IDEAS home Printed from https://ideas.repec.org/a/kap/ecopln/v55y2022i3d10.1007_s10644-021-09364-2.html
   My bibliography  Save this article

Economic policy uncertainty and growth nexus in Pakistan: a new evidence using NARDL model

Author

Listed:
  • Jun Wen

    (Xi’an Jiaotong University)

  • Samia Khalid

    (Xi’an Jiaotong University)

  • Hamid Mahmood

    (Xi’an Jiaotong University)

  • Xiuyun Yang

    (Xi’an Jiaotong University)

Abstract

This study aims to test the symmetric and asymmetric impact of economic policy uncertainty (EPU) on economic growth for the time period 2011M1–2020M5 in Pakistan, using the linear and nonlinear autoregressive distributive lag (ARDL) approach. Unlike other studies, we aim to estimate the impact of uncertainty using the recently developed EPU index by Baker et al. (Q J Econ 131(4):1593–1636, 2016). The nonlinear (NARDL) model results show that positive EPU shocks have a negative impact on short-run economic growth, and the magnitude of positive shocks is greater than the magnitude of negative shocks. The reason is that Pakistan is facing issues like nondiversified sectors, price spikes, political uncertainty, and a weak economic and financial structure. Due to these factors, any adjustment in economic policies creates an unpredictable environment in the country. When uncertainty decreases, economic activity may rebound, but it does not happen instantly. On the basis of the findings of the study, we recommend that there should be political stability in the country and coordination between macroeconomic policies to achieve long-term goals. Moreover, policymakers must play their part in reducing levels of uncertainty by envisaging any future changes in the policy-regulatory environment and maintaining the flexibility to act quickly in the event of a major economic crisis.

