YAMAGUCHI Kazuhiro
- Affiliation
- Institute of Human Sciences
- Official title
- Assistant Professor
- ORCID
- 0000-0001-8011-8575
- KAKEN ID
- 50826675
- URL
- 5D,8,2@.34W6,E@34=W1?N]Y@W?>@6@-,W,.W5;
- Research keywords
Bayesian statistics Psychometrics Educational measurement - Research projects
算数・国語を対象とした教科横断型かつ縦断的認知診断モデルと分析ソフトの開発 2025-04 -- 2028-03 Kazuhiro Yamaguchi Japan Society of for the Promotion of Science/Grant-in-Aid for Young Scientists 4,810,000Yen 日本語母語英語学習者の文章読解における眼球運動データベースの構築と公開 2023-04 -- 2027-03 名畑目 真吾 Japan Society of for the Promotion of Science/Grant-in-Aid for Scientific Research (B) 19,240,000Yen 認知診断モデルを活用した授業改善の推進手法の構築と評価 2024-04 -- 2028-03 Haruhiko Mitsunaga Japan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (B) 18,460,000Yen 漢字の読みが困難な児童生徒の「漢字の読み処理」を評価できる認知診断テストの開発 2023-04 -- 2027-03 SANBAI Ami Japan Society for the Promotion of Science/Grant in Aid for Scientific Research (B) 18,200,000Yen 21世紀型の学力・学習力の測定と向上：新たな評価の開発からデジタルツールの活用まで 2023-04 -- 2027-03 Yuri Uesaka Japan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (A) 47,320,000Yen Development and application of cognitive diagnosis models for tailor-made learning environment 2022-04 -- 2025-03 YAMAGUCHI Kazuhiro Japan Society for the Promotion of Science/Grant-in-Aid for Early-Career Scientists 4,550,000Yen 学習の躓きを診断し克服するための統計学的方法：デジタル問題集の基盤開発と実践 2021-04 -- 2025-03 OKADA Kensuke Japan Society for the Promotion of Science/Grant in Aid for Scientific Research (B) 14,430,000Yen 算数・数学における「深い学び」を促進する授業実践・評価の統合的システムの開発 2020-04 -- 2020-04 Haruhiko Mitsunaga Japan Society for the Promotion of Science/Grant in Aid for Scientific Research (B) 17,290,000Yen 学力テストをいかにして授業改善につなげるか：阻害要因の検討から学校での実践まで 2019-04 -- 2023-03 UESAKA Yuri Japan Society for the Promotion of Science/Grant-in-Aid for Scientific Research (A) 44,850,000Yen Development of test models for cognitive diagnosis and learning supports using information terminals 2018-04 -- 2021-03 YAMAGUCHI Kazuhiro Japan Society for the Promotion of Science/Grant-in-Aid for JSPS Fellows 3,640,000Yen more... - Career history
2025-04 -- (current) University of TsukubaFaculty of Human SciencesAssociate Professor 2024-04 -- (current) Keio UniversityFaculty of LettersPart-time lecturer 2021-03 -- 2025-03 University of TsukubaFaculty of Human Sciences助教 2019-04 -- 2021-01 The University of IowaVisiting Scholar 2017-04 -- 2019-03 Tokai UniversitySchool of Letters, Department of Psychological and Sociological Studies非常勤講師 2016-01 -- 2018-01 The University of TokyoFaculty of Educationティーチングアシスタント 2014-01 -- 2018-01 Senshu University心理学部ティーチングアシスタント 2018-04 -- 2021-02 日本学術振興会受入先研究機関：法政大学特別研究員 (PD) 2018-09 -- 2019-03 京家政大学心理カウンセリング学科非常勤講師 2017-01 -- 2018-01 東京大学高大接続研究開発センター追跡部門特任研究員 - Degree
2013-03 学士（心理学） 筑波大学 2015-03 修士（教育学） 東京大学 2018-03 Ph.D. in Education The University of Tokyo - Honors & Awards
2024-12 令和6年度筑波大学若手教員奨励賞 2023-08 Hayashi Chikio Award (Excellence Award) 2023-04 An Outstanding Reviewer for 2022 for Journal of Educational and Behavioral Statistics 2020-09 Hidano-Tadashi・Mizuno Kinji incentive award 2017-09 Presentation Award 2015-09 Presentation Award - Refereed academic journal/Refereed international conference paper
- Validity of the Japanese McCloskey Executive Functions Scale (J-MEFS): Teacher-rated scale for elementary and junior high school students
名越 斉子; 山口 一大; 石隈 利紀
Shinrigaku Kenkyu/96(1)/pp.11-21, 2025 - Generalized Bayesian method for diagnostic classification models
Yamaguchi Kazuhiro; Liu Yanlong; Xu Gongjun
Psychometrika/90(1)/pp.108-145, 2025-01 - Bayesian Diagnostic Classification Models for a Partially Known Q-Matrix
Yamaguchi Kazuhiro
JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS/Epub, 2025-01-05 - Vaccination behavior under uncertainty: a longitudinal study on factors associated with COVID-19 vaccination behavior in Japan with a focus on the effect of close contacts' vaccination behavior
Ishii Yu; Yamaguchi Kazuhiro; Sakakibara Ryota
COGENT PSYCHOLOGY/11(1), 2024-12-31 - A one-parameter diagnostic classification model with familiar properties
Madison M. J.; Wind S. A.; Maas L.; Yamaguchi Kazuhir...
