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A Markov-based assessment of Knowledge Management Models at Universities | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Interdisciplinary Journal of Management Studies (Formerly known as Iranian Journal of Management Studies) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| دوره 16، شماره 3، مهر 2023، صفحه 593-612 اصل مقاله (1.51 M) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| نوع مقاله: Research Paper | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| شناسه دیجیتال (DOI): 10.22059/ijms.2022.338388.674945 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| نویسندگان | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Ahmad Morshedi* 1؛ Navid Nezafati2؛ Sajjad Shokuhyar2؛ Mehrab Tanhaeean3؛ Mohammad Karami4 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 1Department of Information Technology Management, Faculty of Management and Accounting, Shahid Beheshti University, Tehran, Iran | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2Department of Information Technology Management, Faculty of Management and Accounting, Shahid Beheshti University, Tehran, Iran | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 3Department of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 4Department of Industrial Management, Faculty of Economics, Management, and Administrative Sciences, Semnan University, Semnan, Iran | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| چکیده | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Purpose: There is a growing interest in knowledge management (KM) within academia and universities. Despite the high level of understanding and appreciation for Knowledge Management Models (KMMs) and their relevance to knowledge at universities, the role of KM models and approaches is rarely investigated. This study examines and ranks factors associated with KMM at universities in Tehran, Iran. Methodology: This study employs a mixed method approach, combining qualitative techniques (a three-phase Delphi method) and quantitative methods (Best-Worst method [BWM] and MARKOV). MARKOV is applied here as an integrated Machine Learning-Markov approach to enhance the performance of KM implementation at universities. The relevant factors are processed through a Markov-based model, enabling the identification of future KMM factors. BWM is utilized to determine first-stage weights, and the Markovian weighted average of KMM factors is considered the optimal result. A questionnaire with open-ended questions is employed to collect accurate data, with thirty experts selected to participate in the survey. Findings: Nine factors were extracted from the literature review and Delphi method. The Markov model is employed to trace the priorities of KMM factors, serving as a predictive tool for modeling KM factors. The final weights of the factors are closely ranked as follows: (1) Information Technology; (2) applying knowledge; (3) structure; (4) Measuring knowledge; (5) culture; (6) Sharing knowledge; (7) leadership style; (8) Maintaining knowledge; and (9) Collecting knowledge. Originality: To the best of the authors' knowledge, this is the first assessment and prediction of KMM factor usage at universities in Iran, an important country in the Middle East. The authors introduce new and customized factors for KMM. Predicting behaviors over time assists managers and university decision-makers in recognizing the fundamental dimensions of KM success. This study contributes by identifying and predicting the behaviors of KM context factors at universities in Iran. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| کلیدواژهها | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Knowledge Management؛ Knowledge Management Model؛ Bwm؛ Delphi؛ Markov؛ Kmm | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| مراجع | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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Abeh, A., Talib, N. A., & Mohammed, S. (2021). Knowledge management processes and organisational performance: a systematic review. International Journal of Knowledge Management Studies, 12(4), 352-374.
Adeinat, I. M., & Abdulfatah, F. H. (2019). Organizational culture and knowledge management processes: case study in a public university. VINE Journal of Information and Knowledge Management Systems, 49(1), 35-53.
Ahmadi, A. A., & Ahmadi, F. (2012). Knowledge Management in Iranian University (Case Study Shushtar University). Interdisciplinary Journal of Contemporary Research in Business, 4(5), 653-667.
Al-Bastaki, Y., & Shajera, A. (2012, September). Organisational readiness for knowledge management: University of Bahrain case study. In Proceedings of the European Conference on Knowledge Management (Vol. 1, pp. 28-36).
Arntzen, A. A. B., Worasinchai, L., & Ribiere, V. M. (2009). An insight into knowledge management practices at Bangkok University. Journal of knowledge management.
Asadabadi, M. R. (2016). A Markovian-QFD approach in addressing the changing priorities of the customer needs. International Journal of Quality & Reliability Management, 33(8), 1062-1075.
Asadzadeh, S. M., Maleki, H., & Tanhaeean, M. (2020). A resilience engineering-based approach to improving service reliability in maintenance organizations. International Journal of System Assurance Engineering and Management, 11(5), 909-922.
