Document Type : Original Research Manuscripts

Authors

1 PhD student in public administration, Islamic Azad University, Yasouj Branch, Yasouj, Iran

2 Department of Management, Islamic Azad University, Science and Research Unit, Tehran, Iran

3 Assistant Professor, Department of public Administration, Yasooj Branch, Islamic Azad University, Yasooj, Iran

4 Department of Public Administration, Human Resources, Islamic Azad University, Yasouj branch

Abstract

This research is done in a mixed way (thematic analysis and data mining). In the first step, based on the qualitative method of thematic analysis, the effective factors of knowledge-based career path planning with a high-performance approach and data processing approach are identified. The investigated population is the managers and decision-makers of Zone Ten of Iran's gas transmission operations. 10 people were purposefully selected and interviewed. These people had more than 10 years of work experience in this organization. Using the six-step coding method, the interviews were entered into the MAXQDA software, and the effective factors on career path planning with a high-performance approach based on organizational knowledge were identified. Data was collected in SPSS format and used as input in WEKA software. The path of career development in this research was determined based on the dimensions of individual factors, organizational factors, empowerment strategies, management strategy, culture-building strategies, process development, and management processes. The operationalization of these factors in data mining showed that the situation of the predicted career path has significant differences from the reality of the organization. This procedure can be improved by periodic knowledge extraction and long-term performance evaluation. The obtained results showed that the knowledge-oriented career path emphasizes the empowerment of employees in a specialty. The level of knowledge participation of employees does not only mean that the employee shows useful behaviors for the organization within the organization, but also includes the attitude of people towards the company and recognizing their existential value in the company.

