Trajectory Analysis in Health Care

Nonfiction, Science & Nature, Science, Physics, Chaotic Behavior, Health & Well Being, Medical, Ailments & Diseases, Infectious Diseases, Epidemiology
Cover of the book Trajectory Analysis in Health Care by David W. Hollar, Springer International Publishing
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Author: David W. Hollar ISBN: 9783319596266
Publisher: Springer International Publishing Publication: August 28, 2017
Imprint: Springer Language: English
Author: David W. Hollar
ISBN: 9783319596266
Publisher: Springer International Publishing
Publication: August 28, 2017
Imprint: Springer
Language: English

This innovative volume introduces Trajectory Analysis, a new systems-based approach to measuring nonlinear dynamics in continuous change, to public health and epidemiology. It synthesizes influential strands of statistical and probability science (including chaos theory and catastrophe theory) to complement existing methods and models used in the health fields. The computational framework featured here pinpoints complex cause-and-effect processes in behavioral change as individuals and populations adjust to health interventions, with examples from neuroscience and cardiology. But this is no mere academic exercise, as the author illustrates how these methods can be harnessed toward finding real-world answers to longstanding public health problems, starting with treatment recidivism.

 Included in the coverage:

 ·         The universality of physical principles in the analysis of health and disease

·         The problem of recidivism in healthcare intervention studies

·         Stability and reversibility/irreversibility of health conditions

·         Chaos theory and sensitive dependence on initial conditions

·         Applications in health monitoring and geographic systems

·         Simulations, applications, and the challenge for public health

 A stimulating new take on statistics with powerful implications for future study, practice, and policy, Trajectory Analysis in Health Care should interest public health epidemiologists, researchers, clinicians, and policymakers. 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This innovative volume introduces Trajectory Analysis, a new systems-based approach to measuring nonlinear dynamics in continuous change, to public health and epidemiology. It synthesizes influential strands of statistical and probability science (including chaos theory and catastrophe theory) to complement existing methods and models used in the health fields. The computational framework featured here pinpoints complex cause-and-effect processes in behavioral change as individuals and populations adjust to health interventions, with examples from neuroscience and cardiology. But this is no mere academic exercise, as the author illustrates how these methods can be harnessed toward finding real-world answers to longstanding public health problems, starting with treatment recidivism.

 Included in the coverage:

 ·         The universality of physical principles in the analysis of health and disease

·         The problem of recidivism in healthcare intervention studies

·         Stability and reversibility/irreversibility of health conditions

·         Chaos theory and sensitive dependence on initial conditions

·         Applications in health monitoring and geographic systems

·         Simulations, applications, and the challenge for public health

 A stimulating new take on statistics with powerful implications for future study, practice, and policy, Trajectory Analysis in Health Care should interest public health epidemiologists, researchers, clinicians, and policymakers. 

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