Asadzadeh, S. M., Tanhaeean, M., & Abdi, N. (2019). Recognizing dissimilarities between resilience engineering and EFQM approaches to ensure safety in hospitals. Human Factors and Ergonomics in Manufacturing & Service Industries, 29(3), 233-252.
Azadeh, A., Asadzadeh, S. M., & Tanhaeean, M. (2017). A consensus-based AHP for improved assessment of resilience engineering in maintenance organizations. Journal of Loss Prevention in the Process Industries, 47, 151-160.
Baumann, H., & Sandmann, W. (2017). Multi-server tandem queue with Markovian arrival process, phase-type service times, and finite buffers. European Journal of Operational Research, 256(1), 187-195.
Belton, I., MacDonald, A., Wright, G., & Hamlin, I. (2019). Improving the practical application of the Delphi method in group-based judgment: A six-step prescription for a well-founded and defensible process. Technological Forecasting and Social Change, 147, 72-82.
Berthiaux, H., Marikh, K., Mizonov, V., Ponomarev, D., & Barantzeva, E. (2004). Modeling continuous powder mixing by means of the theory of Markov chains. Particulate Science and Technology, 22(4), 379-389.
Waheed, A. B., Arshad, Z., & Kashif, U. R. (2011). The effect of knowledge management practices on organizational performance: A conceptual study. African Journal of business management, 5(7), 2847-2853.
Bigliardi, B., Galati, F., & Petroni, A. (2014). How to effectively manage knowledge in the construction industry. Measuring Business Excellence.
Bogers, M., Chesbrough, H., & Moedas, C. (2018). Open innovation: Research, practices, and policies. California management review, 60(2), 5-16.
Cheng, C. J., Chiu, S. W., Cheng, C. B., & Wu, J. Y. (2012). Customer lifetime value prediction by a Markov chain based data mining model: Application to an auto repair and maintenance company in Taiwan. Scientia Iranica, 19(3), 849-855.
De Jesus, A., Antunes, P., Santos, R., & Mendonça, S. (2019). Eco-innovation pathways to a circular economy: Envisioning priorities through a Delphi approach. Journal of Cleaner Production, 228, 1494-1513.
Djamil, M., Sutawijaya, A. H., & Irawan, S. (2018). The Influence of Climate Organization and Job Satisfaction for Turnover Intention through Work Stress of Employees Pt. American President Line Logistics (Distribution Center Cakung). Internasional Journal of Managerial Studies and Research, 6(1), 42-48.
Duc, D. A., Hang, D. T., Tam, P. M., Hue, T. T., Van Loi, T., Lien, L. T., & Dat, L. Q. (2020). Lecturers’ Research Capacity Assessment Using an Extension of Generalized Fuzzy Multi-criteria Decision-Making Approach. International Journal of Fuzzy Systems, 22(8), 2652-2663.
Do, A. D., Pham, M. T., Dinh, T. H., Luu, Q. D., Ha, D. L., & Vuong, H. N. (2020). Evaluation of lecturers’ performance using a novel hierarchical multi-criteria model based on an interval complex Neutrosophic set. Infinite Study.
Thach, P. N., Phuong, B. H., Dung, C. C., Van, L. H., & Diep, P. T. H. (2019). A dynamic fuzzy multiple criteria decision-making approach for lecturer performance evaluation. Journal of Management Information and Decision Sciences, 22(3), 250-261.
DO, A. D., PHAM, N. T., BUI, H. P., VU, D. T., & NGUYEN, T. H. (2020). Impact of Motivational Factors on the Work Results of Lecturers at Vietnam National University, Hanoi. The Journal of Asian Finance, Economics and Business, 7(8), 425-433.
Du Plessis, M. (2007). The role of knowledge management in innovation. Journal of knowledge management.
Evers, H. D., & Gerke, S. (2005). Knowledge is power: Experts as a strategic group (No. 8a). ZEF Working Paper Series.
Farran, M., & Zayed, T. (2009). Comparative analysis of life-cycle costing for rehabilitating infrastructure systems. Journal of Performance of Constructed Facilities, 23(5), 320-326.
