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Saiyed SM, Sayed RE, Khattab S, Yassin A. Exploring the Patient Experience and Perspective in Virtual-First Primary Care: A Cross-Sectional Study from an Integrated Health System. Telemed J E Health 2024; 30:e1769-e1780. [PMID: 38669107 DOI: 10.1089/tmj.2023.0577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2024] Open
Abstract
Background: Little is known about the implication of launching virtual-first primary care (VPC) in a health system. Our experience and survey can guide others to establish their virtual-first programs. This study examines implementation, patient perspectives, and satisfaction with VPC at University of Pittsburgh Medical Center (UPMC). Methods: We conducted a Web-based survey to examine factors associated with the likelihood of early adoption and continued use of VPC. We used bivariate comparisons and cluster analysis to evaluate the results. The survey was sent to 1,420 patients seen between August 2022 and January 2023. Responses related to demographics, doctor-patient relations, savings, experience, and future preferences of use were aggregated. To evaluate the relationship between demographics and survey responses, we conducted univariate analysis. Results: Females and patients between 40 and 50 years of age were the primary users and indicated the most interest in continued use. Health insurance status seems not to be a significant predictor in the selection and use of VPC. Most (78%) felt that the physician-patient relationship was unimpaired. The survey showed that 90% of patients saved time by using VPC, and 66% reported saving money on tolls, childcare, or gasoline. Only 13% reported not wanting to continue VPC. Discussion: A majority of surveyed patients felt the doctor-patient relationship was not negatively affected in VPC. VPC programs can be implemented with high patient satisfaction in an integrated health system. VPC is acceptable to most patients, and further expansion of the model is warranted.
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Affiliation(s)
- Salim M Saiyed
- Department of Telehealth, UPMC Central PA, Harrisburg, Pennsylvania, USA
- Department of Clinical Informatics, UPMC Central PA, Harrisburg, Pennsylvania, USA
| | - Razan El Sayed
- Department of Telehealth, UPMC Central PA, Harrisburg, Pennsylvania, USA
| | - Safi Khattab
- Department of Telehealth, UPMC Central PA, Harrisburg, Pennsylvania, USA
| | - Ahmad Yassin
- Department of Telehealth, UPMC Central PA, Harrisburg, Pennsylvania, USA
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Lairson A, Berg-Carramusa C, McCallum C, Murray L. Financial Resource Management Knowledge, Skills, and Attitudes for Entry-level Physical Therapist Practice: A Survey of Physical Therapists in Ohio. JOURNAL, PHYSICAL THERAPY EDUCATION 2024; 38:161-171. [PMID: 38758180 DOI: 10.1097/jte.0000000000000306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 07/17/2023] [Indexed: 05/18/2024]
Abstract
INTRODUCTION The purpose of this study was to explore the perceptions of physical therapists (PTs) regarding the importance of financial resource management (FRM) knowledge, skills, and attitudes (KSAs) for entry-level practice and investigate the roles of PT education programs (PTEPs), clinical education experiences (CEEs), and employers in addressing these KSAs. REVIEW OF LITERATURE FRM KSAs have been identified as components of professionalism and leadership and, as such, are a required element in student PTs (SPTs) educational preparation. SUBJECTS A purposive sampling of convenience strategy was employed by requesting a free mailing list for Ohio-licensed PTs. METHODS An online survey was developed based on PT Clinical Performance Instrument Criterion #17, "Patient Management: Financial Resources," as this tool is frequently used to endorse entry-level status of SPTs. Potential participants were solicited through email. Mixed methodology was used to analyze survey results. RESULTS The survey was completed by 266 PTs. FRM KSAs in legal and regulatory compliance were perceived as most important, followed by coding and billing. Forty-eight percent of participants indicated that FRM KSAs were "less important" (n = 111) or "considerably less important" (n = 17) than clinical care skills, whereas 39.8% (n = 106) believed that these skills are of the same level of importance. Ten themes were derived from qualitative responses regarding the FRM content that should be provided by PTEPs. Participants indicated that the role of PTEPs was to provide an introduction and foundation to FRM, whereas CEEs should facilitate intentional exposure and opportunities to apply FRM KSAs with supervision. Employers were expected to provide education regarding clinic-specific operations and reimbursement considerations, as well as mentorship that included reviewing complex billing for accuracy, offering guidance for improving time management skills, and discussing fiscal responsibilities to both the employer and patient. DISCUSSION AND CONCLUSION This information may guide PTEPs and clinical personnel in providing focused meaningful instruction regarding FRM aspects of PT practice to SPTs and entry-level clinicians.
