EVALUATION OF SERVICE SUPPLY CHAIN PERFORMANCE CRITERIA WITH DANP METHOD
Yıl 2015,
Cilt: 2 Sayı: 4, 104 - 119, 17.12.2015
Onur Özveri
,
Pembe Güçlü
,
Ejder Aycin
Öz
Despite the service industry composes large part of the world economy, the academic studies and applications on supply chain are mainly about production industry. Because of the different structure of services, the service supply chain and also performance criteria-metrics differ from the product supply chain. The aim of this paper is to evaluate the supply chain performance metrics for restaurant sector. For this purpose in the first and second part of the paper the service supply chain concept and service performance metrics that has been widely accepted in the literature are explained. Due to the non-hierarchical structure of performance criteria and metrics, the hybrid multi criteria decision making method DANP (DEMATEL Based Analytic Network Process) is used to weight the criteria and the information about the method is given in the third part. In the application part, with the data received from the expert group about a restaurant supply chain, firstly the direct relaxation matrix has been generated and relations between main performance criteria are determined with DEMATEL (Decision Making Trial and Evaluation Laboratory) method. Then the weights of per performance metric and criterion were computed with DANP. Analysis results have demonstrated that the “customer satisfaction, flexibility and customer query time” are the most important metrics impacting the restaurant supply chain performance.
Kaynakça
- Baltacioglu, T., Ada, E., Kaplan, M. D., Yurt, O., and Kaplan, Y. C. (2007). “A New Framework
for Service Supply Chains.” The Service Industries Journal, 27(2): 105–124.
Bhagwat, R. and Sharma, M.K., (2007). “Performance Measurement of Supply Chain
Management: A Balanced Scorecard Approach.” Computers and Industrial Engineering, 53: 43-
62.
Chan, F.T.S., (2003). “Performance Measurement in a Supply Chain.” International Journal of
Advanced Manufacturing Technologies, 21: 534-548.
Chang, B., Chang, C.-W. and Wu, C.-H., (2011). “Fuzzy DEMATEL Method for Developing
Supplier Selection Criteria.” Expert Systems with Applications, 38: 1850–1858.
Chen, C.-H. and Tzeng, G.-H., (2011). “Assessment Model for Improving Educational
Curriculum Materials Based on the DANP Technique with Grey Relational Analysis.”
International Journal of Information Systems for Logistics and Management, 6(2): 23-36.
Chen, F.-H., Hsu, T.-S. and Tzeng, G.-H., (2011). “A Balanced Scorecard Approach to Establish
a Performance Evaluation and Relationship Model for Spring Hotels Based on a Hybrid MCDM
Model Combining DEMATEL and ANP.” International Journal of Hospitality Management, 30:
908-932.
Cheng, C.-C., Chen, C.-T., Hsu, F.-S. and Hu, H.-Y., (2012). “Enhancing Service Quality
Improvement Strategies of Fine-Dining Restaurants: New Insights from Integrating A Two-Phase
Decision-Making Model of IPGA and DEMATEL Analysis.” International Journal of Hospitality
Management, 31: 1155– 1166.
Cho, D.W., Lee, Y.H., Ahn, S.H. and Hwang, M.K., (2012). “A Framework for Measuring the
Performance of Service Supply Chain Management.” Computers & Industrial Engineering, 62:
801-818.
Çınar, Y., (2013). “Kariyer Tercih Probleminin Yapısal bir Modeli ve Riske Karşı Tutumlar:
Olasılıklı DEMATEL Yöntemi Temelli Bütünleşik Bir Yaklaşım.” Sosyoekonomi, 2013-I: 158-
185.
Ellram, L., Tate, W., and Billington, C. (2004). “Understanding and Managing the Services
Supply Chain.” Journal of Supply Chain Management, 40(4): 17–32.
Fitzgerald, L. and Moon, P., (1996). Performance Measurement in Service Industries: Make It
Work. London: CIMA Publishing.
Giannakis, M. (2011). “Management of Service Supply Chains With a Service Oriented
Reference Model: The Case of Management Consulting Source.” Supply Chain Management: An
International Journal, 16(5): 346-361.
He, T., Ho, W. and Xu, X.F. (2010). “A Value-oriented Model for Managing Service Supply
Chains.” International Conference on Industrial Engineering and Engineering Management
(IEEM), 193-197.
157
ASSAM Uluslararası Hakemli Dergi (ASSAM - UHAD) ASSAM International Refereed Journal
Horng, J.-S., Liu, C.-H., Chou, S.-H., Tsai, C.-Y., (2013). “Creativity as a Critical Criterion for
Future Restaurant Space Design: Developing a Novel Model with DEMATEL Application.”
