applying big data with fuzzy DEMATEL to discover the critical factors for employee engagement in developing sustainability for the hospitality industry under uncertainty

Supply Chain Management in the Big Data Era

Volumn , Issue , 2016, Pages 218-253

  Wu, Kuo Jui ^a   Tseng, Ming Lang ^b   Cui, Li ^a   Hu, Jiayao ^c  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

^b LUNGHWA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

^c UNIVERSITY OF NOTTINGHAM   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85016631176     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.4018/978-1-5225-0956-1.ch012     Document Type: Chapter

References (91)

1. Agarwal, S. (2002). Restructuring seaside tourism. Annals of Tourism Research, 29(1), 25-55. doi:10.1016/S0160-7383(01)00002-0
2. Alfalla-Luque, R., Marin-Garcia, J. A., & Medina-Lopez, C. (2012). Is worker commitment necessary for achieving competitive advantage and customer satisfaction when companies use HRM and TQM practices? Universia Business Review, 36, 64-89.
3. Anitha, J. (2014). Determinants of employee engagement and their impact on employee performance. International Journal of Productivity and Performance Management, 63(3), 308-323. doi:10.1108/IJPPM-01-2013-0008
4. Barnett, M. L., & Salomon, R. M. (2006). Beyond dichotomy: The curvilinear relationship between social responsibility and financial performance. Strategic Management Journal, 27(11), 1101-1122. doi:10.1002/smj.557
5. Baumruk, R. (2004). The missing link: The role of employee engagement in business success. Workspan, 47(11), 48-52.
6. Bhattacharya, C. B., Sen, S., & Korschun, D. (2008). Using corporate social responsibility to win the war for talent. MIT Sloan Review, 49(2), 37-44.
7. Brammer, S., Millington, A., & Rayton, B. (2007). The contribution of corporate social responsibility to organizational commitment. International Journal of Human Resource Management, 18(10), 1701-1719. doi:10.1080/09585190701570866
8. Carter, C., & Rogers, D. (2008). A framework of sustainable supply chain management: Moving toward new theory. International Journal of Physical Distribution & Logistics Management, 38(5), 360-387. doi:10.1108/09600030810882816
9. Chan, H.K., Wang, X., Lacka, E., Zhang, M., 2015. A mixed-method approach to extracting the value of social media data. Prod. Oper. Manag., 25(3), 568-583.
10. Chang, Y., Yeh, C., & Cheng, J. (1998). Decision support for bus operations under uncertainty: A fuzzy expert system approach. Omega, 26(3), 367-380. doi:10.1016/S0305-0483(97)00074-1
11. Chen, L., & Chiou, T. (1999). A fuzzy credit-rating approach for commercial loans: A Taiwan case. Omega, 27(4), 407-419. doi:10.1016/S0305-0483(98)00051-6
12. Chen, S. (1996). Forecasting enrollments based on fuzzy time series. Fuzzy Sets and Systems, 81(3), 311-319. doi:10.1016/0165-0114(95)00220-0
13. Cheng, C., & Lin, Y. (2002). Evaluating the best main battle tank using fuzzy decision theory with linguistic criteria evaluation. European Journal of Operational Research, 142(1), 174-186. doi:10.1016/S0377-2217(01)00280-6
14. Chi, C., & Gursoy, D. (2009). Employee satisfaction, customer satisfaction, and financial performance: An empirical examination. International Journal of Hospitality Management, 28(2), 245-253. doi:10.1016/j.ijhm.2008.08.003
15. Christensen, L. T., Morsing, M., & Thyssen, O. (2013). CSR as aspirational talk. Organization, 20(3), 372-393. doi:10.1177/1350508413478310
16. Christian, M. S., Garza, A. S., & Slaughter, J. E. (2011). Work engagement: A quantitative review and test of its relations with and contextual performance. Personnel Psychology, 64(1), 89-136. doi:10.1111/j.1744-6570.2010.01203.x
17. Collier, J., & Esteban, R. (2007). Corporate social responsibility and employee commitment. Business Ethics (Oxford, England), 16(1), 19-33. doi:10.1111/j.1467-8608.2006.00466.x
18. Cramer, J. (2005). Experiences with structuring corporate social responsibility in Dutch industry. Journal of Cleaner Production, 13(6), 583-592. doi:10.1016/j.jclepro.2003.12.008
19. Cropanzano, R., & Mitchell, M. (2005). Social Exchange Theory: An Interdisciplinary Review. Journal of Management, 31(6), 874-900. doi:10.1177/0149206305279602
20. Delgado, A., Romero, I. (2016). Environmental conflict analysis using an integrated grey clustering and entropy-weight method: A case study of a mining project in Peru. Environ. Model. Softw., 77, 108-121.
