IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/120705.html
   My bibliography  Save this paper

Economic Policy Uncertainty: Global Energy Security with Diversification

Author

Listed:
  • Dagar, Vishal
  • Dagher, Leila
  • Rao, Amar
  • Doytch, Nadia
  • Kagzi, Muneza

Abstract

Global energy security is a growing worldwide concern in the presence of high economic policy uncertainty (EPU) that can be addressed by advancing sustainable energy diversification (ED) practices. Energy security can be estimated by combining ED and EPU indices; hence, this study uses a dataset covering three continents and 26 countries from 1995 to 2023 to measure energy security employing this approach. The study employs quantile regression and panel data analysis, finding a positive relationship between EPU and ED. The results reveal that when EPU increases, the spectrum of energy sources declines, negatively impacting energy security. Other factors of globalization, Gross Domestic Product, gross capital formation, and the labor force also have an impact on the spectrum of energy sources. To obtain a sustainable level of ED, policymakers should increase investment in gross capital formation because economic growth and openness via pro-global policies have less impact on ED. This study also demonstrates that labor capital shifts have a significant effect on ED. The quantitative results reveal the importance of clear and precise economic policies for increasing investment in carbon-free energy security.

Suggested Citation

  • Dagar, Vishal & Dagher, Leila & Rao, Amar & Doytch, Nadia & Kagzi, Muneza, 2024. "Economic Policy Uncertainty: Global Energy Security with Diversification," MPRA Paper 120705, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:120705
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/120705/1/MPRA_paper_120705.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Sang Joon Kim & Hohyun Kim, 2023. "Corporate risk and greenhouse gas emissions: evidence from Korea," Applied Economics Letters, Taylor & Francis Journals, vol. 30(16), pages 2252-2258, September.
    3. Assaf, Ata & Charif, Husni & Mokni, Khaled, 2021. "Dynamic connectedness between uncertainty and energy markets: Do investor sentiments matter?," Resources Policy, Elsevier, vol. 72(C).
    4. Kruyt, Bert & van Vuuren, D.P. & de Vries, H.J.M. & Groenenberg, H., 2009. "Indicators for energy security," Energy Policy, Elsevier, vol. 37(6), pages 2166-2181, June.
    5. 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.
    6. Lee, Chien-Chiang & Wang, Chang-song, 2022. "Financial development, technological innovation and energy security: Evidence from Chinese provincial experience," Energy Economics, Elsevier, vol. 112(C).
    7. Kim, Yeong Jae, 2022. "The countervailing effects of stocks of knowledge on low-carbon innovation through international collaboration," Energy Policy, Elsevier, vol. 170(C).
    8. Odhiambo, Nicholas M., 2009. "Energy consumption and economic growth nexus in Tanzania: An ARDL bounds testing approach," Energy Policy, Elsevier, vol. 37(2), pages 617-622, February.
    9. Gozgor, Giray & Paramati, Sudharshan Reddy, 2022. "Does energy diversification cause an economic slowdown? Evidence from a newly constructed energy diversification index," Energy Economics, Elsevier, vol. 109(C).
    10. Olimjon Saidmamatov & Nicolas Tetreault & Dilmurad Bekjanov & Elbek Khodjaniyazov & Ergash Ibadullaev & Yuldoshboy Sobirov & Lugas Raka Adrianto, 2023. "The Nexus between Agriculture, Water, Energy and Environmental Degradation in Central Asia—Empirical Evidence Using Panel Data Models," Energies, MDPI, vol. 16(7), pages 1-20, April.
