IDEAS home Printed from https://ideas.repec.org/a/eee/jpolmo/v35y2013i6p1103-1123.html
   My bibliography  Save this article

Macroeconomic consequences of terrorism in Pakistan

Author

Listed:
  • Malik, Zahra
  • Zaman, Khalid

Abstract

The objective of the study examines the macroeconomic consequences of terrorism in Pakistan. The study evaluates the short- and long-run relationship between terrorism and economic factors over a period of 1975–2011. Both objectives have been achieved with the sophisticated econometrics techniques including cointegration theory, Granger causality test and variance decomposition, etc. The result reveals that macroeconomic factors, i.e., population growth, price level, poverty and political instability cause the terrorism incidence in Pakistan. However, income inequality, unemployment and trade openness have no long-run relationship with the terrorism incidence in Pakistan. The study may conclude that, for some how, Pakistan's macroeconomic indicators have significant long-run equilibrium with terrorism incidence. The result of Granger causality indicates that except unemployment, all other macroeconomic indicators have unidirectional causality with terrorism incidence. Unemployment has a bi-directional causality with the terrorism incidence in Pakistan. The results of variance decomposition indicate that there exists statistically significant cointegration among macroeconomic factors and terrorism incidence in Pakistan. Among macroeconomic factors, changes in price level exert the largest influence on terrorism in Pakistan. Contrary, the influence of poverty seems relatively the least contribution level for changes in terrorism incidence in Pakistan.