Suggested Citation

  • Jun Wen & Samia Khalid & Hamid Mahmood & Xiuyun Yang, 2022. "Economic policy uncertainty and growth nexus in Pakistan: a new evidence using NARDL model," Economic Change and Restructuring, Springer, vol. 55(3), pages 1701-1715, August.
  • Handle: RePEc:kap:ecopln:v:55:y:2022:i:3:d:10.1007_s10644-021-09364-2
    DOI: 10.1007/s10644-021-09364-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10644-021-09364-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10644-021-09364-2?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. Hummera saleem & Wen Jiandong & Muhammad Bilal Khan, 2018. "The impact of economic policy uncertainty on the innovation in China: Empirical evidence from autoregressive distributed lag bounds tests," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1514929-151, January.
    2. Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Filis, George, 2014. "Dynamic Spillovers of Oil Price Shocks and Policy Uncertainty," Department of Economics Working Paper Series 166, WU Vienna University of Economics and Business.
    3. Jingyu Chen & Faqi Jin & Guangda Ouyang & Jian Ouyang & Fenghua Wen, 2019. "Oil price shocks, economic policy uncertainty and industrial economic growth in China," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-19, May.
    4. Amber Fatima & Abdul Waheed, 2014. "Economic uncertainty and growth performance: a macroeconomic modeling analysis for Pakistan," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(3), pages 1361-1387, May.
    5. Wen, Jun & Khalid, Samia & Mahmood, Hamid & Zakaria, Muhammad, 2021. "Symmetric and asymmetric impact of economic policy uncertainty on food prices in China: A new evidence," Resources Policy, Elsevier, vol. 74(C).
    6. Aizenman, Joshua & Marion, Nancy P, 1993. "Policy Uncertainty, Persistence and Growth," Review of International Economics, Wiley Blackwell, vol. 1(2), pages 145-163, June.
    7. Lubos Pástor & Pietro Veronesi, 2012. "Uncertainty about Government Policy and Stock Prices," Journal of Finance, American Finance Association, vol. 67(4), pages 1219-1264, August.
    8. Liang, Chin Chia & Troy, Carol & Rouyer, Ellen, 2020. "U.S. uncertainty and Asian stock prices: Evidence from the asymmetric NARDL model," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    9. Libing Fang & Baizhu Chen & Honghai Yu & Yichuo Qian, 2018. "The importance of global economic policy uncertainty in predicting gold futures market volatility: A GARCH‐MIDAS approach," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(3), pages 413-422, March.
    10. Giancarlo Bruno & Claudio Lupi, 2004. "Forecasting industrial production and the early detection of turning points," Empirical Economics, Springer, vol. 29(3), pages 647-671, September.
    11. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    12. Kang, Wensheng & Ratti, Ronald A., 2013. "Structural oil price shocks and policy uncertainty," Economic Modelling, Elsevier, vol. 35(C), pages 314-319.
    13. Wang, Yizhong & Chen, Carl R. & Huang, Ying Sophie, 2014. "Economic policy uncertainty and corporate investment: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 227-243.
    14. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    15. Wang, Qingfeng & Sun, Xu, 2017. "Crude oil price: Demand, supply, economic activity, economic policy uncertainty and wars – From the perspective of structural equation modelling (SEM)," Energy, Elsevier, vol. 133(C), pages 483-490.
    16. Ahmad, Imtiaz & Qayyum, Abdul, 2008. "Effect of Government Spending and Macro-Economic Uncertainty on Private Investment in Services Sector: Evidence from Pakistan," MPRA Paper 11673, University Library of Munich, Germany.
    17. Hettige, Hemamala & Lucas, Robert E B & Wheeler, David, 1992. "The Toxic Intensity of Industrial Production: Global Patterns, Trends, and Trade Policy," American Economic Review, American Economic Association, vol. 82(2), pages 478-481, May.
    18. Nusrat Akber & Kirtti Ranjan Paltasingh, 2019. "Is public investment complementary to private investment in Indian agriculture? Evidence from NARDL approach," Agricultural Economics, International Association of Agricultural Economists, vol. 50(5), pages 643-655, September.
    19. Kyle Handley & Nuno Limão, 2018. "Trade and Investment under Policy Uncertainty: Theory and Firm Evidence," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 4, pages 89-122, World Scientific Publishing Co. Pte. Ltd..
    20. Nicholas Bloom & Ian Wright & Jose Maria Barrero, 2016. "Short- and Long-run Uncertainty," 2016 Meeting Papers 1576, Society for Economic Dynamics.
    21. Choudhary, M. Ali & Pasha, Farooq & Waheed, Mohsin, 2020. "Measuring Economic Policy Uncertainty in Pakistan," MPRA Paper 100013, University Library of Munich, Germany.
    22. Ko, Jun-Hyung & Lee, Chang-Min, 2015. "International economic policy uncertainty and stock prices: Wavelet approach," Economics Letters, Elsevier, vol. 134(C), pages 118-122.
    23. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    24. Anindya Banerjee & Massimiliano Marcellino & Igor Masten, 2005. "Leading Indicators for Euro‐area Inflation and GDP Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(s1), pages 785-813, December.
    25. Bekiros, Stelios & Gupta, Rangan & Majumdar, Anandamayee, 2016. "Incorporating economic policy uncertainty in US equity premium models: A nonlinear predictability analysis," Finance Research Letters, Elsevier, vol. 18(C), pages 291-296.
    26. Kang, Wensheng & Lee, Kiseok & Ratti, Ronald A., 2014. "Economic policy uncertainty and firm-level investment," Journal of Macroeconomics, Elsevier, vol. 39(PA), pages 42-53.
