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Title: New evidence of dynamic links between tourism and economic growth based on mixed-frequency Granger causality tests
Authors: Liu, H
Song, H 
Issue Date: Sep-2018
Source: Journal of travel research, Sept. 2018, v. 57, no. 7, p. 899-907
Abstract: The relationship between tourism and economic growth has created a large body of literature investigating the hypotheses of tourism-led economic growth (TLEGH) and economy-driven tourism growth (EDTGH). In this article, we use mixed-frequency Granger causality tests to investigate the relationship between the two types of growth in Hong Kong from 1974 to 2016. Our analysis reveals the following empirical regularities. First, the hidden short-run causality of TLEGH is detected, and EDTGH is proved in the short run and also in the long run when Granger causality tests are performed in a mixed-frequency framework. Second, mixed-frequency Granger tests demonstrate more power in testing the TLEGH and EDTGH via the rejection frequencies (bootstrap p value). Finally, rolling Granger causality tests reveal an unstable relationship between tourism and economic growth in both magnitude and direction, and the relationship is highly economic- and tourism-event-dependent.
Keywords: Econometric model
Granger causality tests
Mixed-frequency time series
Tourism-led growth
Publisher: SAGE Publications
Journal: Journal of travel research 
ISSN: 0047-2875
EISSN: 1552-6763
DOI: 10.1177/0047287517723531
Rights: This is the accepted version of the publication "Liu, H., & Song, H. (2018). New Evidence of Dynamic Links between Tourism and Economic Growth Based on Mixed-Frequency Granger Causality Tests. Journal of Travel Research, 57(7), 899-907. Copyright © 2017 (The Author(s)). DOI: 10.1177/0047287517723531.”
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