A Review of the Rand Health Insurance Experiment. Statistics and Econometrics

A Review of the Rand Health Insurance Experiment. Statistics and Econometrics

Author: Nina Schwenniger

Publisher: GRIN Verlag

Published: 2015-06-12

Total Pages: 25

ISBN-13: 3656978859

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Seminar paper from the year 2015 in the subject Economy - Health Economics, grade: 1,0, University of Paderborn, language: English, abstract: The famous RAND Health Insurance Experiment (RAND HIE) deals with the question how health insurance affects medical spending. The scientific essay The RAND Health Insurance Experiment, Three Decades Later (2013) by Aviva Aron-Dine, Liran Einav, and Amy Finkelstein, extracted from the Journal of Economic Perspective, forms the basis for this seminar paper. All facts regarding the primary experiment are taken from this essay. It features a reexamination of the core findings of the RAND HIE with a state of the art perspective regarding the analysis of randomized experiments and the economics of moral hazard. Between 1974 and 1981, more than 5,800 individuals from about 2,000 households in six different locations across the United States participated in the RAND HIE and thereby received health insurance. The experiment randomly assigned families to health insurance plans with different levels of cost sharing and was representative of families with adults under the age of 62. The plans ranged from full coverage (“free care”) to plans with little coverage (5 percent) for the first approximately $4,000 (in 2011 dollars) incurred during a year. The conduct and analysis of randomized experiments as well as the economic analysis of moral hazard in the context of health insurance were relatively novel fields of research back in the years of the RAND investigation. Nevertheless, the RAND results are highly esteemed when predicting the likely impact of health insurance reforms on medical spending or design-ing actual insurance policies. In the course of time, health spending has grown and the consequent pressure on the public sector confers additional significance to the RAND estimates. The RAND HIE was funded by the US Department of Health, Education, and Welfare and cost roughly $295 million (in 2011 dollars). From a cost perspective alone, a replication of such an experiment is highly improbable. In section two, the design of the RAND HIE is presented and complemented by a depiction of the key economic object of interest, namely the impact of health insurance on medical spending. Section three describes the experimental analysis, including the baseline regression. The core variable of interest, the treatment effect, is specified and validated. In section four, the price elasticity is derived and the application discussed. Section five emphasizes the raison d’être for a randomized experiment based on statistical evidence and additional literature.


Book Synopsis A Review of the Rand Health Insurance Experiment. Statistics and Econometrics by : Nina Schwenniger

Download or read book A Review of the Rand Health Insurance Experiment. Statistics and Econometrics written by Nina Schwenniger and published by GRIN Verlag. This book was released on 2015-06-12 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seminar paper from the year 2015 in the subject Economy - Health Economics, grade: 1,0, University of Paderborn, language: English, abstract: The famous RAND Health Insurance Experiment (RAND HIE) deals with the question how health insurance affects medical spending. The scientific essay The RAND Health Insurance Experiment, Three Decades Later (2013) by Aviva Aron-Dine, Liran Einav, and Amy Finkelstein, extracted from the Journal of Economic Perspective, forms the basis for this seminar paper. All facts regarding the primary experiment are taken from this essay. It features a reexamination of the core findings of the RAND HIE with a state of the art perspective regarding the analysis of randomized experiments and the economics of moral hazard. Between 1974 and 1981, more than 5,800 individuals from about 2,000 households in six different locations across the United States participated in the RAND HIE and thereby received health insurance. The experiment randomly assigned families to health insurance plans with different levels of cost sharing and was representative of families with adults under the age of 62. The plans ranged from full coverage (“free care”) to plans with little coverage (5 percent) for the first approximately $4,000 (in 2011 dollars) incurred during a year. The conduct and analysis of randomized experiments as well as the economic analysis of moral hazard in the context of health insurance were relatively novel fields of research back in the years of the RAND investigation. Nevertheless, the RAND results are highly esteemed when predicting the likely impact of health insurance reforms on medical spending or design-ing actual insurance policies. In the course of time, health spending has grown and the consequent pressure on the public sector confers additional significance to the RAND estimates. The RAND HIE was funded by the US Department of Health, Education, and Welfare and cost roughly $295 million (in 2011 dollars). From a cost perspective alone, a replication of such an experiment is highly improbable. In section two, the design of the RAND HIE is presented and complemented by a depiction of the key economic object of interest, namely the impact of health insurance on medical spending. Section three describes the experimental analysis, including the baseline regression. The core variable of interest, the treatment effect, is specified and validated. In section four, the price elasticity is derived and the application discussed. Section five emphasizes the raison d’être for a randomized experiment based on statistical evidence and additional literature.


