Modelling international tourism demand to Thailand: an augmented gravity approach

Samuel K. Y. Tong, Sharon G. M. Koh, A. K. L. Siah
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Abstract

International tourism demand has been cited as mostly following classical economic theory, which suggests that tourism demand is a function of economic factors such as income and price-related factors (Crouch, 1994; Nguyen et al., 2022; Rafiei & Abbaspoor, 2021). However, it has become evident that non-economic variables are also significant in explaining tourism demand (Tatoglu & Gul, 2019; Ulucak et al., 2020). Against this backdrop, Thailand presents an interesting case study as a unique country that has successfully managed political turbulence vis-à-vis a successful coup d’état while keeping the tourism industry resilient. As such, this paper aims to empirically investigate the determinants of inbound tourism to Thailand using an augmented gravity model that introduces institutional quality as a non-standard gravity variable. Although government institutions play a critical role in an economy, institutional quality remains neglected in the tourism literature. Preliminary insights derived from Ghalia et al. (2019) demonstrate that the quality of governance of such institutions and the absence of internal conflict boost tourism demand. In this note, institutional quality is computed based on five indicators (government stability, corruption, law and order, democratic accountability and bureaucracy quality) using paid data from International Country Risk Guide (ICRG). This aggregation reduces the risk of multicollinearity between the variables and is often used in the literature (Catrinescu et al., 2009). The note also captures the time effects of the COVID-19 pandemic.
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模拟国际旅游对泰国的需求:增强重力方法
国际旅游需求一直被引用为主要遵循古典经济理论,这表明旅游需求是经济因素的函数,如收入和价格相关因素(Crouch, 1994;Nguyen et al., 2022;Rafiei & Abbaspoor, 2021)。然而,很明显,非经济变量在解释旅游需求方面也很重要(Tatoglu & Gul, 2019;Ulucak et al., 2020)。在这种背景下,泰国是一个有趣的案例研究,它是一个独特的国家,成功地管理了政治动荡(-à-vis),成功地发动了政变,同时保持了旅游业的弹性。因此,本文旨在利用一个引入制度质量作为非标准重力变量的增强重力模型,对泰国入境旅游的决定因素进行实证研究。虽然政府机构在经济中发挥着关键作用,但在旅游文献中,制度质量仍然被忽视。Ghalia等人(2019)的初步见解表明,这些机构的治理质量和内部冲突的缺乏促进了旅游需求。在本报告中,制度质量是根据五个指标(政府稳定性、腐败、法律和秩序、民主问责制和官僚机构质量)计算的,使用的是国际国家风险指南(ICRG)的付费数据。这种聚合降低了变量之间多重共线性的风险,并经常在文献中使用(Catrinescu等人,2009)。该说明还阐述了COVID-19大流行的时间影响。
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