Project: Meta-analysis of Educational RCTs with Follow-up

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The Meta-analysis of Educational RCTs with Follow-up (MERF) dataset was created to investigate critical questions about educational intervention fadeout and persistence. The sample is comprised of interventions targeting a diverse array of child outcomes across development (e.g. nurse-home visiting, preschool, elementary-level curriculum, and adolescent substance use prevention). Studies from eight published meta-analyses were screened for inclusion in the MERF sample. To be included, studies had to use randomized control design with treatment impacts measured on cognitive and/or social-emotional skills at least six months after intervention end. To examine intervention impact persistence, the sample is organized such that intervention impacts on the same construct evaluated using the same measure are linked across post-test and follow-up assessments.

Project Active From
August 2020 to present
Developmental Design

Most Recent Datasets in Project

Most Recent Documents in Project

  • Codebook: MERF_constrained_codes_codebook
    Last update: August 13, 2026
    Description: Codebook that accompanies the constrained codes dataset.
  • Document: README - Rosengarten et al. (2026) JREE
    Last update: August 13, 2026
    Description: README file that provides key information about the materials (data, code) to replicate the analyses in Rosengarten et al. (2026). We highly recommend that you review this document.
  • Document: MERF_protocol
    Last update: August 13, 2026
    Description: This document details the creation of the MERF dataset. The first portion of the document includes high-level details about the steps involved in creating the dataset. The second portion of the docume...
  • Document: README- Hart et al. (2024) Psych Bulletin
    Last update: August 13, 2026
    Description: README file that provides key information about the materials (data, code) to replicate the analyses in Hart et al., (2024). We highly recommend that you review this document.
  • Codebook: MERF_soc_cog_codebook
    Last update: August 13, 2026
    Description: Codebook that accompanies the wide and long MERF Social-Emotional and Cognitive datasets. This codebook corresponds to version 2 of the datasets, in which we corrected an error in the calculated p-val...
  • Document: README - Whitaker et al. (2025) JPAM
    Last update: August 13, 2026
    Description: README file that provides key information about the materials (data, code) to replicate the analyses in Whitaker et al., (2025). We highly recommend that you review this document.
  • Codebook: MERF_ece_codebook
    Last update: August 13, 2026
    Description: Codebook that accompanies the ECE dataset.

Most Recent Code in Project

  • Code: MERF_constrained1.do
    Last update: August 13, 2026
    Description: See README for Rosengarten et al. (2026) to orient to the organization of data and code.
  • Code: MERF_constrained2.R
    Last update: August 13, 2026
    Description: See README for Rosengarten et al. (2026) to orient to the organization of data and code.
  • Code: MERF_soc_cog_syntax1.R
    Last update: August 13, 2026
    Description: R code for analyses in Hart et al. (2024). See README for Hart et al. (2024) to orient to the organization of data and code.
  • Code: MERF_soc_cog_syntax2.do
    Last update: August 13, 2026
    Description: See README for Hart et al. (2024) to orient to the organization of data and code. In this version of the code, we corrected an error in the calculation of the p-values for p-curve analyses.
  • Code: MERF_ece_figures.do
    Last update: August 13, 2026
    Description: See README for Whitaker et al. (2025) to orient to the organization of data and code.
  • Code: MERF_ece.R
    Last update: August 13, 2026
    Description: See README for Whitaker et al. (2025) to orient to the organization of data and code.