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Horvitz-Lennon M, Predmore Z, Orr P, Hanson M, Hillestad R, Durkin M, Kim E, Mattke S. Simulated long-term outcomes of early use of long-acting injectable antipsychotics in early schizophrenia. Early Interv Psychiatry 2019; 13:1357-1365. [PMID: 30548103 DOI: 10.1111/eip.12770] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Revised: 10/03/2018] [Accepted: 11/04/2018] [Indexed: 12/31/2022]
Abstract
AIM Duration of untreated psychosis in early schizophrenia impacts long-term outcomes. Because long-acting injectable (LAI) antipsychotic drugs improve adherence in early-stage patients, they could reduce additional time in uncontrolled psychosis (TUP) during the critical period of the illness. However, the long-term benefit of early LAI use over oral formulations has not been quantified. This study explores the potential magnitude of the benefit with a simulation approach. METHODS A microsimulation models the effects of 11 treatment pathways reflecting alternative decisions on whether and when LAI agents are used during a "calibration phase" that starts at treatment entry and lasts until the end of the 3-year critical period. Treatment failure prolongs time in psychosis. Long-term outcomes are predicted over the ensuing 7-year period as a function of TUP. RESULTS An "early LAI" pathway where LAI treatment follows the second oral treatment failure is compared to an oral-only pathway. Under these pathways, 69% and 46% of patients, respectively, are estimated to exit the calibration phase with adequate symptom control (total positive and negative syndrome scale score below 68). Relative to the oral-only pathway, the early LAI pathway is predicted to increase competitive employment by 39% (25% vs 18%) and independent or family living by 22% (71% vs 58%), and to decrease receipt of disability benefits by 36% (42% vs 66%) and hospital admissions per 1000 patient-years by 15% (249% vs 294%). CONCLUSIONS While these simulation results need to be confirmed empirically, they suggest that earlier use of LAI antipsychotics can meaningfully improve patient outcomes.
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Affiliation(s)
| | - Zachary Predmore
- RAND's Health Care Research Division, RAND Corporation, Boston, Massachusetts
| | - Patrick Orr
- RAND's Health Care Research Division, RAND Corporation, Boston, Massachusetts
| | - Mark Hanson
- RAND's Health Care Research Division, RAND Corporation, Santa Monica, California
| | - Richard Hillestad
- RAND's Health Care Research Division, RAND Corporation, Santa Monica, California
| | - Mike Durkin
- Janssen Scientific Affairs, LLC, Titusville, New Jersey
| | - Edward Kim
- Janssen Scientific Affairs, LLC, Titusville, New Jersey
| | - Soeren Mattke
- RAND's Health Care Research Division, RAND Corporation, Boston, Massachusetts
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Horvitz-Lennon M, Predmore Z, Orr P, Hanson M, Hillestad R, Durkin M, El Khoury AC, Mattke S. The Predicted Long-Term Benefits of Ensuring Timely Treatment and Medication Adherence in Early Schizophrenia. Adm Policy Ment Health 2019; 47:357-365. [PMID: 31745735 DOI: 10.1007/s10488-019-00990-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The impact of initiatives aimed at reducing time in untreated psychosis during early-stage schizophrenia will be unknown for many years. Thus, we simulate the effect of earlier treatment entry and better antipsychotic drug adherence on schizophrenia-related hospitalizations, receipt of disability benefits, competitive employment, and independent/family living over a ten-year horizon. We predict that earlier treatment entry reduces hospitalizations by 12.6-14.4% and benefit receipt by 7.0-8.5%, while increasing independent/family living by 41.5-46% and employment by 42-58%. We predict larger gains if a pro-adherence intervention is also used. Our findings suggest substantial benefits of timely and consistent early schizophrenia care.
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Affiliation(s)
| | - Zachary Predmore
- RAND Corporation, 20 Park Plaza, Suite 920, Boston, MA, 02116, USA.,Johns Hopkins University, Baltimore, MD, USA
| | - Patrick Orr
- RAND Corporation, 20 Park Plaza, Suite 920, Boston, MA, 02116, USA.,Information Mapping, Boston, MA, USA
| | - Mark Hanson
- RAND Corporation, Santa Monica, CA, USA.,University of Southern California, Los Angeles, CA, USA
| | | | - Mike Durkin
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
| | | | - Soeren Mattke
- RAND Corporation, 20 Park Plaza, Suite 920, Boston, MA, 02116, USA.,University of Southern California, Los Angeles, CA, USA
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Rudin RS, Hillestad R, Ridgely MS, Qureshi NS, Davis JS, Fischer SH. Defining and Evaluating Patient-Empowered Approaches to Improving Record Matching. Rand Health Q 2019; 8:3. [PMID: 31205803 PMCID: PMC6557042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Despite widespread adoption of electronic health records and increasing exchange of health care data, the benefits of interoperability and health information technology have been hampered by the inability to reliably match patients and their records. The Pew Charitable Trusts contracted with the RAND Corporation to investigate "patient-empowered" approaches to record matching-solutions that have some additional, voluntary role for patients beyond simply supplying demographics to their health care providers-and to select a promising solution for further development and pilot testing. After extensive consultation with a variety of experts, researchers did not identify a "silver bullet" or achieve consensus on a single solution. Instead, this study recommends adopting a three-stage approach that aims to improve the quality of identity information, establish new smartphone app functionality to facilitate bidirectional exchange of identity information and health care data between patients and providers, and create advanced functionality to further improve value. The study also suggests that because the solution contains multiple components involving diverse stakeholders, a governance mechanism likely will be needed to provide leadership, track pilot tests, and evaluation, as well as to convene key stakeholders to build consensus where consensus is needed.