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Affiliation(s)
- Alexia Lairson
- Alexia Lairson is a board-certified geriatric physical therapist, and is the Director of Clinical Education and an assistant professor in the Physical Therapy Program at Walsh University, 2020 East Maple Street, North Canton, OH 44270 . Please address all correspondence to Alexia Lairson
- Cara Berg-Carramusa is a board-certified geriatric physical therapist and is the Director of Clinical Education and assistant professor in the Physical Therapy Program at Youngstown State University
- Christine McCallum is the program chair and professor in the Physical Therapy Program at Walsh University
- Leigh Murray is the director and clinical professor in the Physical Therapy Program at Graceland University
| | - Cara Berg-Carramusa
- Alexia Lairson is a board-certified geriatric physical therapist, and is the Director of Clinical Education and an assistant professor in the Physical Therapy Program at Walsh University, 2020 East Maple Street, North Canton, OH 44270 . Please address all correspondence to Alexia Lairson
- Cara Berg-Carramusa is a board-certified geriatric physical therapist and is the Director of Clinical Education and assistant professor in the Physical Therapy Program at Youngstown State University
- Christine McCallum is the program chair and professor in the Physical Therapy Program at Walsh University
- Leigh Murray is the director and clinical professor in the Physical Therapy Program at Graceland University
| | - Christine McCallum
- Alexia Lairson is a board-certified geriatric physical therapist, and is the Director of Clinical Education and an assistant professor in the Physical Therapy Program at Walsh University, 2020 East Maple Street, North Canton, OH 44270 . Please address all correspondence to Alexia Lairson
- Cara Berg-Carramusa is a board-certified geriatric physical therapist and is the Director of Clinical Education and assistant professor in the Physical Therapy Program at Youngstown State University
- Christine McCallum is the program chair and professor in the Physical Therapy Program at Walsh University
- Leigh Murray is the director and clinical professor in the Physical Therapy Program at Graceland University
| | - Leigh Murray
- Alexia Lairson is a board-certified geriatric physical therapist, and is the Director of Clinical Education and an assistant professor in the Physical Therapy Program at Walsh University, 2020 East Maple Street, North Canton, OH 44270 . Please address all correspondence to Alexia Lairson
- Cara Berg-Carramusa is a board-certified geriatric physical therapist and is the Director of Clinical Education and assistant professor in the Physical Therapy Program at Youngstown State University
- Christine McCallum is the program chair and professor in the Physical Therapy Program at Walsh University
- Leigh Murray is the director and clinical professor in the Physical Therapy Program at Graceland University
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Chao GF, Yang J, Thumma JR, Chhabra KR, Arterburn DE, Ryan AM, Telem DA, Dimick JB. Out-of-pocket Costs for Commercially-insured Patients in the Years Following Bariatric Surgery: Sleeve Gastrectomy Versus Roux-en-Y Gastric Bypass. Ann Surg 2023; 277:e332-e338. [PMID: 35129487 PMCID: PMC9091055 DOI: 10.1097/sla.0000000000005291] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVE To compare out-of-pocket (OOP) costs for patients up to 3 years after bariatric surgery in a large, commercially-insured population. SUMMARY OF BACKGROUND DATA More information on OOP costs following bariatric surgery may affect patients' procedure choice. METHODS Retrospective study using the IBM MarketScan commercial claims database, representing patients nationally who underwent laparoscopic sleeve gastrectomy (SG) or Roux-en-Y gastric bypass (RYGB) January 1, 2011 to December 31, 2017. We compared total OOP costs after the surgical episode between the 2 procedures using difference-in-differences analysis adjusting for demographics, comorbidities, operative year, and insurance type. RESULTS Of 63,674 patients, 64% underwent SG and 36% underwent RYGB. Adjusted OOP costs after SG were $1083, $1236, and $1266 postoperative years 1, 2, and 3. For RYGB, adjusted OOP costs were $1228, $1377, and $1369. In our primary analysis, SG OOP costs were $122 (95% confidence interval [CI]: -$155 to -$90) less than RYGB year 1. This difference remained consistent at -$119 (95%CI: -$158 to -$79) year 2 and -$80 (95%CI: -$127 to -$35) year 3. These amounts were equivalent to relative differences of -7%, -7%, and -5% years 1, 2, and 3. Plan features contributing the most to differences were co-insurance years 1, 2, and 3.The largest clinical contributors to differences were endoscopy and outpatient care year 1, outpatient care year 2, and emergency department use year 3. CONCLUSIONS Our study is the first to examine the association between bariatric surgery procedure and OOP costs. Differences between procedures were approximately $100 per year which may be an important factor for some patients deciding whether to pursue SG or gastric bypass.
