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  • Drew H. Bailey
  • Dr. Sarah G. Wood
  • Dana Santangelo

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The Home Math Environment and Children's Math Achievment: A Meta-Analysis
Description: Mathematical thinking is in high demand in the global market, but approximately six percent of school-age children across the globe experience math difficulties (Shalev, et al., 2000).
Investigators: Mia C. Daucourt, Dr. Amy R. Napoli, Dr. Jamie M. Quinn, Dr. Sarah G. Wood, Sara A. Hart
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Open science prevalence and predictors in scientific literature on reading
Description: This study is a meta-scientific systematic review of published research literature in the content area of reading in order to estimate the prevalence of participation in key open science practices amongst authors publishing on this topic. This study is a conceptual replication and extension of previous studies by Cook et al.
Investigators: Christine White, Stephanie Estrera, Emma Friedmann, Dana Santangelo, Cristian Vazquez, Chris Schatschneider
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Meta-analysis of Educational RCTs with Follow-up
Description: 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.
Investigators: Emma R. Hart, Tyler W. Watts, Drew H. Bailey
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Meta-Analysis Codebook of Final Articles with Effect Sizes, Sample Sizes, and Moderators
Part of Project: The Home Math Environment and Children's Math Achievment: A Meta-Analysis
Description: The data are in long form, with some studies having multiple lines and includes a sample of children ranging from 3.54 to 13.75 years old. The main effect size is the r, correlation coefficient, and the accompanying sample size is also included.
Investigators: Dr. Amy R. Napoli, Dr. Jamie M. Quinn, Dr. Sarah G. Wood, Mia C. Daucourt, Sara A. Hart
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MERF_soc_cog_wide
Part of Project: Meta-analysis of Educational RCTs with Follow-up
Description: See README file(s) and MERF protocol for more details about this dataset.
Investigators: Emma R. Hart, Tyler W. Watts, Drew H. Bailey
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MERF_soc_cog_long
Part of Project: Meta-analysis of Educational RCTs with Follow-up
Description: See README file(s) and MERF protocol for more details about this dataset.
Investigators: Emma R. Hart, Tyler W. Watts, Drew H. Bailey
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MERF_soc_cog_supp_altgroups1
Part of Project: Meta-analysis of Educational RCTs with Follow-up
Description: See README file(s) and MERF protocol for more details about this supplemental dataset.
Investigators: Emma R. Hart, Tyler W. Watts, Drew H. Bailey
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MERF_soc_cog_supp_altgroups2
Part of Project: Meta-analysis of Educational RCTs with Follow-up
Description: See README file(s) and MERF protocol for more details about this supplemental dataset.
Investigators: Emma R. Hart, Tyler W. Watts, Drew H. Bailey
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MERF_soc_cog_supp_estdrop
Part of Project: Meta-analysis of Educational RCTs with Follow-up
Description: See README file(s) and MERF protocol for more details about this supplemental dataset.
Investigators: Emma R. Hart, Tyler W. Watts, Drew H. Bailey
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Home Math Environment and Children's Math Achievement Meta-Analysis R code using the Metafor package
Part of Project: The Home Math Environment and Children's Math Achievment: A Meta-Analysis
Description: This code was written in R version 3.5.3 using the metafor package (Viechtbauer, 2010). First the dataset is called in, then the variables are converted to the correct formats for analysis, then the escalc() function is used to calculate an overall Fisher's Z effect size, which is then converted to an R correlation coefficient.
Investigators: Dr. Amy R. Napoli, Dr. Jamie M. Quinn, Dr. Sarah G. Wood, Mia C. Daucourt, Sara A. Hart
Code Type: Analysis
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MERF_soc_cog_syntax1.R
Part of Project: Meta-analysis of Educational RCTs with Follow-up
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.
Investigators: Emma R. Hart, Tyler W. Watts, Drew H. Bailey
Code Type: Analysis
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MERF_soc_cog_syntax2.do
Part of Project: Meta-analysis of Educational RCTs with Follow-up
Description: See README for Hart et al. (2024) to orient to the organization of data and code. (unpublished)
Investigators: Emma R. Hart, Tyler W. Watts, Drew H. Bailey
Code Type: Analysis
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MERF_protocol
Part of Project: Meta-analysis of Educational RCTs with Follow-up
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 document includes the guidelines used by the team when conducting the inclusion/exclusion process and coding itself.
Investigators: Emma R. Hart, Tyler W. Watts, Drew H. Bailey
Document Type: Other
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README- Hart et al. (2024) Psych Bulletin
Part of Project: Meta-analysis of Educational RCTs with Follow-up
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.
Investigators: Emma R. Hart, Drew H. Bailey, Tyler W. Watts
Document Type: Other
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MERF_soc_cog_codebook
Part of Project: Meta-analysis of Educational RCTs with Follow-up
Description: Codebook that accompanies the wide and long MERF Social-Emotional and Cognitive datasets.
Investigators: Emma R. Hart, Tyler W. Watts, Drew H. Bailey
Document Type: Codebook
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Content Type

