IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/28393.html
   My bibliography  Save this paper

Revisiting the Electricity Consumption-Growth Nexus for Portugal: Evidence from a Multivariate Framework Analysis

Author

Listed:
  • Tang, Chor Foon
  • Shahbaz, Muhammad

Abstract

The aim of present paper is to re-investigate the long-run and causal relationship between electricity consumption, income, financial development, population and foreign trade in Portugal using the bounds testing approach to cointegration within the unrestricted error-correction model (UECM). The Granger causality test within the Vector Error-Correction Model (VECM) was conducted to examine the direction of causality. This study covered the annual sample of 1971 to 2009. Our empirical evidence supports the presence of a long-run relationship between the variables in Portugal. Moreover, the results indicate that increase in real income, financial development, population and foreign trade has positive impact on electricity consumption in Portugal. In addition, the overall Granger causality results exhibit bi-directional causal relationship between electricity consumption, real income, and population while uni-directional causality is running from financial development to electricity consumption. In this respect, Portugal is an energy dependent country, thus energy conservation policy (growth policy) may adversely affect the economic growth (environment or pollution) in Portugal. Ultimately, the Portuguese government should encourage research and development on technological innovation for energy savings without affecting economic development in Portugal.

Suggested Citation

  • Tang, Chor Foon & Shahbaz, Muhammad, 2011. "Revisiting the Electricity Consumption-Growth Nexus for Portugal: Evidence from a Multivariate Framework Analysis," MPRA Paper 28393, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:28393
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/28393/1/MPRA_paper_28393.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Halicioglu, Ferda, 2009. "An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey," Energy Policy, Elsevier, vol. 37(3), pages 1156-1164, March.
    2. Shiu, Alice & Lam, Pun-Lee, 2004. "Electricity consumption and economic growth in China," Energy Policy, Elsevier, vol. 32(1), pages 47-54, January.
    3. Granger, C. W. J., 1988. "Causality, cointegration, and control," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 551-559.
    4. Wolde-Rufael, Yemane, 2006. "Electricity consumption and economic growth: a time series experience for 17 African countries," Energy Policy, Elsevier, vol. 34(10), pages 1106-1114, July.
    5. Ciarreta, A. & Zarraga, A., 2010. "Economic growth-electricity consumption causality in 12 European countries: A dynamic panel data approach," Energy Policy, Elsevier, vol. 38(7), pages 3790-3796, July.
    6. Payne, James E., 2009. "On the dynamics of energy consumption and output in the US," Applied Energy, Elsevier, vol. 86(4), pages 575-577, April.
    7. Kumar Narayan, Paresh & Singh, Baljeet, 2007. "The electricity consumption and GDP nexus for the Fiji Islands," Energy Economics, Elsevier, vol. 29(6), pages 1141-1150, November.
    8. Chen, Sheng-Tung & Kuo, Hsiao-I & Chen, Chi-Chung, 2007. "The relationship between GDP and electricity consumption in 10 Asian countries," Energy Policy, Elsevier, vol. 35(4), pages 2611-2621, April.
    9. Muhammad Shahbaz & S M Aamir Shamim & Naveed Aamir, 2010. "Macroeconomic Environment and Financial Sector’s Performance: Econometric Evidence from Three Traditional Approaches," The IUP Journal of Financial Economics, IUP Publications, vol. 0(1 & 2), pages 103-123, March & J.
    10. Jamil, Faisal & Ahmad, Eatzaz, 2010. "The relationship between electricity consumption, electricity prices and GDP in Pakistan," Energy Policy, Elsevier, vol. 38(10), pages 6016-6025, October.
