Stochastic approach for faculty turnover in higher education institutions using Erlang truncated exponential distribution
*Sandra S. FerreiraCorresponding authorsandraf@ubi.ptDepartment of MathematicsCenter of Mathematics and ApplicationsUniversity of Beira InteriorCovilhã, Portugal0000-0002-9209-7772View full profile → , Halim Zeghdoudihalimzeghdoudi77@gmail.comLaPS LaboratoryBadji-Mokhtar UniversityAnnaba, P. O. Box 12, 23000, Algeria0000-0002-4759-5529View full profile → , Sivasankar Prabaharanpbsankar@iau.edu.saDeanship of Quality and Academic AccreditationImam Abdulrahman Bin Faisal UniversityDammam, P. O. Box 1982, 31441, Kingdom of Saudi Arabia0000-0002-4975-8096View full profile → , Dhurata Valeradhurata.valera@uniel.edu.aldhurata_valera@hotmail.comDepartment of MathematicsFaculty of Natural SciencesUniversity of Elbasan-Aleksandër XhuvaniAlbania0000-0002-6153-5389View full profile → , Vinoth Ramanvrrangan@iau.edu.saDeanship of Quality and Academic AccreditationImam Abdulrahman Bin Faisal UniversityDammam, P. O. Box 1982, 31441, Kingdom of Saudi Arabia0000-0002-3815-2312View full profile →
* Corresponding author · click or hover a name for details
- Received:
- 10 Sep 2024
- Published Online:
- 12 May 2025
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JSMS-1442
- Pages:
- 809–818
Abstract
Keywords
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References
[1] A. S. Albaqami, “Determinants of turnover intention among faculty members in Saudi public universities,” Ph.D. dissertation, Univ. Salford, Greater Manchester, UK (2016).
[2] A. Al Kuwaiti, V. Raman, A. V. Subbarayalu, R. M. Palanivel, and P. Sivasankar, “Predicting the exit time of employees in an organization using statistical model,” Int. J. Sci. Technol. Res., vol. 5, no. 12, pp. 213–217 (2016).
[3] N. Alshanbri, M. Khalfan, M. A. Noor, D. Dutta, K. Zhang, and T. Maqsood, “Employees’ turnover, knowledge management and human resource management: A case of Nitaqat program,” Int. J. Soc. Sci. Humanity, vol. 5, no. 8, pp. 701–706 (2015).
[4] A. K. Chattopadhyay and A. Gupta, “A stochastic manpower planning model under varying class sizes,” Ann. Oper. Res., vol. 155, no. 1, pp. 41–49 (2007).
[5] A. R. El-Alosey, “Random sum of new type of mixture of distribution,” Int. J. Stat. Syst., vol. 2, pp. 49–57 (2007).
[6] U. H. Etuk and E. C. Nduka, “A stochastic model for manpower development in an organization: A series queue approach,” Int. J. Math. Educ. Sci. Technol., vol. 24, no. 2, pp. 177–181 (1993).
[7] W. C. Feng and T. Angeline, “Turnover intention and job hopping behavior of music teachers in Malaysia,” Afr. J. Bus. Manag., vol. 4, no. 4, pp. 425–434 (2010).
[8] A. Goparaju, N. Vijayasankar, and R. Vinoth, “A random model to trace the exit of a person in an organization,” Int. J. Sci. Res. Rev., vol. 7, no. 4, pp. 2418–2423 (2018).
[9] D. N. Harris and S. J. Adams, “Understanding the level and causes of teacher turnover: A comparison with other professions,” Econ. Educ. Rev., vol. 26, no. 3, pp. 325–337 (2007).
[10] K. Kannadasan, P. Pandiyan, R. Vinoth, and R. Saminathan, “Time to recruitment in an organization through three parameter generalized exponential model,” J. Reliab. Stat. Stud., vol. 6, pp. 21–28 (2013).
[11] C. S. Long, M. A. Ajagbe, and T. O. Kowang, “Addressing the issues on employees’ turnover intention in the perspective of HRM practices in SME,” Procedia Soc. Behav. Sci., vol. 129, pp. 99–104 (2014).
[12] A. Miller, “Principal turnover and student achievement,” Econ. Educ. Rev., vol. 36, pp. 60–72 (2013).
[13] C. C. Nwaigwe, “A renewal model with duration in a grade for manpower planning,” J. Interdiscip. Math., vol. 14, no. 4, pp. 463–469 (2011).
[14] S. Parthasarathy, M. K. Ravichandran, and R. Vinoth, “An application of stochastic models grading system in manpower planning,” Int. Bus. Res., vol. 3, no. 2, pp. 79–86 (2010).
[15] A. A. Ramli, S. N. Salahudin, and Z. Zainol, “Turnover intention among academics: A case study of private higher learning education in Klang Valley,” Pertanika J. Soc. Sci. Humanit., vol. 22, no. 1, pp. 321–334 (2014).
[16] S. Vijaya and R. Jaikar, “Observing the renewal period in an organization through mathematical model,” J. Reliab. Stat. Stud., vol. 10, no. 2, pp. 137–142 (2017).
