Kojiro Fujiyama, Koji Masuda, Oke Oktavianty, Shigeyuki Haruyama


The creation of questionnaire forms based on research papers has been done for various purposes. In previous studies, the surveyor intentionally created questions to be used in questionnaires based on secondary research and the knowledge of the researcher, and it is unclear what procedure was used to create the questions. Therefore, in this study, we examined and discussed methods of mechanically creating questions based on a review of research papers. As a result, we proposed a new method to create questions by mechanically combining words obtained from the article search, text mining of extracted articles, and co-occurrence word search.


Full Text:



Nina Baur, Linearity vs. Circularity? On Some Common Misconceptions on the Differences in the Research Process in Qualitative and Quantitative Research, Frontiers in Education, Volume 4, 2019

Lee Sechrest and Souraya Sidani, Quantitative and Qualitative Methods: Is There an Alternative? Vol. 18, No. 1, 1995

Roberto Aringhieri, Patrick Hirsch, Marion S. Rauner, Melanie Reuter-Oppermanns, Margit Sommersguter-Reichmann, Central European journal of operations research (CJOR) "Operations research applied to health services (ORAHS) in Europe: general trends and ORAHS2020 conference in Vienna Austria", Central European Journal of Operations Research 30:1-18, 2022

Arvie Joy Cagang, Aileen Sinang, Sim Paul Quern Butlig and Elbencedor Espanola, Gender and Development Awareness Towards Gender-sensitive Pedagogical Practices of Pre-service Teachers: Basis for a University GAD Program, Asian Journal of Education and Social Studies, Volume 49, 2023

John B Sexton, Robert L Helmreich, Torsten B Neilands, Kathy Rowan, Keryn Vella, James Boyden, Peter R Roberts and Eric J Thomas, The Safety Attitudes Questionnaire: psychometric properties, benchmarking data, and emerging research, BMC Health Services Research, 2006

Tomoko Nemoto and David Beglar, Developing Likert-Scale Questionnaires, JALT2013 Conference Proceedings, 2013

Janice Rattray and Martyn C Jones, Essential elements of questionnaire design and development, Journal of Clinical Nursing, 16, 2007

Hervert Endres, Digital Innovation Management for Interpreneurial Ecosystems: Services and Functionalities as Drivers of Innovation Management Software Adoption, Review of Managerial Science 16:135-156, 2022

Andrea Cebakova, Determinations of Sustainabe Innovaiton Management in Large Companies, Acta academica karviniensia, Volume XIX(2):5014, 2019

Huynh Thi Thuy Diem, Mai Phuc Thinh and Tran Thi Mung, An Investigation into the Benefits and Challenges of International Student Exchange Programs: Perspectives from Student Teachers, International Journal of Learning, Teaching and Educational Research Vol. 22, No. 7, pp. 258-280, 2023

Koji Masuda, Shigeyuki Haruyama, A Study on Identification Of Product Value Based On Patent Analysis: The Case Of The Projectors. Engineering and Management in Industrial System, 10 (2), p 39-45, 2022

Spencer E. Harpe, How to analyze Likert and other rating scale data, Currents in Pharmacy Teaching and Learning, Volume 7, Issue 6, 2015

Shigeyuki Haruyama, Kojiro Fujiyama, A Study on the Relationship between "Managerial Decision Making" and "Factors Influencing Innovation Success" in Japanese Niche Top Firms, Salud, Ciencia y Tecnología. "Factors Influencing Innovation Success" in Japanese Niche Top Firms, Salud, Ciencia y Tecnología. 2022

Kojiro Fujiyama, Oke Oktavianty, Shoichi Yano, Shigeyuki Haruyama, A Study on Business Growth Factor to Create Innovation Process of Companies ( Case Study in Refrigerated Truck Company), Journal of Engineering and Management in Industrial System Vol. 10, No. 1, 2022


  • There are currently no refbacks.

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.