KEIO RESEARCHERS INFORMATION SYSTEM

Career 【 Display / hide 】

Career 【 Display / hide 】

• 1993.04

  -

  1996.03

  Tokyo University of Science, Faculty of Engineering, Research Associate

• 1996.04

  -

  1998.03

  Tokyo Metropolitan Institute of Technology, 工学部, Assistant Professor

• 1998.04

  -

  2004.03

  Tokyo University of Science, Faculty of Engineering, Assistant Professor, Associate Professor

• 2004.04

  -

  2016.03

  University of Tsukuba, Graduate school of business sciences, Associate Professor, Professor, Dean

• 2016.04

  -

  Present

  Keio University, Faculty of Science and Technology, Professor

Academic Background 【 Display / hide 】

Academic Background 【 Display / hide 】

• 1983.04

  -

  1987.03

  Tokyo University of Science, Faculty of Engineering, Department of Industrial Engineering

  Graduated

• 1987.04

  -

  1989.03

  Tokyo University of Science, Graduate School of Engineering , Department of Industrial Engineering

  Graduate School, Completed, Master's course

• 1989.04

  -

  1993.03

  Tokyo University of Science, Graduate School of Engineering , Department of Industrial Engineering

  Graduate School, Completed, Doctoral course

Academic Degrees 【 Display / hide 】

Academic Degrees 【 Display / hide 】

• Master of Engineering, Tokyo University of Science, Coursework, 1898.03

• Dr. of Engineering, Tokyo University of Science, Coursework, 1993.03

Research Areas 【 Display / hide 】

Research Areas 【 Display / hide 】

• Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Social systems engineering (Quality management, Data Science, Statistical Data Analysis)

• Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Safety engineering (Quality management, Data Science, Statistical Data Analysis)

Research Keywords 【 Display / hide 】

Research Keywords 【 Display / hide 】

• Quality Management

• Data science

• Design of experiments

• Statistical Data Analysis

Books 【 Display / hide 】

Books 【 Display / hide 】

• Design of experiments - Construction of supersaturated design and its data analysis

  Shu Yamada, Kyoritsu pub., 2023.09

• Effective utilization of Design of Experiments - Success cases and their essence

  Yamada, S., Kuzuya, K., Kubota, S., Sawada, M., Sumiya, M and Yoshino, M., Science pub., 2023.09

• JIS Q 9005: 2023 Commentary and Usage Guide: Quality Management System for Achieving Sustainable Success in Business and Management

  Japan Standard Association, 2023.06,  Page： 271

  Scope: Editor, chapter 10 Original author： Kaneko, M., Iizuka, Y and Yamada, S.

• Workbook on application of statistics

  The Japan Statistical Society ed., Gakujutu Tosho Shuppan pub., 2020.05

  Scope: Chapter 20 Analysis of Variance and Design of Experiments

• Fundamentals of Statistical Data Analysis

  Shu Yamada and Shun Matsuura, Science pub., 2019.09,  Page： 315

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Papers 【 Display / hide 】

Papers 【 Display / hide 】

• Degree of twist in the Achilles tendon interacts with its length and thickness in affecting local strain magnitude: a finite element analysis

  Enomoto, S., Furuuchi, S., Ishibashi, T., Yamada, S. and Oda, T.

  Frontiers in Bioengineering and Biotechnology (Frontiers)   2024.10

  Research paper (scientific journal), Accepted

  • Access to Document (DOI)

• Verifying the Effect of Initial Sample Size in Bayesian Optimization

  Furuuchi, S. and Yamada, S.

  Total Quality Science 10 ( 1 ) 8 - 19 2024.05

  Research paper (scientific journal), Accepted

• Structuring Clinical Knowledge in Rehabilitation after Cerebrovascular Disease

  Kato, S., Tsuru, S., Ide, M., Shindo, A., Yahagi, N. and Yamada, S.

  Japan Association for Clinical Knowledge (in Japanese) 5   39 - 42 2024.03

  Research paper (scientific journal), Last author, Accepted

• Detecting unexpected scores of individual students in an examination based on past scores and current daily efforts

  Alauddin N., Tanaka S., Yamada S.

  TQM Journal (TQM Journal)  35 ( 8 ) 2485 - 2502 2023.12

  Research paper (scientific journal), Last author, Accepted,  ISSN  17542731

  　View Summary

  Purpose: This paper proposes a model for detecting unexpected examination scores based on past scores, current daily efforts and trend in the current score of individual students. The detection is performed soon after the current examination is completed, which helps take immediate action to improve the ability of students before the commencement of daily assessments during the next semester. Design/methodology/approach: The scores of past examinations and current daily assessments are analyzed using a combination of an ANOVA, a principal component analysis and a multiple regression analysis. A case study is conducted using the assessment scores of secondary-level students of an international school in Japan. Findings: The score for the current examination is predicted based on past scores, current daily efforts and trend in the current score. A lower control limit for detecting unexpected scores is derived based on the predicted score. The actual score, which is below the lower control limit, is recognized as an unexpected score. This case study verifies the effectiveness of the combinatorial usage of data in detecting unexpected scores. Originality/value: Unlike previous studies that utilize attribute and background data to predict student scores, this study utilizes a combination of past examination scores, current daily efforts for related subjects and trend in the current score.