Free for All?

Free for All?

Author: Joseph P. Newhouse

Publisher: Harvard University Press

Published: 1993

Total Pages: 516

ISBN-13: 9780674318465

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In the most important health insurance study ever conducted researchers at the RAND Corporation devised all experiment to address two key questions in health care financing: how much more medical care will people use if it is provided free of charge, and what are the consequences for their health? For three- or five-year periods the experiment measured both use and health outcomes in populations carefully selected to be representative of both urban and rural regions throughout the United States. Participants were enrolled in a range of insurance plans requiring different levels of copayment for medical care, from zero to 95 percent. The researchers found that in plans that reimbursed a higher proportion of the bill, patients used substantially more services - indeed, those who paid nothing used 40 percent more services than those required to pay a high deductible - but the effect on the health of the average person was negligible. In addition, participants who were assigned at random to a well-established health maintenance organization used hospitals substantially less than those in the fee-for-service system, again with no measurable effect on the health of the average person. This book collects in one place for the first time results previously dispersed through many journals over many years. Drawing comprehensive, coherent conclusions from an immense amount of data, it is destined to be a classic work serving as an invaluable reference for all those concerned with health care policy - health service researchers, policymakers in both the public and the private sectors, and students.


Book Synopsis Free for All? by : Joseph P. Newhouse

Download or read book Free for All? written by Joseph P. Newhouse and published by Harvard University Press. This book was released on 1993 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the most important health insurance study ever conducted researchers at the RAND Corporation devised all experiment to address two key questions in health care financing: how much more medical care will people use if it is provided free of charge, and what are the consequences for their health? For three- or five-year periods the experiment measured both use and health outcomes in populations carefully selected to be representative of both urban and rural regions throughout the United States. Participants were enrolled in a range of insurance plans requiring different levels of copayment for medical care, from zero to 95 percent. The researchers found that in plans that reimbursed a higher proportion of the bill, patients used substantially more services - indeed, those who paid nothing used 40 percent more services than those required to pay a high deductible - but the effect on the health of the average person was negligible. In addition, participants who were assigned at random to a well-established health maintenance organization used hospitals substantially less than those in the fee-for-service system, again with no measurable effect on the health of the average person. This book collects in one place for the first time results previously dispersed through many journals over many years. Drawing comprehensive, coherent conclusions from an immense amount of data, it is destined to be a classic work serving as an invaluable reference for all those concerned with health care policy - health service researchers, policymakers in both the public and the private sectors, and students.


The Demand for Episodes of Medical Treatment in the Health Insurance Experiment

The Demand for Episodes of Medical Treatment in the Health Insurance Experiment

Author: Emmett B. Keeler

Publisher: RAND Corporation

Published: 1988

Total Pages: 119

ISBN-13: 9780833008459

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Contains a statistical and economic analysis of data from the Rand Health Insurance Experiment.


Book Synopsis The Demand for Episodes of Medical Treatment in the Health Insurance Experiment by : Emmett B. Keeler

Download or read book The Demand for Episodes of Medical Treatment in the Health Insurance Experiment written by Emmett B. Keeler and published by RAND Corporation. This book was released on 1988 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains a statistical and economic analysis of data from the Rand Health Insurance Experiment.


