Causality in a Social World by Guanglei Hong

Causality in a Social World by Guanglei Hong

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Summary

Causality in a Social World introduces innovative new statistical research and strategies for investigating moderated intervention effects, mediated intervention effects, and spill-over effects using experimental or quasi-experimental data.

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Causality in a Social World by Guanglei Hong

Causality in a Social World introduces innovative new statistical research and strategies for investigating moderated intervention effects, mediated intervention effects, and spill-over effects using experimental or quasi-experimental data. The book uses potential outcomes to define causal effects, explains and evaluates identification assumptions using application examples, and compares innovative statistical strategies with conventional analysis methods. Whilst highlighting the crucial role of good research design and the evaluation of assumptions required for identifying causal effects in the context of each application, the author demonstrates that improved statistical procedures will greatly enhance the empirical study of causal relationship theory. Applications focus on interventions designed to improve outcomes for participants who are embedded in social settings, including families, classrooms, schools, neighbourhoods, and workplaces.
Guanglei Hong, University of Chicago, Department of Comparative Human Development, USA.
SKU Unavailable
ISBN 13 9781118332566
ISBN 10 1118332563
Title Causality in a Social World
Author Guanglei Hong
Condition Unavailable
Publisher John Wiley & Sons Inc
Year published 2015-08-14
Number of pages 448
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.