JOURNAL OF EDUCATIONAL MEASUREMENT, 2024-04-24 - Recent Development of Parameter Estimation Methods in Diagnostic Classification Models
山口 一大
Proceedings of the Institute of Statistical Mathematics, 2024-04 - 『教育心理学研究』におけるオープンサイエンスと統計的分析方法の現状 ―厳密なテストの観点からの考察―
山口 一大
教育心理学年報, 2024 - Variational Bayes inference for hidden Markov diagnostic classification models
Yamaguchi Kazuhiro; Alfonso J. Martinez
British Journal of Mathematical and Statistical Psychology/77(1)/pp.55-79, 2023-05 - Bayesian analysis methods for two-level diagnosis classification models
Yamaguchi Kazuhiro
Journal of Educational and Behavioral Statistics/48(6)/pp.773-809, 2023-05 - Q学習モデルにおけるモデルリカバリ率の確認と改善
Yamaguchi Kazuhiro; Kazuya Fujita
筑波大学心理学研究/61/pp.53-61, 2023 - Bayesian estimation of test engagement behavior models with response times
Yamaguchi Kazuhiro; Kazuya Fujita
Tsukuba Psychological Research/61/pp.75-87, 2023 - On the boundary problems in diagnostic classification models
Yamaguchi Kazuhiro
Behaviormetrika/50/pp.399-429, 2023-01 - Direct estimation of diagnostic classification model attribute mastery profiles via a collapsed Gibbs sampling algorithm
Yamaguchi Kazuhiro; Templin Jonathan
PSYCHOMETRIKA/87/pp.1390-1421, 2022-12 - 項目反応理論モデルにおけるパラメタ推定法の展開 ーPsychometrika 誌を中心としてー
山口 一大
Japanese Journal for Research on Testing/18(1)/pp.103-131, 2022-06 - A Gibbs Sampling Algorithm with Monotonicity Constraints for Diagnostic Classification Models
Yamaguchi Kazuhiro; Templin Jonathan
JOURNAL OF CLASSIFICATION/39/pp.24-54, 2022-05 - Observed score reliability indices in diagnostic classification models
Yamaguchi Kazuhiro
Behaviormetrika/49/pp.47-69, 2022-01 - Reconsidering the structure of the questionnaire for eudaimonic well-being using wide age-range Japanese adult sample: An exploratory analysis.
Ishii Yu; Sakakibara Ryota; Komoto Kubota Aiko; Yamaguchi...
BMC PSYCHOLOGY/10(1), 2022-01 - Variational Bayes inference algorithm for the saturated diagnostic classification model
Kazuhiro Yamaguchi Kensuke Okada
Psychometrika, 2020-11 - Hybrid cognitive diagnostic model
Kazuhiro Yamaguchi Kensuke Okada
Behaviormetrika/47(2)/pp.497-518, 2020-07 - Variational Bayesian inference for the multiple-choice DINA model
Kazuhiro Yamaguchi
Behaviormetrika/47/pp.159-187, 2020-02 - A re-formulation of the DINA model and a direct derivation of estimation algorithms
山口一大
Japanese Journal for Research on Testing/15(1)/pp.21-43, 2019-06 - Vertical scaling of academic ability tests for elementary school first year students through junior high school third year students
山口 一大; 敷島 千鶴; 星野 崇宏; 繁桝 算男; 赤林 英夫
The Japanese Journal of Psychology/90(4)/pp.408-418, 2019-04 - Comparison among cognitive diagnostic models for the TIMSS 2007 fourth grade mathematics assessment
Kazuhiro Yamaguchi Kensuke Okada
PLoS ONE/13(2)/p.e0188691, 2018-02 - TIMSS2007 算数データの日本人サンプルを用いた認知診断モデルと項目反応理論モデルの比較
山口一大 岡田謙介
日本テスト学会誌/13(1)/pp.1-16, 2017-01 - Recent Developments in Cognitive Diagnostic Models
山口 一大 岡田 謙介
Kodo Keiryogaku (The Japanese Journal of Behaviormetrics)/44(2)/pp.181-198, 2017-01 - more...