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Affiliation(s)
- Grace F. Chao
- National Clinician Scholars Program at the Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- Veterans Affairs Ann Arbor, Ann Arbor, MI
- Department of Surgery, Yale School of Medicine, New Haven, CT
| | - Jie Yang
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Jyothi R. Thumma
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Karan R. Chhabra
- National Clinician Scholars Program at the Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Department of Surgery, Brigham and Women’s Hospital, Boston, MA
| | - David E. Arterburn
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington
| | - Andrew M. Ryan
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Center for Evaluating Health Reform, University of Michigan, Ann Arbor, MI
- School of Public Health, University of Michigan, Ann Arbor, MI
| | - Dana A. Telem
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Justin B. Dimick
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Department of Surgery, University of Michigan, Ann Arbor, MI
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Rojanasarot S, Bhattacharyya SK, Edwards N. Productivity loss and productivity loss costs to United States employers due to priority conditions: a systematic review. J Med Econ 2023; 26:262-270. [PMID: 36695516 DOI: 10.1080/13696998.2023.2172282] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
AIMS To summarize published studies evaluating productivity loss and productivity loss costs associated with cancer, chronic lung disease, depression, pain, and cardiometabolic disease among US employees. MATERIALS AND METHODS A PubMed search from the past 10 years was conducted using the terms productivity, absenteeism, presenteeism, cancer, bronchitis, asthma, chronic obstructive pulmonary disease, depression, pain, heart disease, hypertension, and diabetes (limited to English-language publications and studies of adults aged 19-64). Study endpoints included annual incremental time (work hours lost and Work Productivity and Impairment [WPAI] questionnaire overall work impairment) and monetary estimates of productivity loss. Studies were critically appraised using a modified Oxford Centre for Evidence-Based Medicine (OCEBM) Quality Rating Scheme. RESULTS Of 2,037 records identified from the search, 183 studies were included. The most common observed condition leading to productivity loss was pain (24%), followed by cancer (22%), chronic lung disease (17%), cardiometabolic disease (16%), and depression (16%). Nearly three-quarters of the studies (n = 133, 72.7%) were case-control/retrospective cohort studies (OCEBM quality rating 3); the remainder were case series/cross-sectional studies (n = 28, 15.3%; quality rating 4), randomized clinical trials (n = 18, 9.8%; quality rating 1); and controlled trials without randomization/prospective comparative cohort trials (n = 4, 2.2%; quality rating 2). Samples sizes ranged from 18 patients to millions of patients for studies using the Medical Expenditure Panel Survey (MEPS). Most studies found employees lost up to 80 annual incremental work hours; employees with cancer and cardiometabolic disease had the greatest number of work hours lost. Overall percentage work impairment ranged from 10% to 70% and was higher for pain and depression. Annual incremental costs of lost work productivity ranged from $100 to $10,000 and were higher for cancer, pain, and depression. LIMITATIONS Study heterogeneity. CONCLUSIONS Despite some gaps in evidence for the cost of productivity loss, sufficient data highlight the substantial employer burden of lost productivity among priority conditions.
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Henke RM. Supporting Workforce Mental Health During the Pandemic. Am J Health Promot 2022; 36:1213-1215. [PMID: 36003010 DOI: 10.1177/08901171221112488a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Henke RM. Knowing Well, Being Well: well-being born of understanding: Supporting Workforce Mental Health During the Pandemic. Am J Health Promot 2022; 36:1213-1244. [PMID: 36003017 PMCID: PMC9523433 DOI: 10.1177/08901171221112488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Cram P, Selker H, Carnahan J, Romero-Brufau S, Fischer MA. Getting to 100%: Research Priorities and Unanswered Questions to Inform the US Debate on Universal Health Insurance Coverage. J Gen Intern Med 2022; 37:949-953. [PMID: 35060003 PMCID: PMC8904700 DOI: 10.1007/s11606-021-07234-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 10/19/2021] [Indexed: 10/19/2022]
Abstract
A majority of Americans favor universal health insurance, but there is uncertainty over how best to achieve this goal. Whatever the insurance design that is implemented, additional details that must be considered include breadth of services covered, restrictions and limits on volumes of services, cost-sharing for individuals, and pricing. In the hopes that research can inform this ongoing debate, we review evidence supporting different models for achieving universal coverage in the US and identify areas where additional research and stakeholder input is needed. Key areas in need of further research include how care should be organized, how costs can be reduced, and what healthcare services universal insurance should cover.