International Journal of Hospitality Management, 33: 96–105.
Hung, Y.-H., Huang, T.-L., Hsieh, J.-C., Tsuei, H.-J. Cheng, C.-C. and Tzeng, G.-H., (2012).
“Online Reputation Management for Improving Marketing by Using a Hybrid MCDM Model.”
Knowledge-Based Systems, 35: 87-93.
Kulkarni, P.P. and Khot, A.P. (2012). “Supply Chain Performance Measurement”, MPGI
National Multi Conference, 3-7.
Li, S., Rao S.S., Ragu-Nathan T.S. and Ragu-Nathan, B. (2005). “Development and Validation of
a Measurement Instrument for Studying Supply Chain Management Practices.” Journal of
Operations Management, 23(6): 618-641
Lin, R.-J., Chen, R.-H. and Nguyen, T.-H., (2011). “Green Supply Chain Management
Performance in Automobile Manufacturing Industry Under Uncertainty.” Procedia - Social and
Behavioral Sciences, 25: 233 – 245.
Liu, C.H., Tzeng, G.-W. and Lee, M.-H., (2013). “Strategies for Improving Cruise Product Sales
Using Hybrid ‘Multiple Criteria Decision Making Models.” The Service Industries Journal,
33(5): 542-563.
Martin, P.R. and Patterson, J.W. (2009). “On Measuring Company Performance Within A
Supply Chain.” International Journal of Production Research, 47(9): 2449-2460.
Neely, A., Gregory, M. and Platts, K., (1995). “Performance Measurement System Design: A
Literature Review and Research Agenda.” International Journal of Operations & Production
Management, 15 (4): 80 – 116.
Saaty, T. L., (1996). Decision Making with Dependence and Feedback: The Analytic Network
Process. Pittsburgh: RWS Publications,
Sengupta, K., Heiser, D., and Koll, L. (2006). “Manufacturing and Service Supply Chain
Performance: A Comparative Analysis.” Journal of Supply Chain Management, 42(4): 4–15.
Shen, K.-Y., Yan, M.-R. and Tzeng, G.-H., (2013). “Combining VIKOR-DANP Model for
Glamor Stock Selection and Stock Performance Improvement.” Knowledge Based Systems,
http://dx.doi.org/10.106/j.knosys.2013.07.023, (Access date: 07.02.2014).
Su, C.-H., Tseng, H.-L., Furuzuki, T. and Tzeng, G.-H., (2012). “Application DANP with
MCDM Model to Explore Smartphone Software.” SCIS-ISIS 2012, Kobe, Japan.
Tsai, W.-H. and Hsu, W., (2010). “A Novel Hybrid Model Based on DEMATEL and ANP for
Selecting Cost of Quality Model Development.” Total Quality Management, 21(4): 439-456.
Tseng, M.L. (2009). “Using The Extension of DEMATEL to Integrate Hotel Service Quality
Perceptions into a Cause–Effect Model in Uncertainty.” Expert Systems with Applications, 36:
9015–9023.
158
Sayı : 4 Yıl: 2015
Tseng, M.-L., (2009). “Application on ANP and DEMATEL to Evaluate the Decision-Making of
Municipal Solid Waste Management in Metro Manila.” Environ Monit Assess, 156: 181-197.
Uysal, F., (2012). “An Integrated Model for Sustainable Performance Measurement in Supply
Chain.” Procedia - Social and Behavioral Sciences, 62: 689 – 694.
Wang, Y.-L. and Tzeng, G.-H., (2012). “Brand Marketing for Creating Brand Value Based on a
MCDM Model Combining DEMATEL with ANP and VIKOR Methods.” Expert Systems with
Applications, 39: 5600-5615.
Wu, H.-H., Chen, H.-K. and Shieh, J.-I., (2010). “Evaluating Performance Criteria of
Employment Service Outreach Program Personnel by DEMATEL Method.” Expert Systems with
Applications, 37: 5219–5223.
Wu, H.-Y., (2012). “Constructing a Strategy Map for Banking Institutions with Key Performance
Indicators of the Balanced Scorecard.” Evaluation and Program Planning, 35: 303–320.
Wu, K.-J., Tsang, M.-L. and Vy, T., (2011). “Evaluation the Drivers of Green Supply Chain
Management Practices in Uncertainty.” Procedia - Social and Behavioral Sciences, 25: 384 –
397.
Yang, J.-L. and Tzeng, G.-H., (2011). “An Integrated MCDM Technique Combined with
DEMATEL for a Novel Cluster Weighted ANP Method.” Expert Systems with Applications, 38:
1417-1424.
