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Extracting Key Drivers of Air Passenger’s Experience and Satisfaction through Online Review Analysis

Author

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  • Aralbayeva Shadiyar

    (School of Hospitality & Tourism Management, Kyungsung University, Busan 48434, Korea)

  • Hyun-Jeong Ban

    (School of Hospitality & Tourism Management, Kyungsung University, Busan 48434, Korea)

  • Hak-Seon Kim

    (School of Hospitality & Tourism Management, Kyungsung University, Busan 48434, Korea)

Abstract

This study compared the competitiveness of the Commonwealth Independent State Airlines (Azerbaijan Airlines, Air Astana, Aeroflot) with Korean airlines (Asiana Airlines, Korean Air) using customer online reviews through big data analytics. The purpose of this study was to get the understanding of airline issues, especially the relationship between airline traveler experience and satisfaction. This study also shows which group has a better service and is more developed and provides significant and social network-oriented suggestions for another group of airlines. Data were collected from Skytrax and the collected reviews were written from January 2011 to March 2019. The size of the dataset was 1693 reviews, and a total of 199,469 words were extracted. As part of the qualitative analysis method, semantic network analysis through text mining was performed, and linear regression analysis was conducted using SPSS as part of the quantitative analysis method. This study shows which group of airlines has a better service and provides significant and social network-oriented suggestions for another group of airlines. The common concerns, as well as special features for different airlines, can also be extracted from online review data.

Suggested Citation

  • Aralbayeva Shadiyar & Hyun-Jeong Ban & Hak-Seon Kim, 2020. "Extracting Key Drivers of Air Passenger’s Experience and Satisfaction through Online Review Analysis," Sustainability, MDPI, vol. 12(21), pages 1-20, November.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:21:p:9188-:d:440183
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    References listed on IDEAS

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    1. H. Muge Yayla-Kullu & Praowpan Tansitpong, 2013. "A Critical Evaluation of U.S. Airlines¡¯ Service Quality Performance: Lower Costs vs. Satisfied Customers," Journal of Management and Strategy, Journal of Management and Strategy, Sciedu Press, vol. 4(4), pages 1-11, November.
    2. Amankwah-Amoah, Joseph, 2020. "Stepping Up and Stepping Out of COVID-19: New Challenges for Environmental Sustainability Policies in the Global Airline Industry," MPRA Paper 101491, University Library of Munich, Germany.
    3. Rajaguru, Rajesh, 2016. "Role of value for money and service quality on behavioural intention: A study of full service and low cost airlines," Journal of Air Transport Management, Elsevier, vol. 53(C), pages 114-122.
    4. Chen, Lu & Li, Yong-Quan & Liu, Chih-Hsing, 2019. "How airline service quality determines the quantity of repurchase intention - Mediate and moderate effects of brand quality and perceived value," Journal of Air Transport Management, Elsevier, vol. 75(C), pages 185-197.
    5. Scotti, Davide & Volta, Nicola, 2017. "Profitability change in the global airline industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 102(C), pages 1-12.
    6. Gillen, David & Lall, Ashish, 2004. "Competitive advantage of low-cost carriers: some implications for airports," Journal of Air Transport Management, Elsevier, vol. 10(1), pages 41-50.
    7. Lohmann, Guilherme & Albers, Sascha & Koch, Benjamin & Pavlovich, Kathryn, 2009. "From hub to tourist destination – An explorative study of Singapore and Dubai's aviation-based transformation," Journal of Air Transport Management, Elsevier, vol. 15(5), pages 205-211.
    8. Hyun-Jeong Ban & Hak-Seon Kim, 2019. "Understanding Customer Experience and Satisfaction through Airline Passengers’ Online Review," Sustainability, MDPI, vol. 11(15), pages 1-17, July.
    9. Arjomandi, Amir & Dakpo, K. Hervé & Seufert, Juergen Heinz, 2018. "Have Asian airlines caught up with European Airlines? A by-production efficiency analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 389-403.
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    Cited by:

    1. Mahmut Bakır & Şahap Akan & Emircan Özdemir & Phi-Hung Nguyen & Jung-Fa Tsai & Hong-Anh Pham, 2022. "How to Achieve Passenger Satisfaction in the Airport? Findings from Regression Analysis and Necessary Condition Analysis Approaches through Online Airport Reviews," Sustainability, MDPI, vol. 14(4), pages 1-20, February.
    2. Aura Lydia Riswanto & Hak-Seon Kim, 2023. "An Investigation of the Key Attributes of Korean Wellness Tourism Customers Based on Online Reviews," Sustainability, MDPI, vol. 15(8), pages 1-18, April.
    3. Lu, Lin & Xu, Pei & Wang, Yen-Yao & Wang, Yu, 2023. "Measuring service quality with text analytics: Considering both importance and performance of consumer opinions on social and non-social online platforms," Journal of Business Research, Elsevier, vol. 169(C).

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