KEIO RESEARCHERS INFORMATION SYSTEM

Career 【 Display / hide 】

Career 【 Display / hide 】

• 1993.04

  -

  1996.03

  東京理科大学, 工学部, 助手

• 1996.04

  -

  1998.03

  東京都立科学技術大学, 工学部, 講師

• 1998.04

  -

  2004.03

  Tokyo University of Science, 工学部, 講師，助教授

• 2004.04

  -

  2016.03

  University of Tsukuba, Graduate school of business sciences, 助教授，教授，研究科長

• 2016.04

  -

  Present

  慶應義塾大学, 理工学部, 教授

Academic Degrees 【 Display / hide 】

Academic Degrees 【 Display / hide 】

• 工学修士, Tokyo University of Science, Coursework, 1898.03

• Dr. Eng., 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 (顧客・社会との価値創造のためのデータサイエンス)

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

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

• Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Safety engineering (顧客・社会との価値創造のためのデータサイエンス)

Research Keywords 【 Display / hide 】

Research Keywords 【 Display / hide 】

• Quality Management

• Data science

• Design of experiments

Books 【 Display / hide 】

Books 【 Display / hide 】

• 実験計画法ー過飽和計画の構成とデータ解析ー

  山田 秀, 共立出版, 2023.09

• 実験計画法の活かし方ー技術開発事例とその秘訣ー

  山田 秀，葛谷和義，久保田享，澤田昌志，角谷幹彦，吉野睦, サイエンス社, 2023.09

• JIS Q 9005:2023 解説と活用ガイド　経営・事業の持続的成功を実現する品質マネジメントシステム

  日本規格協会, 2023.06,  Page： 271

  Scope: 全体編集，第10章 Original author： 金子雅明，飯塚悦功，山田 秀編著

• 統計学実践ワークブック，第20章 分散分析と実験計画法

  日本統計学会編, 学術図書出版社, 2020.05

• 統計的データ解析の基本

  山田 秀，松浦 峻, サイエンス社, 2019.09,  Page： 315

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Papers 【 Display / hide 】

Papers 【 Display / hide 】

• 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)   2023

  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)

• A comparative survey on the certification effect of Occupational Health and Safety Management System

  Kono, N., Kaneko, M., Saito, M, Makino, C. and Yamada, S.

  Total Quality Science 8 （ 2 ） 32 - 39 2022.06

  Research paper (scientific journal), Last author, Accepted

• Discussion on supersaturated design and its data analysis method in computer experiments

  Ueda, A. and Yamada, S.

  Total Quality Science （Japanese Society for Quality Control)  7 （ 2 ） 60 - 68 2022.02

  Research paper (scientific journal), Last author, Accepted

• Detection of unusual scores of individual students for immediate remedy according to daily assessment data

  Alauddin N., Yamada S.

  TQM Journal （Emerald)   2022

  Research paper (scientific journal), Accepted,  ISSN  17542731

  　View Summary

  urpose: The availability of daily assessment data in a centralized monitoring system at school provides the opportunity to detect unusual scores soon after the assessment is carried out. This paper introduces a model for the detection of unusual scores of individual students to immediately improve performances that deviate from a normal state. Design/methodology/approach: A student's ability, a subject's difficulty level, a student's specific ability in a subject, and the difficulty level of an assessment in a subject are selected as factor effects of a linear ANOVA model. Through analysis of variance, a case study is conducted based on 330 data points of assessment scores of primary grade students retrieved from an international school in Japan. Findings: The actual score is below the lower control limit, which is recognized as an unusual score, and the score can be detected immediately after sitting for an assessment and is beneficial for students to take immediate remedies based on daily assessment. This is demonstrated through a case study. Originality/value: The detection of unusual scores based on a linear model of individual students soon after each assessment benefits from immediate remedy aligns with a daily management concept. The daily assessment data in a school system enable detection based on individual students, subject-wise and assessment-wise to improve student performances in the same academic year.

  • 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 】

• 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

• 2009年度日経品質管理文献賞

  2009.11, 日本科学技術連盟

• 2007年度日経品質管理文献賞

  2007.11, 日本科学技術連盟

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Courses Taught 【 Display / hide 】

Courses Taught 【 Display / hide 】

• APPLIED STATISTICS

  2024

• ADVANCED COURSE ON TOTAL QUALITY MANAGEMENT

  2024

• BACHELOR'S THESIS

  2024

• STATISTICAL ANALYSIS

  2024

• SEMINAR IN INDUSTRIAL AND SYSTEMS ENGINEERING

  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 】

• American Statistical Association, 

  1993.04

  -

  Present

• The American Society for Quality, 

  1993.04

  -

  Present

• 応用統計学会, 

  1990.04

  -

  Present

• 一般社団法人　日本品質管理学会, 

  1989.04

  -

  Present

Committee Experiences 【 Display / hide 】

Committee Experiences 【 Display / hide 】

• 2014.10

  -

  2016.09

  日本工業標準調査会臨時委員, 経済産業省産業技術環境局

• 2014.09

  -

  Present

  環境管理企画審議委員会委員, 日本規格協会

• 2014.09

  -

  2015.03

  平成26年度管理図JIS原案作成委員会委員, 日本規格協会

• 2014.07

  -

  Present

  ISO/TC69/SC4 国内委員会委員, 日本規格協会

• 2014.07

  -

  Present

  ISO/TC69 本委員会委員, 日本規格協会

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