Suggested Citation

  • Malik, Zahra & Zaman, Khalid, 2013. "Macroeconomic consequences of terrorism in Pakistan," Journal of Policy Modeling, Elsevier, vol. 35(6), pages 1103-1123.
    • Handle: RePEc:eee:jpolmo:v:35:y:2013:i:6:p:1103-1123
    DOI: 10.1016/j.jpolmod.2013.08.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0161893813000847
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jpolmod.2013.08.002?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Peter Bernholz, 2006. "International political system, supreme values and terrorism," Public Choice, Springer, vol. 128(1), pages 221-231, July.
    2. Thai-Ha LE & Youngho CHANG, 2011. "The Impact of Oil Price Fluctuations on Stock Markets in Developed and Emerging Economies," Economic Growth Centre Working Paper Series 1103, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
    3. Granger, C. W. J., 1988. "Causality, cointegration, and control," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 551-559.
    4. Blomberg, S. Brock & Hess, Gregory D. & Weerapana, Akila, 2004. "Economic conditions and terrorism," European Journal of Political Economy, Elsevier, vol. 20(2), pages 463-478, June.
    5. Zainab Akram & Sajida Wajid & Tahir Mahmood & Shoaib Sarwar, 2011. "Impact of poor governance and income inequality of poverty in Pakistan," Far East Journal of Psychology and Business, Far East Research Centre, vol. 4(4), pages 43-55, September.
    6. Mirza, Daniel & Verdier, Thierry, 2006. "International trade, security, and transnational terrorism : theory and empirics," Policy Research Working Paper Series 4093, The World Bank.
    7. Alberto Abadie, 2006. "Poverty, Political Freedom, and the Roots of Terrorism," American Economic Review, American Economic Association, vol. 96(2), pages 50-56, May.
    8. 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.
    9. 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.
    10. Kollias, Christos & Mylonidis, Nikolaos & Paleologou, Suzanna-Maria, 2013. "Crime and the effectiveness of public order spending in Greece: Policy implications of some persistent findings," Journal of Policy Modeling, Elsevier, vol. 35(1), pages 121-133.
    11. Gul, Tayyeba Gul & Hussain, Anwar Hussain & Bangash, Shafiqullah Bangash & Khattak, Sanam Waghma Khattak, 2010. "Impact of Terrorism on Financial Markets of Pakistan (2006-2008)," MPRA Paper 41990, University Library of Munich, Germany.
    12. Barros, Carlos Pestana & Passos, Jose & Gil-Alana, Luis A., 2006. "The timing of ETA terrorist attacks," Journal of Policy Modeling, Elsevier, vol. 28(3), pages 335-346, April.
    13. Prieto-Rodríguez, Juan & Rodríguez, Juan Gabriel & Salas, Rafael & Suarez-Pandiello, Javier, 2009. "Quantifying fear: The social impact of terrorism," Journal of Policy Modeling, Elsevier, vol. 31(5), pages 803-817, September.
    14. Alan B. Krueger & Jitka Maleckova, 2003. "Education, Poverty and Terrorism: Is There a Causal Connection?," Journal of Economic Perspectives, American Economic Association, vol. 17(4), pages 119-144, Fall.
    15. Nauro F. Campos & Martin Gassebner, 2009. "International terrorism, political instability and the escalation effect," KOF Working papers 09-220, KOF Swiss Economic Institute, ETH Zurich.
    16. Mattoo, Aaditya & Rathindran, Randeep, 2006. "Measuring Services Trade Liberalization and Its Impact on Economic Growth: An Illustration," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 21, pages 64-98.
    17. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    18. William Shughart, 2006. "An analytical history of terrorism, 1945–2000," Public Choice, Springer, vol. 128(1), pages 7-39, July.
    19. Abadie, Alberto & Gardeazabal, Javier, 2008. "Terrorism and the world economy," European Economic Review, Elsevier, vol. 52(1), pages 1-27, January.
    20. 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.
    21. Roberts Bryan W, 2009. "The Macroeconomic Impacts of the 9/11 Attack: Evidence from Real-Time Forecasting," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 15(2), pages 1-29, July.
    22. Chihiro Muroi & Robert Baumann, 2009. "The Non-Linear Effect of Wealth on Crime," Working Papers 0907, College of the Holy Cross, Department of Economics.
    23. B. Peter Rosendorff & Todd Sandler, 2005. "The Political Economy of Transnational Terrorism," Journal of Conflict Resolution, Peace Science Society (International), vol. 49(2), pages 171-182, April.
    24. Anderson, James E., 2015. "Terrorism, trade and public policy," Research in Economics, Elsevier, vol. 69(2), pages 180-190.
    25. Walter Enders & Gary A. Hoover, 2012. "The Nonlinear Relationship between Terrorism and Poverty," American Economic Review, American Economic Association, vol. 102(3), pages 267-272, May.
    26. World Bank, 2011. "World Development Indicators 2011," World Bank Publications - Books, The World Bank Group, number 2315, December.
    27. Brandt, Patrick T. & Sandler, Todd, 2009. "Hostage taking: Understanding terrorism event dynamics," Journal of Policy Modeling, Elsevier, vol. 31(5), pages 758-778, September.
