Causality and Psychopathology: Finding the Determinants of - download pdf or read online

By Patrick PhD Shrout, Katherine MPH Keyes, Katherine MPH Ornstein

A part of the hot American Pyschopathological organization sequence. Containing contributions from best students of causal pondering in epidemiology and psychopathology examine, this quantity relies on shows on the ground-breaking 2008 assembly of the yank Psychopathological organization. The authors discover the that means of causal statements which are made of statistical and experimental facts; then, they recommend novel methods to investigate those statements and therefore cause them to extra informative and medically rigorous. the gathering of chapters uniquely contains either methodological contributions and specific checks of the way causal inferences may be made while contemplating learn effects on developmental psychopathology, scientific psychopharmacology, character problems, post-traumatic rigidity disease, and psychiatric genetics. In studying causal references, the authors research controversies surrounding numerous problems and their therapy.

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Extra info for Causality and Psychopathology: Finding the Determinants of Disorders and their Cures (American Psychopathological Association)

Example text

B. (1990). Formal modes of statistical inference for causal effects. Journal of Statistical Planning and Inference, 25, 279–292. Shadish, W. , Cook, T. , & Campbell, D. T. (2002). Experimental and quasi-experimental designs for generalized causal inference. Boston: Houghton-Mifflin. Spencer, S. , Zanna, M. , & Fong, G. T. (2005). Establishing a causal chain: Why experiments are often more effective than mediational analyses in examining psychological processes. Journal of Personality and Social Psychology, 89(6), 845–851.

Unintended Consequences of Interventions Unintended consequences of interventions are consequences of exposure removal not represented as part of the causal effect of the exposure on the outcome under study. The causes of these unintended consequences include natural confounding and narrowly defined outcomes. Natural Confounding Recall that the estimation of the true causal effect requires exchangeability of potential outcomes between the exposed and unexposed groups in our studies. Exchangeability is necessary to isolate the causal effect of interest.

Shy, 1997; McMichael, 1999). While there are many aspects of the potential outcomes model that warrant discussion, here we focus on one narrowly framed question: Is it possible, as the critics contend, that the same models that enhance the validity of our studies can mislead us when we try to intervene on the causes these studies uncover? ’’ We will argue that the problem arises not because of some failure of the potential outcomes approach itself but, rather, because of unintended consequences of the metaphors and tools implied by the model.

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