IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v16y2025i1d10.1007_s13132-024-02073-x.html
   My bibliography  Save this article

The Impact of Public Debt and Quality of Governance on Economic Growth in High-Income Countries

Author

Listed:
  • Kazi Musa

    (Universiti Teknologi MARA (UiTM))

  • Marijn Janssen

    (Delft University of Technology)

  • Jamaliah Said

    (Universiti Teknologi MARA (UiTM))

  • Nor Balkish Zakaria

    (Universiti Teknologi MARA (UiTM))

  • Naila Erum

    (Universiti Teknologi MARA (UiTM))

Abstract

Government intervention is imperative in the mixed economic system due to market failures, imperfection, pure public goods, and economic externalities to stabilize the economy. We examine the impact of public debt on economic growth. As the role of quality of governance (QoG) is disputed in prior studies, we examine the direct and moderating role of QoG in the context of high-income countries. Whereas analyses are often based on static models along with conventional quantile regression methods not considering the scale and location, we use the method of moment quantile regression (MMQR) by considering the quantile in both scale and location based on heterogeneous panel data from 1990 to 2020. Our empirical investigation shows that public debt promotes economic growth in lower to upper-medium quantiles but is ineffective in top quantiles. The moderating role of QoG on the debt-growth nexus is counterproductive in lower quantiles and insignificant in upper quantiles, which could be the rationale for the tight QoG rules and regulations. The findings also indicate that the effectiveness of the QoG on public debt is crucial for economic growth in high-income countries, while large public debt and too strict rules and regulations of QoG often slow down the growth process in high-income countries. As policy recommendations, governments should adopt prudent public debt management strategies to balance growth stimulation with the avoidance of excessive debt accumulation. Besides, a moderate QoG framework can be prioritized to effectively moderate the relationship between public debt and economic growth to foster sustainable growth trajectories. Graphical Abstract