21. Dwyer, L. (2005). Relevance of triple bottom line reporting to achievement of sustainable tourism: A scoping study. Tourism Review International, 9(1), 79-938. doi:10.3727/154427205774791726
22. Ellemers, N., Kingma, L., Van den Burgt, J., & Barreto, M. (2011). Corporate Social Responsibility as a source of organizational morality, employee commitment and satisfaction. Journal of Organizational Moral Psychology, 1(2), 97-124.
23. Farooq, M., Farooq, O., & Jasimuddin, S. (2014). Employees response to corporate social responsibility: Exploring the role of employees' collectivist orientation. European Management Journal, 32(6), 916-927. doi:10.1016/j.emj.2014.03.002
24. Farooq, O., Payaud, M., Merunka, D., & Valette-Florence, P. (2013). The impact of corporate social responsibility on organizational commitment: Exploring multiple mediation mechanisms. Journal of Business Ethics, 125(4), 563-580. doi:10.1007/s10551-013-1928-3
25. Ferreira, P., & de Oliveira, E. R. (2014). Does corporate social responsibility impact on employee engagement? Journal of Workplace Learning, 26(3/4), 232-247. doi:10.1108/JWL-09-2013-0070
26. Fontela, E., & Gabus, A. (1976). The DEMATEL observer, DEMATEL 1976 report. Geneva, Switzerland: Battelle Geneva Research Center.
27. Foran, B., Lenzen, M., Dey, C., & Bilek, M. (2005). Integrating sustainable chain management with triple bottom line accounting. Ecological Economics, 52(2), 143-157. doi:10.1016/j.ecolecon.2004.06.024
28. Freeman, R. (2010). Strategic management. Cambridge, UK: Cambridge University Press. doi:10.1017/CBO9781139192675
29. Gabus, A., & Fontela, E. (1973). Perceptions of the world problematique: Communication procedure, communicating with those bearing collective responsibility, DEMATEL report no. 1. Geneva, Switzerland: Battelle Geneva Research Centre.
30. Gallup. (2002, April 15). The high cost of disengaged employees. Gallup Business Journal. Retrieved from http://businessjournal.gallup.com/content/247/the-highcost-of-disengaged-employees.aspx
31. Gond, J. P., Igalens, J., Swaen, V., & El Akremi, A. (2011). The human resources contribution to responsible leadership: An exploration of the CSR-HR Interface. Journal of Business Ethics, 98(1), 115-132. doi:10.1007/s10551-011-1028-1
32. Googins, B., Mirvis, P., & Rochlin, S. (2007). Beyond "good company". New York: Palgrave Macmillan. doi:10.1057/9780230609983
33. Gopalakrishnan, K., Yusuf, Y., Musa, A., Abubakar, T., & Ambursa, H. (2012). Sustainable supply chain management: A case study of British Aerospace (BAe) Systems. International Journal of Production Economics, 140(1), 193-203. doi:10.1016/j.ijpe.2012.01.003
34. Grimmer, M., & Bingham, T. (2013). Company environmental performance and consumer purchase intentions. Journal of Business Research, 66(10), 1945-1953. doi:10.1016/j.jbusres.2013.02.017
35. Henderson, J. (2007). Corporate social responsibility and tourism: Hotel companies in Phuket, Thailand, after the Indian Ocean tsunami. International Journal of Hospitality Management, 26(1), 228-239. doi:10.1016/j.ijhm.2006.02.001
36. Herrera, F., Herrera-Viedma, E., & Martínez, L. (2000). A fusion approach for managing multi-granularity linguistic term sets in decision making. Fuzzy Sets and Systems, 114(1), 43-58. doi:10.1016/S0165-0114(98)00093-1
37. Hubbard, G. (2009). Measuring organizational performance: Beyond the triple bottom line. Business Strategy and the Environment, 18(3), 177-191. doi:10.1002/bse.564
38. Hutchins, M., & Sutherland, J. (2008). An exploration of measures of social sustainability and their application to supply chain decisions. Journal of Cleaner Production, 16(15), 1688-1698. doi:10.1016/j.jclepro.2008.06.001
39. Jamali, D. (2006). Insights into triple bottom line integration from a learning organization perspective. Business Process Management Journal, 12(6), 809-821. doi:10.1108/14637150610710945
40. Jones, T. (2007, May 15). The business value of virtue: Corporate social responsibility and employee engagement. Talent Management Magazine.