  • Access to Document (DOI)

• TQM model based on Deming prize for schools

  Alauddin N., Yamada S.

  International Journal of Quality and Service Sciences (Emerald)  14 ( 4 ) 635 - 651 2022.10

  Research paper (scientific journal), Accepted,  ISSN  1756669X

  　View Summary

  urpose: This paper aims to develop a total quality management (TQM) model based on the Deming prize criteria extracted from the Deming Prize. The proposed model is aligned with the school education context and deployed with the goal of achieving school excellence. Design/methodology/approach: The model is developed based on a literature review in which key concepts for formulating the criteria and sub-criteria were identified. A qualitative research approach is applied to validate the model’s effectiveness. Interviews and feedback from an international school in Japan which adopted the model are used to determine its impact. Findings: The model emphasises the achievement of school objectives (A) by implementing TQM activities (B) and assessing their impact (C). Its implementation offers enhanced organisational ability and the achievement of society-oriented school objectives. The findings show that the model gives clarity to TQM application and offers benefits for schools’ future sustainability. Originality/value: This research proposes the adoption of a TQM model for educational institutions based on Deming criteria. Based on a comparison with prescriptive models such as Malcolm Baldrige National Quality Award and ISO 9001, this study shows how the developed model ensures organisational ability in current practice and future growth towards school excellence. Through the formulation of society-oriented school objectives and their linkage with results, it enables schools to create a balanced recognition of important stakeholders and gain consensus in realising the school’s objectives.

  • Access to Document (DOI)

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Papers, etc., Registered in KOARA 【 Display / hide 】

Papers, etc., Registered in KOARA 【 Display / hide 】

• Data analysis on trouble to prevent trouble in the market and its reflection for quality assurance at design stage

  Yamada, Shu

  科学研究費補助金研究成果報告書 2016

Reviews, Commentaries, etc. 【 Display / hide 】

Reviews, Commentaries, etc. 【 Display / hide 】

• JSQC規格「プロセス保証の指針」

  YAMADA Shu

  品質 (日本品質管理学会)  47 ( 3 ) 39 - 43 2017.07

  Article, review, commentary, editorial, etc. (scientific journal), Single Work

• コンピュータシミュレーションにおける実験計画法の文法

  YAMADA Shu

  品質 37 ( 1 ) 24 - 32 2008.01

  Article, review, commentary, editorial, etc. (scientific journal), Single Work

• SQC手法，タグチメソッド，そしてMTシステム

  YAMADA Shu

  クオリティマネジメント 58 ( 8 ) 44 - 57 2007.08

  Article, review, commentary, editorial, etc. (scientific journal), Single Work

• イノベーション支援ツールとしてのSQC

  YAMADA Shu

  品質 37 ( 3 ) 265 - 269 2007.07

  Article, review, commentary, editorial, etc. (scientific journal), Single Work

• A globalization dilemma in Japanese quality management

  YAMADA Shu

  PrQoceedings of Quality Management and Organizational Development conference 2006, Liverpool 10pages, CD-ROM 2006.08

  Other, Single Work

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Presentations 【 Display / hide 】

Presentations 【 Display / hide 】

• マネジメントシステムの第三者認証制度が目指すべき姿(2)

  YAMADA Shu

  第5回JABマネジメントシステムシンポジウム (東京都千代田区有楽町朝日ホール) , 

  2018.03

  , 

  Oral presentation (invited, special), 日本適合性認定協会（JAB)

• マネジメントシステムの第三者認証制度が目指すべき姿

  YAMADA Shu

  JAB マネジメントシステム シンポジウム (有楽町朝日ホール，東京) , 

  2017.03

  , 

  Oral presentation (keynote), 日本適合性認定協会

• Revisit Taguchi's supersaturated design and its data analysis 

  Yamada, S.

  Jeff Wu conference. Building Statistical Methodology and Theory 2014 (Huquan Hotel, Mile, Yunnan) , 

  2014.07

  , 

  Oral presentation (invited, special)

• Application of statistical tools in digital engineering for quality management

  YAMADA Shu

  August 24, 2009, University of Verona, 

  2009.08

  , 

  Oral presentation (invited, special)

• Key factors success in Japanese quality management

  YAMADA Shu

  Jan. 29, Hong Kong Baptist University, MBA executive seminar., 

  2008.01

  , 

  Oral presentation (invited, special)

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Research Projects of Competitive Funds, etc. 【 Display / hide 】

Research Projects of Competitive Funds, etc. 【 Display / hide 】

• バナナの栽培，追熟，市場データ収集と解析に関する研究

  2021.06

  -

  2022.03

  Joint research, Principal investigator

• ISO第３者認証制度の社会における認識と対策に関する調査研究

  2020.09

  -

  2021.03

  Joint research, Principal investigator

• バナナの栽培，追熟のデータ収集と解析に関する研究

  2020.06

  -

  2021.03

  Joint research, Principal investigator

• Promoting Total Quality Management for school excellence

  2019.09

  -

  2023.03

  Yamada, Shu, Joint research, Principal investigator

• バナナの栽培のデータ収集と解析に関する研究

  2019.06

  -

  2020.03

  Joint research, Principal investigator

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Awards 【 Display / hide 】

Awards 【 Display / hide 】

• The Nikkei QC Literature Prize: Design of Experiments -Construction of Supersaturated Desigs and its Data Analysis-

  2024.10, Nikkei Inc.