Suggested Citation

  • Kazi Musa & Marijn Janssen & Jamaliah Said & Nor Balkish Zakaria & Naila Erum, 2025. "The Impact of Public Debt and Quality of Governance on Economic Growth in High-Income Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 2817-2843, March.
  • Handle: RePEc:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-02073-x
    DOI: 10.1007/s13132-024-02073-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-024-02073-x
    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/s13132-024-02073-x?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. Gründler, Klaus & Potrafke, Niklas, 2019. "Corruption and economic growth: New empirical evidence," European Journal of Political Economy, Elsevier, vol. 60(C).
    2. Philipp Heimberger, 2023. "Do higher public debt levels reduce economic growth?," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1061-1089, September.
    3. Potrafke, Niklas, 2020. "General or central government? Empirical evidence on political cycles in budget composition using new data for OECD countries," European Journal of Political Economy, Elsevier, vol. 63(C).
    4. Kashefi Pour, Eilnaz & Lasfer, Meziane, 2019. "Taxes, governance, and debt maturity structure: International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 58(C), pages 136-161.
    5. Mauro, Luciano & Pigliaru, Francesco & Carmeci, Gaetano, 2018. "Decentralization and growth: Do informal institutions and rule of law matter?," Journal of Policy Modeling, Elsevier, vol. 40(5), pages 873-902.
    6. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    7. Chernozhukov, Victor & Hong, Han, 2003. "An MCMC approach to classical estimation," Journal of Econometrics, Elsevier, vol. 115(2), pages 293-346, August.
    8. Kazi Musa & Norli Ali & Jamaliah Said & Farha Ghapar & Oleg Mariev & Norhayati Mohamed & Hirnissa Mohd Tahir, 2023. "Does the Effectiveness of Budget Deficit Vary between Welfare and Non-Welfare Countries?," Sustainability, MDPI, vol. 15(5), pages 1-22, February.
    9. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    10. Laurent Kemoe & Emmanuel K.K. Lartey, 2022. "Public debt, institutional quality and growth in sub-Saharan Africa: a threshold analysis," International Review of Applied Economics, Taylor & Francis Journals, vol. 36(2), pages 222-244, March.
    11. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    12. 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.
    13. El Mostafa Bentour, 2021. "On the public debt and growth threshold: one size does not necessarily fit all," Applied Economics, Taylor & Francis Journals, vol. 53(11), pages 1280-1299, March.
    14. Andrés Rodríguez-Pose & Vassilis Tselios, 2019. "Well-being, Political Decentralisation and Governance Quality in Europe," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 20(1), pages 69-93, January.
    15. Kuziemski, Maciej & Misuraca, Gianluca, 2020. "AI governance in the public sector: Three tales from the frontiers of automated decision-making in democratic settings," Telecommunications Policy, Elsevier, vol. 44(6).
    16. İbrahim Özmen & Mihai Mutascu, 2023. "Public Debt and Growth: New Insights," Post-Print hal-04273850, HAL.
    17. Gootjes, Bram & de Haan, Jakob, 2022. "Do fiscal rules need budget transparency to be effective?," European Journal of Political Economy, Elsevier, vol. 75(C).
    18. Howard Haughton & Jodie Keane, 2021. "Alleviating debt distress and advancing the sustainable development goals," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(3), pages 528-536, May.
    19. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    20. 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).
    21. Marco Bisogno & Beatriz Cuadrado-Ballesteros, 2022. "Budget transparency and governance quality: a cross-country analysis," Public Management Review, Taylor & Francis Journals, vol. 24(10), pages 1610-1631, October.
    22. Willem Vanlaer & Mattia Picarelli & Wim Marneffe, 2021. "Debt and Private Investment: Does the EU Suffer from a Debt Overhang?," Open Economies Review, Springer, vol. 32(4), pages 789-820, September.
    23. Cosimo Magazzino & Lorenzo Giolli & Marco Mele, 2015. "Wagner's Law and Peacock and Wiseman's Displacement Effect in European Union Countries: A Panel Data Study," International Journal of Economics and Financial Issues, Econjournals, vol. 5(3), pages 812-819.
    24. Philip Arestis & Hüseyin Şen & Ayşe Kaya, 2021. "On the linkage between government expenditure and output: empirics of the Keynesian view versus Wagner’s law," Economic Change and Restructuring, Springer, vol. 54(2), pages 265-303, May.
