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Unemployment Rate, Population Density and Crime Rate in Punjab (Pakistan): An Empirical Analysis

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Listed:
  • Mohamad Kassem

    (Department of Finance and Accounting, Lebanese International University, Lebanon)

  • Amjad Ali

    (Lahore School of Accountancy and Finance, University of Lahore City Campus)

  • Marc Audi

    (AOU University/University Paris 1 Pantheon Sorbonne)

Abstract

This article has examined the impact of unemployment, population density and amount of remittances, industrialization on crime rate among the districts of Punjab, Pakistan. The data has been composed from Pakistan Bureau of Statistics, the Multiple Indicator Cluster survey (MICS), Punjab Development Statistics (2018). The Johansen cointegration method has been applied for examining the relationship among variables. The results show that unemployment and population density have a positive impact on crime rate among the districts of Punjab, Pakistan. The outcomes reveal that the amount of remittances, industrialization and social infrastructure have a negative and significant impact on crime rate among the districts of Punjab. This study recommends that for reduction in crimes, the government of Punjab should control unemployment and population density and the same time enhance industrialization, social infrastructure with the amount of remittances. On the basis of previous literature and our findings, it has been concluded that unemployment is the mother of crime.

Suggested Citation

  • Mohamad Kassem & Amjad Ali & Marc Audi, 2019. "Unemployment Rate, Population Density and Crime Rate in Punjab (Pakistan): An Empirical Analysis," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 8(2), pages 92-104, June.
  • Handle: RePEc:rfh:bbejor:v:8:y:2019:i:2:p:92-104
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    as
    1. Raphael, Steven & Winter-Ember, Rudolf, 2001. "Identifying the Effect of Unemployment on Crime," Journal of Law and Economics, University of Chicago Press, vol. 44(1), pages 259-283, April.
    2. Scorcu, Antonello E. & Cellini, Roberto, 1998. "Economic activity and crime in the long run: an empirical investigation on aggregate data from Italy, 1951-1994," International Review of Law and Economics, Elsevier, vol. 18(3), pages 279-292, September.
    3. Daniel Lee & Stephen Holoviak, 2006. "Unemployment and crime: an empirical investigation," Applied Economics Letters, Taylor & Francis Journals, vol. 13(12), pages 805-810.
    4. 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.
    5. Sumera Arshad & Amajd Ali, 2016. "Trade-off between Inflation, Interest and Unemployment Rate of Pakistan: Revisited," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 5(4), pages 193-209, December.
    6. Amjad Ali & Farooq Ahmed & Fazal- Ur- Rahman, 2016. "Impact of Government Borrowing on Financial Development (A case study of Pakistan)," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 5(3), pages 135-143, September.
    7. Calvo-Armengol, Antoni & Verdier, Thierry & Zenou, Yves, 2007. "Strong and weak ties in employment and crime," Journal of Public Economics, Elsevier, vol. 91(1-2), pages 203-233, February.
    8. Ali, Amjad & Ahmad, Khalil, 2014. "The Impact of Socio-Economic Factors on Life Expectancy for Sultanate of Oman: An Empirical Analysis," MPRA Paper 82500, University Library of Munich, Germany, revised 2014.
    9. Stephen Machin & Olivier Marie & Sunčica Vujić, 2011. "The Crime Reducing Effect of Education," Economic Journal, Royal Economic Society, vol. 121(552), pages 463-484, May.
    10. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    11. 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.
    12. Amjad Ali & Marc Audi, 2018. "Macroeconomic Environment and Taxes Revenues in Pakistan: An Application of ARDL Approach," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 7(1), pages 30-39, March.
    13. Matz Dahlberg & Magnus Gustavsson, 2008. "Inequality and Crime: Separating the Effects of Permanent and Transitory Income," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(2), pages 129-153, April.
    14. Lance Lochner & Enrico Moretti, 2004. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
    15. Fajnzylber, Pablo & Lederman, Daniel & Loayza, Norman, 2002. "What causes violent crime?," European Economic Review, Elsevier, vol. 46(7), pages 1323-1357, July.
    16. Ann Dryden Witte, 1980. "Estimating the Economic Model of Crime With Individual Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 94(1), pages 57-84.
    17. Lauridsen, Jørgen & Nannerup, Niels & Skak, Morten, 2013. "Does Owner-Occupied Housing Affect Neighbourhood Crime?," Discussion Papers on Economics 19/2013, University of Southern Denmark, Department of Economics.
    18. Ali, Amjad & Ur Rehman, Hafeez, 2015. "Macroeconomic Instability and Its Impact on Gross Domestic Product: An Empirical Analysis of Pakistan," MPRA Paper 82496, University Library of Munich, Germany, revised 2015.
    19. Lance Lochner, 2004. "Education, Work, And Crime: A Human Capital Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(3), pages 811-843, August.
    20. Chester L. Britt, 1994. "Crime and Unemployment Among Youths in the United States, 1958‐1990," American Journal of Economics and Sociology, Wiley Blackwell, vol. 53(1), pages 99-109, January.
