IDEAS home Printed from https://ideas.repec.org/a/mgt/youmgt/v14y2016i1p31-53.html
   My bibliography  Save this article

Tourism and Economic Growth in South Africa: Evidence from Linear and Nonlinear Cointegration Frameworks

Author

Listed:
  • Andrew Phiri

    (NorthWest University, South Africa)

Abstract

Tourism is increasingly being recognized as an essential component of economic growth in South Africa. The purpose of this study is to examine cointegration and causal effects between tourism and economic growth in South Africa for annual data collected between 1995 and 2014. To this end, the paper contrasts two empirical approaches; (1) Engle and Granger (1987) linear cointegration framework, and (2) Enders and Granger (1998) nonlinear cointegration framework. Furthermore, two empirical measures of tourism development are used in the study, namely; tourist receipts and number of international tourist arrivals. The empirical results of the linear framework supports the tourism-led growth hypothesis when tourist receipts are used as a measure of tourismdevelopment.However, the nonlinear framework depicts bi-directional causality between tourist receipts and economic growth. Also, the linear framework supports the economic growth-driven-tourism-hypothesis for tourist arrivals whereas the nonlinear framework depicts no causality between tourist arrivals and economic growth.

Suggested Citation

  • Andrew Phiri, 2016. "Tourism and Economic Growth in South Africa: Evidence from Linear and Nonlinear Cointegration Frameworks," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 14(1 (Spring), pages 31-53.
  • Handle: RePEc:mgt:youmgt:v:14:y:2016:i:1:p:31-53
    as

