Abstract
In the time of knowledge economy, competency among enterprises is focused on the competency of human resources. Employee turnover risk is becoming an important facet influencing the stability and development of enterprises. After analyzing employee turnover risk factors that could threaten enterprise production and operations, we proposed a multi-level model of the evaluation system for employee turnover risk based on the analysis of factors influencing employee turnover risk. A decision support system is proposed for employee turnover risk management using message processing mechanisms and software combination technology and system integration. Data, information and knowledge needed in the system come from enterprises’ internal application systems and external systems. The structure and components of the system which is based on Web Services are presented. We also proposed an analytic system based on knowledge management. At last, strategies to effectively manage employee turnover risk are proposed.
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Carlsson C, Jelassi T, Walden P (1998) Intelligent systems and active DSS. HICSS 5:4–8
Carvalho R, Costa H (2007) Application of an integrated decision support process for supplier selection. Enterp Inf Syst 1(2):197–216
Chen Y, Li L (2006) Deriving information from CRM for knowledge management: a note on a commercial bank. Syst Res Behav Sci 23(2):141–146
Curbera F, Duftler M, Khalaf R et al (2002) Unraveling the web services web: An introduction to SOAP, WSDL, and UDDI. IEEE Internet Comput 6:86–93
Dhyanesh N, Vineel GC, Raghavan SV (2003) DEVISE: a methodology for building web services based infrastructure for collaborative enterprises. In: Proceedings of the Twelfth IEEE international workshops on enabling technologies: infrastructure for collaborative enterprises (WETICE’03), pp 1080–1083
D’Mello D, Ananthanarayana V (2010) Dynamic selection mechanism for quality of service aware web services. Enterp Inf Syst 4(1):23–60
Dorit N, Yolande E (2007) A temporal approach to expectations and desires from knowledge management systems. Decis Support Syst 44:298–312
Duan L, Xu L, Guo F, Lee J, Yan B (2007) A local-density based spatial clustering algorithm with noise. Inf Syst 32(7):978–986
Duan L, Street W, Xu E (2011) Healthcare information systems: data mining methods in the creation of a clinical recommender system. Enterprise information systems first published on 20 Jan 2011 (iFirst). doi:10.1080/17517575.2010.541287
Feng S, Xu L (1996) Integrating knowledge-based simulation with aspiration-directed model-based decision support system. Syst Eng Electron 7:25–33
Feng S, Xu L (1999) Decision support for fuzzy comprehensive evaluation of urban development. Fuzzy Sets Syst 105:1–12
Feng S, Xu L (1999) An intelligent decision support system for fuzzy comprehensive evaluation of urban development. Expert Syst Appl 16:21–32
Feng S, Xu L (2000) Mathematical modeling of China’s state-owned enterprises’ contract system. Eur J Oper Res 124:235–242
Feng S, Li L, Duan Z (2007) Assessing the impacts of south-to-north water transfer project with decision support system. Decis Support Syst 42:1989–2003
Gorry G, Scott Morton M (1971) A framework for management information systems. Sloan Manage Rev 13:55–70
Guo M, Shi J (2001) Employee turnover and strategies in high-tech enterprises. Hum Resour Dev 8:53–56
Holsapple C, Whinston A (1976) A decision support system for area-wide water quality planning. Socio-Econ Plan Sci 10(6):265–273
Issa H et al (2009) QoS-aware middleware for web services composition: a qualitative approach. Enterp Inf Syst 3(4):449–470
Lee H, Lee J, Lee J (2009) Development of web services-based multidisciplinary design optimization framework. Adv Eng Softw 40:176–183
Li H, Xu L (2001) Feature space theory-a mathematical foundation for data mining. Knowl Based Syst 14:253–257
Li H, Xu L, Wang J, Mo Z (2003) Feature space theory in data mining: transformations between extensions and intensions in knowledge representation. Expert Syst 20(2):60–71
Li L, Xu L (1991) An integrated information system for the intervention and prevention of AIDS. Int J Biomed Comput 29:191–206
Li L, King B (1999) A healthcare decision model considering staff cross training. Health Care Manage Sci 2:53–61
Li L (2006) The effects of information technology implementation on supply chain collaboration. Int J Internet Enterp Manage 4(2):118–134
Li L, Zhao X (2006) Enhancing competitive edge through knowledge management in implementing ERP systems. Syst Res Behav Sci 23(2):129–140
Li L, Valerdi R, Warfield J (2008) Advances in enterprise information systems. Inf Syst Front 10(5):499–501
Li T, Feng S, Li L (2001) Information visualization for intelligent decision support systems. Knowl Based Syst 14:259–262
Liang L (2008) Earning forecasts in enterprise information systems environment. Enterp Inf Syst 2:1–19
