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Mechanisms of performance change in long-term practice

Research Project

Project/Area Number 12680401
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionChukyo University

Principal Investigator

KIMURA Izumi  Chukyo University, School of Computer and Cognitive Sciences Professor, 情報科学部, 教授 (50015525)

Project Period (FY) 2000 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2002: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2001: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2000: ¥1,400,000 (Direct Cost: ¥1,400,000)
KeywordsPower Law of Practice / cognitive-motor skill / task time / long-term practice / paper-folding task / slumps / vantage points / vantage lines / 手作業 / 組木パズル / 記録的好成績 / 認知運動機能 / 外発的要因 / 試行番号 / 曜日 / 連の数による検定 / ACT-R
Research Abstract

"The Power Law of Practice" claims that any set of practice data, if plotted on a log-log graph paper, makes a straight line.
In reality, however, the left-hand and the right-hand sides of such a graph tend to level off. Seibel(1964) and Newell and Rosenbloom(1981) attributed this phenomenon to "prior leaning" on the left, and "the human limits of performance" on the right, thus introducing two new adjustable parameters in the fitting.
Are they really necessary? I say "Probably no," on the basis of the data I obtained in a series of long-term practice experiments. I used a paper-folding (Japanese "origami") task with 13 participants, as well as two other tasks. In the 2000-2002 fiscal years, I obtained the following results.
1. All the practice curves I obtained included a regular set of wave patterns. The fittings based on the idea of Seibel et. al. might have erroneously interpreted the first and the last of the wavy patters as leveling-off of the data.
2. It is customary to think about practice data in terms of averages. I found that thinking about them in terms of a class of conspicuous new records, called "vantage points," gives more stable results, and hence better insights.
3. Call the set of line segments that connect the vantage points a "vantage line." The ratios of the task times divided by the heights of the vantage line at that location, when plotted on a graph, show a conspicuous regular patterns having high peaks and deep valleys. This pattern might have successfully extracted the "slump component" of the data.

Report

(4 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • 2000 Annual Research Report
  • Research Products

    (11 results)

All Other

All Publications (11 results)

  • [Publications] 木村 泉: "練習の巾乗法則が語り残したこと-連の数による検討"日本認知科学会第17回大会発表論文集. 17. 186-187 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 木村 泉: "折り紙作業の外発的変動と内発的変動"日本認知科学会第19回大会発表論文集. 19. 166-167 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 安藤千夏, 小山淳一, 宝泉由理子, 三井寿夫, 輪崎晴美, 木村 泉: "ピアノ練習における練習の巾乗法則"日本認知科学会第19回大会発表論文集. 19. 280-281 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 木村 泉: "長期的技能習得データの「見晴らし台」とその意義"日本認知科学会第20回大会発表論文集. 20. 28-29 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Izumi Kimura: "What the Power Law of Practice failed to say -- an analysis by the number of runs (in Japanese)"Japan Cognitive Science Society the 17th Annual Conference Proceedings. 186-187 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Izumi Kimura: "Extrinsic and intrinsic variations in a paper-folding task (in Japanese)"Japan Cognitive Science Society the 19th Annual Conference Proceedings. 166-167 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Chinatsu Ando, Jun' ichi Koyama, Yuriko Hosen, Toshio Mitsui, Harumi Iwasaki, and Izumi Kimura: "The Power Law of Practice in Piano Playing (in Japanese)"Japan Cognitive Science Society the 19th Annual Conference Proceedings. 280-281 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Izumi Kimura: ""Vantage points" in long-term practice data and their significance (in Japanese)"Japan Cognitive Science Society the 20th Annual Conference Proceedings. 28-29 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] 木村 泉: "折り紙作業の外発的変動と内発的変動"日本認知科学会第20回大会発表論文集. 20. 166-167 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 安藤千夏, 小山淳一, 杉山幹彦, 宝泉由理子, 三井寿夫, 輪崎晴美, 木村 泉: "ピアノ練習における練習の巾乗法則"日本認知科学会第20回大会発表論文集. 20. 280-281 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 木村泉: "練習の巾乗法則が語り残したこと-連の数による再検討"日本認知科学会第17回大会発表論文集. 17. 186-187 (2000)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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