    25. Kaplan, David M. & Sun, Yixiao, 2017. "Smoothed Estimating Equations For Instrumental Variables Quantile Regression," Econometric Theory, Cambridge University Press, vol. 33(1), pages 105-157, February.
    26. Asimakopoulos, Stylianos & Karavias, Yiannis, 2016. "The impact of government size on economic growth: A threshold analysis," Economics Letters, Elsevier, vol. 139(C), pages 65-68.
    27. Dorobantu, Sinziana & Müllner, Jakob, 2019. "Debt-side governance and the geography of project finance syndicates," Journal of Corporate Finance, Elsevier, vol. 57(C), pages 161-179.
    28. Bosede Ngozi Adeleye & Abdul Jamal & Lukman Shehu Adam & Tunji Oyedepo, 2022. "ICT Leapfrogging and Economic Growth Among SAARC Economies: Evidence From Method of Moments Quantile Regression," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 25(3), pages 230-253, July.
    29. Alexandra-Claudia Grosu & Carmen Pintilescu & Bogdan Zugravu, 2022. "Trends in public debt sustainability in Central and Eastern EU countries," Post-Communist Economies, Taylor & Francis Journals, vol. 34(2), pages 173-195, February.
    30. Jan Jacobs & Kazuo Ogawa & Elmer Sterken & Ichiro Tokutsu, 2020. "Public Debt, Economic Growth and the Real Interest Rate: A Panel VAR Approach to EU and OECD Countries," Applied Economics, Taylor & Francis Journals, vol. 52(12), pages 1377-1394, March.
    31. Taner Turan & Halit Yanıkkaya, 2021. "External debt, growth and investment for developing countries: some evidence for the debt overhang hypothesis," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 20(3), pages 319-341, September.
    32. Le‐Yu Chen & Sokbae Lee, 2018. "Exact computation of GMM estimators for instrumental variable quantile regression models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(4), pages 553-567, June.
    33. Victor Chernozhukov & Roberto Rigobon & Thomas M. Stoker, 2010. "Set identification and sensitivity analysis with Tobin regressors," Quantitative Economics, Econometric Society, vol. 1(2), pages 255-277, November.
    34. Chernozhukov, Victor & Hansen, Christian, 2008. "Instrumental variable quantile regression: A robust inference approach," Journal of Econometrics, Elsevier, vol. 142(1), pages 379-398, January.
    35. Willem Vanlaer & Mattia Picarelli & Wim Marneffe, 2021. "Correction to: Debt and Private Investment: Does the EU Suffer from a Debt Overhang?," Open Economies Review, Springer, vol. 32(4), pages 821-821, September.
    36. Alfredo Monte & Luca Pennacchio, 2020. "Corruption, Government Expenditure and Public Debt in OECD Countries," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 62(4), pages 739-771, December.
    37. James MacGee & Thomas Michael Pugh & Kurt See, 2022. "The heterogeneous effects of COVID‐19 on Canadian household consumption, debt and savings," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 54-87, February.
    38. Zhang Zhuo & Almalki Sultan Musaad O & Bashir Muhammad & Sher Khan, 2021. "Underlying the Relationship Between Governance and Economic Growth in Developed Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1314-1330, September.
    39. Chernozhukov, Victor & Hansen, Christian, 2006. "Instrumental quantile regression inference for structural and treatment effect models," Journal of Econometrics, Elsevier, vol. 132(2), pages 491-525, June.
    40. Mohsin, Muhammad & Ullah, Hafeez & Iqbal, Nadeem & Iqbal, Wasim & Taghizadeh-Hesary, Farhad, 2021. "How external debt led to economic growth in South Asia: A policy perspective analysis from quantile regression," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 423-437.
    41. Jorge Uxó & Ignacio Álvarez & Eladio Febrero, 2018. "Fiscal space on the eurozone periphery and the use of the (partially) balanced-budget multiplier: The case of Spain," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 41(1), pages 99-125, January.
    42. Alexandre, Fernando & Bação, Pedro & Veiga, Francisco José, 2022. "The political economy of productivity growth," European Journal of Political Economy, Elsevier, vol. 75(C).
    43. 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).
    44. Baum, Anja & Checherita-Westphal, Cristina & Rother, Philipp, 2013. "Debt and growth: New evidence for the euro area," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 809-821.
    45. Gómez-Puig, Marta & Sosvilla-Rivero, Simón, 2017. "Heterogeneity in the debt-growth nexus: Evidence from EMU countries," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 470-486.
    46. Cronin, David & McInerney, Niall, 2023. "Official fiscal forecasts in EU member states under the European Semester and Fiscal Compact – An empirical assessment," European Journal of Political Economy, Elsevier, vol. 76(C).
