IDEAS home Printed from https://ideas.repec.org/a/ids/ijecbr/v11y2016i1p26-47.html
   My bibliography  Save this article

The dynamic causality between FDI inflow and its determinants in Jordan

Author

Listed:
  • Hussain Ali Bekhet
  • Raed Walid Al-Smadi

Abstract

This paper investigates the long-run and short-run causality among FDI inflows, gross domestic product, energy consumption, economic openness, gross fixed capital formation, labour and financial development in Jordan. Annual time series data for the 1978-2013 periods, the ARDL bounding test and multivariate Granger causality are used. The results identify long-run bidirectional Granger causality running between the variables in all models. In addition, the results show that evidence of short-run Bidirectional causality running from FDI to SMI, from M2 to SM, from EC to GDP, and from EC to GFC are confirmed. Unidirectional causality running from FDI to GDP, from FDI to GFC, from EO to GDP, from EO to EC and from L to M2 existed. In general, Jordanian policy makers concentrate their efforts to attract more FDI by enhancing economic indicators and liberalising the financial market. This is because more FDI in the Jordanian economy is expected to lead to a decrease in economic obstacles (e.g., lower unemployment rate, increased level of technological and managerial skills and increased size of capital).

Suggested Citation

  • Hussain Ali Bekhet & Raed Walid Al-Smadi, 2016. "The dynamic causality between FDI inflow and its determinants in Jordan," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 11(1), pages 26-47.
  • Handle: RePEc:ids:ijecbr:v:11:y:2016:i:1:p:26-47
    as

