:::

詳目顯示

回上一頁
題名:Integrating Fuzzy Kano Model with Importance-Performance Analysis to Identify the Key Determinants of Customer Retention for Airline Services
書刊名:工業工程學刊
作者:Wang, Chih-hsuanFong, Hsin-yu
出版日期:2016
卷期:33:7
頁次:頁450-458
主題關鍵詞:Customer satisfactionCustomer retentionFuzzy Kano modelImportance-performance analysis
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:0
  • 點閱點閱:7
The global economic recession as well as emerging low-cost carriers have led to declining revenues for worldwide airlines. A novel framework is presented to seek critical service attributes (SAs) that can enhance customer satisfaction and customer retention. Initially, fuzzy Kano model is employed to capture customer perceptions of SAs and convert them into quantitative degrees of customer satisfaction. Then, multiple regression and logistic regression are used to extract the weights of SAs and identify the key SAs for forecasting customer retention, respectively. Finally, the importance-performance analysis is conducted to offer managerial insights. Furthermore, support vector machine is used to justify the validity of customer retention. In summary, the main contributions are described as follows: (1) capturing passenger perceptions of airline services, (2) indicating which SAs should be improved first to enhance passenger satisfaction, and (3) using the identified key predictors to forecast customer retention.
期刊論文
1.Kim, Y. K.、Lee, H. R.(2011)。Customer Satisfaction Using Low Cost Carriers。Tourism Management,32(2),235-243。  new window
2.McCarty, J. A.、Hastak, M.(2007)。Segmentation Approaches in Data-Mining: A Comparison of RFM, CHAID, and Logistic Regression。Journal of Business Research,60(6),656-662。  new window
3.Chen, F. Y.、Chang, Y. H.(2005)。Examining Airline Service Quality from A Process Perspective。Journal of Air Transport Management,11(2),79-87。  new window
4.Chu, Raymond K. S.、Choi, Tat(2000)。An Importance-performance Analysis of Hotel Selection Factors in the Hong Kong Hotel Industry: A Comparison of Business and Leisure Travellers。Tourism Management,21(4),363-377。  new window
5.Gilbert, David、Wong, Robin K. C.(2003)。Passenger expectations and airline services: a Hong Kong based study。Tourism Management,24(5),519-532。  new window
6.O'Connell, J. F.、Williams, G.(2005)。Passengers' Perceptions of Low Cost Airlines and Full Service Carriers: A Case Study Involving Ryanair, Aer Lingus, Air Asia and Malaysia Airlines。Journal of Air Transport Management,11(4),259-272。  new window
7.Kuo, Y. F.、Chen, J. Y.、Deng, W. J.(2012)。IPA-Kano model: A new tool for categorising and diagnosing service quality attributes。Total Quality Management and Business Excellence,23(7/8),731-748。  new window
8.Wang, C. H.(2010)。Apply robust segmentation to the service industry using kernel induced fuzzy clustering techniques。Expert Systems with Applications,37(12),8395-8400。  new window
9.Hadden, J.、Tiwari, A.、Roy, R.、Ruta, D.(2007)。Computer assisted customer churn management: State-of-the-art and future trends。Computers & Operations Research,34(10),2902-2917。  new window
10.Neslin, Scott A.、Gupta, Sunil、Kamakura, Wagner、Lu, Junxiang、Mason, Charlotte H.(2006)。Defection detection: Measuring and understanding the predictive accuracy of customer churn models。Journal of Marketing Research,43(2),204-211。  new window
11.Ranganathan, C.、Seo, D. B.、Babad, Y.(2006)。Switching behavior of mobile users: Do users' relational investments and demographics matter?。European Journal of Information Systems,15,269-276。  new window
12.Chiu, Hung-Chang、Hsieh, Yi-Ching、Li, Yu-Chuan、Lee, Monle(2005)。Relationship Marketing and Consumer Switching Behavior。Journal of Business Research,58(12),1681-1689。  new window
13.Chang, Y.-H.、Yeh, C.-H.(2002)。A Survey Analysis of Service Quality for Domestic Airlines。European Journal of Operational Research,139(1),166-177。  new window
14.Lee, Y. C.、Huang, S. Y.(2009)。A new fuzzy concept approach for kano's model。Expert Systems with Applications,36(3),4479-4484。  new window
15.Luor, T.、Lu, H. P.、Chien, K. M.、Wu, T. C.(2012)。Contribution to quality research: A literature review of Kano's model from 1998 to 2012。Total Quality Management & Business Excellence,26(3/4),234-247。  new window
16.Chang, Yi-jie、Huang, Po-hsin、Chiu, Ming-chuan(20141200)。Service Dissatisfaction Detection and Service Recovery Analysis Using a Logistic Regression Model: An Empirical Study of Health Management Motion Sport Game。工業工程學刊,31(8),504-512。new window  new window
17.Hung, S. Y.、D. C. Yen、H. Y. Wang(2006)。Applying data mining to telecom churn management。Expert Systems with Applications,31,515-524。  new window
18.Lima, E.、C. Mues、B. Baesens(2009)。Domain knowledge integration in data mining using decision tables: Case studies in churn prediction。Journal of the Operational Research Society,60,1096-1106。  new window
19.Shahin, A.、M. Zairi(2009)。Kano model: A dynamic approach for classifying and prioritizing requirements of airline travelers with three case studies on international airlines。Total Quality Management & Business Excellence,20,1003-1028。  new window
20.Wang, C. H.(2013)。Incorporating customer satisfaction into the decision-making process of product configuration: A fuzzy Kano perspective。International Journal of Production Research,51,6651-6662。  new window
21.Wang, C. H.(2016)。A novel approach to conduct the importance-satisfaction analysis for acquiring typical user groups in business-intelligence systems。Computers in Human Behavior,54,673-681。  new window
22.Tsaur, Sheng-Hshiung、Chang, Te-Yi、Yen, Chang-Hua(2002)。The Evaluation of Airline Service Quality by Fuzzy MCDM。Tourism Management,23(2),107-115。  new window
23.Matzler, Kurt、Bailom, Franz、Hinterhuber, Hans H.、Renzl, Birgit、Pichler, Johann(2004)。The asymmetric relationship between attribute-level performance and overall customer satisfaction: A reconsideration of the importance-performance analysis。Industrial Marketing Management,33(4),271-277。  new window
24.Matzler, Kurt、Sauerwein, Elmar、Heischmidt, Kenneth A.(2003)。Importance-performance Analysis Revisited: The Role of the Factor Structure of Customer Satisfaction。The Service Industries Journal,23(2),112-129。  new window
25.Martilla, John A.、James, John C.(1977)。Importance-performance analysis。Journal of Marketing,41(1),77-79。  new window
26.狩野紀昭、瀬楽信彦、高橋文夫、辻新一(1984)。魅力的品質と当り前品質。品質,14(2),147-156。  延伸查詢new window
圖書
1.Kotler, P.、J. T. Bowen、J. C. Makens(2005)。Marketing for Hospitality and Tourism。Upper Saddle River:Pearson。  new window
2.Schköpf, B.、Smola, A.(2002)。Learning with Kernels: Support Vector Machines, Regularization, Optimization and Beyond。Cambridge, MA:Massachusetts Institute Technology Press。  new window
 