Yang, Y.-P. O., Shieh, H.-M., Leu, J.-D. and Tzeng, G.-H., (2008). “A Novel Hybrid MCDM
Model Combined with DEMATEL and ANP with Applications.” International Journal of
Operations Research, 5(3): 160-168.
Zhan, B. and Zeng, Y. (2011). “Port Service Supply Chain Performance Evaluation Based on
GRA. 2nd International Conference on Computing, Control and Industrial Engineering. 421-
424.
The World Factbook, https://www.cia.gov/library/publications/the-world-factbook/geos/xx.html,
(Access date: 13.05.2014).
Yıl 2015,
Cilt: 2 Sayı: 4, 104 - 119, 17.12.2015
Onur Özveri
,
Pembe Güçlü
,
Ejder Aycin
Kaynakça
- Baltacioglu, T., Ada, E., Kaplan, M. D., Yurt, O., and Kaplan, Y. C. (2007). “A New Framework
for Service Supply Chains.” The Service Industries Journal, 27(2): 105–124.
Bhagwat, R. and Sharma, M.K., (2007). “Performance Measurement of Supply Chain
Management: A Balanced Scorecard Approach.” Computers and Industrial Engineering, 53: 43-
62.
Chan, F.T.S., (2003). “Performance Measurement in a Supply Chain.” International Journal of
Advanced Manufacturing Technologies, 21: 534-548.
Chang, B., Chang, C.-W. and Wu, C.-H., (2011). “Fuzzy DEMATEL Method for Developing
Supplier Selection Criteria.” Expert Systems with Applications, 38: 1850–1858.
Chen, C.-H. and Tzeng, G.-H., (2011). “Assessment Model for Improving Educational
Curriculum Materials Based on the DANP Technique with Grey Relational Analysis.”
International Journal of Information Systems for Logistics and Management, 6(2): 23-36.
Chen, F.-H., Hsu, T.-S. and Tzeng, G.-H., (2011). “A Balanced Scorecard Approach to Establish
a Performance Evaluation and Relationship Model for Spring Hotels Based on a Hybrid MCDM
Model Combining DEMATEL and ANP.” International Journal of Hospitality Management, 30:
908-932.
Cheng, C.-C., Chen, C.-T., Hsu, F.-S. and Hu, H.-Y., (2012). “Enhancing Service Quality
Improvement Strategies of Fine-Dining Restaurants: New Insights from Integrating A Two-Phase
Decision-Making Model of IPGA and DEMATEL Analysis.” International Journal of Hospitality
Management, 31: 1155– 1166.
Cho, D.W., Lee, Y.H., Ahn, S.H. and Hwang, M.K., (2012). “A Framework for Measuring the
Performance of Service Supply Chain Management.” Computers & Industrial Engineering, 62:
801-818.
Çınar, Y., (2013). “Kariyer Tercih Probleminin Yapısal bir Modeli ve Riske Karşı Tutumlar:
Olasılıklı DEMATEL Yöntemi Temelli Bütünleşik Bir Yaklaşım.” Sosyoekonomi, 2013-I: 158-
185.
Ellram, L., Tate, W., and Billington, C. (2004). “Understanding and Managing the Services
Supply Chain.” Journal of Supply Chain Management, 40(4): 17–32.
Fitzgerald, L. and Moon, P., (1996). Performance Measurement in Service Industries: Make It
Work. London: CIMA Publishing.
Giannakis, M. (2011). “Management of Service Supply Chains With a Service Oriented
Reference Model: The Case of Management Consulting Source.” Supply Chain Management: An
International Journal, 16(5): 346-361.
He, T., Ho, W. and Xu, X.F. (2010). “A Value-oriented Model for Managing Service Supply
Chains.” International Conference on Industrial Engineering and Engineering Management
(IEEM), 193-197.
157
ASSAM Uluslararası Hakemli Dergi (ASSAM - UHAD) ASSAM International Refereed Journal
Horng, J.-S., Liu, C.-H., Chou, S.-H., Tsai, C.-Y., (2013). “Creativity as a Critical Criterion for
Future Restaurant Space Design: Developing a Novel Model with DEMATEL Application.”
International Journal of Hospitality Management, 33: 96–105.
Hung, Y.-H., Huang, T.-L., Hsieh, J.-C., Tsuei, H.-J. Cheng, C.-C. and Tzeng, G.-H., (2012).
“Online Reputation Management for Improving Marketing by Using a Hybrid MCDM Model.”
Knowledge-Based Systems, 35: 87-93.
Kulkarni, P.P. and Khot, A.P. (2012). “Supply Chain Performance Measurement”, MPGI
National Multi Conference, 3-7.