  Type of Award： Award from publisher, newspaper, foundation, etc.

  　View Description

  Design of Experiments -Construction of Supersaturated Desigs and its Data Analysis-, Kyoritsu pub.
  This book is extremely useful for widening the scope of application of the design of experiments in quality management, as it covers the design of experiments for investigating a large number of factors while removing the constraint of orthogonality.

• The Nikkei QC Literature Prize: Effective application of Design of Experiments

  山田 秀編著，葛谷和義，久保田享，澤田昌志，角谷幹彦，吉野睦著, 2024.10, Nikkei Inc.

  Type of Award： Award from publisher, newspaper, foundation, etc.

  　View Description

  Effective application of Design of Experiments, Science pub.
  This book provides engineers with guidelines for effectively using the design of experiments in the field through specific examples and explanations of the design of experiments, and will make a significant contribution to the development of Total Quality Management.

• ＩＥＣ（国際電気標準会議）１９０６賞

  2016.10, 経済産業省、日本工業標準調査会

  Type of Award： Other

  　View Description

  コンビナーとして、IEC/TC111 とISO/TC207（環境管理）で共同開発している環境配慮設計に関する規格開発において、リーダーシップを発揮し、標準化活動に貢献。

• 工業標準化事業表彰経済産業大臣表彰

  2016.10, 経済産業省

  Type of Award： Other

  　View Description

  ＩＳＯ／ＴＣ１７６（品質管理及び品質保証）、ＩＳＯ／ＴＣ６９（統計的方法の適用）、ＩＥＣ／ＴＣ１１１（電気・電子機器、システムの環境規格）等に長く携わり、特にＩＳＯ９００１（品質マネジメントシステム－要求事項）の改正には日本代表として、ＩＥＣの環境設計に関する規格には国際主査として大きく貢献。国内では、ＩＳＯ１９０１１（マネジメントシステム監査のための指針）対応ＷＧ主査、品質マネジメントシステム規格国内委員会副委員長、ＩＥＣ／ＴＣ１１１国内委員会委員長等を務め、ＪＩＳ策定等に貢献。

• 2009年度日本工学教育協会賞

  2010.08, 日本工学教育協会

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Courses Taught 【 Display / hide 】

Courses Taught 【 Display / hide 】

• STATISTICAL ANALYSIS

  2024

• SEMINAR IN INDUSTRIAL AND SYSTEMS ENGINEERING

  2024

• SCIENCE TECHNOLOGY AND SOCIETY

  2024

• OPEN SYSTEMS MANAGEMENT: LECTURE AND LABORATORIES

  2024

• LABORATORIES IN INDUSTRIAL AND SYSTEMS ENGINEERING (5)

  2024

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Courses Previously Taught 【 Display / hide 】

Courses Previously Taught 【 Display / hide 】

• 応用実験計画法特論

  Keio University

  2017.04

  -

  2018.03

  , 

  Autumn Semester, Lecture, Within own ｆaculty

• 応用統計学

  Keio University

  2017.04

  -

  2018.03

  , 

  Autumn Semester, Lecture, Within own ｆaculty

• 統計解析

  Keio University

  2017.04

  -

  2018.03

  , 

  Autumn Semester, Lecture, Within own ｆaculty

Memberships in Academic Societies 【 Display / hide 】

Memberships in Academic Societies 【 Display / hide 】

• The Operations Research Society of Japan Archive, 

  2024.10

  -

  Present

• Japan Industrial Management Association, 

  1998.04

  -

  Present

• American Statistical Association, 

  1993.04

  -

  Present

• The American Society for Quality, 

  1993.04

  -

  Present

• Japanese Society of Applied Statistics, 

  1990.04

  -

  Present

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Committee Experiences 【 Display / hide 】

Committee Experiences 【 Display / hide 】

• 2025.04

  -

  2031.03

  Advisor, QC circle Kanto district, QC circle Kanto district

• 2025.01

  -

  Present

  Honorary director, Asian Network for Quality

• 2024.10

  -

  2027.09

  President, Japan Association for Quality, Japan Association for Quality

• 2024.10

  -

  2026.09

  President, Japanese Society for Quality Cotnrol, Japanese Society for Quality Cotnrol

• 2023.04

  -

  2024.12

  Chair, Steering committee of ANQ congress Yokohama 2024, ANQ congress Yokohama 2024

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