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An exploration of dynamic relationship between tourist arrivals, inflation, unemployment and crime rates in Malaysia

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  • Chor Foon Tang

Abstract

Purpose - The main purpose of this study is to examine the dynamic relationship between tourist arrivals, inflation, unemployment and crime rates in Malaysia. This study covered the annual data from 1970 to 2008. Design/methodology/approach - The multivariate Johansen‐Juselius cointegration test is employed to examine the potential long‐run equilibrium relationship. While the Granger causality test within the vector error‐correction modelling (VECM) framework is applied to determine the causal relationship between crime rate and its determinants. Findings - The Johansen‐Juselius cointegration test result reveals that the variables are cointegrated and the dynamic ordinary least squares estimator suggest that unemployment, inflation and tourist arrivals are positively related to crime rates in Malaysia. For Granger causality, in the long‐run tourist arrivals, inflation and unemployment rates Granger cause crime rate in Malaysia. However, in the short run we find bilateral causality between unemployment, crime and tourist arrivals. Finally, the variance decompositions and impulse response functions analyses implied that unemployment, inflation and tourist arrivals are important in explaining the variation in crime for Malaysia. Originality/value - The estimated crime rate function for Malaysia demonstrated that promoting supply‐side economy and also increases the numbers of police and patrolling duties in the potential crime areas will reduce the crime rate in Malaysia and in the same time attract more tourist arrivals to Malaysia.

