题名

廉航服務品質與顧客滿意度:評論參與的調節效果

并列篇名

The Moderating Effect of Review Involvement on the Relationship between Low-Cost Carriers Service Quality and Customer Satisfaction

DOI

10.6226/NTUMR.202104_31(1).0001

作者

倪家珍(Jia-Jen Ni);利怡萱(Yi-Hsuan Li);林孟彥(Tom M. Y. Lin)

关键词

廉價航空 ; 線上評論 ; 資料探勘 ; 服務品質 ; Low-cost Carriers (LCCs) ; online reviews ; data mining ; service quality

期刊名称

臺大管理論叢

卷期/出版年月

31卷1期(2021 / 04 / 01)

页次

1 - 34

内容语文

繁體中文;英文

中文摘要

廉價航空是一種新興的營運模式,利用低廉的價格,提供有限的服務,吸引特別在意價格的顧客。為了解顧客在使用此種服務模式時,所感受到的服務品質對其滿意度的影響,本研究運用「資料探勘」技術,蒐集顧客在TripAdvisor網站的英文評論,先了解八個項目的服務品質對顧客滿意度的影響程度,再加入「評論參與」變數,以瞭解評論參與對服務品質與顧客滿意度關係的調節效果。本研究共蒐集17,490則英文評論,經分析後的結果顯示,服務品質的八個項目中,「顧客服務」、「物有所值」,和「報到與登機」等三項,是對顧客滿意度影響較高的項目。此外,「評論參與」對服務品質與顧客滿意度的關係,存有顯著的調節效果。最後再透過字詞分析,找到廉價航空的顧客所重視的其他服務品質構面。在此亦提出管理上的意涵,作為航空業者掌握顧客需求與改善經營策略的參考。

英文摘要

Low-cost Carriers (LCCs), as an emerging operating model in commercial aviation, offer low ticket prices at the expense of limited services to attract customers who are particularly concerned about the price. Past studies have used LCCs as examples to understand the impact of service quality on customer satisfaction. In this study, we first apply data mining technology to collect and extract contents of customers' online reviews on LCCs from the TripAdvisor website, then we add the "review involvement" variable to understand how it interferes with service quality and customer satisfaction. We collect a total of 17,490 English reviews and the results show that "customer service", "value for money", and "check-in and boarding" are the three aspects that have high impacts on customer satisfaction. The adding variable "review involvement" has an obvious moderating effect on service quality and customer satisfaction. Moreover, we conduct a qualitative study and find other service quality variables those customer would concern about Low-cost Carriers. Finally, this study also proposes managerial implications as suggestions for aviation operators to better understand what their potential customers care about and to improve their business strategies.