    47. Krugman, Paul, 1988. "Financing vs. forgiving a debt overhang," Journal of Development Economics, Elsevier, vol. 29(3), pages 253-268, November.
    48. Robert A. Blecker, 2022. "New advances and controversies in the framework of balance‐of‐payments‐constrained growth," Journal of Economic Surveys, Wiley Blackwell, vol. 36(2), pages 429-467, April.
    49. Arabzadeh, Hamzeh, 2022. "Wage centralization and the political economy of budget deficits," European Journal of Political Economy, Elsevier, vol. 74(C).
    50. Balli Faruk & Pierucci Eleonora, 2020. "Risk Sharing and Institutional Quality: Evidence from OECD and Emerging Economies," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(1), pages 53-71, February.
    51. Awan, Ashar & Abbasi, Kashif Raza & Rej, Soumen & Bandyopadhyay, Arunava & Lv, Kangjuan, 2022. "The impact of renewable energy, internet use and foreign direct investment on carbon dioxide emissions: A method of moments quantile analysis," Renewable Energy, Elsevier, vol. 189(C), pages 454-466.
    52. Daron Acemoglu & James A. Robinson, 2019. "Rents and economic development: the perspective of Why Nations Fail," Public Choice, Springer, vol. 181(1), pages 13-28, October.
    53. Pirmin Fessler & Martin Schürz, 2018. "Private Wealth Across European Countries: The Role of Income, Inheritance and the Welfare State," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 19(4), pages 521-549, October.
    54. Meyll, Tobias & Walter, Andreas, 2019. "Tapping and waving to debt: Mobile payments and credit card behavior," Finance Research Letters, Elsevier, vol. 28(C), pages 381-387.
    55. Law, Siong Hook & Ng, Chee Hung & Kutan, Ali M. & Law, Zhi Kei, 2021. "Public debt and economic growth in developing countries: Nonlinearity and threshold analysis," Economic Modelling, Elsevier, vol. 98(C), pages 26-40.
    56. Welles M. Abreu & Ricardo C. Gomes, 2022. "Shackling the Leviathan: balancing state and society powers against corruption," Public Management Review, Taylor & Francis Journals, vol. 24(8), pages 1182-1207, August.
    57. Khan, Muhammad Asif & Khan, Muhammad Atif & Abdulahi, Mohamued Elyas & Liaqat, Idrees & Shah, Sayyed Sadaqat Hussain, 2019. "Institutional quality and financial development: The United States perspective," Journal of Multinational Financial Management, Elsevier, vol. 49(C), pages 67-80.
    58. Milojko Arsić & Zorica Mladenović & Aleksandra Nojković, 2021. "Debt Uncertainty and Economic Growth in Emerging European Economies: Some Empirical Evidence," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(12), pages 3565-3585, September.
    59. Massimo Amato & Everardo Belloni & Paolo Falbo & Lucio Gobbi, 2021. "Europe, public debts, and safe assets: the scope for a European Debt Agency," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(3), pages 823-861, October.
    60. Mihaela Onofrei & Anca Gavriluţă (Vatamanu) & Ionel Bostan & Florin Oprea & Gigel Paraschiv & Cristina Mihaela Lazăr, 2020. "The Implication of Fiscal Principles and Rules on Promoting Sustainable Public Finances in the EU Countries," Sustainability, MDPI, vol. 12(7), pages 1-21, April.
    61. Tuan T. Chu & Jens Hölscher & Dermot McCarthy, 2020. "The impact of productive and non-productive government expenditure on economic growth: an empirical analysis in high-income versus low- to middle-income economies," Empirical Economics, Springer, vol. 58(5), pages 2403-2430, May.
    62. Brady, Gordon L. & Magazzino, Cosimo, 2018. "Government debt in EMU countries," The Journal of Economic Asymmetries, Elsevier, vol. 18(C), pages 1-1.
    63. Rosa Canelli & Giuseppe Fontana & Riccardo Realfonzo & Marco Veronese Passarella, 2021. "Are EU Policies Effective to Tackle the Covid-19 Crisis? The Case of Italy," Review of Political Economy, Taylor & Francis Journals, vol. 33(3), pages 432-461, July.
    64. Anis Ochi & Yosra Saidi & Mohamed Ali Labidi, 2023. "Non-linear Threshold Effect of Governance Quality on Economic Growth in African Countries: Evidence from Panel Smooth Transition Regression Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 4707-4729, December.
    65. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    66. Petrović, Pavle & Arsić, Milojko & Nojković, Aleksandra, 2021. "Increasing public investment can be an effective policy in bad times: Evidence from emerging EU economies," Economic Modelling, Elsevier, vol. 94(C), pages 580-597.
    67. Syed Ali Raza & Nida Shah & Imtiaz Arif, 2021. "Relationship Between FDI and Economic Growth in the Presence of Good Governance System: Evidence from OECD Countries," Global Business Review, International Management Institute, vol. 22(6), pages 1471-1489, December.
    Full references (including those not matched with items on IDEAS)