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Affiliation(s)
- Peter Cram
- Department of Internal Medicine, Medical Branch, University of Texas, 301 University Blvd, Galveston, TX, 77555, USA. .,Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada.
| | - Harry Selker
- Institute for Clinical Research and Health Policy Studies, Tufts University School of Medicine, Boston, MA, USA
| | - Jennifer Carnahan
- Indiana University School of Medicine, Indianapolis, IN, USA.,Indiana University Center for Aging Research, Regenstrief Institute, Indianapolis, IN, USA
| | - Santiago Romero-Brufau
- Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA.,Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Michael A Fischer
- Division of Pharmacoepidemiology, Brigham and Women's Hospital, Boston, MA, USA
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Yu J, Perrin JM, Hagerman T, Houtrow AJ. Underinsurance Among Children in the United States. Pediatrics 2022; 149:183780. [PMID: 34866156 PMCID: PMC9647940 DOI: 10.1542/peds.2021-050353] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/28/2021] [Indexed: 01/03/2023] Open
Abstract
OBJECTIVES We describe the change in the percentage of children lacking continuous and adequate health insurance (underinsurance) from 2016 to 2019. We also examine the relationships between child health complexity and insurance type with underinsurance. METHODS Secondary analysis of US children in the National Survey of Children's Health combined 2016-2019 dataset who had continuous and adequate health insurance. We calculated differences in point estimates, with 95% confidence intervals (CIs), to describe changes in our outcomes over the study period. We used multivariable logistic regression adjusted for sociodemographic characteristics and examined relationships between child health complexity and insurance type with underinsurance. RESULTS From 2016 to 2019, the proportion of US children experiencing underinsurance rose from 30.6% to 34.0% (+3.4%; 95% CI, +1.9% to +4.9%), an additional 2.4 million children. This trend was driven by rising insurance inadequacy (24.8% to 27.9% [+3.1%; 95% CI, +1.7% to +4.5%]), which was mainly experienced as unreasonable out-of-pocket medical expenses. Although the estimate of children lacking continuous insurance coverage rose from 8.1% to 8.7% (+0.6%), it was not significant at the 95% CI (-0.5% to +1.7%). We observed significant growth in underinsurance among White and multiracial children, children living in households with income ≥200% of the federal poverty limit, and those with private health insurance. Increased child health complexity and private insurance were significantly associated with experiencing underinsurance (adjusted odds ratio, 1.9 and 3.5, respectively). CONCLUSIONS Underinsurance is increasing among US children because of rising inadequacy. Reforms to the child health insurance system are necessary to curb this problem.
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Affiliation(s)
- Justin Yu
- Departments of Pediatrics,Address correspondence to Justin Yu, MD, MS, University of Pittsburgh Medical Center Children’s Hospital of Pittsburgh, Faculty Pavilion, Suite 3110, 4401 Penn Ave, Pittsburgh, PA, 15224. E-mail:
| | - James M. Perrin
- Department of Pediatrics, Harvard Medical School and MassGeneral Hospital for Children, Boston, Massachusetts
| | - Thomas Hagerman
- Department of Emergency Medicine, Henry Ford Health System, Detroit, Michigan
| | - Amy J. Houtrow
- Physical Medicine and Rehabilitation, School of Medicine, University of Pittsburgh and University of Pittsburgh Medical Center Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania
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Mulaney B, Bromley-Dulfano R, McShane EK, Stepanek M, Singer SJ. Descriptive Study of Employee Engagement With Workplace Wellness Interventions in the UK. J Occup Environ Med 2021; 63:719-730. [PMID: 34491963 DOI: 10.1097/jom.0000000000002219] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
OBJECTIVE To explore sequential steps of employee engagement in wellness interventions and the impact of wellness interventions on employee health. METHODS Using previously collected survey data from 23,667 UK employees, we tabulated intervention availability, awareness, participation, and associated health improvement and compared engagement by participation and risk status. RESULTS Employees' awareness of wellness interventions at their workplaces was often low (mean 43.3%, range 11.6%-82.3%). Participation was highest in diet/nutrition initiatives (94.2%) and lowest in alcohol counseling and smoking cessation interventions (2.1%). Employees with health risks were less likely than lower-risk employees to report awareness, participation, and health improvements from wellness interventions addressing the relevant health concern. CONCLUSION Employers and policymakers should consider variation in intervention engagement as they plan and implement wellness interventions. Engaging employee populations with higher health risks requires a more targeted approach.