    27. Imen Dakhlaoui & Chaker Aloui, 2016. "The Interactive Relationship Between the US Economic Policy Uncertainty and BRIC Stock Markets," International Economics, CEPII research center, issue 146, pages 141-157.
    28. Cem Işık & Ercan Sirakaya-Turk & Serdar Ongan, 2020. "Testing the efficacy of the economic policy uncertainty index on tourism demand in USMCA: Theory and evidence," Tourism Economics, , vol. 26(8), pages 1344-1357, December.
    29. Aizenman, Joshua & Marion, Nancy P. & Marion, Nancy P., 1993. "Macroeconomic uncertainty and private investment," Economics Letters, Elsevier, vol. 41(2), pages 207-210.
    30. repec:dgr:rugsom:99e23 is not listed on IDEAS
    31. Jonathan Brogaard & Andrew Detzel, 2015. "The Asset-Pricing Implications of Government Economic Policy Uncertainty," Management Science, INFORMS, vol. 61(1), pages 3-18, January.
    32. Dimitrios Asteriou & Simon Price, 2005. "“Uncertainty, Investment and Economic Growth: Evidence from a Dynamic Panel”," Review of Development Economics, Wiley Blackwell, vol. 9(2), pages 277-288, May.
    33. Ahmad, Imtiaz & Qayyum, Abdul, 2009. "Role of Public Expenditures and Macroeconomic Uncertainty in Determining Private Investment in Large Scale Manufacturing Sector of Pakistan," MPRA Paper 29268, University Library of Munich, Germany.
    34. Arby, Muhammad Farooq, 2008. "Some Issues in the National Income Accounts of Pakistan (Rebasing, Quarterly and Provincial Accounts and Growth Accounting)," MPRA Paper 32048, University Library of Munich, Germany.
    35. Raza, Syed Ali & Shah, Nida & Shahbaz, Muhammad, 2018. "Does economic policy uncertainty influence gold prices? Evidence from a nonparametric causality-in-quantiles approach," Resources Policy, Elsevier, vol. 57(C), pages 61-68.
    36. repec:dgr:rugccs:199902 is not listed on IDEAS
    37. Karnizova, Lilia & Li, Jiaxiong (Chris), 2014. "Economic policy uncertainty, financial markets and probability of US recessions," Economics Letters, Elsevier, vol. 125(2), pages 261-265.
    38. Robert Lensink & Hong Bo & Elmer Sterken, 1999. "Does uncertainty affect economic growth? An empirical analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 135(3), pages 379-396, September.
    39. Das, Debojyoti & Kumar, Surya Bhushan, 2018. "International economic policy uncertainty and stock prices revisited: Multiple and Partial wavelet approach," Economics Letters, Elsevier, vol. 164(C), pages 100-108.
    40. Ahsan Abbas & Eatzaz Ahmed & Fazal Husain, 2019. "Political and Economic Uncertainty and Investment Behaviour in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 58(3), pages 307-331.
    41. Byeongju Jeong, 2002. "Policy Uncertainty and Long-Run Investment and Output across Countries," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(2), pages 363-392, May.
    42. Stilianos Fountas & Menelaos Karanasos & Jinki Kim, 2006. "Inflation Uncertainty, Output Growth Uncertainty and Macroeconomic Performance," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(3), pages 319-343, June.
    43. Fountas, Stilianos & Karanasos, Menelaos, 2006. "The relationship between economic growth and real uncertainty in the G3," Economic Modelling, Elsevier, vol. 23(4), pages 638-647, July.
    44. Libo Yin, 2016. "Does oil price respond to macroeconomic uncertainty? New evidence," Empirical Economics, Springer, vol. 51(3), pages 921-938, November.
    45. Pui Sun Tam, 2018. "Global trade flows and economic policy uncertainty," Applied Economics, Taylor & Francis Journals, vol. 50(34-35), pages 3718-3734, July.
    46. Kang, Wensheng & Perez de Gracia, Fernando & Ratti, Ronald A., 2017. "Oil price shocks, policy uncertainty, and stock returns of oil and gas corporations," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 344-359.
    47. Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Filis, George, 2014. "Dynamic spillovers of oil price shocks and economic policy uncertainty," Energy Economics, Elsevier, vol. 44(C), pages 433-447.
    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. Huafang Huang & Sharafat Ali & Yasir Ahmed Solangi, 2023. "Analysis of the Impact of Economic Policy Uncertainty on Environmental Sustainability in Developed and Developing Economies," Sustainability, MDPI, vol. 15(7), pages 1-19, March.
    2. Bin Wang & Samia Khalid & Hamid Mahmood, 2024. "R&D Spending and Economic Policy Uncertainty in Asian Countries: an Advanced Panel Data Estimation Study," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 4710-4729, March.
    3. Joseph Chukwudi Odionye & Ethelbert Ukachukwu Ojiaku & Ndubuisi Agoh & Chikeziem F. Okorontah & Roy M. Okpara & Callistus Ogu, 2024. "Economic policy uncertainty and equity index in sub-Saharan African (SSA) countries: accounting for multiple structural breaks in a panel framework," SN Business & Economics, Springer, vol. 4(6), pages 1-30, June.
    4. Tanveer Bagh & Abdul Waheed & Muhammad Asif Khan & Mirza Muhammad Naseer, 2023. "Effect of Economic Policy Uncertainty on China’s Stock Price Index: A Comprehensive Analysis Using Wavelet Coherence Approach," SAGE Open, , vol. 13(4), pages 21582440231, December.
    5. Nan Nan & Gang He & Yasir Ahmed Solangi & Sharafat Ali, 2023. "Comparative Analysis of the Impact of Policy Uncertainty, Agricultural Output, and Renewable Energy on Environmental Sustainability," Sustainability, MDPI, vol. 15(11), pages 1-17, May.
    6. Nur Hayati Abd Rahman & Shafinar Ismail & Khairunnisa Abd Samad & Bestari Dwi Handayani & Yozi Aulia Rahman & Wijang Sakitri, 2022. "The Effects of Regulatory Performance on the Debt–Growth Relationship: Cases of Upper-Middle-Income Economies," Economies, MDPI, vol. 10(10), pages 1-14, September.