Ferraresi, A. A., Quandt, C. O., dos Santos, S. A., & Frega, J. R. (2012). Knowledge management and strategic orientation: leveraging innovativeness and performance. Journal of knowledge management.
Ferraris, A., Santoro, G., & Dezi, L. (2017). How MNC’s subsidiaries may improve their innovative performance? The role of external sources and knowledge management capabilities. Journal of Knowledge Management.
García-Fernández, M. (2015). How to measure knowledge management: dimensions and model. Vine.
Ghezzi, A., & Cavallo, A. (2020). Agile business model innovation in digital entrepreneurship: Lean startup approaches. Journal of business research, 110, 519-537.
Gnatzy, T., Warth, J., von der Gracht, H., & Darkow, I. L. (2011). Validating an innovative real-time Delphi approach-A methodological comparison between real-time and conventional Delphi studies. Technological Forecasting and Social Change, 78(9), 1681-1694.
Gunjal, B. (2005). Knowledge management: Why do we need it for corporates. Gunjal, Bhojaraju (2005). Knowledge Management: Why Do We Need it for Corporates. Malaysian Journal of Library &Amp, 37-50.
Gupta, G., & Bose, I. (2019). Strategic learning for digital market pioneering: Examining the transformation of Wishberry's crowdfunding model. Technological Forecasting and Social Change, 146, 865-876.
Huang, J. W., & Li, Y. H. (2009). The mediating effect of knowledge management on social interaction and innovation performance. International journal of Manpower.
Huesig, S., & Endres, H. (2018). Exploring the digital innovation process: The role of functionality for the adoption of innovation management software by innovation managers. European Journal of Innovation Management.
Islam, M. A., Ikeda, M., & Islam, M. M. (2013). Knowledge sharing behaviour influences: A study of Information Science and Library Management faculties in Bangladesh. IFLA journal, 39(3), 221-234.
Kassaneh, T. C., Bolisani, E., & Cegarra-Navarro, J. G. (2021). Knowledge management practices for sustainable supply chain management: A challenge for business education. Sustainability, 13(5), 2956.
Kianto, A., Vanhala, M., & Heilmann, P. (2016). The impact of knowledge management on job satisfaction. Journal of knowledge management.
Koch, C. (2003). Knowledge management in consulting engineering–joining IT and human resources to support the production of knowledge. Engineering, Construction and Architectural Management.
Kordab, M., Raudeliūnienė, J., & Meidutė-Kavaliauskienė, I. (2020). Mediating role of knowledge management in the relationship between organizational learning and sustainable organizational performance. Sustainability, 12(23), 10061.
Lee, J. H., & Kim, Y. G. (2001). A stage model of organizational knowledge management: a latent content analysis. Expert systems with applications, 20(4), 299-311.
Lee, O. K. D., Choi, B., & Lee, H. (2020). How do knowledge management resources and capabilities pay off in short term and long term?. Information & Management, 57(2), 103166.
Liu, C. H., Chiu, C. L., & Chiu, S. C. (2011). Analyze dynamic value of strategic partners using Markov chain. Expert Systems with Applications, 38(11), 13563-13567.
Lu, S. L. (2012). Assessing the credit risk of bank loans using an extended Markov chain model. Journal of Applied Finance and Banking, 2(1), 197.
Mansour, T., & Abuarqoub, I. A. (2020). THE ROLE OF KNOWLEDGE MANAGEMENT IN IMPROVING THE PERFORMANCE OF MEDIA INSTITUTIONS: A CASE STUDY OF ABU DHABI TV. Systematic Reviews in Pharmacy, 11(12).
Andreeva, T., & Kianto, A. (2011). Knowledge processes, knowledge‐intensity and innovation: a moderated mediation analysis. Journal of knowledge management.
Matin, E. K., & Kashani, B. H. (2012). Comparing degree of readiness for implementation of knowledge management in public and private universities in Iran. Interdisciplinary journal of contemporary research in business, 4(4), 623-634.
Mehta, N. (2008). Successful knowledge management implementation in global software companies. Journal of knowledge management.
Melander, L., Dubois, A., Hedvall, K., & Lind, F. (2019). Future goods transport in Sweden 2050: Using a Delphi-based scenario analysis. Technological Forecasting and Social Change, 138, 178-189.
