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Differential impact of natural resource revenues on global public debt: A quantile regression approach

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  • Ruiz, Yomara
  • Aguirre, Nikolay
  • Ponce, Pablo
  • Álvarez-García, José

Abstract

The relationship between public debt and natural resource income is increasingly relevant in the global economy. In many countries, the exploitation of natural resources not only constitutes an essential source of income but can also significantly influence the dynamics of public debt. Therefore, this research examines the relationship between natural resource income and public debt globally and in different groups of countries, classified by income level, from 1995 to 2022. In effect, second-generation econometric techniques were used to control the cross-sectional dependence between the countries examined, where it was found that there is long-term dependence and cointegration in the model variables. Likewise, through quantile regressions, it was found that natural resource income and economic growth reduce public debt, while technology and unemployment increase public debt, and only inequality presents heterogeneous effects in groups of countries; in developed countries, it reduces public debt, and in developing countries, it increases public debt. Finally, this study allows formulating several policy implications for achieving a balanced public debt, underlining the importance of efficient management of revenues from natural resources and strategic investment in sectors that promote sustainable economic growth.

Suggested Citation

  • Ruiz, Yomara & Aguirre, Nikolay & Ponce, Pablo & Álvarez-García, José, 2025. "Differential impact of natural resource revenues on global public debt: A quantile regression approach," Resources Policy, Elsevier, vol. 100(C).
  • Handle: RePEc:eee:jrpoli:v:100:y:2025:i:c:s0301420724008158
    DOI: 10.1016/j.resourpol.2024.105448
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    as
    1. Philipp Heimberger, 2023. "Do higher public debt levels reduce economic growth?," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1061-1089, September.
    2. Peruzzi, Valentina & Murro, Pierluigi & Di Colli, Stefano, 2023. "The distributional impact of local banking. Evidence from the financial and sovereign-debt crises," European Journal of Political Economy, Elsevier, vol. 80(C).
    3. Liu, Yan & Marimon, Ramon & Wicht, Adrien, 2023. "Making sovereign debt safe with a financial stability fund," Journal of International Economics, Elsevier, vol. 145(C).
    4. Croce, M.M. & Nguyen, Thien T. & Raymond, S. & Schmid, L., 2019. "Government debt and the returns to innovation," Journal of Financial Economics, Elsevier, vol. 132(3), pages 205-225.
    5. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    6. Klein, Mathias & Winkler, Roland, 2019. "Austerity, inequality, and private debt overhang," European Journal of Political Economy, Elsevier, vol. 57(C), pages 89-106.
    7. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    8. Cooray, Arusha & Özmen, Ibrahim, 2024. "The role of institutions on public debt: A quantile regression approach," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 912-928.
    9. Wang, Wencheng & Ning, Zinan & Shu, Yang & Riti, Joshua Sunday & Riti, Miriam-Kamah J., 2023. "Natural resource rents and public debts nexus in African resource-rich and most indebted nations: Issues with aggregation bias," Resources Policy, Elsevier, vol. 82(C).
    10. Bartak, Jakub & Jabłoński, Łukasz & Tomkiewicz, Jacek, 2022. "Does income inequality explain public debt change in OECD countries?," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 211-224.
    11. 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.
    12. Chengyonghui, Duan & Ni, Soh Wei & San, Ong Tze & Rahim, Norhuda BT Abdul, 2023. "What role public debt plays to moderate the influence of natural resources on financial development? Appraising Resource-Curse Hypothesis in MENA Region," Resources Policy, Elsevier, vol. 86(PA).
    13. Raveh, Ohad & Tsur, Yacov, 2020. "Resource windfalls and public debt: A political economy perspective," European Economic Review, Elsevier, vol. 123(C).
    14. İbrahim Özmen & Mihai Mutascu, 2023. "Public Debt and Growth: New Insights," Post-Print hal-04273850, HAL.