    Download full text from publisher

    File URL: http://www.inderscience.com/link.php?id=74427
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    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. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia," Energy Policy, Elsevier, vol. 40(C), pages 473-479.
    2. 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.
    3. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    4. Manuel Agosin & Roberto Machado, 2005. "Foreign Investment in Developing Countries: Does it Crowd in Domestic Investment?," Oxford Development Studies, Taylor & Francis Journals, vol. 33(2), pages 149-162.
    5. Sbia, Rashid & Shahbaz, Muhammad & Hamdi, Helmi, 2014. "A contribution of foreign direct investment, clean energy, trade openness, carbon emissions and economic growth to energy demand in UAE," Economic Modelling, Elsevier, vol. 36(C), pages 191-197.
    6. 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.
    7. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    8. Hassan Gholipour Fereidouni & Tajul Ariffin Masron & Reza Ekhtiari Amiri, 2011. "The effects of FDI on voice and accountability in the MENA region," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 38(9), pages 802-815, August.
    9. Sumei Tang & E. A. Selvanathan & S. Selvanathan, 2008. "Foreign Direct Investment, Domestic Investment and Economic Growth in China: A Time Series Analysis," The World Economy, Wiley Blackwell, vol. 31(10), pages 1292-1309, October.
    10. Chee-Keong Choong, 2012. "Does domestic financial development enhance the linkages between foreign direct investment and economic growth?," Empirical Economics, Springer, vol. 42(3), pages 819-834, June.
    11. 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.
    12. Al-mulali, Usama, 2012. "Factors affecting CO2 emission in the Middle East: A panel data analysis," Energy, Elsevier, vol. 44(1), pages 564-569.
    13. repec:ipg:wpaper:2014-289 is not listed on IDEAS
    14. Ronald Findlay, 1978. "Relative Backwardness, Direct Foreign Investment, and the Transfer of Technology: A Simple Dynamic Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(1), pages 1-16.
    15. Baharumshah, Ahmad Zubaidi & Mohd, Siti Hamizah & Yol, Marial Awou, 2009. "Stock prices and demand for money in China: New evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(1), pages 171-187, February.
    16. W.N.W Azman‐Saini & Peter Smith, 2011. "Finance And Growth: New Evidence On The Role Of Insurance," South African Journal of Economics, Economic Society of South Africa, vol. 79(2), pages 111-127, June.
    17. Lau, Lin-Sea & Choong, Chee-Keong & Eng, Yoke-Kee, 2014. "Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: Do foreign direct investment and trade matter?," Energy Policy, Elsevier, vol. 68(C), pages 490-497.
    18. Li, Shaomin & Park, Seung Ho, 2006. "Determinants of Locations of Foreign Direct Investment in China," Management and Organization Review, Cambridge University Press, vol. 2(1), pages 95-119, March.
    19. David Deok-Ki Kim & Jung-Soo Seo, 2003. "Does FDI inflow crowd out domestic investment in Korea?," Journal of Economic Studies, Emerald Group Publishing, vol. 30(6), pages 605-622, October.
    20. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2004. "FDI and economic growth: the role of local financial markets," Journal of International Economics, Elsevier, vol. 64(1), pages 89-112, October.
    21. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    22. Imtiaz Ahmad & Abdul Qayyum, 2008. "Dynamic Modeling of Private Investment in the Agricultural Sector of Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 47(4), pages 517-530.
    23. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    24. Danish Ahmed SIDDIQUI & Mohsin Hasnain AHMAD & Muhammad ASIM, 2013. "The causal relationship between Foreign Direct Investment and Current Account: an empirical investigation for Pakistan economy," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(8(585)), pages 91-106, August.
    25. Khan, Muhammad Azhar & Khan, Muhammad Zahir & Zaman, Khalid & Irfan, Danish & Khatab, Humera, 2014. "Questing the three key growth determinants: Energy consumption, foreign direct investment and financial development in South Asia," Renewable Energy, Elsevier, vol. 68(C), pages 203-215.
    26. Boutabba, Mohamed Amine, 2014. "The impact of financial development, income, energy and trade on carbon emissions: Evidence from the Indian economy," Economic Modelling, Elsevier, vol. 40(C), pages 33-41.
    27. Karam Pal & Ruhee Mittal, 2011. "Impact of macroeconomic indicators on Indian capital markets," Journal of Risk Finance, Emerald Group Publishing, vol. 12(2), pages 84-97, March.
    28. Çoban, Serap & Topcu, Mert, 2013. "The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis," Energy Economics, Elsevier, vol. 39(C), pages 81-88.
    29. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    30. P Srinivasan, 2011. "Determinants of Foreign Direct Investment in SAARC Nations: An Econometric Investigation," The IUP Journal of Managerial Economics, IUP Publications, vol. 0(3), pages 26-42, August.
    31. Philip Ifeakachukwu Nwosa & Ajibola Mary Agbeluyi & Olufemi Muibi Saibu, 2011. "Causal Relationships between Financial Development, Foreign Direct Investment and Economic Growth," International Journal of Business Administration, International Journal of Business Administration, Sciedu Press, vol. 2(4), pages 93-102, November.
    32. Hamdi, Helmi & Sbia, Rashid & Shahbaz, Muhammad, 2014. "The nexus between electricity consumption and economic growth in Bahrain," Economic Modelling, Elsevier, vol. 38(C), pages 227-237.
    33. Shahbaz, Muhammad & Arouri, Mohamed & Teulon, Frédéric, 2014. "Short- and long-run relationships between natural gas consumption and economic growth: Evidence from Pakistan," Economic Modelling, Elsevier, vol. 41(C), pages 219-226.
    34. Kremers, Jeroen J M & Ericsson, Neil R & Dolado, Juan J, 1992. "The Power of Cointegration Tests," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 325-348, August.
    35. Recep Kok & Bernur Acikgoz Ersoy, 2009. "Analyses of FDI determinants in developing countries," International Journal of Social Economics, Emerald Group Publishing, vol. 36(2), pages 105-123, January.