- Validity of the Japanese McCloskey Executive Functions Scale (J-MEFS): Teacher-rated scale for elementary and junior high school students
- Books
- A short introduction of the widely applicable Bayesian information criterion for psychological researchers
YAMAGUCHI Kazuhiro
Human Diversity and Educational Equity in Japan/Springer/pp.325-336, 2025-04
- A short introduction of the widely applicable Bayesian information criterion for psychological researchers
- Conference, etc.
- 仮説をより柔軟な形へ―「差がある」を超えた仮説の検定―
山口 一大
日本パーソナリティ心理学会 第33回大会企画セミナー/2024-10 - Generalized Bayesian method for diagnostic classification models
YAMAGUCHI Kazuhiro; Liu Yanlong; Xu Gongjun
The 89th Annual Meeting of the Psychometric Society/2024-07-16--2024-07-19 - Variational Bayesian estimation in diagnostic classification models
Kensuke Okada; Keiichiro Hijikata; Motonori Oka; 一大 山口
The 6th International Conference on Econometrics and Statistics (EcoSta 2023)/2023-08-01--2023-08-03 - Recent developments in variational inference algorithms for restricted latent class models
山口 一大
The 6th International Conference on Econometrics and Statistics (EcoSta 2023)/2023-08-01--2023-08-03 - 診断分類モデルの変分ベイズ推定のための R パッケージ
土方 啓一郎; 岡 元紀; 山口 一大; 岡田 謙介
本行動計量学会第51回大会/2023-08-28--2023-08-31 - 診断分類モデルにおける一般化ベイズ法について
山口 一大
日本テスト学会第21回大会/2023-08-27 - A variational Bayes inference algorithm for longitudinal diagnostic classification models.
Yamaguchi Kazuhiro; Martinez Alfonso
he 86th Annual Meeting of the Psychometric Society./2021 - A variational Bayesian posterior approximation method for hidden Markov diagnosis classification models.
Yamaguchi Kazuhiro; Martinez Alfonso
The 11th Conference of The Asian Regional Section of the International Association for Statistical Computing/2022-02-21--2022-02-24
- 仮説をより柔軟な形へ―「差がある」を超えた仮説の検定―
- Works
- variationalDCM: Variational Bayesian Estimation for Diagnostic Classification Models
Yamaguchi Kazuhiro; Keiichiro Hijikata; Motonori Oka
- variationalDCM: Variational Bayesian Estimation for Diagnostic Classification Models
- Teaching
2024-10 -- 2024-12 Human Sciences II University of Tsukuba. 2024-04 -- 2024-07 Research Seminar in Psychology (General) III University of Tsukuba. 2024-10 -- 2025-03 English Practicum in Psychology Research (General) 2 University of Tsukuba. 2024-04 -- 2024-09 English Practicum in Psychology Research (General) 1 University of Tsukuba. 2024-04 -- 2024-07 Advanced Seminar in Educational Measurement University of Tsukuba. 2024-04 -- 2024-08 Laboratory Training in Psychology I University of Tsukuba. 2024-10 -- 2025-02 Laboratory Training in Psychology I University of Tsukuba. 2024-12 -- 2025-02 Practical Training in Psychological Statistics University of Tsukuba. 2024-04 -- 2024-06 Lecture on Psychometrics University of Tsukuba. 2024-10 -- 2024-12 Data Analysis in Psychology University of Tsukuba. more... - Talks
- 統計的仮説検定の知識と実践
山口 一大
日本教育心理学会研究委員会企画セミナー/2024-02 - 認知診断モデル基本の基
山口 一大
日本テスト学会 第15回記念講演ワークショップ
- 統計的仮説検定の知識と実践
- Professional activities
2025-04 -- (current) The Japan Association for Research on Testing 大会実行委員会 2025-04 -- (current) The Behaviormetric Society of Japan 和文誌編集委員会 2021-09 -- 2025-09 The Japan Association for Research on Testing 編集委員会 2022-01 -- 2024-12 The Japanese Association of Educational Psychology 編集委員会 - University Management
2025-04 -- (current) 心理学類クラス担任（２クラス） 2025-04 -- (current) 全学教育課程委員会 2025-04 -- (current) 心理学学位プログラム教務委員会 2025-04 -- (current) 心理学類教育課程委員 2022-04 -- (current) 心理学学位プログラム広報・ネットワーク委員 委員長 2024-04 -- (current) 教育社会連携推進室 2023-04 -- 2024-03 人間学群広報委員会 2022-04 -- 2023-03 人間学群広報委員会 委員長 2021-03 -- 2023-03 人間系研究倫理委員会（筑波地区委員会）
(Last updated: 2025-05-15)