    11. Selvakkumaran, Sujeetha & Limmeechokchai, Bundit, 2013. "Energy security and co-benefits of energy efficiency improvement in three Asian countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 491-503.
    12. Reenu Kumari & Anil Kumar Sharma, 2017. "Determinants of foreign direct investment in developing countries: a panel data study," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 12(4), pages 658-682, September.
    13. Doğan, Buhari & Ghosh, Sudeshna & Hoang, Dung Phuong & Chu, Lan Khanh, 2022. "Are economic complexity and eco-innovation mutually exclusive to control energy demand and environmental quality in E7 and G7 countries?," Technology in Society, Elsevier, vol. 68(C).
    14. Carlos Encinas-Ferrer & Eddie Villegas-Zermeño, 2018. "Investment and Economic Growth," Springer Proceedings in Business and Economics, in: Nicholas Tsounis & Aspasia Vlachvei (ed.), Advances in Panel Data Analysis in Applied Economic Research, chapter 0, pages 657-678, Springer.
    15. Yu, Tiffany Hui-Kuang & Huang, Meng-Chen & Huarng, Kun-Huang, 2016. "Causal complexity of economic development by energy consumption," Journal of Business Research, Elsevier, vol. 69(6), pages 2271-2276.
    16. Stern, David I., 2000. "A multivariate cointegration analysis of the role of energy in the US macroeconomy," Energy Economics, Elsevier, vol. 22(2), pages 267-283, April.
    17. Wu, Gang & Liu, Lan-Cui & Han, Zhi-Yong & Wei, Yi-Ming, 2012. "Climate protection and China’s energy security: Win–win or tradeoff," Applied Energy, Elsevier, vol. 97(C), pages 157-163.
    18. Yongliang Zhang & Md. Qamruzzaman & Salma Karim & Ishrat Jahan, 2021. "Nexus between Economic Policy Uncertainty and Renewable Energy Consumption in BRIC Nations: The Mediating Role of Foreign Direct Investment and Financial Development," Energies, MDPI, vol. 14(15), pages 1-29, August.
    19. Hughes, Larry, 2012. "A generic framework for the description and analysis of energy security in an energy system," Energy Policy, Elsevier, vol. 42(C), pages 221-231.
    20. Xavier Labandeira & Baltazar Manzano, 2012. "Some Economic Aspects of Energy Security," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 47-64.
    21. Blum, Helcio & Legey, Luiz F.L., 2012. "The challenging economics of energy security: Ensuring energy benefits in support to sustainable development," Energy Economics, Elsevier, vol. 34(6), pages 1982-1989.
    22. 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.
    23. Dagher, Leila & Bird, Lori & Heeter, Jenny, 2017. "Residential green power demand in the United States," Renewable Energy, Elsevier, vol. 114(PB), pages 1062-1068.
    24. Doytch, Nadia & Narayan, Seema, 2021. "Does transitioning towards renewable energy accelerate economic growth? An analysis of sectoral growth for a dynamic panel of countries," Energy, Elsevier, vol. 235(C).
    25. Dabboussi, Moez & Abid, Mehdi, 2022. "A comparative study of sectoral renewable energy consumption and GDP in the U.S.: Evidence from a threshold approach," Renewable Energy, Elsevier, vol. 192(C), pages 705-715.
    26. Zhu, Lin & Luo, Jian & Dong, Qingli & Zhao, Yang & Wang, Yunyue & Wang, Yong, 2021. "Green technology innovation efficiency of energy-intensive industries in China from the perspective of shared resources: Dynamic change and improvement path," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    27. Guivarch, Céline & Monjon, Stéphanie, 2017. "Identifying the main uncertainty drivers of energy security in a low-carbon world: The case of Europe," Energy Economics, Elsevier, vol. 64(C), pages 530-541.
    28. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    29. Nepal, Rabindra & al Irsyad, M. Indra & Nepal, Sanjay Kumar, 2018. "Tourist arrivals, energy consumption and pollutant emissions in a developing economy–implications for sustainable tourism," Working Papers 2018-10, University of Tasmania, Tasmanian School of Business and Economics.