    28. James A Piazza, 2011. "Poverty, Minority Economic Discrimination, and Domestic Terrorism," Journal of Peace Research, Peace Research Institute Oslo, vol. 48(3), pages 339-353, May.
    29. Frey, Bruno S., 2009. "How can business cope with terrorism?," Journal of Policy Modeling, Elsevier, vol. 31(5), pages 779-787, September.
    30. Kollias, Christos & Messis, Petros & Mylonidis, Nikolaos & Paleologou, Suzanna-Maria, 2009. "Terrorism and the effectiveness of security spending in Greece: Policy implications of some empirical findings," Journal of Policy Modeling, Elsevier, vol. 31(5), pages 788-802, September.
    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.
    33. Block, M K & Heineke, J M, 1975. "A Labor Theoretic Analysis of the Criminal Choice," American Economic Review, American Economic Association, vol. 65(3), pages 314-325, June.
    34. Barros, Carlos Pestana & Faria, Joao Ricardo & Gil-Alana, Luis A., 2008. "Terrorism against American citizens in Africa: Related to poverty," Journal of Policy Modeling, Elsevier, vol. 30(1), pages 55-69.
    35. Shahbaz, Muhammad & Shabbir, Shahbaz Muhammad, 2011. "Is hike in inflation responsible for rise in terrorism in Pakistan?," MPRA Paper 31236, University Library of Munich, Germany, revised 29 May 2011.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Syed Ali Raza & Muhammad Shahbaz & Sudharshan Reddy Paramati, 2017. "Dynamics of Military Expenditure and Income Inequality in Pakistan," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(3), pages 1035-1055, April.
    2. Haider, Murtaza & Anwar, Amar, 2014. "Impact of terrorism on FDI flows to Pakistan," MPRA Paper 57165, University Library of Munich, Germany.
    3. Abbas, Syed Ali & Syed, Shabib Haider, 2021. "Sectarian terrorism in Pakistan: Causes, impact and remedies," Journal of Policy Modeling, Elsevier, vol. 43(2), pages 350-361.
    4. Muhammad Nasir & Muhammad Shahbaz, 2015. "War on terror: Do military measures matter? Empirical analysis of post 9/11 period in Pakistan," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(5), pages 1969-1984, September.
    5. Bisharat Hussain Chang & Khalil Ahmed Channa & Emmanuel Uche & Osamah Ibrahim Khalaf & Osamah Waheed Ali, 2022. "Analyzing the impacts of terrorism on innovation activity: A cross country empirical study," Advances in Decision Sciences, Asia University, Taiwan, vol. 26(Special), pages 124-161, December.
    6. Sidra Feroz & Bushra Yasmin, 2021. "Terrorism and Brain Drain in Pakistan: Is There a Connection?," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 22(1), pages 73-87, March.
    7. Ghulam Akhmat & Khalid Zaman & Tan Shukui & Faiza Sajjad, 2014. "Exploring the root causes of terrorism in South Asia: everybody should be concerned," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(6), pages 3065-3079, November.
    8. Yeeles, Adam & Akporiaye, Alero, 2016. "Risk and resilience in the Nigerian oil sector: The economic effects of pipeline sabotage and theft," Energy Policy, Elsevier, vol. 88(C), pages 187-196.
    9. Khan, Murad & Ahmed, Tanvir, 2019. "Terrorism, military operations and farmer’s income in Waziristan (Pakistan)," Journal of Policy Modeling, Elsevier, vol. 41(4), pages 623-635.
    10. Mengmeng Hao & Jingying Fu & Dong Jiang & Fangyu Ding & Shuai Chen, 2020. "Simulating the Linkages Between Economy and Armed Conflict in India With a Long Short‐Term Memory Algorithm," Risk Analysis, John Wiley & Sons, vol. 40(6), pages 1139-1150, June.
    11. Khusrav Gaibulloev & Gerel Oyun & Javed Younas, 2019. "Terrorism and subjective financial well-being: micro-level evidence from Pakistan," Public Choice, Springer, vol. 178(3), pages 493-512, March.
    12. Syed Hasanat Shah & Hafsa Hasnat & Mohsin Hasnain Ahmad, 2016. "The Effects of the Human Cost of Terror on National Income, Private Consumption and Investment in Pakistan," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 17(2), pages 216-235, September.
    13. Mubashra, Sana & Shafi, Mariuam i, 2018. "The Impact of Counter-terrorism Effectiveness on Economic Growth of Pakistan: An Econometric Analysis," MPRA Paper 84847, University Library of Munich, Germany.
    14. Abbasi, Kashif & Jiao, Zhilun & Khan, Arman & Shahbaz, Muhammad, 2020. "Asymmetric impact of renewable and non-renewable energy on economic growth in Pakistan: New evidence from a nonlinear analysis," MPRA Paper 101854, University Library of Munich, Germany, revised 13 Jul 2020.
    15. Mustafa Mete, 2016. "The Effects of Terrorist Activities on Development in the Southeastern Region of Turkey-Theoretical and Empirical Application," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 8(4), pages 229-245, April.
    16. Izhar Hussain Shah & Hung‐Suck Park, 2021. "Chronological change of resource metabolism and decarbonization patterns in Pakistan: Perspectives from a typical developing country," Journal of Industrial Ecology, Yale University, vol. 25(1), pages 144-161, February.
    17. Raza, Syed Ali & Shah, Nida & Khan, Waqas Ahmed, 2017. "Do Workers’ Remittances Increase Terrorism? Evidence from South Asian Countries," MPRA Paper 86745, University Library of Munich, Germany, revised 2017.