    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. Wen, Jun & Khalid, Samia & Mahmood, Hamid & Zakaria, Muhammad, 2021. "Symmetric and asymmetric impact of economic policy uncertainty on food prices in China: A new evidence," Resources Policy, Elsevier, vol. 74(C).
    2. Al-Thaqeb, Saud Asaad & Algharabali, Barrak Ghanim, 2019. "Economic policy uncertainty: A literature review," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    3. Bakhsh, Satar & Zhang, Wei, 2023. "How does natural resource price volatility affect economic performance? A threshold effect of economic policy uncertainty," Resources Policy, Elsevier, vol. 82(C).
    4. Huang, Wei-Ling & Lin, Wen-Yuan & Ning, Shao-Lin, 2020. "The effect of economic policy uncertainty on China’s housing market," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    5. Badshah, Ihsan & Demirer, Riza & Suleman, Muhammad Tahir, 2019. "The effect of economic policy uncertainty on stock-commodity correlations and its implications on optimal hedging," Energy Economics, Elsevier, vol. 84(C).
    6. Phan, Dinh Hoang Bach & Sharma, Susan Sunila & Tran, Vuong Thao, 2018. "Can economic policy uncertainty predict stock returns? Global evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 55(C), pages 134-150.
    7. Sharma, Chandan & Paramati, Sudharshan Reddy, 2021. "Does economic policy uncertainty dampen imports? Commodity-level evidence from India," Economic Modelling, Elsevier, vol. 94(C), pages 139-149.
    8. Le, Thai-Ha & Le, Anh Tu & Le, Ha-Chi, 2021. "The historic oil price fluctuation during the Covid-19 pandemic: What are the causes?," Research in International Business and Finance, Elsevier, vol. 58(C).
    9. Das, Debojyoti & Kannadhasan, M. & Bhattacharyya, Malay, 2019. "Do the emerging stock markets react to international economic policy uncertainty, geopolitical risk and financial stress alike?," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 1-19.
    10. Gilles Dufrénot & William Ginn & Marc Pourroy, 2023. "ENSO Climate Patterns on Global Economic Conditions," AMSE Working Papers 2308, Aix-Marseille School of Economics, France.
    11. Hong, Yun & Zhang, Rushan & Zhang, Feipeng, 2024. "Time-varying causality impact of economic policy uncertainty on stock market returns: Global evidence from developed and emerging countries," International Review of Financial Analysis, Elsevier, vol. 91(C).
    12. Guglielmo Maria Caporale & Menelaos Karanasos & Stavroula Yfanti, 2019. "Macro-Financial Linkages in the High-Frequency Domain: The Effects of Uncertainty on Realized Volatility," CESifo Working Paper Series 8000, CESifo.
    13. Stavros Degiannakis & George Filis, 2019. "Forecasting European economic policy uncertainty," Scottish Journal of Political Economy, Scottish Economic Society, vol. 66(1), pages 94-114, February.
    14. Rehman, Mobeen Ur, 2018. "Do oil shocks predict economic policy uncertainty?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 498(C), pages 123-136.
    15. Kang, Wensheng & de Gracia, Fernando Perez & Ratti, Ronald A., 2019. "The asymmetric response of gasoline prices to oil price shocks and policy uncertainty," Energy Economics, Elsevier, vol. 77(C), pages 66-79.
    16. Chin Chia Liang & Carol Troy & Ellen Rouyer, 2020. "The Stock Price Impact of Domestic and Foreign Economic Policy Uncertainty: Evidence from China," Economics Bulletin, AccessEcon, vol. 40(2), pages 1747-1755.
    17. Assaf, Ata & Charif, Husni & Mokni, Khaled, 2021. "Dynamic connectedness between uncertainty and energy markets: Do investor sentiments matter?," Resources Policy, Elsevier, vol. 72(C).
    18. Chen, Wen-Yi & Chen, Mei-Ping, 2022. "Twitter’s daily happiness sentiment, economic policy uncertainty, and stock index fluctuations," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    19. Lee, Jungho & Xu, Jianhuan, 2019. "Tax uncertainty and business activity," Journal of Economic Dynamics and Control, Elsevier, vol. 103(C), pages 158-184.
    20. Yuan, Di & Li, Sufang & Li, Rong & Zhang, Feipeng, 2022. "Economic policy uncertainty, oil and stock markets in BRIC: Evidence from quantiles analysis," Energy Economics, Elsevier, vol. 110(C).

    More about this item

    Keywords

    Policy uncertainty; Growth; NARDL;
    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
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - 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:kap:ecopln:v:55:y:2022:i:3:d:10.1007_s10644-021-09364-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.