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Exploring the Determinants of Hot Spring Tourism Customer Satisfaction: Causal Relationships Analysis Using ISM

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  • Chuanmin Mi

    (College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China)

  • Yetian Chen

    (College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China)

  • Chiung-Shu Cheng

    (Program in Management, Dayeh University, Changhua 51591, Taiwan)

  • Joselyne Lucky Uwanyirigira

    (College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China)

  • Ching-Torng Lin

    (Department of Information Management, Da-Yeh University, Changhua 51591, Taiwan)

Abstract

To stand out in the hot spring tourism industry, customer satisfaction has become the crucial issue for competitiveness. A company cannot implement several customer satisfaction improvement practices altogether with limited resources. Researchers advocate that companies should evaluate the relationships among success factors and explore determinants for their improvement implementation. However, such a relationship evaluation has not yet been adequately performed. This paper intends to explore the determinants for improving hot spring customer satisfaction. Adopting grounded theory (GT) and using data collected from websites, Ctrip and Qunar, the first 12 key factors for customer satisfaction were identified. Then, their interrelationships were assessed by 15 experts, and interpretive structural modeling (ISM) was employed to analyze the interrelationships and the driving and dependence power among key factors. The results show that “Environment Quality”, “Special Resource”, “Convenience”, “Food”, Service Quality”, and “Facilities” were the decisive factors affecting customer satisfaction. The findings offer important implications for hot spring management and practice. The contribution of this study is using a novel approach to establish a hierarchical structural model for comprehensive understanding of factor relationships that influence hot spring tourists’ satisfaction and to explore decisive factors which can help hot spring practitioners to better plan and design effective improvement strategies to attract potential new consumers and retain their current consumers, especially with limited resources.

Suggested Citation

  • Chuanmin Mi & Yetian Chen & Chiung-Shu Cheng & Joselyne Lucky Uwanyirigira & Ching-Torng Lin, 2019. "Exploring the Determinants of Hot Spring Tourism Customer Satisfaction: Causal Relationships Analysis Using ISM," Sustainability, MDPI, vol. 11(9), pages 1-20, May.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:9:p:2613-:d:228775
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    References listed on IDEAS

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    1. Lin, Ling-Zhong & Yeh, Huery-Ren, 2013. "Analysis of tour values to develop enablers using an interpretive hierarchy-based model in Taiwan," Tourism Management, Elsevier, vol. 34(C), pages 133-144.
    2. Yuksel, Atila & Yuksel, Fisun & Bilim, Yasin, 2010. "Destination attachment: Effects on customer satisfaction and cognitive, affective and conative loyalty," Tourism Management, Elsevier, vol. 31(2), pages 274-284.
    3. Rajesh, R., 2017. "Technological capabilities and supply chain resilience of firms: A relational analysis using Total Interpretive Structural Modeling (TISM)," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 161-169.
    4. Sparks, Beverley A. & So, Kevin Kam Fung & Bradley, Graham L., 2016. "Responding to negative online reviews: The effects of hotel responses on customer inferences of trust and concern," Tourism Management, Elsevier, vol. 53(C), pages 74-85.
    5. Yuh-Jen Chen & Yuh-Min Chen & Chien-Wei Fu, 2017. "Identifying Desirable Product Specifications from Target Customers’ Chinese eWOM," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 16(02), pages 545-572, March.
    6. Kaung-Hwa Chen & Feng-Hsiang Chang & Fang-Yu Liu, 2015. "Wellness Tourism among Seniors in Taiwan: Previous Experience, Service Encounter Expectations, Organizational Characteristics, Employee Characteristics, and Customer Satisfaction," Sustainability, MDPI, vol. 7(8), pages 1-26, August.
    7. Hiromi Kamata & Yuki Misui, 2015. "Why Do They Choose a SPA Destination? The Case of Japanese Tourists," Tourism Economics, , vol. 21(2), pages 283-305, April.
    8. Kirchherr, Julian & Piscicelli, Laura & Bour, Ruben & Kostense-Smit, Erica & Muller, Jennifer & Huibrechtse-Truijens, Anne & Hekkert, Marko, 2018. "Barriers to the Circular Economy: Evidence From the European Union (EU)," Ecological Economics, Elsevier, vol. 150(C), pages 264-272.
    9. Veasna, Sou & Wu, Wann-Yih & Huang, Chu-Hsin, 2013. "The impact of destination source credibility on destination satisfaction: The mediating effects of destination attachment and destination image," Tourism Management, Elsevier, vol. 36(C), pages 511-526.
    10. Chebat, Jean-Charles & Slusarczyk, Witold, 2005. "How emotions mediate the effects of perceived justice on loyalty in service recovery situations: an empirical study," Journal of Business Research, Elsevier, vol. 58(5), pages 664-673, May.
    11. Mizuno, Makoto & Saji, Akira & Sumita, Ushio & Suzuki, Hideo, 2008. "Optimal threshold analysis of segmentation methods for identifying target customers," European Journal of Operational Research, Elsevier, vol. 186(1), pages 358-379, April.
    12. Avinash, A. & Sasikumar, P. & Murugesan, A., 2018. "Understanding the interaction among the barriers of biodiesel production from waste cooking oil in India- an interpretive structural modeling approach," Renewable Energy, Elsevier, vol. 127(C), pages 678-684.
    13. Bouzon, Marina & Govindan, Kannan & Rodriguez, Carlos Manuel Taboada, 2015. "Reducing the extraction of minerals: Reverse logistics in the machinery manufacturing industry sector in Brazil using ISM approach," Resources Policy, Elsevier, vol. 46(P1), pages 27-36.
    14. Usakli, Ahmet & Baloglu, Seyhmus, 2011. "Brand personality of tourist destinations: An application of self-congruity theory," Tourism Management, Elsevier, vol. 32(1), pages 114-127.
    15. Machleit, Karen A. & Mantel, Susan Powell, 2001. "Emotional response and shopping satisfaction: Moderating effects of shopper attributions," Journal of Business Research, Elsevier, vol. 54(2), pages 97-106, November.
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    3. Wei-Ching Wang & Chung-Hsien Lin, 2021. "A Model for Sustainable Tourism Development of Hot Spring Destinations Following Poverty Alleviation: Understanding the Tourists’ Perspective," Sustainability, MDPI, vol. 13(17), pages 1-14, September.
    4. Anas A. Makki & Isam Y. Al-Filali, 2024. "Modeling the Strategic Enablers of Financial Sustainability in Saudi Higher Education Institutions Using an Integrated Decision-Making Trial and Evaluation Laboratory–Interpretive Structural Modeling ," Sustainability, MDPI, vol. 16(2), pages 1-23, January.
    5. Ammar Y. Alqahtani & Anas A. Makki, 2023. "A DEMATEL-ISM Integrated Modeling Approach of Influencing Factors Shaping Destination Image in the Tourism Industry," Administrative Sciences, MDPI, vol. 13(9), pages 1-30, September.

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