主题分类 基礎與應用科學 > 資訊科學
基礎與應用科學 > 統計
社會科學 > 經濟學
社會科學 > 財金及會計學
社會科學 > 管理學
参考文献
  1. 宋永坤, Yung-Kun,連建章, Chien-Chang(2015)。選擇傳統或廉價航空乘客其影響因素之研究:以「臺北-大阪」航線為例。運輸學刊,27(3),311-344。
    連結:
  2. 汪志堅, Chih-Chien,吳宜環, Yi-Huan(2013)。情緒發洩、報復與利他:服務失誤後之線上負面口碑。臺大管理論叢,24(1),173-206。
    連結:
  3. 林素吟, Su-Yin(2005)。服務品質,滿意度與購買意圖關係之研究:層級干擾迴歸分析之應用。管理評論,24(2),1-17。
    連結:
  4. 劉俊廷, Chun-Tin,吳瑞雲, Jui-Yun,江朝峰, Chao-Feng(2017)。保險經代人能否提供較佳的理賠服務品質?:臺灣汽車責任保險實證。臺大管理論叢,27(2),119-148。
    連結:
  5. 顧宜錚, Yi-Cheng,李家瑩, Chia-Ying,黃相翎, Hsiang-Ling(2013)。有服務品質就足夠嗎?顧客體驗對網站滿意度之影響。中山管理評論,21(3),479-509。
    連結:
  6. Ali, F.,Dey, B. L.,Filieri, R.(2015).An assessment of service quality and resulting customer satisfaction in Pakistan international airlines: Findings from foreigners and overseas Pakistani customers.International Journal of Quality & Reliability Management,32(5),486-502.
  7. An, M.,Noh, Y.(2009).Airline customer satisfaction and loyalty: Impact of in-flight service quality.Service Business,3(3),293-307.
  8. Atallah, S.,Hotle, S. L.,Mumbower, S.(2018).The evolution of low-cost carrier operational strategies pre- and post-recession.Journal of Air Transport Management,73,87-94.
  9. Baek, H.,Ahn, J.,Choi, Y.(2012).Helpfulness of online consumer reviews: Readers’ objectives and review cues.International Journal of Electronic Commerce,17(2),99-126.
  10. Banerjee, S.,Bhattacharyya, S.,Bose, I.(2017).Whose online reviews to trust? Understanding reviewer trustworthiness and its impact on business.Decision Support Systems,96,17-26.
  11. Bigné, J. E.,Ruiz, C.,Andreu, L.,Hernandez, B.(2015).The role of social motivations, ability, and opportunity in online know-how exchanges: Evidence from the airline services industry.Service Business,9(2),209-232.
  12. Boetsch, T.,Bieger, T.,Wittmer, A.(2011).A customer-value framework for analyzing airline services.Transportation Journal,50(3),251-270.
  13. Bronner, F.,Hoog, R. D.(2011).Vacationers and eWOM: Who posts, and why, where, and what?.Journal of Travel Research,50(1),15-26.
  14. Caruana, A.,Money, A. H.,Berthon, P. R.(2000).Service quality and satisfaction - the moderating role of value.European Journal of Marketing,34(11/12),1338-1353.
  15. Chevalier, J. A.,Mayzlin, D.(2006).The effect of word of mouth on sales: Online book reviews.Journal of Marketing Research,43(3),345-354.
  16. Clark, R. A.,Goldsmith, R. E.(2005).Market mavens: Psychological influences.Psychology & Marketing,22(4),289-312.
  17. Farooq, M. S.,Salam, M.,Fayolle, A.,Jaafar, N.,Ayupp, K.(2018).Impact of service quality on customer satisfaction in Malaysia airlines: A PLS-SEM approach.Journal of Air Transport Management,67,169-180.
  18. Fiske, S. T.(1980).Attention and weight in person perception: The impact of negative and extreme behavior.Journal of Personality and Social Psychology,38(6),889-906.
  19. Fourie, C.,Lubbe, B.(2006).Determinants of selection of full-service airlines and low-cost carriers—a note on business travellers in South Africa.Journal of Air Transport Management,12(2),98-102.
  20. Gilbert, D.,Wong, R. K. C.(2003).Passenger expectations and airline services: A Hong Kong based study.Tourism Management,24(5),519-532.
  21. Han, H.,Hyun, S. S.,Kim, W.(2014).In-flight service performance and passenger loyalty: A cross-national (China/Korea) study of travelers using low-cost carriers.Journal of Travel & Tourism Marketing,31(5),589-609.
  22. Han, H.,Yu, J.,Chua, B. L.,Lee, S.,Kim, W.(2019).Impact of core-product and service-encounter quality, attitude, image, trust and love on repurchase: Full-service vs. low-cost carriers in South Korea.International Journal of Contemporary Hospitality Management,31(4),1588-1608.
  23. Han, X.,Kwortnik, R. J.,Wang, C.(2008).Service loyalty: An integrative model and examination across service contexts.Journal of Service Research,11(1),22-42.
  24. Hansemark, O. C.,Albinsson, M.(2004).Customer satisfaction and retention: The experiences of individual employees.Managing Service Quality: An International Journal,14(1),40-57.
  25. Huang, A. H.,Chen, K.,Yen, D. C.,Tran, T. P.(2015).A study of factors that contribute to online review helpfulness.Computers in Human Behavior,48,17-27.
  26. Jiang, H.,Zhang, Y.(2016).An investigation of service quality, customer satisfaction and loyalty in China's airline market.Journal of Air Transport Management,57,80-88.
  27. Kim, Y. K.,Lee, H. R.(2011).Customer satisfaction using low cost carriers.Tourism Management,32(2),235-243.