    15. Cozzi, Marco, 2023. "Public debt and welfare in a quantitative Schumpeterian growth model with incomplete markets," Journal of Macroeconomics, Elsevier, vol. 77(C).
    16. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    17. Borissov, Kirill & Kalk, Andrei, 2020. "Public debt, positional concerns, and wealth inequality," Journal of Economic Behavior & Organization, Elsevier, vol. 170(C), pages 96-111.
    18. Chen, Jingquan & Ma, Wanying & Kchouri, Bilal & Ribeiro-Navarrete, Samuel, 2024. "Resource rich yet debt ridden: The role of natural resources and debt servicing in sustainable economic growth," Resources Policy, Elsevier, vol. 89(C).
    19. Melina, Giovanni & Yang, Shu-Chun S. & Zanna, Luis-Felipe, 2016. "Debt sustainability, public investment, and natural resources in developing countries: The DIGNAR model," Economic Modelling, Elsevier, vol. 52(PB), pages 630-649.
    20. Uxó, Jorge & Febrero, Eladio & Ayala, Iván & Villanueva, Paloma, 2024. "Debt sustainability and policy targets: Full employment or structural balance? A simulation for the Spanish economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 475-487.
    21. Ilham Syah Azikin & Dian Anggriani Utina & Bahtiar Maddatuang & Nurfaisah Baharuddin & Abdul Rahim Ridzuan & Nur Hayati Abd Rahman, 2024. "How do Environmental Quality and Technology Affect Public Debt in Indonesia? A Time Series Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 14(1), pages 441-446, January.
    22. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    23. Suzanne McCoskey & Chihwa Kao, 1998. "A residual-based test of the null of cointegration in panel data," Econometric Reviews, Taylor & Francis Journals, vol. 17(1), pages 57-84.
    24. Olumide Olusegun Olaoye & Phillip A. Olomola, 2023. "Sub‐Saharan Africa's rising public debt stock: Is there a cause for concern?," South African Journal of Economics, Economic Society of South Africa, vol. 91(1), pages 85-115, March.
    25. Gilbert, Christine & Guénin, Henri, 2024. "The COVID-19 crisis and massive public debts: What should we expect?," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 98(C).
    26. Alsamara, Mouyad & Mrabet, Zouhair & Mimouni, Karim, 2024. "The threshold effects of public debt on economic growth in MENA countries: Do energy endowments matter?," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 458-470.
    27. Alexander Chudik & M. Hashem Pesaran, 2013. "Large Panel Data Models with Cross-Sectional Dependence: A Survey," CESifo Working Paper Series 4371, CESifo.
    28. He, Kang & Gan, Yue & Wu, Hong, 2024. "Natural resources, decentralized system, financial inclusion and sustainable development: Evidence from top emerging economies with resources abundance," Resources Policy, Elsevier, vol. 89(C).
    29. Chuku, Chuku & Lang, Lin & Lim, King Yoong, 2023. "Public debt, Chinese loans and optimal exploration–extraction in Africa," Energy Economics, Elsevier, vol. 118(C).
    30. Dias, João, 2017. "Unemployment and sovereign debt crisis in the Eurozone: A k-means-r analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 482(C), pages 108-117.
    31. Akalbeo, Benard & Martinez-Vazquez, Jorge & Yedgenov, Bauyrzhan, 2023. "Fiscal decentralization and structural versus cyclical unemployment levels," European Journal of Political Economy, Elsevier, vol. 80(C).
    32. Morlin, Guilherme Spinato, 2022. "Growth led by government expenditure and exports: Public and external debt stability in a supermultiplier model," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 586-598.
    33. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    34. Röhrs, Sigrid & Winter, Christoph, 2017. "Reducing government debt in the presence of inequality," Journal of Economic Dynamics and Control, Elsevier, vol. 82(C), pages 1-20.
    35. Thomas Geelen & Jakub Hajda & Erwan Morellec, 2022. "Can Corporate Debt Foster Innovation and Growth?," The Review of Financial Studies, Society for Financial Studies, vol. 35(9), pages 4152-4200.
    36. Li, Zhiyuan & Doğan, Buhari & Ghosh, Sudeshna & Chen, Wei-Ming & Lorente, Daniel Balsalobre, 2024. "Economic complexity, natural resources and economic progress in the era of sustainable development: Findings in the context of resource deployment challenges," Resources Policy, Elsevier, vol. 88(C).
    37. Ampofo, Gideon Minua Kwaku & Jinhua, Cheng & Bosah, Philip Chukwunonso & Ayimadu, Edwin Twum & Senadzo, Patrick, 2021. "Nexus between total natural resource rents and public debt in resource-rich countries:A panel data analysis," Resources Policy, Elsevier, vol. 74(C).
