Using mediation analysis to identify causal mechanisms in disease management interventions

作者: Ariel Linden , Kristian Bernt Karlson

DOI: 10.1007/S10742-013-0106-5

关键词:

摘要: … In other words, after conditioning on observable pre-intervention characteristics X and the actual treatment assignment T, we now assume that the mediator status is as good as …

参考文章(96)
K. Imai, L. Keele, D. Tingley, T. Yamamoto, Causal Mediation Analysis Using R Advances in Social Science Research Using R. pp. 129- 154 ,(2010) , 10.1007/978-1-4419-1764-5_8
Michael Rosenblum, None, Marginal Structural Models Springer, New York, NY. pp. 145- 160 ,(2011) , 10.1007/978-1-4419-9782-1_9
Soeren Mattke, Sai Ma, Michael Seid, Evidence for the effect of disease management: is $1 billion a year a good investment? The American Journal of Managed Care. ,vol. 13, pp. 670- 676 ,(2007)
Rick H. Hoyle, Handbook of structural equation modeling Guilford Press. ,(2012)
Judea Pearl, Direct and Indirect Effects uncertainty in artificial intelligence. pp. 411- 420 ,(2001)
Raymond Hicks, Dustin Tingley, Causal Mediation Analysis Stata Journal. ,vol. 11, pp. 605- 619 ,(2011) , 10.1177/1536867X1201100407
Adam N. Glynn, The Product and Difference Fallacies for Indirect Effects American Journal of Political Science. ,vol. 56, pp. 257- 269 ,(2012) , 10.1111/J.1540-5907.2011.00543.X
Julia Adler-Milstein, Ariel Linden, Medicare disease management in policy context. Health Care Financing Review. ,vol. 29, pp. 1- 11 ,(2008)