    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. Kis-Katos, Krisztina & Liebert, Helge & Schulze, Günther G., 2014. "On the heterogeneity of terror," European Economic Review, Elsevier, vol. 68(C), pages 116-136.
    2. Caruso, Raul & Schneider, Friedrich, 2013. "Brutality of Jihadist terrorism. A contest theory perspective and empirical evidence in the period 2002–2010," Journal of Policy Modeling, Elsevier, vol. 35(5), pages 685-696.
    3. Zaman, Khalid & Izhar, Zeeshan & Khan, Muhammad Mushtaq & Ahmad, Mehboob, 2012. "The relationship between financial indicators and human development in Pakistan," Economic Modelling, Elsevier, vol. 29(5), pages 1515-1523.
    4. Muhammad Khan & Muhammad Khan & Khalid Zaman & Muhammad Khan, 2014. "The evolving role of agricultural technology indicators and economic growth in rural poverty: has the ideas machine broken down?," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(4), pages 2007-2022, July.
    5. Zhang, Yue-Jun, 2011. "The impact of financial development on carbon emissions: An empirical analysis in China," Energy Policy, Elsevier, vol. 39(4), pages 2197-2203, April.
    6. Friedrich Schneider & Tilman Brück & Daniel Meierrieks, 2010. "The Economics of Terrorism and Counter-Terrorism: A Survey (Part II)," Discussion Papers of DIW Berlin 1050, DIW Berlin, German Institute for Economic Research.
    7. repec:ipg:wpaper:2014-518 is not listed on IDEAS
    8. Tim Krieger & Daniel Meierrieks, 2011. "What causes terrorism?," Public Choice, Springer, vol. 147(1), pages 3-27, April.
    9. Khan, Muhammad Azhar & Khan, Muhammad Zahir & Zaman, Khalid & Khan, Muhammad Mushtaq & Zahoor, Hina, 2013. "RETRACTED: Causal links between greenhouse gas emissions, economic growth and energy consumption in Pakistan: A fatal disorder of society," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 166-176.
    10. Ismail, Aisha & Amjad, Shehla, 2014. "Determinants of terrorism in Pakistan: An empirical investigation," Economic Modelling, Elsevier, vol. 37(C), pages 320-331.
    11. Balsalobre-Lorente, Daniel & Bekun, Festus Victor & Etokakpan, Mfonobong Udom & Driha, Oana M., 2019. "A road to enhancements in natural gas use in Iran: A multivariate modelling approach," Resources Policy, Elsevier, vol. 64(C).
    12. Malik, Ihtisham Abdul & Siyal, Ghamz-e-Ali & Bin Abdullah, Alias & Alam, Arif & Zaman, Khalid & Kyophilavong, Phouphet & Shahbaz, Muhammad & Baloch, Siraj Ullah & Shams, Tauqeer, 2014. "Turn on the lights: Macroeconomic factors affecting renewable energy in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 277-284.
    13. Malik, Ihtisham Abdul & Siyal, Ghamz-e-Ali & Abdullah, Alias Bin & Alam, Arif & Zaman, Khalid & Kyophilavong, Phouphet & Shahbaz, Muhammad & Baloch, Siraj Ullah & Shams, Tauqeer, 2014. "Turn on the Lights: Macroeconomic Factors Affecting Renewable in Pakistan," MPRA Paper 56828, University Library of Munich, Germany, revised 23 Jun 2014.
    14. Tang, Chor Foon, 2010. "The determinants of health expenditure in Malaysia: A time series analysis," MPRA Paper 24356, University Library of Munich, Germany.
    15. Friedrich Schneider & Tilman Brück & Daniel Meierrieks, 2015. "The Economics Of Counterterrorism: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 29(1), pages 131-157, February.
    16. Zaman, Khalid & Khan, Muhammad Mushtaq & Ahmad, Mehboob & Khilji, Bashir Ahmad, 2012. "The relationship between agricultural technologies and carbon emissions in Pakistan: Peril and promise," Economic Modelling, Elsevier, vol. 29(5), pages 1632-1639.
    17. Xu, Haifeng & Hamori, Shigeyuki, 2012. "Dynamic linkages of stock prices between the BRICs and the United States: Effects of the 2008–09 financial crisis," Journal of Asian Economics, Elsevier, vol. 23(4), pages 344-352.
    18. Derek Bond & Michael J. Harrison & Edward J. O'Brien, 2005. "Testing for Long Memory and Nonlinear Time Series: A Demand for Money Study," Trinity Economics Papers tep20021, Trinity College Dublin, Department of Economics.
    19. Neil R. Ericsson & James G. MacKinnon, 2002. "Distributions of error correction tests for cointegration," Econometrics Journal, Royal Economic Society, vol. 5(2), pages 285-318, June.
    20. Jiranyakul, Komain, 2009. "Economic Forces and the Thai Stock Market, 1993-2007," MPRA Paper 57368, University Library of Munich, Germany.
    21. Levent KORAP, 2008. "Exchange Rate Determination Of Tl/Us$:A Co-Integration Approach," Istanbul University Econometrics and Statistics e-Journal, Department of Econometrics, Faculty of Economics, Istanbul University, vol. 7(1), pages 24-50, May.

    More about this item

    Keywords

    Terrorism; Inflation; Poverty; Cointegration; Pakistan;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity

    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:eee:jpolmo:v:35:y:2013:i:6:p:1103-1123. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505735 .

    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.