Lytras, M. D., & Pouloudi, A. (2003). Project management as a knowledge management primer: the learning infrastructure in knowledge‐intensive organizations: projects as knowledge transformations and beyond. The learning organization.
Mohd Ghazali, M., Nor Azirawani, M., Norfaryanti, K., & Mar Idawati, M. (2007). The application of knowledge management in enhancing the performance of Malaysian universities. Electronic journal of knowledge management, 5(3), 301-312.
Nagy, J., Oláh, J., Erdei, E., Máté, D., & Popp, J. (2018). The role and impact of Industry 4.0 and the internet of things on the business strategy of the value chain—the case of Hungary. Sustainability, 10(10), 3491.
Naser, S. S. A., Al Shobaki, M. J., & Amuna, Y. M. A. (2016). Measuring knowledge management maturity at HEI to enhance performance-an empirical study at Al-Azhar University in Palestine. International Journal of Commerce and Management Research, 2(5).
Naser, S. S. A., Al Shobaki, M. J., & Amuna, Y. M. A. (2016). Promoting Knowledge Management Components in the Palestinian Higher Education Institutions-A Comparative Study. International Letters of Social and Humanistic Sciences, 73, 42-53.
Nevo, D., & Chan, Y. E. (2007). A Delphi study of knowledge management systems: Scope and requirements. Information & management, 44(6), 583-597.
Nonaka, I., & Takeuchi, H. (1996). The knowledge-creating company: How Japanese companies create the dynamics of innovation. Long range planning, 4(29), 592.
Obeidat, B. Y., Al-Suradi, M. M., & Tarhini, A. (2016). The impact of knowledge management on innovation: An empirical study on Jordanian consultancy firms. Management Research Review.
Pappas, I. O., Mikalef, P., Giannakos, M. N., Krogstie, J., & Lekakos, G. (2018). Big data and business analytics ecosystems: paving the way towards digital transformation and sustainable societies. Information Systems and e-Business Management, 16(3), 479-491.
Pereira, L., Costa, R. L. D., Dias, Á., & Gonçalves, R. (2022). Knowledge management for project management: a model proposal based on a learning system. International Journal of Knowledge Management Studies, 13(2), 111-130.
Pinho, I., Rego, A., & e Cunha, M. P. (2012). Improving knowledge management processes: a hybrid positive approach. Journal of knowledge management.
Pourmoayed, R., Nielsen, L. R., & Kristensen, A. R. (2016). A hierarchical Markov decision process modeling feeding and marketing decisions of growing pigs. European Journal of Operational Research, 250(3), 925-938.
Cabeza-Pullés, D., Fernández-Pérez, V., & Roldán-Bravo, M. I. (2020). Internal networking and innovation ambidexterity: The mediating role of knowledge management processes in university research. European Management Journal, 38(3), 450-461.
Putra, A. S., & Febriani, O. M. (2017). Knowledge Management Online Application in PDAM Lampung Province. In Proceeding International Conference on Information Technology and Business (pp. 181-187).
Ramesh, S., & Sivakumar, V. J. (2021). Influence of knowledge management system on customer satisfaction index-an application study of CRM by offering performance enhancement for transmission. International Journal of Knowledge Management Studies, 12(4), 375-391.
Rasula, J., Vuksic, V. B., & Stemberger, M. I. (2012). The impact of knowledge management on organisational performance. Economic and Business Review for Central and South-Eastern Europe, 14(2), 147.
Raut, R. D., Mangla, S. K., Narwane, V. S., Gardas, B. B., Priyadarshinee, P., & Narkhede, B. E. (2019). Linking big data analytics and operational sustainability practices for sustainable business management. Journal of cleaner production, 224, 10-24.
Rezaei, J. (2015). Best-worst multi-criteria decision-making method. Omega, 53, 49-57.
Rodrigues, P., Torres, I., Monarca, A., Guerreiro, M., & Barradas, D. (2016, September). Gender differences in the perception of the importance of transfer and knowledge management system. In European Conference on Knowledge Management (p. 763). Academic Conferences International Limited.
