A Tool to Nowcast Tourist Overnight Stays with Payment Data and Complementary Indicators

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2024-02-19 DOI:10.1007/s40797-024-00266-6

Marta Crispino, Vincenzo Mariani

引用次数: 0

Abstract

This paper proposes a strategy for nowcasting tourist overnight stays in Italy by exploiting payment card data and Google Search indices. The strategy is applied to national and regional overnight stays at a time of a significant and unanticipated shock to tourism flows and payment habits (the COVID-19 pandemic). Our results show that indicators based on payment data are very informative for predicting tourist volumes, both at the national and at the regional level. Instead, the predictive power of Google Search data is more limited.

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利用支付数据和补充指标预报游客过夜情况的工具

本文通过利用支付卡数据和谷歌搜索指数，提出了一种预测意大利游客过夜停留时间的策略。该策略适用于全国和地区的过夜游客人数，当时旅游流和支付习惯（COVID-19 大流行病）受到了意料之外的重大冲击。我们的研究结果表明，基于支付数据的指标对于预测全国和地区的游客量非常有参考价值。相反，谷歌搜索数据的预测能力较为有限。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.