    11. Karanfil, Fatih, 2009. "How many times again will we examine the energy-income nexus using a limited range of traditional econometric tools?," Energy Policy, Elsevier, vol. 37(4), pages 1191-1194, April.
    12. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    13. Yoo, Seung-Hoon & Kim, Yeonbae, 2006. "Electricity generation and economic growth in Indonesia," Energy, Elsevier, vol. 31(14), pages 2890-2899.
    14. Tang, Chor Foon, 2008. "A re-examination of the relationship between electricity consumption and economic growth in Malaysia," Energy Policy, Elsevier, vol. 36(8), pages 3067-3075, August.
    15. Ouédraogo, Idrissa M., 2010. "Electricity consumption and economic growth in Burkina Faso: A cointegration analysis," Energy Economics, Elsevier, vol. 32(3), pages 524-531, May.
    16. Yuan, Jiahai & Zhao, Changhong & Yu, Shunkun & Hu, Zhaoguang, 2007. "Electricity consumption and economic growth in China: Cointegration and co-feature analysis," Energy Economics, Elsevier, vol. 29(6), pages 1179-1191, November.
    17. 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.
    18. Cheung, Yin-Wong & Lai, Kon S, 1995. "Lag Order and Critical Values of the Augmented Dickey-Fuller Test," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 277-280, July.
    19. Odhiambo, Nicholas M., 2009. "Electricity consumption and economic growth in South Africa: A trivariate causality test," Energy Economics, Elsevier, vol. 31(5), pages 635-640, September.
    20. Altinay, Galip & Karagol, Erdal, 2005. "Electricity consumption and economic growth: Evidence from Turkey," Energy Economics, Elsevier, vol. 27(6), pages 849-856, November.
    21. Zachariadis, Theodoros & Pashourtidou, Nicoletta, 2007. "An empirical analysis of electricity consumption in Cyprus," Energy Economics, Elsevier, vol. 29(2), pages 183-198, March.
    22. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    23. Cheung, Yin-Wong & Chinn, Menzie D, 1997. "Further Investigation of the Uncertain Unit Root in GNP," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(1), pages 68-73, January.
    24. Mozumder, Pallab & Marathe, Achla, 2007. "Causality relationship between electricity consumption and GDP in Bangladesh," Energy Policy, Elsevier, vol. 35(1), pages 395-402, January.
    25. 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.
    26. Narayan, Paresh Kumar & Prasad, Arti, 2008. "Electricity consumption-real GDP causality nexus: Evidence from a bootstrapped causality test for 30 OECD countries," Energy Policy, Elsevier, vol. 36(2), pages 910-918, February.
    27. Warr, B.S. & Ayres, R.U., 2010. "Evidence of causality between the quantity and quality of energy consumption and economic growth," Energy, Elsevier, vol. 35(4), pages 1688-1693.
    28. Yoo, Seung-Hoon & Kwak, So-Yoon, 2010. "Electricity consumption and economic growth in seven South American countries," Energy Policy, Elsevier, vol. 38(1), pages 181-188, January.
    29. Ang, James B., 2007. "CO2 emissions, energy consumption, and output in France," Energy Policy, Elsevier, vol. 35(10), pages 4772-4778, October.
    30. Muhammad Shahbaz & Khalil Ahmad & A. R. Chaudhary, 2008. "Economic Growth and Its Determinants in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 47(4), pages 471-486.
    31. Chor Foon Tang, 2009. "Electricity consumption, income, foreign direct investment, and population in Malaysia," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 36(4), pages 371-382, September.
    32. Tilak Abeysinghe & Tan Khay Boon, 1999. "Small sample estimation of a cointegrating vector: an empirical evaluation of six estimation techniques," Applied Economics Letters, Taylor & Francis Journals, vol. 6(10), pages 645-648.