    36. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    37. Ahmed, Elsadig Musa, 2012. "Are the FDI inflow spillover effects on Malaysia's economic growth input driven?," Economic Modelling, Elsevier, vol. 29(4), pages 1498-1504.
    38. Uddin, Gazi Salah & Sjö, Bo & Shahbaz, Muhammad, 2013. "The causal nexus between financial development and economic growth in Kenya," Economic Modelling, Elsevier, vol. 35(C), pages 701-707.
    39. Aneta Krstevska & Magdalena Petrovska, 2012. "The economic impacts of the foreign direct investments: panel estimation by sectors on the case of Macedonian economy," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 1(2), pages 55-73.
    40. Ozturk, Ilhan & Acaravci, Ali, 2013. "The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey," Energy Economics, Elsevier, vol. 36(C), pages 262-267.
    41. Alfaro, Laura & Chanda, Areendam & Kalemli-Ozcan, Sebnem & Sayek, Selin, 2010. "Does foreign direct investment promote growth? Exploring the role of financial markets on linkages," Journal of Development Economics, Elsevier, vol. 91(2), pages 242-256, March.
    42. Mohamed Amine Boutabba, 2014. "The impact of financial development, income, energy and trade on carbon emissions: Evidence from the Indian economy," Post-Print hal-02877966, HAL.
    43. Chandran, V.G.R. & Munusamy, 2009. "Trade openness and manufacturing growth in Malaysia," Journal of Policy Modeling, Elsevier, vol. 31(5), pages 637-647, September.
    44. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    45. Bekhet, Hussain Ali & Matar, Ali, 2013. "Co-integration and causality analysis between stock market prices and their determinates in Jordan," Economic Modelling, Elsevier, vol. 35(C), pages 508-514.
    46. Li, Xiaoying & Liu, Xiaming, 2005. "Foreign Direct Investment and Economic Growth: An Increasingly Endogenous Relationship," World Development, Elsevier, vol. 33(3), pages 393-407, March.
    47. Ariff, Mohamed & Chung, Tin-fah & M., Shamsher, 2012. "Money supply, interest rate, liquidity and share prices: A test of their linkage," Global Finance Journal, Elsevier, vol. 23(3), pages 202-220.
    48. Shen, Chung-Hua & Lee, Chien-Chiang, 2006. "Same Financial Development Yet Different Economic Growth: Why?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(7), pages 1907-1944, October.
    49. Christian Bellak & Markus Leibrecht, 2009. "Do low corporate income tax rates attract FDI? - Evidence from Central- and East European countries," Applied Economics, Taylor & Francis Journals, vol. 41(21), pages 2691-2703.
    50. Robert E. Lipsey, 2004. "Home- and Host-Country Effects of Foreign Direct Investment," NBER Chapters, in: Challenges to Globalization: Analyzing the Economics, pages 333-379, National Bureau of Economic Research, Inc.
    51. Narayan, Paresh Kumar & Narayan, Seema, 2005. "Estimating income and price elasticities of imports for Fiji in a cointegration framework," Economic Modelling, Elsevier, vol. 22(3), pages 423-438, May.
    52. Menyah, Kojo & Nazlioglu, Saban & Wolde-Rufael, Yemane, 2014. "Financial development, trade openness and economic growth in African countries: New insights from a panel causality approach," Economic Modelling, Elsevier, vol. 37(C), pages 386-394.
    53. Hussain Ali Bekhet, 2013. "Examining the Equilibrium Relationships between Foreign Direct Investment Inflows and Employment in Manufacturing and Services Sectors: Evidence from Malaysia," Journal of Social and Development Sciences, AMH International, vol. 4(1), pages 32-38.
    54. Hsiao, Frank S.T. & Hsiao, Mei-Chu W., 2006. "FDI, exports, and GDP in East and Southeast Asia--Panel data versus time-series causality analyses," Journal of Asian Economics, Elsevier, vol. 17(6), pages 1082-1106, December.
    55. Bekhet, Hussain Ali & Al-Smadi, Raed Walid, 2015. "Determinants of Jordanian foreign direct investment inflows: Bounds testing approach," Economic Modelling, Elsevier, vol. 46(C), pages 27-35.
    56. Nicholas Odhiambo, 2010. "Finance-investment-growth nexus in South Africa: an ARDL-bounds testing procedure," Economic Change and Restructuring, Springer, vol. 43(3), pages 205-219, August.
    57. Salahuddin, Mohammad & Gow, Jeff, 2014. "Economic growth, energy consumption and CO2 emissions in Gulf Cooperation Council countries," Energy, Elsevier, vol. 73(C), pages 44-58.
    58. Chandran, V.G.R. & Tang, Chor Foon, 2013. "The impacts of transport energy consumption, foreign direct investment and income on CO2 emissions in ASEAN-5 economies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 445-453.
    59. Nicholas Apergis & Costantinos Katrakilidis & Nikolaos Tabakis, 2006. "Dynamic Linkages between FDI Inflows and Domestic Investment: A Panel Cointegration Approach," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 34(4), pages 385-394, December.
    60. Hussain Ali Bekhet & Raed Walid Al-Smadi, 2014. "Determining the causality relationships among FDI determinants: evidence from Jordan," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 6(3), pages 261-274.
    61. Ozturk, I., 2007. "Foreign Direct Investment – Growht Nexus: A Review of The Recent Literature," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 4(2), pages 79-98.
    62. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2011. "Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): Evidence from a panel of BRIC (Brazil, Russian Federation, I," Energy, Elsevier, vol. 36(1), pages 685-693.
    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. Raed Walid Al-Smadi & Muthana Mohammad Omoush, 2019. "The long-Run and Short-Run Analysis between Stock Market Index and Macroeconomic Variables in Jordan: Bounds Tests Approach," International Business Research, Canadian Center of Science and Education, vol. 12(4), pages 50-60, April.
    2. Muthana Mohammad Omoush, 2018. "Time Series Analysis among Tourism, Financial Development, FDI and Economic Growth in Jordan," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 10(12), pages 150-150, December.
    3. Hussain Ali Bekhet & Nor Hamisham Harun, 2017. "Elasticity and Causality among Electricity Generation from Renewable Energy and Its Determinants in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 7(2), pages 202-216.
    4. Sanati, Youssef, 2019. "Der Wirtschaftsstandort Iran zwischen Förderung und Sanktion: Eine ARDL-modellbasierte Analyse ausländischer Investitionen," Arbeitspapiere 186, University of Münster, Institute for Cooperatives.