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Affiliation(s)
- Bianca Mulaney
- Stanford University School of Medicine, Stanford, California (Ms Mulaney, Ms Bromley-Dulfano, Ms Singer, Ms McShane, Dr Singer); Vitality Health, London, UK and Institute of Economic Studies, Faculty of Social Sciences, Charles University, Prague, Czech Republic (Dr Stepanek); Stanford Graduate School of Business, Stanford, California (Dr Singer)
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Patel A, Oluwole O, Savani B, Dholaria B. Taking a BiTE out of the CAR T space race. Br J Haematol 2021; 195:689-697. [PMID: 34131894 DOI: 10.1111/bjh.17622] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 05/11/2021] [Accepted: 05/17/2021] [Indexed: 12/22/2022]
Abstract
Chimaeric antigen receptor T-cell (CAR T) therapy has evolved at an exponential pace and seeks to revolutionize the CAR T space with next-generation CARs and expanding indications in plasma cell dyscrasias. Recent developments in Bispecific T-cell engager therapy (BiTEs) may level the playing field with CAR T therapy, offering key advantages with off-the-shelf or on-demand treatment and a manageable toxicity profile to encompass a wider pool of eligible patients in the outpatient setting. The coexistence of both modalities will remain important in overall management and accelerate the next iteration of both cellular and BiTEs. This article summarises the current progress, potential future of both therapies for haematologic malignancies, and their economic implications on the healthcare system.
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Affiliation(s)
- Ameet Patel
- Department of Hematology and Bone Marrow Transplant, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Olalekan Oluwole
- Department of Hematology and Bone Marrow Transplant, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Bipin Savani
- Department of Hematology and Bone Marrow Transplant, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Hematology/Stem Cell Transplant, Veteran Hospital Administration, Nashville, TN, USA
| | - Bhagirathbhai Dholaria
- Department of Hematology and Bone Marrow Transplant, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN, USA
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Bedoya Reina MT, Brereton N, Zilbermint M. Haven Health is About to Disrupt the U.S. Healthcare System. J Community Hosp Intern Med Perspect 2021; 11:357-360. [PMID: 34234906 PMCID: PMC8118442 DOI: 10.1080/20009666.2021.1906832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Background: Healthcare costs are increasing in the U.S. Healthcare market is fragmented and opaque. The Amazon, JP Morgan Chase, and Berkshire Hathaway partnered to form an independent healthcare company ‘Haven’, designed to support cost-containment in health care and to forge a better patient experience. Limited information is available in the public domain about Haven’s strategy to deliver cost-effective healthcare for their employees. Objective: To describe the impact of Haven Health of modern healthcare. Methods: We reviewed literature in Pubmed (MEDLINE database of references and abstracts on life sciences and biomedical topics from the USA National Library of Medicine at the National Institutes of Health) and the public domain. Results: Amazon’s expertise and abilities in e-commerce such as logistics, supply, and big data management will support Haven’s quest to resolve inefficiencies in health care. Haven may attempt to directly negotiate with providers, bypassing insurance companies, to establish themselves as an independent payor. Additionally, Haven to establish themselves as a provider by building new low-cost primary care clinics, focusing on chronic disease prevention. The new healthcare system may leverage machine learning, artificial intelligence and big data analysis to support its initiatives and other ‘big data’ analytics to drive it all. Conclusions: Heaven Health may use its expertise to disrupt everything from the pharmaceutical supply chain to primary care and telehealth. More research is needed to evaluate the impact of Haven Healthcare on disease outcomes and healthcare costs.
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Affiliation(s)
| | | | - Mihail Zilbermint
- Johns Hopkins University Carey Business School, Baltimore, MD, USA.,Division of Hospital Medicine, Johns Hopkins Community Physicians at Suburban Hospital, Suburban Hospital, Bethesda, MD, USA.,Department of Medicine, Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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