    33. Mohammad Shahbaz, 2009. "A Reassessment of Finance-Growth Nexus for Pakistan: Under the Investigation of FMOLS and DOLS Techniques," The IUP Journal of Applied Economics, IUP Publications, vol. 0(1), pages 65-80, January.
    34. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    35. Bénédicte Vidaillet & V. d'Estaintot & P. Abécassis, 2005. "Introduction," Post-Print hal-00287137, HAL.
    36. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    37. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    38. Masih, Abul M. M. & Masih, Rumi, 1997. "On the temporal causal relationship between energy consumption, real income, and prices: Some new evidence from Asian-energy dependent NICs Based on a multivariate cointegration/vector error-correctio," Journal of Policy Modeling, Elsevier, vol. 19(4), pages 417-440, August.
    39. Lee, Chien-Chiang & Chang, Chun-Ping, 2007. "The impact of energy consumption on economic growth: Evidence from linear and nonlinear models in Taiwan," Energy, Elsevier, vol. 32(12), pages 2282-2294.
    40. Yang, Hao-Yen, 2000. "A note on the causal relationship between energy and GDP in Taiwan," Energy Economics, Elsevier, vol. 22(3), pages 309-317, June.
    41. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    42. Tsangyao Chang & Wenshwo Fang & Li-Fang Wen, 2001. "Energy consumption, employment, output, and temporal causality: evidence from Taiwan based on cointegration and error-correction modelling techniques," Applied Economics, Taylor & Francis Journals, vol. 33(8), pages 1045-1056.
    43. Lutkepohl, Helmut, 1982. "Non-causality due to omitted variables," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 367-378, August.
    44. Ho, Chun-Yu & Siu, Kam Wing, 2007. "A dynamic equilibrium of electricity consumption and GDP in Hong Kong: An empirical investigation," Energy Policy, Elsevier, vol. 35(4), pages 2507-2513, April.
    45. Narayan, Paresh Kumar & Smyth, Russell, 2005. "Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests," Energy Policy, Elsevier, vol. 33(9), pages 1109-1116, June.
    46. Fatai, K & Oxley, Les & Scrimgeour, F.G, 2004. "Modelling the causal relationship between energy consumption and GDP in New Zealand, Australia, India, Indonesia, The Philippines and Thailand," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 431-445.
    47. Jumbe, Charles B. L., 2004. "Cointegration and causality between electricity consumption and GDP: empirical evidence from Malawi," Energy Economics, Elsevier, vol. 26(1), pages 61-68, January.
    48. Lean, Hooi Hooi & Smyth, Russell, 2010. "Multivariate Granger causality between electricity generation, exports, prices and GDP in Malaysia," Energy, Elsevier, vol. 35(9), pages 3640-3648.
    49. Jinke, Li & Hualing, Song & Dianming, Geng, 2008. "Causality relationship between coal consumption and GDP: Difference of major OECD and non-OECD countries," Applied Energy, Elsevier, vol. 85(6), pages 421-429, June.
    50. Chandran, V.G.R. & Sharma, Susan & Madhavan, Karunagaran, 2010. "Electricity consumption-growth nexus: The case of Malaysia," Energy Policy, Elsevier, vol. 38(1), pages 606-612, January.
    51. Narayan, Paresh Kumar & Smyth, Russell, 2009. "Multivariate granger causality between electricity consumption, exports and GDP: Evidence from a panel of Middle Eastern countries," Energy Policy, Elsevier, vol. 37(1), pages 229-236, January.
    52. Abosedra, Salah & Dah, Abdallah & Ghosh, Sajal, 2009. "Electricity consumption and economic growth, the case of Lebanon," Applied Energy, Elsevier, vol. 86(4), pages 429-432, April.
    53. Yoo, Seung-Hoon, 2005. "Electricity consumption and economic growth: evidence from Korea," Energy Policy, Elsevier, vol. 33(12), pages 1627-1632, August.