  28. Koklic, M. K.,Kukar-Kinney, M.,Vegelj, S.(2017).An investigation of customer satisfaction with low-cost and full-service airline companies.Journal of Business Research,80,188-196.
  29. Korfiatis, N.,Stamolampros, P.,Kourouthanassis, P.,Sagiadinos, V.(2019).Measuring service quality from unstructured data: A topic modeling application on airline passengers’ online reviews.Expert Systems with Applications,116,472-486.
  30. Lai, I. K. W.,Hitchcock, M.(2016).A comparison of service quality attributes for stand-alone and resort-based luxury hotels in Macau: 3-dimensional importance-performance analysis.Tourism Management,55,139-159.
  31. Lee, C. K. M.,Ng, K. K. H.,Chan, H. K.,Choy, K. L.,Tai, W. C.,Choi, L. S.(2018).A multi-group analysis of social media engagement and loyalty constructs between full-service and low-cost carriers in Hong Kong.Journal of Air Transport Management,73,46-57.
  32. Lee, H. S.(2013).Major moderators influencing the relationships of service quality, customer satisfaction and customer loyalty.Asian Social Science,9(2),1-11.
  33. Lee, S. H.,Noh, S. E.,Kim, H. W.(2013).A mixed methods approach to electronic word-of-mouth in the open-market context.International Journal of Information Management,33(4),687-696.
  34. Leong, L. Y.,Hew, T. S.,Lee, V. H.,Ooi, K. B.(2015).An SEM-artificial-neural-network analysis of the relationships between SERVPERF, customer satisfaction and loyalty among low-cost and full-service airline.Expert Systems with Applications,42(19),6620-6634.
  35. Lewis, B. R.,McCann, P.(2004).Service failure and recovery: Evidence from the hotel industry.International Journal of Contemporary Hospitality Management,16(1),6-17.
  36. Li, W.,Yu, S.,Pei, H.,Zhao, C.,Tian, B.(2017).A hybrid approach based on fuzzy AHP and 2-tupe fuzzy linguistic method for evaluation in flight service quality.Journal of Transport Management,60,49-64.
  37. Lim, J.,Lee, H. C.(2019).Comparisons of service quality perceptions between full service carriers and low cost carriers in airline travel.Current Issues in Tourism,23(10),1261-1276.
  38. Liou, J. J. H.,Tzeng, G. H.(2007).A non-additive model for evaluating airline service quality.Journal of Air Transport Management,13(3),131-138.
  39. Liu, Z.,Park, S.(2015).What makes a useful online review? Implication for travel product websites.Tourism Management,47,140-151.
  40. Lu, J. L.(2017).Segmentation of passengers using full-service and low-cost carriers-evidence from Taiwan.Journal of Air Transport Management,62,204-216.
  41. Mason, K. J.,Alamdari, F.(2007).EU network carriers, low cost carriers and consumer behavior: A Delphi study of future trends.Journal of Air Transport Management,13(5),299-310.
  42. Mellinas, J. P.,Nicolau, J. L.,Park, S.(2019).Inconsistent behavior in online consumer reviews: The effects of hotel attribute ratings on location.Tourism Management,71,421-427.
  43. Moslehpour, M.,Wong, W. K.,Lin, Y. H.,Nguyen, T. L. H.(2017).Top purchase intention priorities of Vietnamese low cost carrier passengers: Expectations and satisfaction.Eurasian Business Review,8(4),371-389.
  44. Nadiri, H.,Hussain, K.,Ekiz, E. H.,Erdoğan, Ş.(2008).An investigation on the factors influencing passengers' loyalty in the North Cyprus national airline.The TQM Journal,20(3),265-280.
  45. Neto, J. Q. F.,Bloemhof, J.,Corbett, C.(2016).Market prices of remanufactured, used and new items: Evidence from eBay.International Journal of Production Economics,171(3),371-380.
  46. 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.
  47. Ofir, C.,Simonson, I.(2001).In search of negative customer feedback: The effect of expecting to evaluate on satisfaction evaluations.Journal of Marketing Research,38(2),170-182.
  48. Oliver, R. L.(1981).Measurement and evaluation of satisfaction processes in retail settings.Journal of Retailing,57(3),25-48.
  49. Pakdil, F.,Aydın, O.(2007).Expectations and perceptions in airline services: An analysis using weighted SERVQUAL scores.Journal of Air Transport Management,13(4),229-237.
  50. Pan, J. Y.,Truong, D.(2018).Passengers’ intentions to use low-cost carriers: An extended theory of planned behavior model.Journal of Air Transport Management,69,38-48.
  51. Parasuraman, A.,Zeithaml, V. A.,Berry, L. L.(1988).SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality.Journal of Retailing,64(1),12-40.
  52. Park, J. W.,Robertson, R.,Wu, C. L.(2005).Investigating the effects of airline service quality on airline image and passengers' future behavioural intentions: Findings from Australian international air passengers.Journal of Tourism Studies,16(1),2-11.