 
 
 
第一頁 上一頁 下一頁 最後一頁 top
:::
無相關博士論文
 
無相關書籍
 
無相關著作
 
1. A Branch-and-Bound Algorithm for Identical Parallel Machine Total Tardiness Scheduling Problem with preemption
2. Bi-Objective Optimization for Integrating Production and Preventive Maintenance Scheduling in Two-Stage Assembly Flow Shop Problem
3. Minimizing the Number of Tardy Jobs on a Two-Stage Assembly Flowshop
4. A Branch-and-Bound Algorithm for Identical Parallel-Machine Total Completion Time Scheduling Problem with Preemption and Release Times
5. An Exploration on Debugging Performance for Software Reliability Growth Models with Learning Effects and Change-Points
6. A Study on Nurse Day-Off Scheduling under the Consideration of Binary Preference
7. A Production Inventory Model for Vendor–Buyer Coordination with Quantity Discount, Backordering and Rework for Fixed Life Time Products
8. Measuring Schedule Uncertainty for a Stochastic Resource-Constrained Project Using Scenario-Based Approach with Utility-Entropy Decision Model
9. A Rostering Optimization Model for Physician Scheduling in Medical Department--A Case Study in District Hospital
10. Interpretive Structural Modeling and Path Analysis for Proposed Framework of Lean Supply Chain in Indian Manufacturing Industry
11. Lot Streaming in a Two-Stage Assembly Hybrid Flow Shop Scheduling Problem with a Work Shift Constraint
12. Modified Single-Vendor Single-Buyer Supply Chain Model with Quality Loss for Product
13. Design and Evaluation of Disposable Safety Syringes
14. The Role of "Tone at The Top" and Knowledge of Fraud on Auditors’ Professional Skeptical Behavior
 
QR Code
QRCODE