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Causality in a social world : moderation, meditation and spill-over
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- 자료유형단행본
- 저자명Hong, Guanglei
- 학회/출판사/기관명West Sussex : Wiley, 2015
- 출판년도2015
- 언어영어
- 학술지명/학위논문주기
- 발행사항
- ISBN/ISSN
- 소개/요약Causality 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.
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