Li, S., Rao S.S., Ragu-Nathan T.S. and Ragu-Nathan, B. (2005). “Development and Validation of
a Measurement Instrument for Studying Supply Chain Management Practices.” Journal of
Operations Management, 23(6): 618-641
Lin, R.-J., Chen, R.-H. and Nguyen, T.-H., (2011). “Green Supply Chain Management
Performance in Automobile Manufacturing Industry Under Uncertainty.” Procedia - Social and
Behavioral Sciences, 25: 233 – 245.
Liu, C.H., Tzeng, G.-W. and Lee, M.-H., (2013). “Strategies for Improving Cruise Product Sales
Using Hybrid ‘Multiple Criteria Decision Making Models.” The Service Industries Journal,
33(5): 542-563.
Martin, P.R. and Patterson, J.W. (2009). “On Measuring Company Performance Within A
Supply Chain.” International Journal of Production Research, 47(9): 2449-2460.
Neely, A., Gregory, M. and Platts, K., (1995). “Performance Measurement System Design: A
Literature Review and Research Agenda.” International Journal of Operations & Production
Management, 15 (4): 80 – 116.
Saaty, T. L., (1996). Decision Making with Dependence and Feedback: The Analytic Network
Process. Pittsburgh: RWS Publications,
Sengupta, K., Heiser, D., and Koll, L. (2006). “Manufacturing and Service Supply Chain
Performance: A Comparative Analysis.” Journal of Supply Chain Management, 42(4): 4–15.
Shen, K.-Y., Yan, M.-R. and Tzeng, G.-H., (2013). “Combining VIKOR-DANP Model for
Glamor Stock Selection and Stock Performance Improvement.” Knowledge Based Systems,
http://dx.doi.org/10.106/j.knosys.2013.07.023, (Access date: 07.02.2014).
Su, C.-H., Tseng, H.-L., Furuzuki, T. and Tzeng, G.-H., (2012). “Application DANP with
MCDM Model to Explore Smartphone Software.” SCIS-ISIS 2012, Kobe, Japan.
Tsai, W.-H. and Hsu, W., (2010). “A Novel Hybrid Model Based on DEMATEL and ANP for
Selecting Cost of Quality Model Development.” Total Quality Management, 21(4): 439-456.
Tseng, M.L. (2009). “Using The Extension of DEMATEL to Integrate Hotel Service Quality
Perceptions into a Cause–Effect Model in Uncertainty.” Expert Systems with Applications, 36:
9015–9023.
158
Sayı : 4 Yıl: 2015
Tseng, M.-L., (2009). “Application on ANP and DEMATEL to Evaluate the Decision-Making of
Municipal Solid Waste Management in Metro Manila.” Environ Monit Assess, 156: 181-197.
Uysal, F., (2012). “An Integrated Model for Sustainable Performance Measurement in Supply
Chain.” Procedia - Social and Behavioral Sciences, 62: 689 – 694.
Wang, Y.-L. and Tzeng, G.-H., (2012). “Brand Marketing for Creating Brand Value Based on a
MCDM Model Combining DEMATEL with ANP and VIKOR Methods.” Expert Systems with
Applications, 39: 5600-5615.
Wu, H.-H., Chen, H.-K. and Shieh, J.-I., (2010). “Evaluating Performance Criteria of
Employment Service Outreach Program Personnel by DEMATEL Method.” Expert Systems with
Applications, 37: 5219–5223.
Wu, H.-Y., (2012). “Constructing a Strategy Map for Banking Institutions with Key Performance
Indicators of the Balanced Scorecard.” Evaluation and Program Planning, 35: 303–320.
Wu, K.-J., Tsang, M.-L. and Vy, T., (2011). “Evaluation the Drivers of Green Supply Chain
Management Practices in Uncertainty.” Procedia - Social and Behavioral Sciences, 25: 384 –
397.
Yang, J.-L. and Tzeng, G.-H., (2011). “An Integrated MCDM Technique Combined with
DEMATEL for a Novel Cluster Weighted ANP Method.” Expert Systems with Applications, 38:
1417-1424.
Yang, Y.-P. O., Shieh, H.-M., Leu, J.-D. and Tzeng, G.-H., (2008). “A Novel Hybrid MCDM
Model Combined with DEMATEL and ANP with Applications.” International Journal of
Operations Research, 5(3): 160-168.
Zhan, B. and Zeng, Y. (2011). “Port Service Supply Chain Performance Evaluation Based on
GRA. 2nd International Conference on Computing, Control and Industrial Engineering. 421-
424.
The World Factbook, https://www.cia.gov/library/publications/the-world-factbook/geos/xx.html,
(Access date: 13.05.2014).