    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. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    2. Kazi Musa & Kazi Sohag & Jamaliah Said & Farha Ghapar & Norli Ali, 2023. "Public Debt, Governance, and Growth in Developing Countries: An Application of Quantile via Moments," Mathematics, MDPI, vol. 11(3), pages 1-13, January.
    3. Mihaela Onofrei & Ionel Bostan & Bogdan Narcis Firtescu & Angela Roman & Valentina Diana Rusu, 2022. "Public Debt and Economic Growth in EU Countries," Economies, MDPI, vol. 10(10), pages 1-23, October.
    4. 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).
    5. Hiroaki Kaido & Kaspar Wüthrich, 2021. "Decentralization estimators for instrumental variable quantile regression models," Quantitative Economics, Econometric Society, vol. 12(2), pages 443-475, May.
    6. Mohd Alsaleh & Xiaohui Wang & Zhang Nan, 2024. "Toward marine sustainability: Unveiling the effect of the fishery industry on blue carbon sequestration," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 481-495, February.
    7. Kaspar Wüthrich, 2020. "A Comparison of Two Quantile Models With Endogeneity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(2), pages 443-456, April.
    8. Cao, Chunyan & Chen, Wei & Aslam, Misbah, 2023. "COP26 perspective of natural resources extraction: Oil and mineral resources perspective of developed economies," Resources Policy, Elsevier, vol. 82(C).
    9. de Castro, Luciano & Galvao, Antonio F. & Kaplan, David M. & Liu, Xin, 2019. "Smoothed GMM for quantile models," Journal of Econometrics, Elsevier, vol. 213(1), pages 121-144.
    10. Panagiotidis, Theodore & Printzis, Panagiotis, 2021. "Investment and uncertainty: Are large firms different from small ones?," Journal of Economic Behavior & Organization, Elsevier, vol. 184(C), pages 302-317.
    11. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
    12. Tooba Pervaiz Banday & Ekrem Erdem, 2024. "ICT and declining labor productivity in OECD," SN Business & Economics, Springer, vol. 4(3), pages 1-19, March.
    13. de Castro, Luciano & Galvao, Antonio F. & Kaplan, David M. & Liu, Xin, 2019. "Smoothed GMM for quantile models," Journal of Econometrics, Elsevier, vol. 213(1), pages 121-144.
    14. Alessandro Bellocchi & Giuseppe Travaglini, 2024. "Nonlinearity, Endogeneity, and Interaction: Implications for European Reform of Budgetary Rules," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 10(2), pages 519-550, July.
    15. Yinchu Zhu, 2018. "Learning non-smooth models: instrumental variable quantile regressions and related problems," Papers 1805.06855, arXiv.org, revised Sep 2019.
    16. Isiaka Akande Raifu & Terver Theophilus Kumeka & Alarudeen Aminu, 2024. "Financial Development and Unemployment in MENA: Evidence from Heterogeneous Panel Causality and Quantile via Moment Regression," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3512-3550, March.
    17. Oguzhan Bozatli & Seref Can Serin & Murat Demir, 2024. "The causal relationship between public debt and economic growth in G7 countries: new evidence from time and frequency domain approaches," Economic Change and Restructuring, Springer, vol. 57(3), pages 1-27, June.
    18. David Kang & Seojeong Lee, 2025. "Misspecification-Robust Asymptotic and Bootstrap Inference for Nonsmooth GMM," Working Papers 423284005, Lancaster University Management School, Economics Department.
    19. Chien, Fengsheng & Anwar, Ahsan & Hsu, Ching-Chi & Sharif, Arshian & Razzaq, Asif & Sinha, Avik, 2021. "The role of information and communication technology in encountering environmental degradation: Proposing an SDG framework for the BRICS countries," Technology in Society, Elsevier, vol. 65(C).
    20. Trofimov, Ivan D., 2020. "The optimum size of public education spending: panel data evidence," MPRA Paper 106847, University Library of Munich, Germany.

    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:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-02073-x. 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.