    54. Narayan, Paresh Kumar & Narayan, Seema & Prasad, Arti, 2008. "A structural VAR analysis of electricity consumption and real GDP: Evidence from the G7 countries," Energy Policy, Elsevier, vol. 36(7), pages 2765-2769, July.
    55. Payne, James E., 2010. "A survey of the electricity consumption-growth literature," Applied Energy, Elsevier, vol. 87(3), pages 723-731, March.
    56. Yoo, S.-H., 2006. "The causal relationship between electricity consumption and economic growth in the ASEAN countries," Energy Policy, Elsevier, vol. 34(18), pages 3573-3582, December.
    57. Squalli, Jay, 2007. "Electricity consumption and economic growth: Bounds and causality analyses of OPEC members," Energy Economics, Elsevier, vol. 29(6), pages 1192-1205, November.
    58. Paul Turner, 2006. "Response surfaces for an F-test for cointegration," Applied Economics Letters, Taylor & Francis Journals, vol. 13(8), pages 479-482.
    59. Acaravci, Ali & Ozturk, Ilhan, 2010. "Electricity consumption-growth nexus: Evidence from panel data for transition countries," Energy Economics, Elsevier, vol. 32(3), pages 604-608, May.
    60. Robert A. Amano & Simon van Norden, 1995. "Unit Root Tests and the Burden of Proof," Econometrics 9502005, University Library of Munich, Germany.
    61. Lorde, Troy & Waithe, Kimberly & Francis, Brian, 2010. "The importance of electrical energy for economic growth in Barbados," Energy Economics, Elsevier, vol. 32(6), pages 1411-1420, November.
    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. Acheampong, Alex O. & Boateng, Elliot & Amponsah, Mary & Dzator, Janet, 2021. "Revisiting the economic growth–energy consumption nexus: Does globalization matter?," Energy Economics, Elsevier, vol. 102(C).
    2. Tan Lee Pei & Mohd Shahidan Shaari & Tunku Salha Tunku Ahmad, 2016. "The Effects of Electricity Consumption on Agriculture, Service and Manufacturing Sectors in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 6(3), pages 401-407.
    3. Nurudeen Abu, 2017. "Does Okun’s Law Exist in Nigeria? Evidence from the ARDL Bounds Testing Approach," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 11(2), June.
    4. Nurudeen Abu, 2019. "Inflation and Unemployment Trade-off: A Re-examination of the Phillips Curve and its Stability in Nigeria," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 13(1), March.
    5. Cosimo Magazzino & Syed Kafait Hussain Naqvi & Lorenzo Giolli, 2024. "Co-Movement Among Electricity Consumption, Economic Growth and Financial Development in Portugal, Italy, Greece, and Spain: A Wavelet Analysis," Energies, MDPI, vol. 17(24), pages 1-18, December.
    6. Shahbaz, Muhammad & Mutascu, Mihai & Tiwari, Aviral Kumar, 2012. "Revisiting the Relationship between Electricity Consumption, Capital and Economic Growth: Cointegration and Causality Analysis in Romania," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 97-120, September.
    7. Kais Saidi & Hassen Toumi & Saida Zaidi, 2017. "Impact of Information Communication Technology and Economic Growth on the Electricity Consumption: Empirical Evidence from 67 Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(3), pages 789-803, September.
    8. Nurudeen Abu & Bilyaminu Kadandani & Ben Obi & Murtala Modibbo, 2019. "How Does Pensions Affect Savings in Nigeria? Evidence from Quarterly Data," Scientific Annals of Economics and Business (continues Analele Stiintifice), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 66(4), pages 541-558, December.
    9. Nela Vlahinic & Pavle Jakovac, 2014. "Revisiting the Energy Consumption-Growth Nexus for Croatia: New Evidence from a Multivariate Framework Analysis," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 8(4), December.
    10. Zaman, Khalid & Khan, Muhammad M. & Ahmad, Mehboob & Rustam, Rabiah, 2012. "Determinants of electricity consumption function in Pakistan: Old wine in a new bottle," Energy Policy, Elsevier, vol. 50(C), pages 623-634.