    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. Bekhet, Hussain Ali & Al-Smadi, Raed Walid, 2015. "Determinants of Jordanian foreign direct investment inflows: Bounds testing approach," Economic Modelling, Elsevier, vol. 46(C), pages 27-35.
    2. Muthana Mohammad Omoush, 2018. "Time Series Analysis among Tourism, Financial Development, FDI and Economic Growth in Jordan," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 10(12), pages 150-150, December.
    3. Hussain Ali Bekhet & Nor Salwati Othman & Tahira Yasmin, 2020. "Interaction Between Environmental Kuznet Curve and Urban Environment Transition Hypotheses in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 384-402.
    4. Shahzad, Syed Jawad Hussain & Kumar, Ronald Ravinesh & Zakaria, Muhammad & Hurr, Maryam, 2017. "Carbon emission, energy consumption, trade openness and financial development in Pakistan: A revisit," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 185-192.
    5. Mahalik, Mantu Kumar & Babu, M. Suresh & Loganathan, Nanthakumar & Shahbaz, Muhammad, 2017. "Does financial development intensify energy consumption in Saudi Arabia?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1022-1034.
    6. Bekhet, Hussain Ali & Othman, Nor Salwati, 2018. "The role of renewable energy to validate dynamic interaction between CO2 emissions and GDP toward sustainable development in Malaysia," Energy Economics, Elsevier, vol. 72(C), pages 47-61.
    7. Kahouli, Bassem, 2017. "The short and long run causality relationship among economic growth, energy consumption and financial development: Evidence from South Mediterranean Countries (SMCs)," Energy Economics, Elsevier, vol. 68(C), pages 19-30.
    8. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    9. Chen, George S. & Yao, Yao & Malizard, Julien, 2017. "Does foreign direct investment crowd in or crowd out private domestic investment in China? The effect of entry mode," Economic Modelling, Elsevier, vol. 61(C), pages 409-419.
    10. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    11. Hussain Ali Bekhet & Nor Hamisham Harun, 2017. "Elasticity and Causality among Electricity Generation from Renewable Energy and Its Determinants in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 7(2), pages 202-216.
    12. Lee Lian Ivy-Yap & Hussain Ali Bekhet, 2016. "Modelling the causal linkages among residential electricity consumption, gross domestic product, price of electricity, price of electric appliances, population and foreign direct investment in Malaysi," International Journal of Energy Technology and Policy, Inderscience Enterprises Ltd, vol. 12(1), pages 41-59.
    13. Phouphet Kyophilavong & Gazi Salah Uddin & Muhammad Shahbaz, 2016. "The Nexus between Financial Development and Economic Growth in Lao PDR," Global Business Review, International Management Institute, vol. 17(2), pages 303-317, April.
    14. Irwan Shah Zainal Abidin & Muhammad Haseeb & Muhammad Azam & Rabiul Islam, 2015. "Foreign Direct Investment, Financial Development, International Trade and Energy Consumption: Panel Data Evidence from Selected ASEAN Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 5(3), pages 841-850.
    15. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    16. Paramati, Sudharshan Reddy & Ummalla, Mallesh & Apergis, Nicholas, 2016. "The effect of foreign direct investment and stock market growth on clean energy use across a panel of emerging market economies," Energy Economics, Elsevier, vol. 56(C), pages 29-41.
    17. Phouphet KYOPHILAVONG & Gazi Salah Uddin & Muhammad Shahbaz, 2014. "The Nexus Between Financial Development and Economic Growth in Laos," Working Papers 2014-447, Department of Research, Ipag Business School.
    18. Charfeddine, Lanouar & Ben Khediri, Karim, 2016. "Financial development and environmental quality in UAE: Cointegration with structural breaks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 1322-1335.
    19. Mohamed Abdouli & Sami Hammami, 2020. "Economic Growth, Environment, FDI Inflows, and Financial Development in Middle East Countries: Fresh Evidence from Simultaneous Equation Models," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 479-511, June.
    20. Muhammad Shahbaz & Mehmet Akif Destek & Michael L. Polemis, 2018. "Do Foreign Capital and Financial Development Affect Clean Energy Consumption and Carbon Emissions? Evidence from BRICS and Next-11 Countries," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 68(4), pages 20-50, October-D.

    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:ids:ijecbr:v:11:y:2016:i:1:p:26-47. 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: Sarah Parker (email available below). General contact details of provider: http://www.inderscience.com/browse/index.php?journalID=310 .

    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.