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Development of a user-friendly software for the Ratcliff's diffusion model analysis and it's application to the Implicit Association Test

Research Project

Project/Area Number 25380988
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Experimental psychology
Research InstitutionKyoto Koka Women's University

Principal Investigator

DOI Junko  京都光華女子大学, キャリア形成学部, 教授 (00301713)

Co-Investigator(Kenkyū-buntansha) 川西 千弘  京都光華女子大学, 健康科学部, 教授 (70278547)
Research Collaborator TSUCHIYA Hidemitsu  有限会社スピナッチ・パワー
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Keywordsparameter estimation / diffusion model / IAT / response time / fast-dm / model fit / 潜在的連合テスト / Ratcliffの拡散モデル拡散過程モデル / パラメータ推定 / fastDM / 外れ値処理 / プログラム開発 / 拡散モデル / 反応時間
Outline of Final Research Achievements

The Implicit Association Test (IAT) is a computer-based psychological experiment and is now widely used in a variety of fields of psychology as an effective measure of a person’s implicit attitudes. However, it has been pointed out several factors unrelated to implicit attitudes, the tentative condition of body and mind, strategic effects and so on, considerably affect the IAT results. In order to assess individual differences, decomposing of the IAT effect into the indicators of implicit attitudes and other confounding factors is very important.

In this study, we have proposed to analyze the IAT data based on the Ratcliff’s diffusion model and have shown the possibility that the diffusion model analysis provides a theory-based tools to filter out IAT effects from confound factors. In addition, we have developed a user-friendly software in order to facilitate the application of diffusion model analyses, based on fast-dm-30 by Jochen Voss and Andreas Voss.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (7 results)

All 2016 2015 2014 2013 Other

All Journal Article (2 results) (of which Open Access: 2 results) Presentation (4 results) Remarks (1 results)

  • [Journal Article] 拡散過程モデルによる潜在的連合テスト(IAT)データ分析の実際2016

    • Author(s)
      土居淳子・川西千弘
    • Journal Title

      京都光華女子大学京都光華女子大学短期大学部研究紀要

      Volume: 54 Pages: 31-42

    • NAID

      120005952849

    • Related Report
      2016 Annual Research Report
    • Open Access
  • [Journal Article] 顕在的・潜在的自尊心がいじめに及ぼす影響2016

    • Author(s)
      川西千弘・土居淳子
    • Journal Title

      京都光華女子大学京都光華女子大学短期大学部研究紀要

      Volume: 54 Pages: 95-105

    • NAID

      120005952862

    • Related Report
      2016 Annual Research Report
    • Open Access
  • [Presentation] Ratcliffの拡散モデルに基づく反応時間分析ソフトウェアの開発2015

    • Author(s)
      土居 淳子
    • Organizer
      日本心理学会第79回大会
    • Place of Presentation
      名古屋国際会議場
    • Year and Date
      2015-09-22
    • Related Report
      2015 Research-status Report
  • [Presentation] Ratcliffの拡散モデルに基づくIATデータの分析2014

    • Author(s)
      土居淳子・川西千弘
    • Organizer
      日本心理学会第78回大会
    • Place of Presentation
      同志社大学(京都府京都市)
    • Year and Date
      2014-09-10 – 2014-09-12
    • Related Report
      2014 Research-status Report
  • [Presentation] 母親の養育意識が幼児のポジティブ行動解釈に及ぼす影響2014

    • Author(s)
      川西千弘・土居淳子
    • Organizer
      日本心理学会第78回大会
    • Place of Presentation
      同志社大学(京都府京都市)
    • Year and Date
      2014-09-10 – 2014-09-12
    • Related Report
      2014 Research-status Report
  • [Presentation] 母親の養育への被害意識が幼児の行動解釈に及ぼす影響2013

    • Author(s)
      川西 千弘、 土居 淳子
    • Organizer
      日本心理学会
    • Place of Presentation
      札幌コンベンションセンター(札幌市白石区)
    • Related Report
      2013 Research-status Report
  • [Remarks] Diffusion Modelによる反応時間データ分析に関する情報提供サイト

    • URL

      http://www.koka.ac.jp/DFmodel/index.html

    • Related Report
      2016 Annual Research Report

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Published: 2014-07-25   Modified: 2019-07-29  

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