How broadband internet shapes household tourism decisions: a double/debiased machine learning-based difference-in-difference approach

互联网 旅游 宽带 业务 显著性差异 差异中的差异 计算机科学 营销 计量经济学 电信 地理 经济 统计 万维网 数学 考古
作者
Haowen Jia
出处
期刊:Journal of Hospitality and Tourism Technology [Emerald Publishing Limited]
卷期号:16 (2): 326-345 被引量:7
标识
DOI:10.1108/jhtt-02-2024-0102
摘要

Purpose This study aims to examine the influence of broadband internet on Chinese households’ tourism decisions and spending patterns. It reveals the transformative potential of digital connectivity in enhancing tourism activity. Design/methodology/approach Using a rigorous double/debiased machine learning-based difference-in-difference (DMLDiD) method and extensive panel data, this research quantitatively analyzes the impact of broadband on household tourism engagement and financial allocations. It incorporates comprehensive robustness checks, including placebo tests and algorithm variations, to ensure the validity of the findings. Findings Within households with broadband access, the results indicate a significant increase of 3.54% and 31.24% in tourism participation and tourism-related expenditures, respectively. This study attributes these outcomes to enhanced household incomes, facilitated online transactions and alleviated credit constraints, highlighting notable disparities in impact across urban versus rural settings and among distinct demographic categories. Additionally, the moderating effects of marital status and household size reveal that married households and a greater number of members tend to leverage broadband access more effectively for making tourism-related decisions and expenditures. Originality/value By pioneering the application of the DMLDiD approach to examine household financial behaviors toward tourism, this study contributes novel insights to the economic discourse on the role of digital infrastructure in tourism development. It offers empirical evidence and strategic implications for policymakers and industry professionals who seek to leverage digital connectivity to enhance tourism.
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