Keywords

Main Subjects

  1. Alamdari, M., Farhad Zarei, M., & Panahi, A. (2012). Investigating the relationship between high-performance work systems and the mediating role of human resource strategies with intra-organizational entrepreneurship, the first national accounting and management conference, Shiraz, Kharazmi International Educational and Research Institute.
  2. Arthur, J. B., & Boyles, T. (2007). Validating the human resource system structure: A levels-based strategic HRM approach. Human Resource Management Review, 17: 77-92. https://doi.org/10.1016/j.hrmr.2007.02.001
  3. Bashir, M. S., Haider, S., Asadullah, M. A., Ahmed, M., & Sajjad, M. (2020). Moderated mediation between transformational leadership and organizational commitment: The role of procedural justice and career growth opportunities. SAGEOpen10:21582440209. org/10.1177/2158244020933336
  4. Braun, V. & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3: 77-10. https://doi.org/10.1191/1478088706qp063oa
  5. Carda, N., Benavanet, F., & Giner, T. (2017). Employees' perceptions of high-performance work systems and innovative behaviour: The role of exploratory learning. European Management Journal, 6: 1-9.
  6. Clarke, V. & Braun, V. (2013) Teaching thematic analysis: Overcoming challenges and developing strategies for effective learning. The Psychologist, 26(2): 120-123
  7. Darvazeh, S. S., Mooseloo, F. M., Aeini, S., Vandchali, H. R., & Tirkolaee, E. B. (2022). An integrated methodology for green human resource management in construction industry. Environmental Science and Pollution Research, 1-19.
  8. Faruzandeh Junqani, R., Seyyed Naqvi, M., Ghorbanzadeh, V., & Taqvifard, M. (2022). Human resource management intelligence model based on data science and machine learning. Smart Business Management Studies, 10(40): 265-310. doi: 22054/ims.2022.66412.2169
  9. Garcia, M., Coreto, E., & Lajara, B. (2017). High performance work system and performance: Opening the black box through the organizational ambidexterity and human resource flexibility. Journal of Business Research, 7: 9-19.
  10. Geng, R., Sun, R., Li, J., Guo, F., Wang, W., & Sun, G. (2021). The impact of firm innovativeness on consumer trust in the sharing economy: a moderated mediation model. Asia Pacific J. Market. Log.(Epub online ahead-of-print). doi: 10.1108/APJML-10-2020-0748
  11. Jia-jun, Z., & Hua-ming, S. (2022) The Impact of Career Growth on Knowledge-Based Employee Engagement: The Mediating Role of Affective Commitment and the Moderating Role of Perceived Organizational Support. Front. Psychol. 13:805208. 10.3389/fpsyg.2022.805208
  12. Li, D. (2020). The impact of strategic human resource management on performance of small and medium-sized science and technology enterprises in a dual environment: the intermediary role of emotional commitment.  Technol. Prog. Policy37: 134–141.
  13. Liu, Y. (2020). Analysis of Human Resource Management Mode and Its Selection Factors Based on Decision Tree Algorithm. In 2020 International Conference on Advance in Ambient Computing and Intelligence, 4: 139-142. IEEE. DOI: 10.1109/ICAACI50733.2020.00035
  14. Mahmoud Shahi, S. (2015). The effect of high performance work systems and perceived organizational reputation on the attitudinal outputs of human resources (job satisfaction, organizational commitment and job motivation). Master's thesis in business management. Persian Gulf University, Bandar Abbas.
  15. Margherita, A. (2021). Human resources analytics: A systematization of research topics and directions for future research. Human Resource Management Review, 100795. https://doi.org/10.1016/j.hrmr.2020.100795
  16. Michaelis, B., Wagner, J., & Schweizer L. (2015). Knowledge as a key in the relationship between high-performance work systems and workforce productivity. Journal of Business Research, 3: 35-48.
  17. Mihala, D., Panagiotis, V., & Kloutsiniotis, F. (2016). The effects of high-performance work systems on hospital employees' work-related well-being: Evidence from Greece. European Management Journal, 16: 1-15.
  18. Ozchelik, G., Aybas, M., & Uyargil, C. (2016). High Performance Work Systems and Organizational Values: Resource-based View Considerations. Social and Behavioral Sciences, 235: 332 – 341.
  19. Pohjola, M. (2001) Information technology, productivity, and economic growth: international evidence and implications for economic development. Oxford University Press
  20. Rajabi, P., & Shirazian, Z. (2016). Examining the effect of job characteristics on the development of the career path and the ability to adapt to it. Quarterly Journal of Human Resource Management of Imam Hossein University. 4: 107-126.
  21. Sephovand, R., & Moghoi Nejad, M. (2016). The effect of high performance human resource management on organizational entrepreneurship with the mediating role of organizational citizenship behavior. Entrepreneurship Development, 6: 120-130.
  22. Shirazi, A., & Shakuri, N. (2016). The effect of high performance work systems measures of human resource management on the quality of patient care through the mediating variable of psychological empowerment. Nursing Management Quarterly. 6:1-10.
  23. Siddique, CM. (2004) Job analysis: a strategic human resource management practice. Int J Hum Resour Health, 15(1):219–244.
  24. Veri, A. T. (2021). The impact of employee engagement, organizational support and employer branding on internal communication satisfaction. Public Relat. Rev.47:102009. https://doi.org/10.1016/j.pubrev.2021.102009
  25. Vijai, C., & Joyce, MD. (2021) A theoretical study on green human resource management (Ghrm): an innovative practice for organizational sustainability. Eur J Mol Clin Med 7(11):3007–3013
  26. Wang, W., Yi, Y., Li, J., Sun, G., & Zhang, M. (2022). Lighting up the dark: how the scarcity of childhood resources leads to preferences for bright stimuli. J. Bus. Res. 139: 1155–1164. https://doi.org/10.1016/j.jbusres.2021.10.058
  27. Weer, C. H., & Greenhaus, J. H. (2020). Managers’ assessments of employees’ organizational career growth opportunities: the role of extra-role performance, work engagement, and perceived organizational commitment.  Career Dev. 47: 280–295. https://doi.org/10.1177/0894845317714892
  28. Yu, W., Chavez, R., Feng, M., Wong, C. Y., & Fynes, B. (2020). Green human resource management and environmental cooperation: An ability-motivation-opportunity and contingency perspective. international journal of production Economics, 219, 224-235. https://doi.org/10.1016/j.ijpe.2019.06.013