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Tourism and Economic Development

A Multivariate Panel Granger Causality Test

Bibliographic Data

ID12974302
AuthorsTsung‐Pao Wu (Guangdong Polytechnic of Science and Technology), Hung‐Che Wu (0000-0001-5282-8473, Sun Yat-sen University, corresponding author), Cheng-Feng Wu (0000-0003-0137-8542, Wuchang University of Technology), Feng Chen (0000-0002-9129-7895, Beijing Institute of Technology), Su-Tsung Wu (Sun Yat-sen University)
Year2020
Volume18
Issue2
Pages327-349
Publication date2020-11-01
Peer ReviewedYes
Open AccessNo
TypeARTICLE
VenueJournal of China Tourism Research (JOURNAL)
Journal identifiersISSN: 1938-8160 • E-ISSN: 1938-8179
PublisherTaylor & Francis (PUBLISHER • GB)
DOI10.1080/19388160.2020.1824836
OpenAlexW3096732443
LanguageEN
Citations received3
References cited63

This study applies a recently developed bootstrap multivariate panel Granger causality test to examine the causal relationship between international tourism receipts and economic growth in 20 regions of China for the period from 1995 to 2018. The results support evidence for the growth hypothesis in regions, such as Anhui, Henan, Hubei, Ningxia, and Shaanxi. A reverse relationship supports evidence of the conservation hypothesis for regions, such as Hunan and Inner Mongolia. In addition, a reciprocal causal relationship was found in Guangxi, Qinghai, Tibet, and Yunnan while the result of a neutrality hypothesis supported 9 of these 20 major regions (i.e., Chognqing, Gansu, Guizhou, Heilongjiang, Jiangxi, Jilin, Shanxi, Sichuan, and Xinjiang)

Biology · Causality (physics · China · Econometrics · Economic geography · Economics · Geography · Granger causality · Multivariate statistics · Neutrality · Panel data · Political science · Statistics · Test (biology · Tourism · Diverse Aspects of Tourism Research · Energy, Environment, Economic Growth · Fiscal Policy and Economic Growth · Mathematics · Ecology

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    Open Access•Mohammad Ridwan, Iasmin Akter et al.•Sustainable Development•2026

  • Efficient Inference in a Random Coefficient Regression Model

    P A V B SWAMY•Econometrica•1970

  • Statistical inference in vector autoregressions with possibly integrated processes

    Open Access•Hiro Y Toda, Taku Yamamoto•Journal of Econometrics•1995

  • Has the tourism-led growth hypothesis been validated? A literature review

    Juan Gabriel Brida, Isabel Cortes-Jimenez et al.•Current Issues in Tourism•2016

  • A Parametric approach to the Estimation of Cointegration Vectors in Panel Data

    Jorg Breitung•Econometric Reviews•2005

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    Open Access•M Hashem Pesaran, Aman Ullah et al.•The Econometrics Journal•2008

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    Open Access•Cem Işik, Tarik Dogru et al.•International Journal of Tourism…•2018

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    Open Access•M Hashem Pesaran•SSRN Electronic Journal•2004

  • The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics

    Trevor Breusch, T S Breusch et al.•The Review of Economic Studies•1980

  • Testing slope homogeneity in large panels

    Open Access•M Hashem Pesaran, Takashi Yamagata•Journal of Econometrics•2008

  • An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias

    Arnold Zellner•Journal of the American…•1962

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    Jacint Balaguer, Manuel Cantavella-Jordá•Applied Economics•2002

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    Open Access•Robin Nunkoo•Tourism Management•2015

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    Open Access•Chi-Ok Oh, Chi‐ok Oh•Tourism Management•2005

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    Open Access•Can Tansel Tugcu•Tourism Management•2014

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    Open Access•Chen-Fen Chen, Ching-Fu Chen et al.•Tourism Management•2009

  • The impacts of international tourism demand on economic growth of small economies dependent on tourism

    Open Access•Stefan F Schubert, Juan Gabriel Brida et al.•Tourism Management•2011

  • Is tourism an engine for economic recovery? Theory and empirical evidence

    Open Access•Tarik Dogru, Umit Bulut•Tourism Management•2018

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  • Tourism

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  • Foreign Exchange Constraints in Economic Development and Efficient Aid Allocation

    Ronald I Mckinnon•The Economic Journal•1964

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Unique citing works3
Citations per year1,5
Citation span2024 - 2026 (3)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 3

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