    30. Su-In Kim & Yujin Kim, 2023. "Climate Risk, Stock Crash Risk, and Greenhouse Gas Emission Trading Scheme: Evidence From Korea," SAGE Open, , vol. 13(4), pages 21582440231, November.
    31. Pourkhanali, Armin & Khezr, Peyman & Nepal, Rabindra & Jamasb, Tooraj, 2024. "Navigating the crisis: Fuel price caps in the Australian national wholesale electricity market," Energy Economics, Elsevier, vol. 129(C).
    32. Fırat Emir & Festus Victor Bekun, 2019. "Energy intensity, carbon emissions, renewable energy, and economic growth nexus: New insights from Romania," Energy & Environment, , vol. 30(3), pages 427-443, May.
    33. Halsnæs, Kirsten & Garg, Amit, 2011. "Assessing the Role of Energy in Development and Climate Policies--Conceptual Approach and Key Indicators," World Development, Elsevier, vol. 39(6), pages 987-1001, June.
    34. Dagher, Leila & Jamali, Ibrahim & Abi Younes, Oussama, 2023. "Extreme energy poverty: The aftermath of Lebanon’s economic collapse," Energy Policy, Elsevier, vol. 183(C).
    35. Kasaei, Mohammad Javad & Gandomkar, Majid & Nikoukar, Javad, 2017. "Optimal management of renewable energy sources by virtual power plant," Renewable Energy, Elsevier, vol. 114(PB), pages 1180-1188.
    36. Chang‐Tai Hsieh & Erik Hurst & Charles I. Jones & Peter J. Klenow, 2019. "The Allocation of Talent and U.S. Economic Growth," Econometrica, Econometric Society, vol. 87(5), pages 1439-1474, September.
    37. Florina Bran & Ildiko Ioan & Carmen Valentina Radulescu, 2012. "The challenge of energy security. Case study: Romania," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 0(suppl. 2), pages 101-111.
    38. 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.
    39. Bouoiyour, Jamal & Selmi, Refk & Hammoudeh, Shawkat & Wohar, Mark E., 2019. "What are the categories of geopolitical risks that could drive oil prices higher? Acts or threats?," Energy Economics, Elsevier, vol. 84(C).
    40. Narayan, Seema & Doytch, Nadia, 2017. "An investigation of renewable and non-renewable energy consumption and economic growth nexus using industrial and residential energy consumption," Energy Economics, Elsevier, vol. 68(C), pages 160-176.
    41. 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.
    42. Sharifuddin, Shahnaz, 2014. "Methodology for quantitatively assessing the energy security of Malaysia and other southeast Asian countries," Energy Policy, Elsevier, vol. 65(C), pages 574-582.
    43. Apergis, Nicholas & Payne, James E., 2009. "Energy consumption and economic growth: Evidence from the Commonwealth of Independent States," Energy Economics, Elsevier, vol. 31(5), pages 641-647, September.
    44. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    45. Salari, Mahmoud & Kelly, Inas & Doytch, Nadia & Javid, Roxana J., 2021. "Economic growth and renewable and non-renewable energy consumption: Evidence from the U.S. states," Renewable Energy, Elsevier, vol. 178(C), pages 50-65.
    46. Aydin, Celil & Esen, Ömer, 2018. "Does the level of energy intensity matter in the effect of energy consumption on the growth of transition economies? Evidence from dynamic panel threshold analysis," Energy Economics, Elsevier, vol. 69(C), pages 185-195.
    47. Fuss, Sabine & Szolgayová, Jana & Khabarov, Nikolay & Obersteiner, Michael, 2012. "Renewables and climate change mitigation: Irreversible energy investment under uncertainty and portfolio effects," Energy Policy, Elsevier, vol. 40(C), pages 59-68.