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Abstract
BACKGROUND Advanced prosthetic knees allow for more dynamic movements and improved quality of life, but payers have recently started questioning their value. To answer this question, the differential clinical outcomes and cost of microprocessor-controlled knees (MPK) compared to non-microprocessor controlled knees (NMPK) were assessed. METHODS We conducted a literature review of the clinical and economic impacts of prosthetic knees, convened technical expert panel meetings, and implemented a simulation model over a 10-year time period for unilateral transfemoral Medicare amputees with a Medicare Functional Classification Level of 3 and 4 using estimates from the published literature and expert input. The results are summarized as an incremental cost effectiveness ratio (ICER) from a societal perspective, i.e., the incremental cost of MPK compared to NMPK for each quality-adjusted life-year gained. All costs were adjusted to 2016 U.S. dollars and discounted using a 3% rate to the present time. RESULTS The results demonstrated that compared to NMPK over a 10-year time period: for every 100 persons, MPK results in 82 fewer major injurious falls, 62 fewer minor injurious falls, 16 fewer incidences of osteoarthritis, and 11 lives saved; on a per person per year basis, MPK reduces direct healthcare cost by $3676 and indirect cost by $909, but increases device acquisition and repair cost by $6287 and total cost by $1702; on a per person basis, MPK is associated with an incremental total cost of $10,604 and increases the number of life years by 0.11 and quality adjusted life years by 0.91. MPK has an ICER ratio of $11,606 per quality adjusted life year, and the economic benefits of MPK are robust in various sensitivity analyses. CONCLUSIONS Advanced prosthetics for transfemoral amputees, specifically MPKs, are associated with improved clinical benefits compared to non-MPKs. The economic benefits of MPKs are similar to or even greater than those of other medical technologies currently reimbursed by U.S. payers.
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Affiliation(s)
- Christine Chen
- RAND Corporation, 1776 Main Street, Santa Monica, CA, 90401, USA
| | - Mark Hanson
- RAND Corporation, 1776 Main Street, Santa Monica, CA, 90401, USA
| | - Ritika Chaturvedi
- RAND Corporation, 1200 South Hayes Street, Arlington, VA, 22202-5050, USA
| | - Soeren Mattke
- RAND Corporation, 20 Park Plaza, Suite 920, Boston, MA, 02116, USA
| | | | - Harry H Liu
- RAND Corporation, 20 Park Plaza, Suite 920, Boston, MA, 02116, USA.
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Taylor R, Hillestad R. Asking Why And What: The Authors Respond. Health Aff (Millwood) 2006; 25:294. [PMID: 16403769 DOI: 10.1377/hlthaff.25.1.294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Taylor R, Hillestad R. Creating The Future. Health Aff (Millwood) 2006; 25:294-5. [PMID: 16403768 DOI: 10.1377/hlthaff.25.1.294-a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Hillestad R. Health care IT adoption could save USD162 billion. World Hosp Health Serv 2006; 42:36, 38-40. [PMID: 16900798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
This article looks at how health care IT can save hospitals and health services valuable funding and how these saving compare to the costs involved. The chief barriers to success and possible solutions to these difficulties are outlined. The author also points to the need for government intervention in implementing health care IT on a board scale.
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Taylor R, Bower A, Girosi F, Bigelow J, Fonkych K, Hillestad R. Promoting health information technology: is there a case for more-aggressive government action? Health Aff (Millwood) 2005; 24:1234-45. [PMID: 16162568 DOI: 10.1377/hlthaff.24.5.1234] [Citation(s) in RCA: 74] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Health information technology (HIT) could save $81-$162 billion or more annually while greatly reducing morbidity and mortality. However, gaining these benefits requires broad adoption, effective implementation, and associated changes in health care processes and structures. The policy options that could speed the adoption of HIT and the realization of these benefits include incentives to promote standard-based electronic medical record (EMR) system adoption; subsidies to develop information-exchange networks; and programs to measure, report, and reward performance. Investments in these and other identified policy options should pay for themselves while also laying the foundation for needed transformation of the U.S. health care system.
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Hillestad R, Bigelow J, Bower A, Girosi F, Meili R, Scoville R, Taylor R. Can Electronic Medical Record Systems Transform Health Care? Potential Health Benefits, Savings, And Costs. Health Aff (Millwood) 2005; 24:1103-17. [PMID: 16162551 DOI: 10.1377/hlthaff.24.5.1103] [Citation(s) in RCA: 708] [Impact Index Per Article: 37.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
To broadly examine the potential health and financial benefits of health information technology (HIT), this paper compares health care with the use of IT in other industries. It estimates potential savings and costs of widespread adoption of electronic medical record (EMR) systems, models important health and safety benefits, and concludes that effective EMR implementation and networking could eventually save more than $81 billion annually--by improving health care efficiency and safety--and that HIT-enabled prevention and management of chronic disease could eventually double those savings while increasing health and other social benefits. However, this is unlikely to be realized without related changes to the health care system.
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