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Erschienen in: Empirical Economics 2/2023

07.01.2023

Does the shadow economy matter for tourism consumption? New global evidence

verfasst von: Canh Phuc Nguyen, Binh Quang Nguyen

Erschienen in: Empirical Economics | Ausgabe 2/2023

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Abstract

This paper analyses the effects of the shadow economy on the total tourism spending of citizens for 84 countries from 1995 to 2017. The empirical framework is that of panel quantile regression with fixed effects. We also analyse the simultaneous effects of the shadow economy on domestic and outbound tourism spending using seemingly unrelated regressions. We first show that increases in the shadow economy appear to reduce total tourism spending: the increases are less dominant in countries with higher levels of travel activities. Moreover, the shadow economy negatively affects domestic and outbound tourism spending in the global sample, while different effects exist in subsamples. Lastly, we show that for the two sub-periods (1995–2007 and 2008–2017), the effects of the shadow economy on total tourism spending are mostly consistent in both periods except for statistically insignificant effects in the case of low- and lower-middle-income countries. The effects of the shadow economy on domestic and outbound tourism are also consistent in the two periods. However, the shadow economy exerted a significant positive impact on outbound tourism for upper-middle-income countries after the 2008 global financial crisis.

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Fußnoten
1
Results were calculated by the author(s) from the tourism spending data of every economy from the World Travel and Tourism Council (real values). Tourism consumption in 2020 dropped severely due to the COVID-pandemic and may not fully reflect the size of tourism markets for the period 1995–2019; thus, we do not present this here.
 
2
More detail about the structural quantile functions (or the instrumental variable quantile regression) can be found on page 17 and in Table 10, Appendix.
 
3
It is worth noting that these databases contain some of the most reliable data on the shadow economy.
 
4
We are thankful to an anonymous reviewer for their helpful comment.
 
5
The price level in the destination country is more important for decision-making by tourists undertaking outbound travel. However, this study focuses on the aggregate data for outbound tourism spending rather than bilateral tourism spending. Therefore, we use domestic price levels in the function of outbound tourism spending with the implication that an increase in domestic price levels would raise the relative price of domestic tourism services in comparison with outbound travel. The increase in relative price would then motivate tourists to choose outbound travel in exchange for domestic travel. We appreciate a helpful comment from an anonymous reviewer on this point.
 
6
Tourists’ travel decisions are linked strongly to their income (in an aggregate manner, GDP); and the literature of the shadow economy indicates that informal economic activities are a pervasive sector in the process of economic development (Medina and Schneider 2019).
 
7
This study performed the panel Granger non-causality test by Dumitrescu and Hurlin (2012) to examine statistical causality between the shadow economy and tourism spending. The results can be provided upon request. The results imply that there may be statistical evidence of mutual causality between the shadow economy and tourism spending.
 
8
We ran 20 bootstrap replications.
 
10
It is important to note that the data for tax complexity were only available for 2016, 2018, and 2020, while data on the percentages of the population who borrowed from a formal financial institution were also missing for several countries. Therefore, we only included these analyses for robustness checks. We appreciate the thoughtful comment from an anonymous reviewer.
 
