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Methods matter : improving causal inference in educational and social science research
- フォーマット:
- 図書
- 責任表示:
- Richard J. Murnane, John B. Willett
- 言語:
- 英語
- 出版情報:
- New York, NY : Oxford University Press, c2011
- 形態:
- xv, 397 p. ; 25 cm
- 著者名:
- 目次情報:
-
The challenge for educational research The importance of theory Designing research to address causal questions Past approaches to answering causal questions in education Investigator-designed randomized experiments Challenges in designing, implementing, and learning from randomized experiments Statistical power and sample size Experimental rech when participants are clustered within intact groups Using natural experiments to provide "arguably exogenous" treatment variability Estimating causal effects using a Regression-Discontinuity approach Introducing instrumental-variables estimation Using IVE to recover the treatment effect in a Quasi-Experiment Dealing with bias in treatment effects estimated from nonexperimental data Methodological lessons from the long quest Substantive lessons and new questions The challenge for educational research The importance of theory Designing research to address causal questions Past approaches to answering causal questions in education Investigator-designed randomized experiments Challenges in designing, implementing, and learning from randomized experiments - 書誌ID:
- BB0412412X
- ISBN:
- 9780199753864 [0199753865] (: hbk)
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