A review of generalizability and transportability

I Degtiar, S Rose - Annual Review of Statistics and Its …, 2023 - annualreviews.org
When assessing causal effects, determining the target population to which the results are
intended to generalize is a critical decision. Randomized and observational studies each …

A review of statistical methods for generalizing from evaluations of educational interventions

E Tipton, RB Olsen - Educational Researcher, 2018 - journals.sagepub.com
School-based evaluations of interventions are increasingly common in education research.
Ideally, the results of these evaluations are used to make evidence-based policy decisions …

Extending inferences from a randomized trial to a target population

IJ Dahabreh, MA Hernán - European journal of epidemiology, 2019 - Springer
In this issue, Weiss discusses “generalizing” inferences from randomized trials to other
populations [1]. However, he does not explicitly define what “generalizing” means, assumes …

The scale-up effect in early childhood and public policy

JA List, D Suskind, LH Supplee - The Scale-Up Effect in Early …, 2021 - api.taylorfrancis.com
Written by leading experts in early childhood, economics, psychology, public health,
philanthropy, and more, chapters and commentaries shine light on how to effectively use …

Invited commentary: combining information to answer epidemiologic questions about a target population

IJ Dahabreh - American journal of epidemiology, 2024 - academic.oup.com
Epidemiologists are attempting to address research questions of increasing complexity by
develo** novel methods for combining information from diverse sources. Cole et al.(Am J …

Advancing knowledge about replication in criminology

DP Farrington, F Lösel, RF Boruch… - Journal of Experimental …, 2019 - Springer
This article summarizes key points made in a session at the American Society of
Criminology meeting in Philadelphia in November 2017, entitled “The replication issue in …

A primer on the validity typology and threats to validity in education research

K Anglin, Q Liu, VC Wong - Asia Pacific Education Review, 2024 - Springer
Given decision-makers often prioritize causal research that identifies the impact of
treatments on the people they serve, a key question in education research is,“Does it work?” …

Covariate selection for generalizing experimental results: Application to a large-scale development program in Uganda

N Egami, E Hartman - Journal of the Royal Statistical Society …, 2021 - academic.oup.com
Generalizing estimates of causal effects from an experiment to a target population is of
interest to scientists. However, researchers are usually constrained by available covariate …

Design and analysis of cluster randomized trials

W Li, Y **e, D Pham, N Dong, J Spybrook… - Asia Pacific Education …, 2024 - Springer
Cluster randomized trials (CRTs) are commonly used to evaluate the causal effects of
educational interventions, where the entire clusters (eg, schools) are randomly assigned to …

Bounding, an accessible method for estimating principal causal effects, examined and explained

L Miratrix, J Furey, A Feller, T Grindal… - Journal of Research on …, 2018 - Taylor & Francis
Estimating treatment effects for subgroups defined by posttreatment behavior (ie, estimating
causal effects in a principal stratification framework) can be technically challenging and …