    Download full text from publisher

    File URL: http://www.fm-kp.si/zalozba/ISSN/1581-6311/14_31-53.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Chia-Lin Chang & Thanchanok Khamkaew & Michael McAleer, 2012. "IV Estimation of a Panel Threshold Model of Tourism Specialization and Economic Development," Tourism Economics, , vol. 18(1), pages 5-41, February.
    2. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    3. Enders, Walter & Siklos, Pierre L, 2001. "Cointegration and Threshold Adjustment," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 166-176, April.
    4. Jacint Balaguer & Manuel Cantavella-Jorda, 2002. "Tourism as a long-run economic growth factor: the Spanish case," Applied Economics, Taylor & Francis Journals, vol. 34(7), pages 877-884.
    5. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    6. Samina Khalil & Mehmood Khan Kakar & Waliullah, 2007. "Role of Tourism in Economic Growth: Empirical Evidence from Pakistan Economy," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 46(4), pages 985-995.
    7. Edgar J Sanchez Carrera & W. Adrian Risso & Juan Gabriel Brida, 2008. "Tourism's Impact on Long-Run Mexican Economic Growth," Economics Bulletin, AccessEcon, vol. 3(21), pages 1-8.
    8. E. Çaglayan & N. Sak & K. Karymshakov, 2012. "Relationship between Tourism and Economic Growth: A Panel Granger Causality Approach," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 2(5), pages 591-602, September.
    9. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    10. Chang, C-L. & Khamkaew, T. & McAleer, M.J., 2009. "A Panel Threshold Model of Tourism Specialization and Economic Development," Econometric Institute Research Papers EI 2009-40, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    11. Abdulnasser Hatemi-J & Rangan Gupta & Axel Kasongo & Thabo Mboweni & Ndivhuho Netshitenzhe, 2014. "Are there Asymmetric Causal Relationships between Tourism and Economic Growth in a Panel of G-7 Countries?," Working Papers 201476, University of Pretoria, Department of Economics.
    12. Chou, Ming Che, 2013. "Does tourism development promote economic growth in transition countries? A panel data analysis," Economic Modelling, Elsevier, vol. 33(C), pages 226-232.
    13. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    14. Adamos Adamou & Sofronis Clerides, 2009. "Tourism, Development and Growth: International Evidence and Lessons for Cyprus," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 3(2), pages 3-22, December.
    15. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    16. Po, Wan-Chen & Huang, Bwo-Nung, 2008. "Tourism development and economic growth–a nonlinear approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(22), pages 5535-5542.
    17. Mehmet Balcilar & Rene頶an Eyden & Roula Inglesi-Lotz & Rangan Gupta, 2014. "Time-varying linkages between tourism receipts and economic growth in South Africa," Applied Economics, Taylor & Francis Journals, vol. 46(36), pages 4381-4398, December.
    18. Sheng-Chieh Pan & Shiao-Yen Liu & Po-Chin Wu, 2014. "Re-Testing the Tourism-Led Growth Hypothesis Using Panel Smooth Transition Regression Models," Tourism Economics, , vol. 20(1), pages 39-50, February.
    19. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    20. Enders, Walter & Granger, Clive W J, 1998. "Unit-Root Tests and Asymmetric Adjustment with an Example Using the Term Structure of Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(3), pages 304-311, July.
    21. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    22. Yu-Shan Wang, 2012. "Research Note: Threshold Effects on Development of Tourism and Economic Growth," Tourism Economics, , vol. 18(5), pages 1135-1141, October.
    23. Nikolaos Dritsakis, 2012. "Tourism Development and Economic Growth in Seven Mediterranean Countries: A Panel Data Approach," Tourism Economics, , vol. 18(4), pages 801-816, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wu, Po-Chin & Liu, Shiao-Yen & Hsiao, Juei-Ming & Huang, Tsai-Yuan, 2016. "Nonlinear and time-varying growth-tourism causality," Annals of Tourism Research, Elsevier, vol. 59(C), pages 45-59.
    2. Balsalobre-Lorente, Daniel & Driha, Oana M. & Sinha, Avik, 2020. "The dynamic effects of globalization process in analysing N-shaped tourism led growth hypothesis," MPRA Paper 100078, University Library of Munich, Germany.
    3. Bothwell Nyoni & Andrew Phiri, 2018. "The Electricity-growth Nexus in South Africa: Evidence from Asymmetric Cointegration and Co-feature Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 8(6), pages 80-88.
    4. Jorge V Pérez-Rodríguez & Heiko Rachinger & María Santana-Gallego, 2022. "Does tourism promote economic growth? A fractionally integrated heterogeneous panel data analysis," Tourism Economics, , vol. 28(5), pages 1355-1376, August.
    5. Ronald Ravinesh Kumar & Peter Josef Stauvermann & Nikeel Kumar & Syed Jawad Hussain Shahzad, 2019. "Exploring the effect of ICT and tourism on economic growth: a study of Israel," Economic Change and Restructuring, Springer, vol. 52(3), pages 221-254, August.
    6. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    7. İbrahim Hüseyni, & Ömer Doru, & Ahmet Tunç, 2017. "The Effects Of Tourism Revenues On Economic Growth In The Context Of Neo-Classical Growth Model: In The Case Of Turkey," EcoForum, "Stefan cel Mare" University of Suceava, Romania, Faculty of Economics and Public Administration - Economy, Business Administration and Tourism Department., vol. 6(1), pages 1-2, January.
    8. Pilbeam, K. & Litsios, I., 2015. "An Empirical Analysis of the Nexus between Investment, Fiscal Balances and Current Account Balances in Greece, Portugal and Spain," Working Papers 15/18, Department of Economics, City University London.
    9. Muhammad Shahbaz & Ramzi Benkraiem & Anthony Miloudi & Aviral Kumar Tiwari, 2019. "Tourism-induced financial development in Malaysia: New evidence from the tourism development index," Tourism Economics, , vol. 25(5), pages 757-778, August.
    10. Litsios, Ioannis & Pilbeam, Keith, 2017. "An empirical analysis of the nexus between investment, fiscal balances and current account balances in Greece, Portugal and Spain," Economic Modelling, Elsevier, vol. 63(C), pages 143-152.
    11. Balsalobre-Lorente, Daniel & Driha, Oana M. & Shahbaz, Muhammad & Sinha, Avik, 2020. "The effects of tourism and globalization over environmental degradation in developed countries," MPRA Paper 100092, University Library of Munich, Germany.
    12. Caraiani, Chirața & Lungu, Camelia I. & Dascălu, Cornelia, 2015. "Energy consumption and GDP causality: A three-step analysis for emerging European countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 198-210.
    13. Hakim, Md Mahbubul & Merkert, Rico, 2016. "The causal relationship between air transport and economic growth: Empirical evidence from South Asia," Journal of Transport Geography, Elsevier, vol. 56(C), pages 120-127.
    14. Chen, Sheng-Tung & Kuo, Hsiao-I & Chen, Chi-Chung, 2007. "The relationship between GDP and electricity consumption in 10 Asian countries," Energy Policy, Elsevier, vol. 35(4), pages 2611-2621, April.
    15. Shahbaz, Muhammad & Kumar, Ronald Ravinesh & Ivanov, Stanislav & Loganathan, Nanthakumar, 2015. "Nexus between Tourism demand and output per capita with relative importance of trade and financial development: A study of Malaysia," MPRA Paper 67226, University Library of Munich, Germany, revised 11 Oct 2015.
    16. Andries, Natalia & Billon, Steve, 2016. "Retail bank interest rate pass-through in the euro area: An empirical survey," Economic Systems, Elsevier, vol. 40(1), pages 170-194.
    17. Zambrano-Monserrate, Manuel A. & Silva-Zambrano, Carlos A. & Davalos-Penafiel, Jose L. & Zambrano-Monserrate, Andrea & Ruano, Maria Alejandra, 2018. "Testing environmental Kuznets curve hypothesis in Peru: The role of renewable electricity, petroleum and dry natural gas," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 4170-4178.
    18. Jalil, Abdul & Mahmood, Tahir & Idrees, Muhammad, 2013. "Tourism–growth nexus in Pakistan: Evidence from ARDL bounds tests," Economic Modelling, Elsevier, vol. 35(C), pages 185-191.
    19. Jun Zhang & Li Cheng, 2019. "Threshold Effect of Tourism Development on Economic Growth Following a Disaster Shock: Evidence from the Wenchuan Earthquake, P.R. China," Sustainability, MDPI, vol. 11(2), pages 1-22, January.
    20. Anthony N. Rezitis & Shaikh Mostak Ahammad, 2017. "Sectoral Growth and Energy Consumption in South and Southeast Asian Countries: Evidence from a Panel Data Approach," Review of Economics & Finance, Better Advances Press, Canada, vol. 10, pages 1-17, November.

    More about this item

    Keywords

    tourism receipts; tourist arrivals; economic growth; South Africa;
    All these keywords.

    JEL classification:

    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling
    • Z0 - Other Special Topics - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:mgt:youmgt:v:14:y:2016:i:1:p:31-53. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Alen Jezovnik (email available below). General contact details of provider: https://edirc.repec.org/data/fmkupsi.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.