Preventive Effect Heterogeneity: Causal Inference in Personalized Prevention
Sign Up to like & getrecommendations! Published in 2017 at "Prevention Science"
DOI: 10.1007/s11121-017-0826-9
Abstract: This paper employs a causal inference framework to explore two logically distinct forms of preventive effect heterogeneity relevant for studying variation in preventive effect as a basis for developing more personalized interventions. Following VanderWeele (2015),… read more here.
Keywords: preventive effect; effect heterogeneity; causal inference; inference ... See more keywords
Effect of heterogeneity on crushing failure of disordered staggered-square honeycombs
Sign Up to like & getrecommendations! Published in 2020 at "Composite Structures"
DOI: 10.1016/j.compstruct.2020.112055
Abstract: Abstract Uni-axial compressive failure of silica-epoxy based heterogeneous honeycombs is investigated in detail for a range of volume fractions. Introduction of heterogeneity in compression of staggered-square honeycomb is seen to result in damage initiation at… read more here.
Keywords: heterogeneity crushing; effect heterogeneity; staggered square; damage ... See more keywords
Graphic report of the results from propensity score method analyses.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of clinical epidemiology"
DOI: 10.1016/j.jclinepi.2017.06.003
Abstract: OBJECTIVES To increase transparency in studies reporting propensity scores by using graphical methods that clearly illustrate (1) the number of participant exclusions that occur as a consequence of the analytic strategy and (2) whether treatment… read more here.
Keywords: graphical methods; effect heterogeneity; graphic report; propensity score ... See more keywords
Treatment effect heterogeneity in the head start impact study: A systematic review of study characteristics and findings
Sign Up to like & getrecommendations! Published in 2021 at "SSM - Population Health"
DOI: 10.1016/j.ssmph.2021.100916
Abstract: There have been consistent efforts to assess treatment effect heterogeneity (TEH) of Head Start using the data from the Head Start Impact Study (HSIS), a randomized controlled trial of a federally funded child development program… read more here.
Keywords: head start; effect heterogeneity; impact study; study ... See more keywords
Causal Processes in Psychology Are Heterogeneous
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Experimental Psychology: General"
DOI: 10.1037/xge0000558
Abstract: All experimenters know that human and animal subjects do not respond uniformly to experimental treatments. Yet theories and findings in experimental psychology either ignore this causal effect heterogeneity or treat it as uninteresting error. This… read more here.
Keywords: psychology heterogeneous; processes psychology; effect heterogeneity; causal processes ... See more keywords
A U-statistic-based test of treatment effect heterogeneity
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Nonparametric Statistics"
DOI: 10.1080/10485252.2022.2025804
Abstract: Many studies include a goal of determining whether there is treatment effect heterogeneity across different subpopulations. In this paper, we propose a U-statistic-based nonparametric test of the null hypothesis that the treatment effects are identical… read more here.
Keywords: treatment effect; treatment; effect heterogeneity; test ... See more keywords
Treatment Effect Heterogeneity
Sign Up to like & getrecommendations! Published in 2022 at "Evaluation Review"
DOI: 10.1177/0193841x221090731
Abstract: This paper considers recent methodological developments in the treatment effects literature, describes their value for applied evaluation work, and suggests next steps. It pays particular attention to documenting the presence of treatment effect heterogeneity, to… read more here.
Keywords: treatment effect; treatment; effect heterogeneity;