Luo J, Xu L, Shi Z, Jamont J, Zeng L (2007) A flood decision support system on agent grid: method and implementation. Enterp Inf Syst 1(1):49–68
Power D, Sharda R (2007) Model-driven decision support systems: concepts and research directions. Decis Support Syst 43:1044–1061
Price J (1999) Introduction to the special issue on employee turnover. Hum Resour Manage Rev 9(4):387–395
Qi J, Xu L, Shu H, Li H (2006) Knowledge management in OSS: an enterprise information system for the telecommunications industry. Syst Res Behav Sci 23(2):177–190
Qiu G, Li H, Xu L, Zhang W (2003) A knowledge processing method for intelligent systems based on inclusion degree. Expert Syst 20(4):187–195
Richardson S, Courtney J, Haynes J (2006) Theoretical principles for knowledge management system design: application to pediatric bipolar disorder. Decis Support Syst 42(3):1321–1337
Sexton R, McMurtrey S, Smith J (2005) Employee turnover: a neural network solution. Comput Oper Res 32:2635–2651
Shi Z et al (2007) MSMiner-a developing platform for OLAP. Decis Support Syst 42(4):2016–2028
Staley S, Warfield J (2007) Enterprise integration of product development data: systems science in action. Enterp Inf Syst 1(3):269–285
Su F, Zhao S (2005) Research on relations between organization commitment, organization citizenship behavior and demission tendency. Hum Resour Manage 8:111–116
Tan W, Shen W, Xu L, Zhou B, Li L (2008) A business process intelligence system for enterprise process performance management. IEEE Transact SMC Part C 38(6):745–756
Tian J et al (2007) DSS development and applications in China. Decis Support Syst 42:2060–2077
Tziner A (1996) Assessing employee turnover costs: a revised approach. Hum Resour Manage Rev 6(2):113–122
Van Lessen T et al (2009) Conversational web services: leaveraging BPEL for expressing WSDL 2.0 message exchange patterns. Enterp Inf Syst 3(3):347–367
Wang H (2004) An empirical study on using decision support systems to solve very large choice decision problems. Int J Manage Enterp Dev 1(4):375–389
Wang H, Chu P (2004) The impact of problem size on decision process: an experimental investigation of very large choice problems with support of DSS. Expert Syst 21(2):104–118
Wang L et al (2009) Knowledge portal construction and resources integration for a large scale hydropower dam. Syst Res Behav Sci 26(3):357–366
Warfield N (2007) Systems science serves enterprise integration: a tutorial. Enterp Inf Syst 1(2):235–254
Xu L (1988) A fuzzy multi-objective programming algorithm in decision support systems. Ann Oper Res 12:315–320
Xu L (1990) Linguistic approach to the multi-criteria ranking problem. Int J Syst Sci 21:1773–1782
Xu L, Li L (1992) An information systems approach to the intervention and prevention of AIDS. Inf ProcessManage 28:269–280
Xu L (1994) A decision support system for AIDS intervention and prevention. Int J Biomed Comput 36:281–291
Xu L (2000) The contribution of systems sciences to information systems research. Syst Res Behav Sci 17:105–116
Xu L, Li L (2000) A hybrid system applied to epidemic screening. Expert Syst Int J Knowl Eng 17(2):81–88
Xu L, Wang C, Luo X, Shi Z (2006) Integrating knowledge management and ERP in enterprise information systems. Syst Res Behav Sci 23(2):147–156
Xu L, Li Z, Li S, Tang F (2007) A decision support system for product design in concurrent engineering. Decis Support Syst 42(4):2029–2042
Xu L et al (2008) An integrated approach for agricultural ecosystem management. IEEE Trans Syst Man Cybern Part C 38(2):1–10
Xu S, Xu L, Chen X (2003) Determining optimum edible films for kiwifruits using an analytical hierarchy process. Comput Oper Res 30(6):877–886
Xu W, Xu L, Liu X, Jones J (2008) A new approach to decision-making with key constraints and its application in enterprise information systems. Enterp Inf Syst 2(3):287–308
Zhang L, Wang H (2006) Intelligent information processing in human resource management: an implementation case in China. Expert Syst 23(5):356–369
Zhao H, Ram S (2005) Entity identification for heterogeneous database integration-a multiple classifier system approach and empirical evaluation. Inf Syst 30:119–132
Acknowledgments
We thank the reviewer’s helpful comments to improve this manuscript. We extend our sincere thanks to all the participants in this study for sharing their time, experience, and insights with us so generously. We gratefully acknowledge the support of the Quality Inspection Project (200910088) and National Science Foundation (70971005).
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Wang, X., Wang, H., Wang, H. et al. Constructing a decision support system for management of employee turnover risk. Inf Technol Manag 12, 187–196 (2011). https://doi.org/10.1007/s10799-011-0093-6
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DOI: https://doi.org/10.1007/s10799-011-0093-6