Sarnikar, S., & Deokar, A. V. (2017). A design approach for process-based knowledge management systems. Journal of Knowledge Management, 21(4), 693-717.
Sazvar, Z., Nayeri, S., Mirbagheri, R., Tanhaeean, M., Fallahpour, A., & Wong, K. Y. (2022). A hybrid decision-making framework to manage occupational stress in project-based organizations. Soft Computing, 1-16.
Seele, P. (2017). Predictive Sustainability Control: A review assessing the potential to transfer big data driven ‘predictive policing’to corporate sustainability management. Journal of cleaner production, 153, 673-686.
Sergeeva, A., & Andreeva, T. (2016). Knowledge sharing research: Bringing context back in. Journal of Management Inquiry, 25(3), 240-261.
Shoukohyar, S., & Seddigh, M. R. (2020). Uncovering the dark and bright sides of implementing collaborative forecasting throughout sustainable supply chains: An exploratory approach. Technological Forecasting and Social Change, 158, 120059.
Shujahat, M., Sousa, M. J., Hussain, S., Nawaz, F., Wang, M., & Umer, M. (2019). Translating the impact of knowledge management processes into knowledge-based innovation: The neglected and mediating role of knowledge-worker productivity. Journal of Business Research, 94, 442-450.
Shih, S. C., Hsu, S. H., Zhu, Z., & Balasubramanian, S. K. (2012). Knowledge sharing—A key role in the downstream supply chain. Information & management, 49(2), 70-80.
Singh, R., & Bhanot, N. (2020). An integrated DEMATEL-MMDE-ISM based approach for analysing the barriers of IoT implementation in the manufacturing industry. International Journal of Production Research, 58(8), 2454-2476.
Smith, E. A. (2001). The role of tacit and explicit knowledge in the workplace. Journal of knowledge Management.
Tangaraja, G., Rasdi, R. M., Samah, B. A., & Ismail, M. (2016). Knowledge sharing is knowledge transfer: a misconception in the literature. Journal of Knowledge Management.
Tian, X. (2017). Big data and knowledge management: a case of déjà vu or back to the future?. Journal of knowledge management.
Usai, A., Scuotto, V., Murray, A., Fiano, F., & Dezi, L. (2018). Do entrepreneurial knowledge and innovative attitude overcome “imperfections” in the innovation process? Insights from SMEs in the UK and Italy. Journal of Knowledge Management.
Wee, J. C., & Chua, A. Y. (2013). The peculiarities of knowledge management processes in SMEs: the case of Singapore. Journal of knowledge management.
Xia, D., Yu, Q., Gao, Q., & Cheng, G. (2017). Sustainable technology selection decision-making model for enterprise in supply chain: Based on a modified strategic balanced scorecard. Journal of cleaner production, 141, 1337-1348.
Yu, W., Sheblé, G. B., & Matos, M. A. (2006). Application of Markov chain models for short-term generation assets valuation. Probability in the Engineering and Informational Sciences, 20(1), 127-141.
Yusr, M. M., Mokhtar, S. S. M., Othman, A. R., & Sulaiman, Y. (2017). Does interaction between TQM practices and knowledge management processes enhance the innovation performance?. International Journal of Quality & Reliability Management.
Appendix
Questionnaire
I am Ph.D. student in Shahid Beheshti University working on “KNOWLEDGE MANAGEMENT Models” at universities. I request you to please answer the open-ended questions.
In this study, we aim to collect, make, and combine a comprehensive and systematic review of KM and KMMs at universities. We attempt to confirm the important factors in the KMMs used at universities in Iran.
Introduction: researches indicate that knowledge Management and it's fundamental factors significantly impact a university’s academic research effectiveness. This project is to find the KM Factors and KM models at universities in Tehran, Iran.
Initially, 33 factors were identified via literature review, and table below demonstrates these 33 factors along with their references.
Please, merge and shortlist the features based on the characteristics of Iranian universities, applicability, operationality and in accordance with the culture of Iranian universities.
Draw a circle around the desired factors and if you need to merge several items or suggest a new name, write it down in the section below.
If you have other factors than the ones suggested above, please let us know in the section below. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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آمار تعداد مشاهده مقاله: 841 تعداد دریافت فایل اصل مقاله: 767 |
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