Assessment of perceived labor market conditions in employees' turnover intention model–mediation and moderation analyzes

MA Bhat, ST Khan, RA Rainayee - PSU Research Review, 2021 - emerald.com
Purpose This paper aims to examine employee perceptions of the labor market in the
employee turnover intention model and explores how different situations outside work (labor …

Effect of compensation and career development on turnover intention: Job satisfaction as a mediation variable

A Rahman, S Syahrizal - 2nd Padang International Conference …, 2019 - atlantis-press.com
Although considerable research report has been devoted to understanding work attitudes,
behaviors and outcomes regarding turnover intentions, little has been done to explore it …

Job attitudes as predictor of employee turnover among stayers and leavers/hoppers

MG Shahnawaz, MH Jafri - Journal of Management Research, 2009 - indianjournals.com
The present study examines the relationship between job attitudes and employee turnover
intentions in two categories of employees, labeled as stayers and leavers. The study aims at …

CoxRF: Employee turnover prediction based on survival analysis

Q Zhu, J Shang, X Cai, L Jiang, F Liu… - 2019 IEEE SmartWorld …, 2019 - ieeexplore.ieee.org
In human resource management, employee turnover prediction is very important for
company operation since the leave of key employees can bring great loss to companies …

[PDF][PDF] Investigating the factors affecting employee's turnover intentions in the Educational Sector

N Attiah, A AbouDahab - The Business and Management Review, 2017 - cberuk.com
To be able to keep pace and remain competitive in the expanding dynamic global economy
employee retention has become of great importance to business and academic communities …

Establishing a link between employee turnover and withdrawal behaviours: application of data mining techniques

V Nagadevara, V Srinivasan, R Valk - 2008 - repository.iimb.ac.in
Employee turnover is a serious concern in knowledge based organisations. When
employees leave an organisation, they carry with them invaluable tacit knowledge which is …

[PDF][PDF] Machine learning for predicting employee attrition

N Mansor, NS Sani, M Aliff - International Journal of Advanced …, 2021 - academia.edu
Employee attrition has become a focus of researchers and human resources because of the
effects of poor performance on organizations regardless of geography, industry, or size. In …

[PDF][PDF] Turnover intention influencing factors of employees: An empirical work review

AK Belete - Journal of Entrepreneurship & Organization …, 2018 - ijrbsm.ijrsset.org
The prerequisite to leave one's job or organization is the intention to leave that can be
referred as turnover intention. It is the thinking and planning of employees to leave there job …

Predicting employee attrition along with identifying high risk employees using big data and machine learning

A Mhatre, A Mahalingam, M Narayanan… - … on advances in …, 2020 - ieeexplore.ieee.org
" It takes a lot of time and energy to build a great employee and only a second to lose one."
Employee turnover is a perennial challenge faced by all the major companies across the …

Predictors of turnover intention in US Federal Government Workforce: Machine learning evidence that perceived comprehensive HR practices predict turnover …

IG Kang, B Croft… - Public Personnel …, 2021 - journals.sagepub.com
This study aims to identify important predictors of turnover intention and to characterize
subgroups of US federal employees at high risk for turnover intention. Data were drawn from …