41. Jung, H., Namkung, Y., & Yoon, H. (2010). The effects of employees' business ethical value on person-organization fit and turnover intent in the foodservice industry. International Journal of Hospitality Management, 29(3), 538-546. doi:10.1016/j.ijhm.2009.08.005
42. Kahn, W. (1990). Psychological conditions of personal engagement and disengagement at work. Academy of Management Journal, 33(4), 692-724. doi:10.2307/256287
43. Kaliprasad, M. (2006). The human factor I: Attracting, retaining, and motivating capable people. Coastal Engineering, 48(6), 20-26.
44. Karatepe, O. (2011). Procedural justice, work engagement, and job outcomes: Evidence from Nigeria. Journal of Hospitality Marketing & Management, 20(8), 855-878. doi:10.1080/19368623.2011.577688
45. Karatepe, O. (2013). High-performance work practices and hotel employee performance: The mediation of work engagement. International Journal of Hospitality Management, 32, 132-140. doi:10.1016/j.ijhm.2012.05.003
46. Karatepe, O., & Demir, E. (2014). Linking core self-evaluations and work engagement to work-family facilitation. International Journal of Contemporary Hospitality Management, 26(2), 307-323. doi:10.1108/IJCHM-01-2013-0008
47. Kim, H., Lee, M., Lee, H., & Kim, N. (2010). Corporate social responsibility and employee-company identification. Journal of Business Ethics, 95(4), 557-569. doi:10.1007/s10551-010-0440-2
48. Kuo, Y. (2013). Organizational commitment in an intense competition environment. Industrial Management & Data Systems, 113(1), 39-56. doi:10.1108/02635571311289656
49. Laurence, D. (2011). Establishing a sustainable mining operation: An overview. Journal of Cleaner Production, 19(2-3), 278-284. doi:10.1016/j.jclepro.2010.08.019
50. Lee, J., & Ok, C. (2015). Drivers of work engagement: An examination of core self-evaluations and psychological climate among hotel employees. International Journal of Hospitality Management, 44, 84-98. doi:10.1016/j.ijhm.2014.10.008
51. Lee, Y., Kim, Y., Lee, K., & Li, D. (2012). The impact of CSR on relationship quality and relationship outcomes: A perspective of service employees. International Journal of Hospitality Management, 31(3), 745-756. doi:10.1016/j.ijhm.2011.09.011
52. Lin, Y. H., Chen, C. C., Tsai, C. F., & Tseng, M. L. (2014). Balanced scorecard performance evaluation in a closed-loop hierarchical model under uncertainty. Applied Soft Computing, 24, 1022-1032. doi:10.1016/j.asoc.2014.08.029
53. Lozano, R., & Huisingh, D. (2011). Inter-linking issues and dimensions in sustainability reporting. Journal of Cleaner Production, 19(2-3), 99-107. doi:10.1016/j.jclepro.2010.01.004
54. Maas, S., & Reniers, G. (2014). Development of a CSR model for practice: Connecting five inherent areas of sustainable business. Journal of Cleaner Production, 64, 104-114. doi:10.1016/j.jclepro.2013.07.039
55. Markley, M., & Davis, L. (2007). Exploring future competitive advantage through sustainable supply chains. International Journal of Physical Distribution & Logistics Management, 37(9), 763-774. doi:10.1108/09600030710840859
56. Martínez, P., Pérez, A., & Rodríguez del Bosque, I. (2013). Measuring Corporate Social Responsibility in tourism: Development and validation of an efficient measurement scale in the hospitality industry. Journal of Travel & Tourism Marketing, 30(4), 365-385. doi:10.1080/10548408.2013.784154