    48. Rao, Amar & Dagar, Vishal & Sohag, Kazi & Dagher, Leila & Tanin, Tauhidul Islam, 2023. "Good for the planet, good for the wallet: The ESG impact on financial performance in India," Finance Research Letters, Elsevier, vol. 56(C).
    49. Pavlović, Darko & Banovac, Eraldo & Vištica, Nikola, 2018. "Defining a composite index for measuring natural gas supply security - The Croatian gas market case," Energy Policy, Elsevier, vol. 114(C), pages 30-38.
    50. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    51. Bigerna, Simona & D’Errico, Maria Chiara & Polinori, Paolo, 2021. "Energy security and RES penetration in a growing decarbonized economy in the era of the 4th industrial revolution," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    52. Su, Chi Wei & Shao, Xuefeng & Jia, Zhijie & Nepal, Rabindra & Umar, Muhammad & Qin, Meng, 2023. "The rise of green energy metal: Could lithium threaten the status of oil?," Energy Economics, Elsevier, vol. 121(C).
    53. Wang, Kai-Hua & Su, Chi-Wei & Umar, Muhammad, 2021. "Geopolitical risk and crude oil security: A Chinese perspective," Energy, Elsevier, vol. 219(C).
    54. Hemrit, Wael & Benlagha, Noureddine, 2021. "Does renewable energy index respond to the pandemic uncertainty?," Renewable Energy, Elsevier, vol. 177(C), pages 336-347.
    55. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    56. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    57. Lan Khanh Chu, 2022. "The impact of informal economy on technological innovation–ecological footprint nexus in OECD countries: new evidence from panel quantile regression," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 12(3), pages 515-533, September.
    58. Nepal, Rabindra & Sofe, Ronald & Jamasb, Tooraj & Ramiah, Vikash, 2023. "Independent power producers and deregulation in an island based small electricity system: The case of Papua New Guinea," Energy Policy, Elsevier, vol. 172(C).
    59. Yuandong, Su & Khaskheli, Asadullah & Raza, Syed Ali & Yousufi, Sara Qamar, 2022. "How COVID-19 influences prices of oil and precious metals: Comparison between data extracted from online searching trends and actual events," Resources Policy, Elsevier, vol. 78(C).
    60. Nepal, Rabindra & Best, Rohan & Taylor, Madeline, 2023. "Strategies for reducing ethnic inequality in energy outcomes: A Nepalese example," Energy Economics, Elsevier, vol. 126(C).
    61. Ben-Porath, Yoram, 1973. "Labor-Force Participation Rates and the Supply of Labor," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 697-704, May-June.
    62. Aslani, Alireza & Helo, Petri & Naaranoja, Marja, 2014. "Role of renewable energy policies in energy dependency in Finland: System dynamics approach," Applied Energy, Elsevier, vol. 113(C), pages 758-765.
    63. Ozcan, Burcu & Ozturk, Ilhan, 2019. "Renewable energy consumption-economic growth nexus in emerging countries: A bootstrap panel causality test," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 30-37.
    64. Oh, Wankeun & Lee, Kihoon, 2004. "Energy consumption and economic growth in Korea: testing the causality relation," Journal of Policy Modeling, Elsevier, vol. 26(8-9), pages 973-981, December.
    65. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    66. Sutrisno, Aziiz & Nomaler, Ӧnder & Alkemade, Floor, 2021. "Has the global expansion of energy markets truly improved energy security?," Energy Policy, Elsevier, vol. 148(PA).
    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. Servín-Campuzano, Hermelinda & Domínguez-Pérez, Valeria Monserrat & Marín-Mendoza, Pablo César & Panales-Pérez, Alexander & Fuentes-Cortés, Luis Fabián, 2024. "The role of storage in energy security performance based on diversification and concentration for distributed energy systems," Renewable Energy, Elsevier, vol. 229(C).