    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. Tang, Chor Foon & Shahbaz, Muhammad & Arouri, Mohamed, 2013. "Re-investigating the electricity consumption and economic growth nexus in Portugal," Energy Policy, Elsevier, vol. 62(C), pages 1515-1524.
    2. Muhammad, Shahbaz, 2011. "Electricity Consumption, Financial Development and Economic Growth Nexus: A Revisit Study of Their Causality in Pakistan," MPRA Paper 35588, University Library of Munich, Germany, revised 27 Dec 2011.
    3. Shahbaz, Muhammad & Mutascu, Mihai & Tiwari, Aviral Kumar, 2012. "Revisiting the Relationship between Electricity Consumption, Capital and Economic Growth: Cointegration and Causality Analysis in Romania," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 97-120, September.
    4. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "The dynamics of electricity consumption and economic growth: A revisit study of their causality in Pakistan," Energy, Elsevier, vol. 39(1), pages 146-153.
    5. Shahbaz, Muhammad & Tang, Chor Foon & Shahbaz Shabbir, Muhammad, 2011. "Electricity consumption and economic growth nexus in Portugal using cointegration and causality approaches," Energy Policy, Elsevier, vol. 39(6), pages 3529-3536, June.
    6. Dakpogan, Arnaud & Smit, Eon, 2018. "The effect of electricity losses on GDP in Benin," MPRA Paper 89545, University Library of Munich, Germany.
    7. Sofien, Tiba & Omri, Anis, 2016. "Literature survey on the relationships between energy variables, environment and economic growth," MPRA Paper 82555, University Library of Munich, Germany, revised 14 Sep 2016.
    8. Omri, Anis, 2014. "An international literature survey on energy-economic growth nexus: Evidence from country-specific studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 951-959.
    9. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    10. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    11. Zhang, Chi & Zhou, Kaile & Yang, Shanlin & Shao, Zhen, 2017. "On electricity consumption and economic growth in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 353-368.
    12. Janesh Sami, 2011. "Multivariate Cointegration and Causality between Exports, Electricity Consumption and Real Income per Capita: Recent Evidence from Japan," International Journal of Energy Economics and Policy, Econjournals, vol. 1(3), pages 59-68, November.
    13. Apergis, Nicholas & Payne, James E., 2011. "A dynamic panel study of economic development and the electricity consumption-growth nexus," Energy Economics, Elsevier, vol. 33(5), pages 770-781, September.
    14. Chor Foon Tang and Eu Chye Tan, 2012. "Electricity Consumption and Economic Growth in Portugal: Evidence from a Multivariate Framework Analysis," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    15. Kouakou, Auguste K., 2011. "Economic growth and electricity consumption in Cote d'Ivoire: Evidence from time series analysis," Energy Policy, Elsevier, vol. 39(6), pages 3638-3644, June.
    16. Saleheen, Khan & Farooq Ahmed, Jam & Muhammad, Shahbaz, 2012. "Electricity Consumption and Economic Growth in Kazakhstan: Fresh Evidence from a Multivariate Framework Analysis," MPRA Paper 43460, University Library of Munich, Germany, revised 20 Dec 2012.
    17. Solarin, Sakiru Adebola & Shahbaz, Muhammad, 2013. "Trivariate causality between economic growth, urbanisation and electricity consumption in Angola: Cointegration and causality analysis," Energy Policy, Elsevier, vol. 60(C), pages 876-884.
    18. Muhammad Shahbaz & Mete Feridun, 2012. "Electricity consumption and economic growth empirical evidence from Pakistan," Quality & Quantity: International Journal of Methodology, Springer, vol. 46(5), pages 1583-1599, August.
    19. Al-Mulali, Usama & Ozturk, Ilhan, 2014. "Are energy conservation policies effective without harming economic growth in the Gulf Cooperation Council countries?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 639-650.
    20. Chen, Ping-Yu & Chen, Sheng-Tung & Chen, Chi-Chung, 2012. "Energy consumption and economic growth—New evidence from meta analysis," Energy Policy, Elsevier, vol. 44(C), pages 245-255.

    More about this item

    Keywords

    Causality; electricity consumption; financial development; Portugal;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • Q20 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - General
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

    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:28393. 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.