57. Maslach, C., Schaufelli, W. B., & Leiter, M. P. (2001). Job burnout. Annual Review of Psychology, 52(1), 397-422. doi:10.1146/annurev.psych.52.1.397 PMID:11148311
58. Matthews, E., Sattler, M., & Friedland, C. (2014). A critical analysis of hazard resilience measures within sustainability assessment frameworks. Environmental Impact Assessment Review, 49, 59-69. doi:10.1016/j.eiar.2014.05.003
59. Men, L. (2012). CEO credibility, perceived organizational reputation, and employee engagement. Public Relations Review, 38(1), 171-173. doi:10.1016/j.pubrev.2011.12.011
60. Nicolau, J. (2008). Corporate social responsibility: Worth-creating activities. Annals of Tourism Research, 35(4), 990-1006. doi:10.1016/j.annals.2008.09.003
61. O'Shaughnessy, K., Gedajlovic, E., & Reinmoeller, P. (2007). The influence of firm, industry and network on the corporate social performance of Japanese firms. Asia Pacific Journal of Management, 24(3), 283-303. doi:10.1007/s10490-007-9043-6
62. Opricovic, S., & Tzeng, G. H. (2003). Defuzzification within a multi-criteria decision model. International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, 11(5), 635-652. doi:10.1142/S0218488503002387
63. Park, B., & Ghauri, P. (2015). Determinants influencing CSR practices in small and medium sized MNE subsidiaries: A stakeholder perspective. Journal of World Business, 50(1), 192-204. doi:10.1016/j.jwb.2014.04.007
64. Patil, S., & Kant, R. (2014). A hybrid approach based on fuzzy DEMATEL and FMCDM to predict success of knowledge management adoption in supply chain. Applied Soft Computing, 18, 126-135. doi:10.1016/j.asoc.2014.01.027
65. Pérez, A., & Rodríguez del Bosque, I. (2014). Sustainable development and stakeholder relations management: Exploring sustainability reporting in the hospitality industry from a SD-SRM approach. International Journal of Hospitality Management, 42, 174-187. doi:10.1016/j.ijhm.2014.07.003
66. Rego, A., Leal, S., Cunha, M., Faria, J., & Pinho, C. (2009). How the perceptions of five dimensions of corporate citizenship and their inter-inconsistencies predict affective commitment? Journal of Business Ethics, 94(1), 107-127. doi:10.1007/s10551-009-0252-4
67. Richman, A. (2006). Everyone wants an engaged workforce how can you create it? Workspan, 49, 36-39.
68. Riordan, C. M., Gatewood, R. D., & Bill, J. B. (1997). Corporate image: Employee reactions and implications for managing corporate social performance. Journal of Business Ethics, 16(4), 401-412. doi:10.1023/A:1017989205184
69. Rodrigo, P., & Arenas, D. (2007). Do Employees care about csr programs? A typology of employees according to their attitudes. Journal of Business Ethics, 83(2), 265-283. doi:10.1007/s10551-007-9618-7
70. Saks, A. (2006). Antecedents and consequences of employee engagement. Journal of Managerial Psychology, 21(7), 600-619. doi:10.1108/02683940610690169
71. Salanova, M., Agut, S., & Peiró, J. (2005). Linking organizational resources and work engagement to employee performance and customer loyalty: The mediation of service climate. The Journal of Applied Psychology, 90(6), 1217-1227. doi:10.1037/0021-9010.90.6.1217 PMID:16316275
72. Sambrook, S. A., Jones, N., & Doloriert, C. (2014). Employee engagement and autoethnography: Being and studying self. Journal of Workplace Learning, 26(3/4), 172-187. doi:10.1108/JWL-09-2013-0072