  53. Pitchayadejanant, K.,Nakpathom, P.(2016).The effect of demographic information as moderator toward relationship between service quality, customer satisfaction, and customer loyalty in Thai low cost carriers’ passengers.Journal of Marketing Management,4(1),172-182.
  54. Racherla, P.,Friske, W.(2012).Perceived ‘usefulness’ of online consumer reviews: An exploratory investigation across three services categories.Electronic Commerce Research and Application,11(6),548-559.
  55. Saha, G. C.,Theingi(2009).Service quality, satisfaction, and behavioural intentions: A study of low-cost airline carriers in Thailand.Managing Service Quality: An International Journal,19(3),350-372.
  56. Salehan, M.,Kim, D. J.(2016).Predicting the performance of online consumer reviews: A sentiment mining approach to big data analytics.Decision Support Systems,81,30-40.
  57. Santos, J.(2002).From intangibility to tangibility on service quality perceptions: A comparison study between consumers and service providers in four service industries.Managing Service Quality: An International Journal,12(5),292-302.
  58. Schlosser, A. E.(2005).Posting versus lurking: Communicating in a multiple audience context.Journal of Consumer Research,32(2),260-265.
  59. Siering, M.,Deokar, A. V.,Janze, C.(2018).Disentangling consumer recommendations: Explaining and predicting airline recommendations based on online reviews.Decision Support Systems,107,52-63.
  60. Stamolampros, P.,Korf atis, N.,Kourouthanassis, P.,Symitsi, E.(2018).Flying to quality: Cultural influences on online reviews.Journal of Travel Research,58(3),496-511.
  61. Tanford, S.,Montgomery, R.(2015).The effects of social influence and cognitive dissonance on travel purchase decisions.Journal of Travel Research,54(5),596-610.
  62. Tsaur, S. H.,Chang, T. Y.,Yen, C. H.(2002).The evaluation of airline service quality by fuzzy MCDM.Tourism Management,23(2),107-115.
  63. Vermeulen, I. E.,Seegers, D.(2009).Tried and tested: The impact of online hotel reviews on consumer consideration.Tourism Management,30(1),123-127.
  64. Wittman, M. D.(2014).Are low-cost carrier passengers less likely to complain about service quality?.Journal of Air Transport Management,35,64-71.
  65. Wong, I. A.,Dioko, L. D. A.(2013).Understanding the mediated moderating role of customer expectations in the customer satisfaction model: The case of casinos.Tourism Management,36,188-199.
  66. Wu, H. C.,Cheng, C. C.(2013).A hierarchical model of service quality in the airline industry.Journal of Hospitality and Tourism Management,20,13-22.
  67. Xiang, Z.,Gretzel, U.(2010).Role of social media in online travel information search.Tourism Management,31(2),179-188.
  68. Yan, Z.,Xing, M.,Zhang, D.,Ma, B.(2015).EXPRS: An extended pagerank method for product feature extraction from online consumer reviews.Information and Management,52(7),850-858.
  69. Yang, K. C.,Hsieh, T. C.,Li, H.,Yang, C.(2012).Assessing how service quality, airline image and customer value affect the intentions of passengers regarding low cost carriers.Journal of Air Transport Management,20,52-53.
  70. Ye, S.,Wu, J. S.,Zheng, C. J.(2019).Are tourists with higher expectation more sensitive to service performance? Evidence from urban tourism.Journal of Destination Marketing & Management,12,64-73.
  71. Yoo, K. H.,Gretzel, U.(2011).Influence of personality on travel-related consumer-generated media creation.Computers in Human Behavior,27(2),609-621.
  72. Zeithaml, V. A.,Berry, L. L.,Parasuraman, A.(1996).The behavioral consequences of service quality.Journal of Marketing,60(2),31-46.
  73. Zhang, Z.,Zhang, Z.,Yang, Y.(2016).The power of expert identity: How website-recognized expert reviews influence travelers' online rating behavior.Tourism Management,55,15-24.
  74. Zhao, Y.,Xu, X.,Wang, M.(2019).Predicting overall customer satisfaction: Big data evidence from hotel online textual reviews.International Journal of Hospitality Management,76,111-121.
  75. Zhou, S.,Guo, B.(2017).The order effect on online review helpfulness: A social influence perspective.Decision Support Systems,93,77-87.
  76. 郭德賓, Te-Ping,周泰華, Tai-Hwa,杜富燕, Fu-Yann(2000)。服務業顧客滿意評量方法之重新檢驗。臺大管理論叢,11(1),103-132。
  77. 黃俊堯, Chun-Yao,柳秉佑, Ping-Yu(2016)。消費者線上口碑與評論研究:國內外相關文獻回顧與討論。臺大管理論叢,26(3),215-256。
被引用次数
  1. 林郁翔,任立中(2022)。Internet Celebrity Economy: Exploring the Value of Viewers' Comment Features and Live Streamers' Marketing Strategies in Forecasting Revenue。臺大管理論叢,32(1),93-125。
  2. (2024)。傳統航空與廉價航空之服務品質探討-文本探勘技術與詮釋結構模式之應用。管理與系統,31(1),49-94。