    38. Damiaan Persyn & Joakim Westerlund, 2008. "Error-correction–based cointegration tests for panel data," Stata Journal, StataCorp LLC, vol. 8(2), pages 232-241, June.
    39. Herwartz, H. & Siedenburg, F., 2008. "Homogenous panel unit root tests under cross sectional dependence: Finite sample modifications and the wild bootstrap," Computational Statistics & Data Analysis, Elsevier, vol. 53(1), pages 137-150, September.
    40. Shang, Longfei & Saffar, Walid, 2023. "Employment Protection and Household Mortgage Debt," Journal of Banking & Finance, Elsevier, vol. 149(C).
    41. Tiwari, Sunil & Mentel, Grzegorz & Si Mohammed, Kamel & Rehman, Mohd Ziaur & Lewandowska, Anna, 2024. "Unveiling the role of natural resources, energy transition and environmental policy stringency for sustainable environmental development: Evidence from BRIC +1," Resources Policy, Elsevier, vol. 96(C).
    42. Huang, Yongming & Faraz Raza, Syed Muhammad & Usman, Muhammad, 2023. "Asymmetric role of natural resources dependence, industrialization, and foreign direct investment in China’s economic growth," Resources Policy, Elsevier, vol. 85(PB).
    43. Carrera, Jorge & de la Vega, Pablo, 2021. "The impact of income inequality on public debt," The Journal of Economic Asymmetries, Elsevier, vol. 24(C).
    44. Chletsos, Michael & Sintos, Andreas, 2023. "The effects of IMF conditional programs on the unemployment rate," European Journal of Political Economy, Elsevier, vol. 76(C).
    45. Chien, YiLi & Wen, Yi, 2022. "The determination of public debt under both aggregate and idiosyncratic uncertainty," Journal of Economic Theory, Elsevier, vol. 203(C).
    46. Li, Rongrong & Wang, Qiang & Li, Lejia & Hu, Sailan, 2023. "Do natural resource rent and corruption governance reshape the environmental Kuznets curve for ecological footprint? Evidence from 158 countries," Resources Policy, Elsevier, vol. 85(PB).
    47. Corden, W Max & Neary, J Peter, 1982. "Booming Sector and De-Industrialisation in a Small Open Economy," Economic Journal, Royal Economic Society, vol. 92(368), pages 825-848, December.
    48. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    49. Qiang Wang & Yuanfan Li & Rongrong Li, 2024. "Ecological footprints, carbon emissions, and energy transitions: the impact of artificial intelligence (AI)," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.
    50. Heimberger, Philipp, 2023. "Public debt and r-g risks in advanced economies: Eurozone versus stand-alone," Journal of International Money and Finance, Elsevier, vol. 136(C).
    51. Li, Jun & He, Wei & Li, Guilong, 2024. "Natural resources, economic complexity and growth nexus: Role of digital governance in addressing the resource curse," Resources Policy, Elsevier, vol. 92(C).
    52. Mihaela Simionescu & Javier Cifuentes‐Faura, 2023. "Analysing public debt in the Mexican states: Spatial convergence, regional drivers and policy recommendations," Papers in Regional Science, Wiley Blackwell, vol. 102(4), pages 737-760, August.
    53. Gideon Minua Kwaku Ampofo & Prosper Basommi Laari & Emmanuel Opoku Ware & Williams Shaw, 2023. "Further investigation of the total natural resource rents and economic growth nexus in resource-abundant sub-Saharan African countries," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 36(1), pages 97-121, January.
    54. Danish, & Ulucak, Recep, 2022. "Analyzing energy innovation-emissions nexus in China: A novel dynamic simulation method," Energy, Elsevier, vol. 244(PB).
    55. Apergis, Nicholas & Katsaiti, Marina-Selini, 2018. "Poverty and the resource curse: Evidence from a global panel of countries," Research in Economics, Elsevier, vol. 72(2), pages 211-223.
    56. Jalles, João Tovar & Medas, Paulo, 2024. "The economic aftermath of surges in public and private debt: Initial conditions and channels," Economic Systems, Elsevier, vol. 48(3).
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    More about this item

    Keywords

    Public debt; Natural resources; Panel data;
    All these keywords.

    JEL classification:

    • H63 - Public Economics - - National Budget, Deficit, and Debt - - - Debt; Debt Management; Sovereign Debt
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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