73. Sauvante, M. (2001). The triple bottom line: A boardroom guide. Directors Monthly, 25(11), 1-6.
74. Schaufeli, W. B., Salanova, M., González-Romá, V., & Bakker, A. B. (2002). The measurement of engagement and burnout: A two sample confirmatory factor analytic approach. Journal of Happiness Studies, 3(1), 71-92. doi:10.1023/A:1015630930326
75. Schneider, B., Ehrhart, M., Mayer, D., Saltz, J., & Niles-Jolly, K. (2005). Understanding organization-customer links in service settings. Academy of Management Journal, 48(6), 1017-1032. doi:10.5465/AMJ.2005.19573107
76. Shuck, B., & Wollard, K. (2009). Employee Engagement and HRD: A Seminal review of the foundations. Human Resource Development Review, 9(1), 89-110. doi:10.1177/1534484309353560
77. Slatten, T., & Mehmetoglu, M. (2011). Antecedents and effects of engaged frontline employees. Managing Service Quality: An International Journal, 21(1), 88-107. doi:10.1108/09604521111100261
78. Stites, J., & Michael, J. (2011). Organizational commitment in manufacturing employees: Relationships with corporate social performance. Business & Society, 50(1), 50-70. doi:10.1177/0007650310394311
79. Thompson, K., & Mathys, N. (2013). It's time to add the employee dimension to the balanced scorecard. Organizational Dynamics, 42(2), 135-144. doi:10.1016/j.orgdyn.2013.03.007
80. Tseng, M. (2010). Using linguistic preferences and grey relational analysis to evaluate the environmental knowledge management capacity. Expert Systems with Applications, 37(1), 70-81. doi:10.1016/j.eswa.2009.05.020
81. Tseng, M., Lin, Y., Lim, M., & Teehankee, B. (2015). Using a hybrid method to evaluate service innovation in the hotel industry. Applied Soft Computing, 28, 411-421. doi:10.1016/j.asoc.2014.11.048
82. Tseng, M. L. (2010). Implementation and performance evaluation using the fuzzy network balanced scorecard. Computers & Education, 55(1), 188-201. doi:10.1016/j.compedu.2010.01.004
83. Turker, D. (2009). How corporate social responsibility influences organizational commitment. Journal of Business Ethics, 89(2), 189-204. doi:10.1007/s10551-008-9993-8
84. Valentine, S., & Fleischman, G. (2008). Professional ethical standards, corporate social responsibility, and the perceived role of ethics and social responsibility. Journal of Business Ethics, 82(3), 657-666. doi:10.1007/s10551-007-9584-0
85. Wang, L., & Lin, L. (2007). A methodological framework for the triple bottom line accounting and management of industry enterprises. International Journal of Production Research, 45(5), 1063-1088. doi:10.1080/00207540600635136
86. Wang, R., & Chuu, S. (2004). Group decision-making using a fuzzy linguistic approach for evaluating the flexibility in a manufacturing system. European Journal of Operational Research, 154(3), 563-572. doi:10.1016/S0377-2217(02)00729-4
87. Williams, S., & Adams, C. (2013). Moral accounting? Employee disclosures from a stakeholder accountability perspective. Accounting, Auditing & Accountability Journal, 26(3), 449-495. doi:10.1108/09513571311311892
88. Wu, K. J., Liao, C. J., Tseng, M. L., & Chiu, A. S. (2015). Exploring decisive factors in green supply chain practices under uncertainty. International Journal of Production Economics, 159, 147-157. doi:10.1016/j.ijpe.2014.09.030
89. Wu, K. J., Liao, C. J., Tseng, M. L., Ming, K. L., Hu, J., & Tan, K. (2016). (article in press). Toward sustainability: Using big data to explore the decisive attributes of supply chain risks and uncertainties. Journal of Cleaner Production.
90. Wu, W. (2008). Choosing knowledge management strategies by using a combined ANP and DEMATEL approach. Expert Systems with Applications, 35(3), 828-835. doi:10.1016/j.eswa.2007.07.025
91. Xanthopoulou, D., Bakker, A., Demerouti, E., & Schaufeli, W. (2009). Work engagement and financial returns: A diary study on the role of job and personal resources. Journal of Occupational and Organizational Psychology, 82(1), 183-200. doi:10.1348/096317908X285633