Data Visualization and Health Econometrics (Foundations and Trends

by Andrew M. Jones

Econometric models for health outcomes and health care costs are used for prediction and forecasting in health care planning, risk adjustment by insurers and public providers of health care, geographic resource allocation, health technology assessment and health policy impact evaluations. Methods for risk adjustment focus on predicting the treatment costs for a particular type of patient, often with very large survey or administrative datasets. Data Visualization and Health Econometrics focuses on the principles and practice of data visualization and statistical graphics and how these can enhance empirical analysis of health care costs and outcomes, especially for skewed and heavy-tailed distributions. The scope of this review is limited to non-normal but continuous outcomes such as health care costs and biomarkers. The methods and applications used here are limited to cross sectional data. The review of methods that have been developed for health care cost regressions is complemented by an empirical case study that focuses on objectively measured health outcomes, whose distributions share many of the features of cost data. The case study applies the econometric and graphical methods to blood-based biomarkers as the dependent variables.

92 pages, Paperback

Published August 31, 2017

About the author

Andrew M. Jones, Ph.D. is a cultural anthropologist turned management consultant and business school professor. He has taught at management schools in the U.S. and the U.K. and has consulted with firms in numerous industries over the past fifteen years. He is a partner at Conjunctured Coworking in Austin, Texas and teaches Management and Organizational Behavior in the McCoy College of Business Administration at Texas State University. He has published two previous books, The Innovation Acid Test: Growth Through Differentiation and Design (Triarchy Press, 2008) and I’m Outta Here: How Coworking is Making the Office Obsolete (NotanMBA Press, 2009) with Tony Bacigalupo and Todd Sundsted. Andrew is also a 2014 winner of the Management Innovation eXchange M-Prize for his work on business innovation and coworking. He lives in Austin, Texas.

To learn more about Andrew's work and research, visit drewjones.co.