11
Total tourism spending is the sum of domestic and outbound tourism spending.
 
12
Since international travel also uses the services of domestic tourism businesses.
 
Literatur
Zurück zum Zitat Aradhyula S, Tronstad R (2003) Does tourism promote cross-border trade? Am J Agr Econ 85(3):569–579CrossRef Aradhyula S, Tronstad R (2003) Does tourism promote cross-border trade? Am J Agr Econ 85(3):569–579CrossRef
Zurück zum Zitat Awasthi R, Engelschalk M (2018) Taxation and the shadow economy: how the tax system can stimulate and enforce the formalization of business activities. World Bank Policy Research Working Paper. Washigton, D.C., US: World Bank Awasthi R, Engelschalk M (2018) Taxation and the shadow economy: how the tax system can stimulate and enforce the formalization of business activities. World Bank Policy Research Working Paper. Washigton, D.C., US: World Bank
Zurück zum Zitat Barham BL, Melo AP, Hertz T (2020) Earnings, wages, and poverty outcomes of US farm and low-skill workers. Appl Econ Perspect Policy 42(2):307–334CrossRef Barham BL, Melo AP, Hertz T (2020) Earnings, wages, and poverty outcomes of US farm and low-skill workers. Appl Econ Perspect Policy 42(2):307–334CrossRef
Zurück zum Zitat Bookman M (2007) Medical tourism in developing countries. Springer, Berlin, GermanyCrossRef Bookman M (2007) Medical tourism in developing countries. Springer, Berlin, GermanyCrossRef
Zurück zum Zitat Brau R, Maria Pinna A (2013) Movements of people for movements of goods? The World Economy 36(10):1318–1332CrossRef Brau R, Maria Pinna A (2013) Movements of people for movements of goods? The World Economy 36(10):1318–1332CrossRef
Zurück zum Zitat Buckley R, Gretzel U, Scott D, Weaver D, Becken S (2015) Tourism megatrends. Tour Recreat Res 40(1):59–70 Buckley R, Gretzel U, Scott D, Weaver D, Becken S (2015) Tourism megatrends. Tour Recreat Res 40(1):59–70
Zurück zum Zitat Choi JP, Thum M (2005) Corruption and the shadow economy. Int Econ Rev 46(3):817–836CrossRef Choi JP, Thum M (2005) Corruption and the shadow economy. Int Econ Rev 46(3):817–836CrossRef
Zurück zum Zitat Dixit SK (2020) Tourism in India, vol 31. Taylor & Francis, USA, pp 177–180 Dixit SK (2020) Tourism in India, vol 31. Taylor & Francis, USA, pp 177–180
Zurück zum Zitat Enste DH (2018) The shadow economy in OECD and EU accession countries–empirical evidence for the influence of institutions, liberalization, taxation and regulation. In: Bajada C, Schneider F (eds) Size, causes and consequences of the underground economy: an international perspective. Routledge, London, UK, pp 123–138CrossRef Enste DH (2018) The shadow economy in OECD and EU accession countries–empirical evidence for the influence of institutions, liberalization, taxation and regulation. In: Bajada C, Schneider F (eds) Size, causes and consequences of the underground economy: an international perspective. Routledge, London, UK, pp 123–138CrossRef
Zurück zum Zitat Eugenio-Martin JL (2003) Modelling determinants of tourism demand as a five-stage process: a discrete choice methodological approach. Tour Hosp Res 4(4):341–354CrossRef Eugenio-Martin JL (2003) Modelling determinants of tourism demand as a five-stage process: a discrete choice methodological approach. Tour Hosp Res 4(4):341–354CrossRef
Zurück zum Zitat Fishbein M, Ajzen E (1975) Belief, attitude, intention and behavior: an introduction to theory and research. Addison-Wesley Fishbein M, Ajzen E (1975) Belief, attitude, intention and behavior: an introduction to theory and research. Addison-Wesley
Zurück zum Zitat Hajilee M, Stringer DY, Hayes LA (2021) On the link between the shadow economy and stock market development: an asymmetry analysis. Q Rev Econ Financ 80:303–316CrossRef Hajilee M, Stringer DY, Hayes LA (2021) On the link between the shadow economy and stock market development: an asymmetry analysis. Q Rev Econ Financ 80:303–316CrossRef
Zurück zum Zitat Hao L, Naiman DQ (2007) Quantile regression. Thousand Oaks, CaliforniaCrossRef Hao L, Naiman DQ (2007) Quantile regression. Thousand Oaks, CaliforniaCrossRef
Zurück zum Zitat Huang S, Keating BW, Kriz A, Heung V (2015) Chinese outbound tourism: an epilogue. J Travel Tour Mark 32(1–2):153–159CrossRef Huang S, Keating BW, Kriz A, Heung V (2015) Chinese outbound tourism: an epilogue. J Travel Tour Mark 32(1–2):153–159CrossRef
