• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

On the effect size and power analysis in single-case experimental research

Research Project

Project/Area Number 15K17267
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Educational psychology
Research InstitutionJoetsu University of Education

Principal Investigator

Okumura Taichi  上越教育大学, 大学院学校教育研究科, 准教授 (90547035)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Fiscal Year 2015: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
KeywordsABデザイン / (AB)^1デザイン / 検定力分析 / 正確度分析 / 単一事例実験 / メタ分析 / 効果量
Outline of Final Research Achievements

Based on the standardized effect size by Hedges et al. (2012), this study investigated a standardized effect size which evaluates the "pure" treatment effect by excluding the a natural linear trend over both the baseline and treatment phases if it exists.
Under some reasonable constraints, this study shows that a treatment effect corresponds to the interaction between time and treatment, which can be standardized by the square root of the sum of inter- and intra-individual variances.
Through this study, a new perspective on the statistical power analysis was also proposed; that is, the larger population effect size a researcher assumes, the wider confidence interval the researcher allows. This perspective is significant when we shed a light on the power analysis by comparing it with the precision analysis.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (1 results)

All 2016

All Journal Article (1 results) (of which Open Access: 1 results,  Acknowledgement Compliant: 1 results)

  • [Journal Article] Publication bias in meta-analysis of single-case research under a selection based on the statistical significance2016

    • Author(s)
      Taichi Okumura
    • Journal Title

      Bulletin of Joetsu University of Education

      Volume: 35 Pages: 35-42

    • NAID

      120005738175

    • Related Report
      2015 Research-status Report
    • Open Access / Acknowledgement Compliant

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi