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The Role of Labor Force, Physical Capital, and Energy Consumption in Shaping Agricultural and Industrial Output in Pakistan

Author

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  • Muhammad Umair

    (Department of Economics, Emerson University Multan, Multan 60000, Pakistan
    All authors contributed equally to the realization of the article.)

  • Waqar Ahmad

    (School of Economics, IIIE, International Islamic University Islamabad, Islamabad 44000, Pakistan
    All authors contributed equally to the realization of the article.)

  • Babar Hussain

    (School of Economics, IIIE, International Islamic University Islamabad, Islamabad 44000, Pakistan
    All authors contributed equally to the realization of the article.)

  • Valentin Marian Antohi

    (Department of Business Administration, Dunarea de Jos University of Galati, 800008 Galati, Romania
    All authors contributed equally to the realization of the article.)

  • Costinela Fortea

    (Department of Business Administration, Dunarea de Jos University of Galati, 800008 Galati, Romania
    All authors contributed equally to the realization of the article.)

  • Monica Laura Zlati

    (Department of Business Administration, Dunarea de Jos University of Galati, 800008 Galati, Romania
    All authors contributed equally to the realization of the article.)

Abstract

The labor force, physical capital, and energy sources are key economic drivers that enhance the output levels of developing economies. Despite their significance, the impact of these factors on agricultural and industrial output in Pakistan remains underexplored. This study aims to address this gap by examining the effects of the labor force, physical capital, and energy consumption—including electricity, oil, and gas—on agricultural and industrial output. Additionally, we explore the combined effects of electricity and oil consumption on these sectors. Based on unit root test results, which indicate that the variables as either I(0) or I(1), the Autoregressive Distributed Lag (ARDL) technique is selected. This method is particularly effective for handling mixed integration orders and provides robust estimates in small sample sizes, allowing for a thorough examination of both short- and long-run dynamics. Using annual time-series data from Pakistan for the period 1990–2022, the empirical results reveal that higher levels of the labor force, physical capital, electricity consumption, oil consumption, and gas consumption significantly increase agricultural and industrial output in both the short and long run. Furthermore, the findings reveal that the combined effect of electricity and oil consumption has a stronger impact on agricultural and industrial output compared to their individual effects. These results are further validated using alternative econometric techniques such as DOLS and FMOLS. To enhance Pakistan’s agricultural and industrial performance, policies should prioritize investment in human capital and physical capital development, ensure reliable and efficient energy supplies, and promote integrated energy management strategies. These steps are crucial for fostering sustainable economic growth and productivity in both sectors.

Suggested Citation

  • Muhammad Umair & Waqar Ahmad & Babar Hussain & Valentin Marian Antohi & Costinela Fortea & Monica Laura Zlati, 2024. "The Role of Labor Force, Physical Capital, and Energy Consumption in Shaping Agricultural and Industrial Output in Pakistan," Sustainability, MDPI, vol. 16(17), pages 1-26, August.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:17:p:7425-:d:1465843
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    References listed on IDEAS

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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Pesaran, M.H. & Shin, Y., 1995. "An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis," Cambridge Working Papers in Economics 9514, Faculty of Economics, University of Cambridge.
    3. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    4. Ekundayo Mesagan & Juliet Adenuga, 2020. "Effects of Oil Resource Endowment, Natural Gas and Agriculture Output: Policy Options for Inclusive Growth," BizEcons Quarterly, Strides Educational Foundation, vol. 8, pages 15-34.
    5. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    6. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    7. 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.
    8. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    9. Wang, Yudong & Wu, Chongfeng & Yang, Li, 2014. "Oil price shocks and agricultural commodity prices," Energy Economics, Elsevier, vol. 44(C), pages 22-35.
    10. Yuheng Li & Xun Wang & Hans Westlund & Yansui Liu, 2015. "Physical Capital, Human Capital, and Social Capital: The Changing Roles in China's Economic Growth," Growth and Change, Wiley Blackwell, vol. 46(1), pages 133-149, March.
    11. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    12. Liaqat Ali & Naveed Akhtar, 2024. "The Effectiveness of Export, FDI, Human Capital, and R&D on Total Factor Productivity Growth: the Case of Pakistan," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3085-3099, March.
    13. Román-Collado, Rocío & Economidou, Marina, 2021. "The role of energy efficiency in assessing the progress towards the EU energy efficiency targets of 2020: Evidence from the European productive sectors," Energy Policy, Elsevier, vol. 156(C).
    14. Soliman, Alaa M. & Lau, Chi Keung & Cai, Yifei & Sarker, Provash Kumer & Dastgir, Shabbir, 2023. "Asymmetric Effects of Energy Inflation, Agri-inflation and CPI on Agricultural Output: Evidence from NARDL and SVAR Models for the UK," Energy Economics, Elsevier, vol. 126(C).
    15. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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