Use of Medical Care in the Rand Health Insurance Experiment

Use of Medical Care in the Rand Health Insurance Experiment

Author:

Publisher:

Published: 1986

Total Pages: 117

ISBN-13: 9780833007797

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This monograph presents studies from the Rand Health Insurance Experiment (HIE) concerning the effect of cost-sharing on the use of outpatient medical care for specific diagnosis. The HIE was a large-scale randomized controlled trial of alternative forms of health care financing sponsored by the U.S. Departement of Health and Human Services. The study took place between Nov. 1974 and Janv. 1982 in six sites in the United States and enrolled more than 7'700 nonaged persons in one of several experimental health insurance plans. These analyzes highlight the effect of cost-sharing on the probability of using medical care for specific diagnoses or problems, and the content of medical practice ("disease profile") for specific conditions or reasons for seeking care. Appendixes : Definitions of Groups of diagnoses, procedures and test, and drugs. Rules for creating episodes of care from HIE claims data. Observed probabilities of an episode of care. Logistic regressions. Episode size for selected diagnoses by plan.


Book Synopsis Use of Medical Care in the Rand Health Insurance Experiment by :

Download or read book Use of Medical Care in the Rand Health Insurance Experiment written by and published by . This book was released on 1986 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph presents studies from the Rand Health Insurance Experiment (HIE) concerning the effect of cost-sharing on the use of outpatient medical care for specific diagnosis. The HIE was a large-scale randomized controlled trial of alternative forms of health care financing sponsored by the U.S. Departement of Health and Human Services. The study took place between Nov. 1974 and Janv. 1982 in six sites in the United States and enrolled more than 7'700 nonaged persons in one of several experimental health insurance plans. These analyzes highlight the effect of cost-sharing on the probability of using medical care for specific diagnoses or problems, and the content of medical practice ("disease profile") for specific conditions or reasons for seeking care. Appendixes : Definitions of Groups of diagnoses, procedures and test, and drugs. Rules for creating episodes of care from HIE claims data. Observed probabilities of an episode of care. Logistic regressions. Episode size for selected diagnoses by plan.


RAND Review

RAND Review

Author: The RAND Corporation

Publisher: Rand Corporation

Published: 2016-06-27

Total Pages: 20

ISBN-13: 0833095374

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This issue highlights the stress of military deployments and resilience of military families; RAND research on cybercrime, network defense, and data breaches; the 40th anniversary of RAND’s landmark Health Insurance Experiment; and more.


Book Synopsis RAND Review by : The RAND Corporation

Download or read book RAND Review written by The RAND Corporation and published by Rand Corporation. This book was released on 2016-06-27 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: This issue highlights the stress of military deployments and resilience of military families; RAND research on cybercrime, network defense, and data breaches; the 40th anniversary of RAND’s landmark Health Insurance Experiment; and more.


Moral Hazard in Health Insurance

Moral Hazard in Health Insurance

Author: Amy Finkelstein

Publisher: Columbia University Press

Published: 2014-12-02

Total Pages: 161

ISBN-13: 0231538685

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Addressing the challenge of covering heath care expenses—while minimizing economic risks. Moral hazard—the tendency to change behavior when the cost of that behavior will be borne by others—is a particularly tricky question when considering health care. Kenneth J. Arrow’s seminal 1963 paper on this topic (included in this volume) was one of the first to explore the implication of moral hazard for health care, and Amy Finkelstein—recognized as one of the world’s foremost experts on the topic—here examines this issue in the context of contemporary American health care policy. Drawing on research from both the original RAND Health Insurance Experiment and her own research, including a 2008 Health Insurance Experiment in Oregon, Finkelstein presents compelling evidence that health insurance does indeed affect medical spending and encourages policy solutions that acknowledge and account for this. The volume also features commentaries and insights from other renowned economists, including an introduction by Joseph P. Newhouse that provides context for the discussion, a commentary from Jonathan Gruber that considers provider-side moral hazard, and reflections from Joseph E. Stiglitz and Kenneth J. Arrow. “Reads like a fireside chat among a group of distinguished, articulate health economists.” —Choice


