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Epidemiology by Design

Epidemiology by Design

A Causal Approach to the Health Sciences

9780190665760
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Description
A (LONG OVERDUE) CAUSAL APPROACH TO INTRODUCTORY EPIDEMIOLOGY Epidemiology is recognized as the science of public health, evidence-based medicine, and comparative effectiveness research. Causal inference is the theoretical foundation underlying all of the above. No introduction to epidemiology is complete without extensive discussion of causal inference; whats missing is a textbook that takes such an approach. Epidemiology by Design takes a causal approach to the foundations of traditional introductory epidemiology. Through an organizing principle of study designs, it teaches epidemiology through modern causal inference approaches, including potential outcomes, counterfactuals, and causal identification conditions.Coverage in this textbook includes::· Introduction to measures of prevalence and incidence (survival curves, risks, rates, odds) and measures of contrast (differences, ratios); the fundamentals of causal inference; and principles of diagnostic testing, screening, and surveillance· Description of three key study designs through the lens of causal inference:: randomized trials, prospective observational cohort studies, and case-control studies· Discussion of internal validity (within a sample), external validity, and population impact:: the foundations of an epidemiologic approach to implementation scienceFor first-year graduate students and advanced undergraduates in epidemiology and public health fields more broadly, Epidemiology by Design offers a rigorous foundation in epidemiologic methods and an introduction to methods and thinking in causal inference. This new textbook will serve as a foundation not just for further study of the field, but as a head start on where the field is going.
Product Details
OUP USA
88065
9780190665760
9780190665760

Data sheet

Publication date
2020
Issue number
1
Cover
paperback
Pages count
240
Dimensions (mm)
156 x 235
Weight (g)
340
  • Acknowledgements; Overview; 1. Measuring Disease; 2. Measures of Association; 3. Causal Inference, Causal Effect Estimation, and Systematic Error; 4. Diagnostic Testing, Screening, and Surveillance; 5. Randomized Trials; 6. Observational Cohort Studies; 7. Case-Control Studies; 8. Other Study Designs; 9. Causal Impact, From Exposures to Interventions; Index;
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