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Crime and Its Socio-Macroeconomics Determinants: A Panel-Error-Correction Cointegration Analysis

Author

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  • Abdul Hamid, Baharom

    (Taylors Business School Taylors University Subang Jaya, 47500 Selangor D.E. MALAYSIA)

  • Habibullah, Muzafar

    (Faculty of Economics and Management Universiti Putra Malaysia Serdang, 43400 Selangor D.E. MALAYSIA)

  • Mohd Noor, Zaleha

    (Faculty of Economics and Management Universiti Putra Malaysia Serdang, 43400 Selangor D.E. MALAYSIA)

Abstract

This study investigates the relationship between crime and socio and macro economic variables such as income, unemployment, inflation, interest rate, and also the political violence, both domestic and regional. The main motivation of the study is to have a better understanding of crime as well as finding and suggesting alternative ways of approaching crime. We analyzed 21 countries, with data spanning from 1960 to 2001.We adopted the model and framework introduced by Viren (2001) based on Becker (1968), Block and Heineke (1975). However, we slightly modified by rephrasing it in order not to only capture the long run relationship but also the short run adjustment. We employed the panel- error-correction based cointegration (Persyn and Westerlund (2008)) to analyze and estimate the model. A number of important findings are extracted from the analysis in accordance to the objectives of this study. Firstly, we discover a negative long run relationship between income and crime; positive long run relationship between inflation and crime; unemployment and crime; as well as lending rate and crime. As for the political violence variable, domestic political violence seems to be negatively related; on the contrary regional political violence is positively related. We believe this might be attributed to the spillover effect. All the signs are as anticipated and justified in this study; and are concurrent with most of the past literatures.

Suggested Citation

  • Abdul Hamid, Baharom & Habibullah, Muzafar & Mohd Noor, Zaleha, 2013. "Crime and Its Socio-Macroeconomics Determinants: A Panel-Error-Correction Cointegration Analysis," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 47(2), pages 13-24.
    • Handle: RePEc:ukm:jlekon:v:47:y:2013:i:2:p:13-24
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    References listed on IDEAS

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    1. Ayse İmrohoroĝlu & Antonio Merlo & Peter Rupert, 2006. "Understanding the determinants of crime," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 30(2), pages 270-284, June.
    2. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    3. Josten, Stefan Dietrich, 2003. "Inequality, Crime and Economic Growth: A Classical Argument for Distributional Equality," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 10(4), pages 435-452, August.
    4. Damiaan Persyn & Joakim Westerlund, 2008. "Error-correction–based cointegration tests for panel data," Stata Journal, StataCorp LP, vol. 8(2), pages 232-241, June.
    5. R. Alan Seals & John Nunley, 2007. "The Effects of Inflation and Demographic Change on Property Crime: A Structural Time-Series Approach," Working Papers 200701, Middle Tennessee State University, Department of Economics and Finance.
    6. Jushan Bai & Serena Ng, 2004. "A PANIC Attack on Unit Roots and Cointegration," Econometrica, Econometric Society, vol. 72(4), pages 1127-1177, July.
    7. John Chisholm & Chongwoo Choe, 2005. "Income variables and the measures of gains from crime," Oxford Economic Papers, Oxford University Press, vol. 57(1), pages 112-119, January.
    8. Nilsson, Anna & Agell, Jonas, 2003. "Crime, unemployment and labor market programs in turbulent times," Working Paper Series 2003:14, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    9. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    10. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    11. 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.
    12. Richard B. Freeman, 1996. "Why Do So Many Young American Men Commit Crimes and What Might We Do about It?," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 25-42, Winter.
    13. Chiu, W. Henry & Madden, Paul, 1998. "Burglary and income inequality," Journal of Public Economics, Elsevier, vol. 69(1), pages 123-141, July.
    14. Brush, Jesse, 2007. "Does income inequality lead to more crime? A comparison of cross-sectional and time-series analyses of United States counties," Economics Letters, Elsevier, vol. 96(2), pages 264-268, August.
    15. Baharom, A.H. & Habibullah, M.S., 2008. "Crime and Income Inequality: The Case of Malaysia," MPRA Paper 11871, University Library of Munich, Germany.
    16. Habibullah, M.S. & Baharom, A.H., 2008. "Crime and economic conditions in Malaysia: An ARDL Bounds Testing Approach," MPRA Paper 11910, University Library of Munich, Germany.
    17. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    18. Ehrlich, Isaac, 1973. "Participation in Illegitimate Activities: A Theoretical and Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 521-565, May-June.
    19. Lin, Ming-Jen, 2007. "Does democracy increase crime? The evidence from international data," Journal of Comparative Economics, Elsevier, vol. 35(3), pages 467-483, September.
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    Cited by:

    1. Latimaha, Rusli & Ismail, Nor Asmat, 2019. "Examining the Linkages between Street Crime and Selected State Economic Variables in Malaysia: A Panel Data Analysis," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 53(1), pages 59-72.

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