Book Synopsis Moral Hazard in Health Insurance by : Amy Finkelstein

Download or read book Moral Hazard in Health Insurance written by Amy Finkelstein and published by Columbia University Press. This book was released on 2014-12-02 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addressing the challenge of covering heath care expenses—while minimizing economic risks. Moral hazard—the tendency to change behavior when the cost of that behavior will be borne by others—is a particularly tricky question when considering health care. Kenneth J. Arrow’s seminal 1963 paper on this topic (included in this volume) was one of the first to explore the implication of moral hazard for health care, and Amy Finkelstein—recognized as one of the world’s foremost experts on the topic—here examines this issue in the context of contemporary American health care policy. Drawing on research from both the original RAND Health Insurance Experiment and her own research, including a 2008 Health Insurance Experiment in Oregon, Finkelstein presents compelling evidence that health insurance does indeed affect medical spending and encourages policy solutions that acknowledge and account for this. The volume also features commentaries and insights from other renowned economists, including an introduction by Joseph P. Newhouse that provides context for the discussion, a commentary from Jonathan Gruber that considers provider-side moral hazard, and reflections from Joseph E. Stiglitz and Kenneth J. Arrow. “Reads like a fireside chat among a group of distinguished, articulate health economists.” —Choice


Rand Report

Rand Report

Author: Rand Corporation

Publisher:

Published: 1989

Total Pages: 50

ISBN-13:

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Book Synopsis Rand Report by : Rand Corporation

Download or read book Rand Report written by Rand Corporation and published by . This book was released on 1989 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Use of Medical Care in the Rand Health Insurance Experiment

Use of Medical Care in the Rand Health Insurance Experiment

Author:

Publisher:

Published: 1986

Total Pages: 87

ISBN-13:

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Book Synopsis Use of Medical Care in the Rand Health Insurance Experiment by :

Download or read book Use of Medical Care in the Rand Health Insurance Experiment written by and published by . This book was released on 1986 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt:


The Economics of Health Reconsidered

The Economics of Health Reconsidered

Author: Thomas H. Rice

Publisher:

Published: 1998

Total Pages: 220

ISBN-13:

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This book guides you toward reconsidering the field of health economics as it is taught & practiced. The book discusses & analyzes the assumptions that must be met for a competitive market to be successful, concludes that these assumptions are not met in the health field, & provides a number of applications for health policy. "Tom Rice has done all of us in health a favor. In succinct, accessible-at times even delightful- prose, he has expressed so many of our concerns about what sometimes passes for 'conventional' health economics." - Gavin Mooney, Ph.D., Professor of Health Economics, University of Sydney, Australia.


Book Synopsis The Economics of Health Reconsidered by : Thomas H. Rice

Download or read book The Economics of Health Reconsidered written by Thomas H. Rice and published by . This book was released on 1998 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book guides you toward reconsidering the field of health economics as it is taught & practiced. The book discusses & analyzes the assumptions that must be met for a competitive market to be successful, concludes that these assumptions are not met in the health field, & provides a number of applications for health policy. "Tom Rice has done all of us in health a favor. In succinct, accessible-at times even delightful- prose, he has expressed so many of our concerns about what sometimes passes for 'conventional' health economics." - Gavin Mooney, Ph.D., Professor of Health Economics, University of Sydney, Australia.


A Guide to Modern Econometrics

A Guide to Modern Econometrics

Author: Marno Verbeek

Publisher: John Wiley & Sons

Published: 2017-07-31

Total Pages: 523

ISBN-13: 1119401151

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A Guide to Modern Econometrics, 5th Edition has become established as a highly successful textbook. It serves as a guide to alternative techniques in econometrics with an emphasis on intuition and the practical implementation of these approaches. This fifth edition builds upon the success of its predecessors. The text has been carefully checked and updated, taking into account recent developments and insights. It includes new material on causal inference, the use and limitation of p-values, instrumental variables estimation and its implementation, regression discontinuity design, standardized coefficients, and the presentation of estimation results.


Book Synopsis A Guide to Modern Econometrics by : Marno Verbeek

Download or read book A Guide to Modern Econometrics written by Marno Verbeek and published by John Wiley & Sons. This book was released on 2017-07-31 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Guide to Modern Econometrics, 5th Edition has become established as a highly successful textbook. It serves as a guide to alternative techniques in econometrics with an emphasis on intuition and the practical implementation of these approaches. This fifth edition builds upon the success of its predecessors. The text has been carefully checked and updated, taking into account recent developments and insights. It includes new material on causal inference, the use and limitation of p-values, instrumental variables estimation and its implementation, regression discontinuity design, standardized coefficients, and the presentation of estimation results.