    21. Amjad Ali & Marc Audi, 2016. "The Impact of Income Inequality, Environmental Degradation and Globalization on Life Expectancy in Pakistan: An Empirical Analysis," International Journal of Economics and Empirical Research (IJEER), The Economics and Social Development Organization (TESDO), vol. 4(4), pages 182-193, April.
    22. Entorf, Horst & Spengler, Hannes, 2000. "Socioeconomic and demographic factors of crime in Germany: Evidence from panel data of the German states," International Review of Law and Economics, Elsevier, vol. 20(1), pages 75-106, March.
    23. Faisal G. Khamis & Ghaleb A. El-Refae & Abdel-Raheem F. Fares, 2014. "Multivariate Spatial Association between Mortality, Unemployment, Divorce, and Crime in Jordan-2011," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 3(1), pages 1-4.
    24. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    25. Armin Falk & Andreas Kuhn & Josef Zweimüller, 2011. "Unemployment and Right‐wing Extremist Crime," Scandinavian Journal of Economics, Wiley Blackwell, vol. 113(2), pages 260-285, June.
    26. Syed Yasir Mahmood Gillani & Rana Ejaz Ali Khan & Abid Rashid Gill, 2011. "Unemployment and Property Crimes in Pakistan," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 1(3), pages 124-133, September.
    27. Nolan III, James J., 2004. "Establishing the statistical relationship between population size and UCR crime rate: Its impact and implications," Journal of Criminal Justice, Elsevier, vol. 32(6), pages 547-555.
    28. Paolo Buonanno & Daniel Montolio Estivill, 2005. "Identifying the Socioeconomic Determinants of Crime in Spanish Provinces," Working Papers in Economics 138, Universitat de Barcelona. Espai de Recerca en Economia.
    29. 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.
    30. Paolo Buonanno & Leone Leonida, 2006. "Education and crime: evidence from Italian regions," Applied Economics Letters, Taylor & Francis Journals, vol. 13(11), pages 709-713.
    31. Edmark, Karin, 2003. "The Effects of Unemployment on Property Crime: Evidence from a Period of Unusually Large Swings in the Business Cycle," Working Paper Series 2003:14, Uppsala University, Department of Economics.
    32. Ali, Amjad & Zulfiqar, Kalsoom, 2018. "An Assessment of Association between Natural Resources Agglomeration and Unemployment in Pakistan," MPRA Paper 87968, University Library of Munich, Germany.
    33. Hafiz Hanzla Jalil & Muhammad Mazhar Iqbal, 2010. "Urbanisation and Crime: A Case Study of Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 49(4), pages 741-755.
    34. Brito, Steve & Corbacho, Ana & Osorio Rivas, Rene, 2014. "Remittances and the Impact on Crime in Mexico," IDB Publications (Working Papers) 6482, Inter-American Development Bank.
    35. Dutta, Mousumi & Husain, Zakir, 2009. "Determinants of crime rates: Crime Deterrence and Growth in post-liberalized India," MPRA Paper 14478, University Library of Munich, Germany.
    36. Wolpin, Kenneth I, 1978. "An Economic Analysis of Crime and Punishment in England and Wales, 1894-1967," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 815-840, October.
    37. Richard B. Freeman, 1991. "Crime and the Employment of Disadvantaged Youths," NBER Working Papers 3875, National Bureau of Economic Research, Inc.
    38. Bruce Chapman & D. Weatherburn & C.A. Kapuscinski & M. Chilvers & S. Roussel, 2002. "Unemployment Duration, Schooling and Property Crime," CEPR Discussion Papers 447, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    39. Cornwell, Christopher & Trumbull, William N, 1994. "Estimating the Economic Model of Crime with Panel Data," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 360-366, May.
    40. Papps, Kerry L. & Winkelmann, Rainer, 1998. "Unemployment and Crime: New Answers to an Old Question," IZA Discussion Papers 25, Institute of Labor Economics (IZA).
    41. Samuel L. Myers, 1984. "Do Better Wages Reduce Crime? A Research Note," American Journal of Economics and Sociology, Wiley Blackwell, vol. 43(2), pages 191-195, April.
    42. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    43. Isaac Ehrlich, 1996. "Crime, Punishment, and the Market for Offenses," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 43-67, Winter.
    44. Steve Brito & Ana Corbacho & Rene Osorio Rivas, 2014. "Remittances and the Impact on Crime in Mexico," IDB Publications (Working Papers) 85093, Inter-American Development Bank.
    45. 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.
    46. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    47. Entorf, Horst & Sieger, Philip, 2014. "Does the Link between Unemployment and Crime Depend on the Crime Level? A Quantile Regression Approach," IZA Discussion Papers 8334, Institute of Labor Economics (IZA).
    48. Ayesha Haider & Amjad Ali, 2015. "Socio-Economic Determinants of Crimes: A Cross-Sectional Study of Punjab Districts," International Journal of Economics and Empirical Research (IJEER), The Economics and Social Development Organization (TESDO), vol. 3(11), pages 550-560, November.
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    More about this item

    Keywords

    : unemployment rate; population density; crime rate; industrialization;
    All these keywords.

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • Z21 - Other Special Topics - - Sports Economics - - - Industry Studies

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