    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. Hasanov, Fakhri & Bulut, Cihan & Suleymanov, Elchin, 2017. "Review of energy-growth nexus: A panel analysis for ten Eurasian oil exporting countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 369-386.
    2. Wang, Kai-Hua & Zhao, Yan-Xin & Su, Yun Hsuan & Lobonţ, Oana-Ramona, 2023. "Energy security and CO2 emissions: New evidence from time-varying and quantile-varying aspects," Energy, Elsevier, vol. 273(C).
    3. Zheng, Wei & Walsh, Patrick Paul, 2019. "Economic growth, urbanization and energy consumption — A provincial level analysis of China," Energy Economics, Elsevier, vol. 80(C), pages 153-162.
    4. Alessio Ciarlone, 2019. "The relationship between financial development and growth: the case of emerging Europe," Questioni di Economia e Finanza (Occasional Papers) 521, Bank of Italy, Economic Research and International Relations Area.
    5. Costantini, Valeria & Martini, Chiara, 2010. "The causality between energy consumption and economic growth: A multi-sectoral analysis using non-stationary cointegrated panel data," Energy Economics, Elsevier, vol. 32(3), pages 591-603, May.
    6. Amri, Fethi, 2016. "The relationship amongst energy consumption, foreign direct investment and output in developed and developing Countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 694-702.
    7. Qamruzzaman, Md & Jianguo, Wei, 2020. "The asymmetric relationship between financial development, trade openness, foreign capital flows, and renewable energy consumption: Fresh evidence from panel NARDL investigation," Renewable Energy, Elsevier, vol. 159(C), pages 827-842.
    8. Dincer, Oguzhan, 2019. "Does corruption slow down innovation? Evidence from a cointegrated panel of U.S. states," European Journal of Political Economy, Elsevier, vol. 56(C), pages 1-10.
    9. Emrah Kocak & Fevzi Okumus & Mehmet Altin, 2023. "Global pandemic uncertainty, pandemic discussion and visitor behaviour: A comparative tourism demand estimation for the US," Tourism Economics, , vol. 29(5), pages 1225-1250, August.
    10. Atilla Çifter, 2015. "Bank concentration and non-performing loans in Central and Eastern European countries," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 16(1), pages 117-137, February.
    11. Huňady Ján & Pisár Peter & Jošić Hrvoje & Žmuk Berislav & Bach Mirjana Pejić, 2023. "Government and Business Funding of Sources of Funds for R&D at Universities: Complements or Substitutes?," South East European Journal of Economics and Business, Sciendo, vol. 18(2), pages 97-111, December.
    12. Payne, James E. & Truong, Huong Hoang Diep & Chu, Lan Khanh & Doğan, Buhari & Ghosh, Sudeshna, 2023. "The effect of economic complexity and energy security on measures of energy efficiency: Evidence from panel quantile analysis," Energy Policy, Elsevier, vol. 177(C).
    13. Wei Zheng & Patrick Paul Walsh, 2018. "Economic growth, urbanization and energy consumption," Working Papers 201817, Geary Institute, University College Dublin.
    14. Ladu, Maria Gabriela & Meleddu, Marta, 2014. "Is there any relationship between energy and TFP (total factor productivity)? A panel cointegration approach for Italian regions," Energy, Elsevier, vol. 75(C), pages 560-567.
    15. Ronald MacDonald & Flávio Vieira, "undated". "A panel data investigation of real exchange rate misalignment and growth," Working Papers 2010_13, Business School - Economics, University of Glasgow.
    16. Mehmet Balcilar & Ojonugwa Usman & George N. Ike, 2023. "Investing green for sustainable development without ditching economic growth," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 728-743, April.
    17. Sloboda, Brian W. & Sissoko, Yaya, 2020. "Determinants of Economic Growth in ECOWAS Countries: An Empirical Investigation," African Journal of Economic Review, African Journal of Economic Review, vol. 8(2), July.
    18. Mohammad Sharif Karimi & Elham Heshmati Daiari, 2018. "Does Institutions Matter for Economic Development? Evidence for ASEAN Selected Countries," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 22(1), pages 1-20, Winter.
    19. Lau, Lin-Sea & Choong, Chee-Keong & Ng, Cheong-Fatt & Liew, Feng-Mei & Ching, Suet-Ling, 2019. "Is nuclear energy clean? Revisit of Environmental Kuznets Curve hypothesis in OECD countries," Economic Modelling, Elsevier, vol. 77(C), pages 12-20.
    20. Sung, Bongsuk & Song, Woo-Yong & Park, Sang-Do, 2018. "How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: Evidence from panel data," Economic Systems, Elsevier, vol. 42(2), pages 320-331.

    More about this item

    Keywords

    Economic Policy Uncertainty; Energy Security; Energy Diversification; Carbon Neutrality; Risk Mitigation.;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:120705. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.