  • Dataset (6)
  • Code (3)
  • Document (3)
  • Project (3)

Constructs

  • Home Experiences (1)
  • Math (1)

Assessments

Participant Type

  • Children (1)

Special Populations

Educational Environments

  • Home Learning Environment (1)

Project Methods

  • Meta-analysis (2)
  • Randomized Control Trial (1)
  • Systematic Review (1)

Developmental Designs

  • Cross-Sectional (2)
  • Individual Differences (1)
  • Longitudinal (1)
  • Meta-Analysis (1)

Persons

  • [x] Drew H. Bailey (11)
  • [x] Dr. Sarah G. Wood (3)
  • [x] Dana Santangelo (1)
  • Stephen Petrill (57)
  • Sara A. Hart (56)
  • Willa van Dijk (35)
  • Chris Schatschneider (34)
  • Jeanette Taylor (25)
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  • Hyunil Kim (15)
  • Lynn S. Fuchs (15)
  • Maxine Schaefer (14)
  • Cynthia U. Norris (13)
  • Sonya K. Sterba (13)
  • Tyler W. Watts (12)
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  • Author 1 (4)
  • Brett Drake (4)
  • C. J. Espittia (4)
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  • A. Busra Ceviren (3)
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  • Mikaela Daries (3)
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  • Patrick Kennedy (3)
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  • Tiffany Hogan, PhD, CCC-SLP (3)
  • Viorica Marian (3)
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  • Reina Mariz Baguio (2)
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  • Roy Levy, PhD (2)
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  • Shawn Datchuk (2)
  • Shelley Gray, PhD, CCC-SLP (2)
  • Shreya Tyagi (2)
  • Sirada Rochanavibhata (2)
  • Srigowri Prabhu (2)
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  • Amy Parente (1)
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  • Lindsay M. Simmons (1)
  • Lynn S. Fuchs, PhD, Douglas Fuchs, PhD, Eunsoo Cho, PhD , Marcia A. Barnes, PhD, Tuire Koponen, PhD, and Daniel R. Espinas, PhD (1)
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  • Marc Brackett (1)
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  • Rashida Banerjee (1)
  • Rebecca (Becky) Orsi-Hunt (1)
  • Rebecca Orsi-Hunt, Hyunil Kim, Brett Drake, Rachel A. Wilson, Dana Hollinshead, Dylan Jones, Melissa Jonson-Reid, John Fluke, & Eunhye Ahn. (1)
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  • Xiaojun Guo (1)
  • Young-Suk Kim (1)
  • Zahra Maghami Sharif (1)
  • Zehra Ünal (1)
  • Zhengzheng Huang (1)

Organizations

  • Florida Center for Reading Research (3)
  • Florida State University (3)
  • Teachers College, Columbia University (3)
  • University of California Irvine (3)
  • University of Nebraska Department of Child Youth and Family Studies (1)

This repository is a collaboration between the FSU Department of Psychology, the Florida Center for Reading Research, and the FSU Libraries. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

On March 25, 2025, the NIH requested that we post this text: "This repository is under review for potential modification in compliance with Administration directives."

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