Zurück zum Zitat Kaosa-ard M, Bezic D, White S (2013) Domestic tourism in Thailand: supply and demand. The native tourist Routledge, USA, pp 123–155 Kaosa-ard M, Bezic D, White S (2013) Domestic tourism in Thailand: supply and demand. The native tourist Routledge, USA, pp 123–155
Zurück zum Zitat Markina IA, Sharkova AV, Barna MY (2018) Entrepreneurship in the shadow economy: the case study of Russia and Ukraine. Int J Entrep 22(3):1–13 Markina IA, Sharkova AV, Barna MY (2018) Entrepreneurship in the shadow economy: the case study of Russia and Ukraine. Int J Entrep 22(3):1–13
Zurück zum Zitat Martin CA, Witt SF (1987) Tourism demand forecasting models: choice of appropriate variable to represent tourists’ cost of living. Tour Manag 8(3):233–246CrossRef Martin CA, Witt SF (1987) Tourism demand forecasting models: choice of appropriate variable to represent tourists’ cost of living. Tour Manag 8(3):233–246CrossRef
Zurück zum Zitat Medina L, Schneider F (2018) Shadow economies around the world: what did we learn over the last 20 years? IMF working paper. Washington, D.C., US: IMF. Medina L, Schneider F (2018) Shadow economies around the world: what did we learn over the last 20 years? IMF working paper. Washington, D.C., US: IMF.
Zurück zum Zitat Medina L, Schneider F (2019) Shedding light on the shadow economy: a global database and the interaction with the official one. CESifo working papers. Munich, Germany: Munich Society for the Promotion of Economic Research -CESifo-GmbH. Medina L, Schneider F (2019) Shedding light on the shadow economy: a global database and the interaction with the official one. CESifo working papers. Munich, Germany: Munich Society for the Promotion of Economic Research -CESifo-GmbH.
Zurück zum Zitat Phuc NC, Christophe S, Thanh DS (2022) The determinants of outbound tourism: a revisit of socioeconomic and environmental conditions. Tourism Analysis (in press) Phuc NC, Christophe S, Thanh DS (2022) The determinants of outbound tourism: a revisit of socioeconomic and environmental conditions. Tourism Analysis (in press)
Zurück zum Zitat Poliquin CW (2018) The Effect of the Internet on Wages. University of California working paper Poliquin CW (2018) The Effect of the Internet on Wages. University of California working paper
Zurück zum Zitat Schneider F, Kearney A (2013) The shadow economy in Europe. Johannes Kepler Universitat, LinzCrossRef Schneider F, Kearney A (2013) The shadow economy in Europe. Johannes Kepler Universitat, LinzCrossRef
Zurück zum Zitat Schneider F, Williams C (2013) The shadow economy. The Institute of Economic Affairs, Edward Elgar Schneider F, Williams C (2013) The shadow economy. The Institute of Economic Affairs, Edward Elgar
Zurück zum Zitat Schneider F (2015b) Size and development of the shadow economy of 31 European and 5 Other OECD countries from 2003 to 2014: different developments?. J Self-Gov Manag Econ 3(4):7–29 Schneider F (2015b) Size and development of the shadow economy of 31 European and 5 Other OECD countries from 2003 to 2014: different developments?. J Self-Gov Manag Econ 3(4):7–29
Zurück zum Zitat Smeral E (2010) Impacts of the world recession and economic crisis on tourism: forecasts and potential risks. J Travel Res 49(1):31–38CrossRef Smeral E (2010) Impacts of the world recession and economic crisis on tourism: forecasts and potential risks. J Travel Res 49(1):31–38CrossRef
Zurück zum Zitat Vujko A, Tretiakova TN, Petrovic MD, Radovanovic M, Gajic T, Vukovic D (2019) Women’s empowerment through self-employment in tourism. Ann Tour Res 76:328–330CrossRef Vujko A, Tretiakova TN, Petrovic MD, Radovanovic M, Gajic T, Vukovic D (2019) Women’s empowerment through self-employment in tourism. Ann Tour Res 76:328–330CrossRef
Zurück zum Zitat WTTC (2020) Travel & tourism economic impact 2019. In: GG Manzo (Ed.). London SE1 0HR, United Kingdom: World Travel & Tourism Council WTTC (2020) Travel & tourism economic impact 2019. In: GG Manzo (Ed.). London SE1 0HR, United Kingdom: World Travel & Tourism Council
Metadaten
Titel
Does the shadow economy matter for tourism consumption? New global evidence
verfasst von
Canh Phuc Nguyen
Binh Quang Nguyen
Publikationsdatum
07.01.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
Empirical Economics / Ausgabe 2/2023
Print ISSN: 0377-7332
Elektronische ISSN: 1435-8921
DOI
https://doi.org/10.1007/s00181-022-02354-x

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