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Econometric Analysis of Health Data 1st Edition by Andrew M Jones, Owen O Donnell ISBN B000WGA7IM 9780470841457

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Econometric Analysis of Health Data 1st Edition Andrew M. Jones Digital Instant Download

Author(s): Andrew M. Jones, Owen O’Donnell
ISBN(s): 9780470851753, 0470851759
Edition: 1
File Details: PDF, 2.26 MB
Year: 2002
Language: english
SKU: EB-1922372 Category: Tags: ,

Econometric Analysis of Health Data 1st Edition by Andrew M. Jones, Owen O’Donnell – Ebook PDF Instant Download/Delivery: B000WGA7IM, 9780470841457
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Product details:

ISBN 10: B000WGA7IM 
ISBN 13: 9780470841457
Author: Andrew M. Jones, Owen O’Donnell

Given extensive use of individual level data in Health Economics, it has become increasingly important to understand the microeconometric techniques available to applied researchers. The purpose of this book is to give readers convenient access to a collection of recent contributions that contain innovative applications of microeconometric methods to data on health and health care.
Contributions are selected from papers presented at the European Workshops on Econometrics and Health Economics and published in Health Economics. Topics covered include:
* Latent Variables
* Unobservable heterogeneity and selection problems
* Count data and survival analysis
* Flexible and semiparametric estimators for limited dependent variables
* Classical and simulation methods for panel data
* Publication marks the tenth anniversary of the Workshop series.
Doctoral students and researchers in health economics and microeconomics will find this book invaluable. Researchers in related fields such as labour economics and biostatistics will also find the content of use.

Econometric Analysis of Health Data 1st Table of contents:

Part I: Introduction to Econometric Analysis of Health Data

  1. Introduction to Health Economics and Econometrics
    • The Role of Econometrics in Health Data Analysis
    • Health Economics: Key Concepts and Issues
    • Overview of Health Data Sources
  2. Fundamentals of Health Data
    • Types of Health Data: Cross-Sectional, Time-Series, and Panel Data
    • Challenges in Health Data Collection and Quality
    • Ethical Considerations in Health Data Analysis

Part II: Basic Econometric Techniques

  1. Statistical Methods for Health Data
    • Descriptive Statistics and Basic Inferential Methods
    • Regression Analysis in Health Economics
    • Dealing with Outliers and Missing Data in Health Studies
  2. Basic Econometric Models
    • Ordinary Least Squares (OLS) Regression and its Application in Health
    • Limited Dependent Variables: Logit, Probit, and Tobit Models
    • Instrumental Variables and Endogeneity in Health Econometrics

Part III: Advanced Econometric Methods in Health Analysis

  1. Panel Data Econometrics in Health Studies
    • Fixed Effects vs. Random Effects Models
    • Using Panel Data to Account for Unobserved Heterogeneity
    • Applications in Longitudinal Health Data
  2. Causal Inference in Health Econometrics
    • Identifying Causal Relationships: Randomized Controlled Trials (RCTs) vs. Observational Data
    • Propensity Score Matching
    • Difference-in-Differences (DiD) Estimation in Health Policy Evaluation
  3. Time-Series Analysis in Health Economics
    • Modeling Health Data Over Time: ARIMA and State-Space Models
    • Forecasting Health Outcomes
    • The Use of Structural Time-Series Models in Health Policy

Part IV: Health Outcomes and Policy Analysis

  1. Health Outcomes and Econometric Models
    • Measuring Health Outcomes: Mortality, Morbidity, and Quality of Life
    • Econometric Models for Health Behavior and Health Choices
    • The Role of Socioeconomic Factors in Health Outcomes
  2. Econometric Evaluation of Health Policies
    • Evaluating Healthcare Programs and Interventions
    • Cost-Effectiveness and Cost-Benefit Analysis in Health
    • Health Insurance Models and Public Health Policy Analysis
  3. The Economics of Healthcare Systems
    • Modeling Healthcare Spending and Resource Allocation
    • Healthcare Market Structure and its Impact on Health Outcomes
    • The Role of Public vs. Private Healthcare in Econometric Analysis

Part V: Specialized Topics in Health Econometrics

  1. Health Disparities and Inequality
    • Econometric Approaches to Studying Health Inequality
    • Race, Gender, and Socioeconomic Status in Health Econometrics
    • Models for Understanding and Reducing Health Disparities
  2. Behavioral Economics and Health
    • Behavioral Models of Health Decision Making
    • Nudging and Health Behavior Interventions
    • The Economics of Mental Health
  3. Global Health and Econometrics
    • Econometric Analysis of Global Health Issues
    • Health Systems in Low- and Middle-Income Countries
    • The Economics of Infectious Diseases and Global Pandemics

Part VI: Empirical Applications and Case Studies

  1. Case Study 1: Health Insurance and Access to Care
    • Econometric Models of Health Insurance Markets
    • Access to Healthcare and Health Outcomes
    • Policy Implications of Health Insurance Econometrics
  2. Case Study 2: The Economics of Chronic Diseases
    • Modeling the Impact of Chronic Conditions on Health Systems
    • Economic Burden of Chronic Diseases: Analyzing the Data
    • Policy Interventions and Cost-Effective Treatments
  3. Case Study 3: Evaluating Healthcare Reform
    • Econometric Approaches to Evaluating Health Reform Policies
    • Assessing the Impact of the Affordable Care Act
    • Global Case Studies of Healthcare System Reforms

Part VII: Conclusion and Future Directions

  1. Emerging Trends in Health Econometrics
    • Big Data and Health: Opportunities and Challenges
    • The Role of Machine Learning and Artificial Intelligence in Health Economics
    • Future Directions for Research in Health Econometrics
  2. Policy Implications and Conclusion
    • The Role of Econometric Analysis in Health Policy Decision Making
    • Bridging the Gap Between Econometrics and Healthcare Practice
    • Final Thoughts: Improving Health Systems through Econometrics

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