隨著時代變遷，現代人生活模式改變，對休閒活動和旅遊的重視增加。政府將觀光產業視為重要發展方向，透過政策和設備提升促進觀光活動，期望增加國內外旅遊人數。依據交通部觀光局2011年至2019年共61,649筆來臺旅客消費及動向調查問卷資料，依來臺旅客不同之性別、年齡、年收入、教育程度、國籍等作為變項，探討影響交通運輸工具搭乘滿意度的因素，且進一步探究交通運輸工具搭乘滿意度對旅客來臺重遊意願的影響。
研究結果顯示，在計程車使用者中，女性、高教育程度 (大專及碩博士) 以及美加籍旅客顯示出相對較高的滿意度。捷運使用者中，女性、高教育程度、低年收入與美加籍旅客相對更滿意。對於臺鐵使用者，30歲以上、高教育程度、低年收入及美加籍旅客均呈現較高的滿意度。至於公民營客運，高教育程度、較低年收入，以及美加籍旅客表現出相對較高的滿意度。除此之外，各交通工具的滿意度對旅客來臺重遊意願有顯著正向影響。

As the times change and the modern lifestyle evolves, there is an increased emphasis on leisure activities and travel. The government views the tourism industry as a crucial development direction, aiming to promote tourism activities through policies and infrastructure enhancements in order to boost both domestic and international tourist numbers. Based on survey data from the Tourism Bureau of the Ministry of Transportation and Communications spanning from 2011 to 2019, totaling 61,649 responses, this study explores the factors influencing satisfaction with transportation modes among incoming tourists, considering variables such as gender, age, income, education level, and nationality. Furthermore, the study investigates the impact of satisfaction with transportation on tourists' willingness to revisit Taiwan.
The research findings reveal that among taxi users, females, individuals with higher education (college and postgraduate), and travelers from the USA and Canada exhibit relatively higher satisfaction levels. Within Mass Rapid Transit (MRT) users, females, those with higher education, individuals with lower income, and tourists from the USA and Canada express relatively higher satisfaction. For Taiwan Railway (TaiRail) users, individuals aged 30 and above, those with higher education, lower income, and tourists from the USA and Canada all demonstrate higher satisfaction. As for privately operated bus services, higher education, lower income, and tourists from the USA and Canada show relatively higher satisfaction levels. Furthermore, satisfaction with each of transportation significantly influences tourists' willingness to revisit Taiwan, exhibiting a positive correlation.

中文文獻
李映廷 (2018): “來臺觀光旅客之都市公共運具選擇,” 國立交通大學運輸與物流管理系碩士論文。
林煒翔 (2017): “蘇花改通車後對觀光客城際運具選擇之影響,” 國立交通大學管理學院運輸物流學程碩士班論文。
張育維·莊世杰·黃千容 (2014): “從交通渡輪到觀光交通渡輪-旗津渡輪服務品質的 Kano 二維品質模式應用,” 《島嶼觀光研究》, 7(1), 1-25。
陳秉立·閻永祺·孔憲法 (2019): “高齡者城鄉活動, 交通環境滿意度與活躍老化之關係,” 《建築與規劃學報》, 20(2), 79-95。
曾柏興·林軒緯 (2020): “布袋港觀光交通旅遊設施重要性與滿意度之調查,” 《航運季刊》, 29(4), 1-25。
英文文獻
Albalate, D., G. Bel (2010): “Tourism and urban public transport: Holding demand pressure under supply constraints.” Tourism management, 31(3), 425-433.
Björk, P., H. Kauppinen-Räisänen (2017): “Interested in eating and drinking? How food affects travel satisfaction and the overall holiday experience,” Scandinavian Journal of Hospitality and Tourism, 17(1), 9-26.
Connell, J., S. J. Page and T. Bentley (2009): “Towards sustainable tourism planning in New Zealand: Monitoring local government planning under the Resource Management Act.” Tourism Management, 30(6), 867-877.
Crouch, G. I., J. B. Ritchie (1999): “Tourism, competitiveness, and societal prosperity.” Journal of Business Research, 44(3), 137-152.
Currie, C., P. Falconer (2014): “Maintaining sustainable island destinations in Scotland: The role of the transport–tourism relationship.” Journal of Destination Marketing & Management, 3(3), 162-172.
Dinu, A. M. (2018): “The importance of transportation to tourism development,” Academic Journal of Economic Studies, 4(4), 183-187.
Divisekera, S. (2003): “A model of demand for international tourism,” Annals of Tourism Research, 30(1), 31-49.
Hall, T. M., D. W. Waugh, K. A. Boering, and R. A. Plumb (1999): “Evaluation of transport in stratospheric models.” Journal of Geophysical Research: Atmospheres, 104(15), 18815-18839.
Kamrul Hasan, M., A. Rageh Ismail and F. Islam (2017): “Tourist risk perceptions and revisit intention: A critical review of literature,” Cogent Business and Management, 4(1), 1-21.
Khadaroo, J., B. Seetanah (2008): “Transport and economic performance: The case of Mauritius.” Journal of Transport Economics and Policy, 42(2), 255-267.
Khuong, M. N., P. A. Nguyen (2017): “Factors affecting tourist destination satisfaction and return intention–a study in Ho Chi Minh City, Vietnam,” Journal of Economics, Business and Management, 5(2), 95-102.
Lohmann, G., D. T. Duval (2014): Destination morphology: A new framework to understand tourism–transport issues.” Journal of Destination Marketing & Management, 3(3), 133-136.
Martin, C. A., S. F. Witt(1988): “Substitute prices in models of tourism demand.” Annals of Tourism Research, 15(2), 255-268.
Prideaux, B. (2000): “The role of the transport system in destination development.” Tourism Management, 21(1), 53-63.
Quintal, V. A., A. Polczynski (2010): “Factors influencing tourists' revisit intentions,” Asia Pacific Journal of Marketing and Logistics, 22(4), 554-578.
Suanmali, S. (2014): “Factors affecting tourist satisfaction: An empirical study in the northern part of Thailand,” SHS web of Conferences, 12, 1-9.
Thompson, K., P. Schofield (2007): An investigation of the relationship between public transport performance and destination satisfaction. Journal of Transport Geography, 15(2), 136-144.
Tsui, K. W. H. (2017): Does a low-cost carrier lead the domestic tourism demand and growth of New Zealand.” Tourism Management, 60, 390-403.
Virkar, A. R., P. D. Mallya (2018): “A review of dimensions of tourism transport affecting tourist satisfaction,” Indian Journal of Commerce and Management Studies, 9(1), 72-80.
Zajac, G. (2016): “The role of air transport in the development of international tourism,” Journal of International Trade, Logistics and Law, 2(1), 1-8