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Propensity Scores: A Practical Method for Assessing Treatment Effects in Pain and Symptom Management Research  Melissa M. Garrido, PhD  Journal of Pain.

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Presentation on theme: "Propensity Scores: A Practical Method for Assessing Treatment Effects in Pain and Symptom Management Research  Melissa M. Garrido, PhD  Journal of Pain."— Presentation transcript:

1 Propensity Scores: A Practical Method for Assessing Treatment Effects in Pain and Symptom Management Research  Melissa M. Garrido, PhD  Journal of Pain and Symptom Management  Volume 48, Issue 4, Pages (October 2014) DOI: /j.jpainsymman Copyright © Terms and Conditions

2 Fig. 1 Propensity scores should include hypothesized strong confounders and weak confounders, but they should not include instrumental variables (Guidelines 1–3). Journal of Pain and Symptom Management  , DOI: ( /j.jpainsymman ) Copyright © Terms and Conditions

3 Fig. 2 Covariates included in a propensity score should not be affected by the treatment variable. Variables that occur after the treatment variable are part of the causal pathway; including these in the propensity score will bias the treatment effect one is trying to estimate (Guideline 4). Journal of Pain and Symptom Management  , DOI: ( /j.jpainsymman ) Copyright © Terms and Conditions


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