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  • Chor Foon Tang, 2011. "An exploration of dynamic relationship between tourist arrivals, inflation, unemployment and crime rates in Malaysia," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 38(1), pages 50-69, January.
  • Handle: RePEc:eme:ijsepp:v:38:y:2011:i:1:p:50-69
    DOI: 10.1108/03068291111091963
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    1. Gary S. Becker, 1974. "Crime and Punishment: An Economic Approach," NBER Chapters, in: Essays in the Economics of Crime and Punishment, pages 1-54, National Bureau of Economic Research, Inc.
    2. Johansen, Soren, 1992. "Determination of Cointegration Rank in the Presence of a Linear Trend," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 383-397, August.
    3. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    4. Schwert, G William, 2002. "Tests for Unit Roots: A Monte Carlo Investigation," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 5-17, January.
    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. Darryl Holden & Roger Perman, 1994. "Unit Roots and Cointegration for the Economist," Palgrave Macmillan Books, in: B. Bhaskara Rao (ed.), Cointegration, chapter 3, pages 47-112, Palgrave Macmillan.
    7. Ahking, Francis W., 2002. "Model mis-specification and Johansen's co-integration analysis: an application to the US money demand," Journal of Macroeconomics, Elsevier, vol. 24(1), pages 51-66, March.
    8. Haug, Alfred A., 1996. "Tests for cointegration a Monte Carlo comparison," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 89-115.
    9. Hooi Hooi Lean & Russell Smyth, 2008. "Are Malaysia's Tourism Markets Converging? Evidence from Univariate and Panel Unit Root Tests with Structural Breaks," Tourism Economics, , vol. 14(1), pages 97-112, March.
    10. Osterwald-Lenum, Michael, 1992. "A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 461-472, August.
    11. Tang, Chor Foon & Lean, Hooi Hooi, 2009. "New evidence from the misery index in the crime function," Economics Letters, Elsevier, vol. 102(2), pages 112-115, February.
    12. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    13. 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.
    14. Phillips, P.C.B., 1986. "Understanding spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 33(3), pages 311-340, December.
    15. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    16. Lutz Kilian, 1999. "Finite-Sample Properties of Percentile and Percentile-t Bootstrap Confidence Intervals for Impulse Responses," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 652-660, November.
    17. Pantula, Sastry G., 1989. "Testing for Unit Roots in Time Series Data," Econometric Theory, Cambridge University Press, vol. 5(2), pages 256-271, August.
    18. Stock, James H. & Watson, Mark W., 1989. "Interpreting the evidence on money-income causality," Journal of Econometrics, Elsevier, vol. 40(1), pages 161-181, January.
    19. repec:ebl:ecbull:v:11:y:2004:i:1:p:1-9 is not listed on IDEAS
    20. Lutz Kilian, 1998. "Small-Sample Confidence Intervals For Impulse Response Functions," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 218-230, May.
    21. Muzafar Shah Habibullah & A.H. Baharom, 2009. "Crime and economic conditions in Malaysia," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 36(11), pages 1071-1081, September.
    22. Baharom, A.H. & Habibullah, M.S., 2008. "Crime and Income Inequality: The Case of Malaysia," MPRA Paper 11871, University Library of Munich, Germany.
    23. Cheung, Yin-Wong & Lai, Kon S, 1993. "Finite-Sample Sizes of Johansen's Likelihood Ration Tests for Conintegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 55(3), pages 313-328, August.
    24. Borland, Jeff & Hunter, Boyd, 2000. "Does Crime Affect Employment Status? The Case of Indigenous Australians," Economica, London School of Economics and Political Science, vol. 67(265), pages 123-144, February.
    25. Chor Foon Tang & Hooi Hooi Lean, 2007. "Will Inflation Increase Crime Rate? New Evidence from Bounds and Modified Wald Tests," Global Crime, Taylor & Francis Journals, vol. 8(4), pages 311-323, November.
    26. Podivinsky, Jan M., 1998. "Testing misspecified cointegrating relationships," Economics Letters, Elsevier, vol. 60(1), pages 1-9, July.
    27. Saikkonen, Pentti, 1991. "Asymptotically Efficient Estimation of Cointegration Regressions," Econometric Theory, Cambridge University Press, vol. 7(1), pages 1-21, March.
    28. Lewis R. Gale & Will Carrington Heath & Rand W. Ressler, 2002. "An Economic Analysis of Hate Crime," Eastern Economic Journal, Eastern Economic Association, vol. 28(2), pages 203-216, Spring.
    29. Chor Foon Tang, 2009. "How Stable is the Demand for Money in Malaysia? New Empirical Evidence from Rolling Regression," The IUP Journal of Monetary Economics, IUP Publications, vol. 0(3-4), pages 85-100, August.
    30. Gonzalo, Jesus, 1994. "Five alternative methods of estimating long-run equilibrium relationships," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 203-233.
    31. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    32. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
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    2. Shila Devi Ramadass & Murali Sambasivan & John Antony Xavier, 2018. "Collaboration outcomes in a public sector: impact of governance, leadership, interdependence and relational capital," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 22(3), pages 749-771, September.
    3. Jesús Iglesias & Manuel E Gegundez & Antonio A Golpe & José Carlos Vides, 2018. "How do foreign income shocks affect the magnitude of Spanish tourism?," Tourism Economics, , vol. 24(7), pages 839-871, November.
    4. Lau, Evan & Hamzah, Siti Nur Zahara, 2012. "Crimonometric Analysis: Testing the Deterrence Hypothesis in Sabah," MPRA Paper 39297, University Library of Munich, Germany.
    5. Woei-Chyuan Wong & Adilah Azhari & Nur Adiana Hiau Abdullah & Chee Yin Yip, 2019. "Estimating the impact of crime risk on housing prices in Malaysia," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 13(5), pages 769-789, November.
    6. Nurudeen Abu, 2019. "Inflation and Unemployment Trade-off: A Re-examination of the Phillips Curve and its Stability in Nigeria," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 13(1), March.
    7. Chien-Chiang Lee & Mei-Ping Chen & Yi-Ting Peng, 2021. "Tourism development and happiness: International evidence," Tourism Economics, , vol. 27(5), pages 1101-1136, August.
    8. Woraphon Yamaka & Xuefeng Zhang & Paravee Maneejuk, 2021. "Analyzing the Influence of Transportations on Chinese Inbound Tourism: Markov Switching Penalized Regression Approaches," Mathematics, MDPI, vol. 9(5), pages 1-23, March.
    9. Tang, Chor Foon, 2011. "Temporal Granger causality and the dynamics examination on the tourism-growth nexus in Malaysia," MPRA Paper 29237, University Library of Munich, Germany.
    10. Kangoh Lee, 2018. "Unemployment and crime: the role of apprehension," European Journal of Law and Economics, Springer, vol. 45(1), pages 59-80, February.
    11. Tang, Chor Foon & Tan, Bee Wah & Ozturk, Ilhan, 2016. "Energy consumption and economic growth in Vietnam," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 1506-1514.
    12. Abdelmohsen A. Nassani & Abdullah Mohammed Aldakhil & Muhammad Moinuddin Qazi Abro & Khalid Zaman, 2018. "Effective International Tourism Management: A Strategic Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(3), pages 1201-1224, June.
    13. Tang, Chor Foon & Tan, Bee Wah, 2015. "The impact of energy consumption, income and foreign direct investment on carbon dioxide emissions in Vietnam," Energy, Elsevier, vol. 79(C), pages 447-454.

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