and depression, occurring between 2010–2014. We developed cost conversation definitions using summative content analysis. Transcripts were evaluated independently by at least two members of our multi-disciplinary team to determine cost conversation incidence using each definition. Incidence estimates were compared using Pearson’s Chi-Square Tests. Results Three cost conversation definitions emerged from our analysis: (a) Out-of-Pocket (OoP) Cost -- discussion of the patient’s OoP costs for a healthcare service; (b) Cost/Coverage -- discussion of the patient’s OoP costs or insurance coverage; (c) Cost of Illness-- discussion of financial costs or insurance coverage related to health or healthcare. These definitions were hierarchical; OoP Cost was a subset of Cost/Coverage, which was a subset of Cost of Illness. In each clinical setting, we observed significant variation in the incidence of cost conversations when using different definitions; breast oncology: 16, 22, 24 % of clinic visits contained cost conversation (OOP Cost, Cost/Coverage, Cost of Illness, respectively; P < 0.001); depression: 30, 38, 43 %, (P < 0.001); and rheumatoid arthritis, 26, 33, 35 %, (P < 0.001). Conclusions The estimated incidence of physician-patient cost conversation varied significantly depending on the definition used. Our findings and proposed definitions may assist in retrospective interpretation and prospective design of investigations on this topic. Electronic supplementary material The online version of this article (doi:10.1186/s12913-016-1353-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Wynn G Hunter
- Duke University, School of Medicine, 4906 Glendarion Drive, Durham, NC, 27713, USA.
| | - Ashley Hesson
- Michigan State University, College of Human Medicine, East Lansing, MI, USA
| | - J Kelly Davis
- Duke University, Fuqua School of Business, Durham, NC, USA
| | | | | | | | - Peter A Ubel
- Duke University, School of Medicine, 4906 Glendarion Drive, Durham, NC, 27713, USA.,Duke University, Fuqua School of Business, Durham, NC, USA.,Duke University, Sanford School of Public Policy, Durham, NC, USA
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26
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Hunter WG, Zhang CZ, Hesson A, Davis JK, Kirby C, Williamson LD, Barnett JA, Ubel PA. What Strategies Do Physicians and Patients Discuss to Reduce Out-of-Pocket Costs? Analysis of Cost-Saving Strategies in 1,755 Outpatient Clinic Visits. Med Decis Making 2016; 36:900-10. [PMID: 26785714 DOI: 10.1177/0272989x15626384] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Accepted: 12/04/2015] [Indexed: 11/15/2022]
Abstract
BACKGROUND More than 1 in 4 Americans report difficulty paying medical bills. Cost-reducing strategies discussed during outpatient physician visits remain poorly characterized. OBJECTIVE We sought to determine how often patients and physicians discuss health care costs during outpatient visits and what strategies, if any, they discussed to lower patient out-of-pocket costs. DESIGN Retrospective analysis of dialogue from 1,755 outpatient visits in community-based practices nationwide from 2010 to 2014. The study population included 677 patients with breast cancer, 422 with depression, and 656 with rheumatoid arthritis visiting 56 oncologists, 36 psychiatrists, and 26 rheumatologists, respectively. RESULTS Thirty percent of visits contained cost conversations (95% confidence interval [CI], 28 to 32). Forty-four percent of cost conversations involved discussion of cost-saving strategies (95% CI, 40 to 48; median duration, 68 s). We identified 4 strategies to lower costs without changing the care plan. They were, in order of overall frequency: 1) changing logistics of care, 2) facilitating co-pay assistance, 3) providing free samples, and 4) changing/adding insurance plans. We also identified 4 strategies to reduce costs by changing the care plan: 1) switching to lower-cost alternative therapy/diagnostic, 2) switching from brand name to generic, 3) changing dosage/frequency, and 4) stopping/withholding interventions. Strategies were relatively consistent across health conditions, except for switching to a lower-cost alternative (more common in breast oncology) and providing free samples (more common in depression). LIMITATION Focus on 3 conditions with potentially high out-of-pocket costs. CONCLUSIONS Despite price opacity, physicians and patients discuss a variety of out-of-pocket cost reduction strategies during clinic visits. Almost half of cost discussions mention 1 or more cost-saving strategies, with more frequent mention of those not requiring care-plan changes.
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Affiliation(s)
- Wynn G Hunter
- Duke University, School of Medicine, Durham, NC, USA (WGH, CZZ, PAU)
| | - Cecilia Z Zhang
- Duke University, School of Medicine, Durham, NC, USA (WGH, CZZ, PAU)
| | - Ashley Hesson
- Michigan State University, College of Human Medicine, East Lansing, MI, USA (AH)
| | - J Kelly Davis
- Duke University, Fuqua School of Business, Durham, NC, USA (JKD, CK, LDW, PAU)
| | - Christine Kirby
- Duke University, Fuqua School of Business, Durham, NC, USA (JKD, CK, LDW, PAU)
| | - Lillie D Williamson
- Duke University, Fuqua School of Business, Durham, NC, USA (JKD, CK, LDW, PAU)
- University of Illinois, Department of Communication, Champaign, IL, USA (LDW)
| | | | - Peter A Ubel
- Duke University, School of Medicine, Durham, NC, USA (WGH, CZZ, PAU)
- Duke University, Fuqua School of Business, Durham, NC, USA (JKD, CK, LDW, PAU)
- Duke University, Sanford School of Public Policy, Durham, NC, USA (PAU)
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