IDEAS home Printed from https://ideas.repec.org/a/spr/weltar/v159y2023i2d10.1007_s10290-022-00468-z.html
   My bibliography  Save this article

Total trade, cereals trade and undernourishment: new empirical evidence for developing countries

Author

Listed:
  • Marta Marson

    (University of Turin
    Collegio Carlo Alberto)

  • Donatella Saccone

    (Collegio Carlo Alberto
    University of Gastronomic Sciences)

  • Elena Vallino

    (Collegio Carlo Alberto
    University of Turin)

Abstract

While trade policies are considered strategic to shape national food systems and promote food security, the ultimate impact of trade openness on hunger is still highly debated. Using a sample of 81 developing over the period 2001–2016 and principally focusing on the prevalence of undernourishment, this study provides new empirical evidence. Firstly, it estimates the impact of total trade differentiating the effects that pass through changes in real per capita income—i.e. on the economic access to food—from the residual effects that it directly has on the other dimensions of food security. Subsequently, it concentrates on cereals trade, that usually is the most affected by trade restrictions and the most correlated to undernourishment. Finally, it explores the different effects of cereals trade in terms of imports and exports. Three main conclusions emerge: (a) trade openness contributes to lower the prevalence of undernourishment in developing countries and most of this effect is not income-mediated but, rather, passes through the impacts that it directly has on the other dimensions of food security; (b) such impacts are mostly driven by the trade openness of the cereals sector where (c) its import component turns out to play the main role.

Suggested Citation

  • Marta Marson & Donatella Saccone & Elena Vallino, 2023. "Total trade, cereals trade and undernourishment: new empirical evidence for developing countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 159(2), pages 299-332, May.
  • Handle: RePEc:spr:weltar:v:159:y:2023:i:2:d:10.1007_s10290-022-00468-z
    DOI: 10.1007/s10290-022-00468-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10290-022-00468-z
    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/s10290-022-00468-z?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. N. R. Ramírez-Rondán & Marco E. Terrones & Andrea Vilchez, 2020. "Does financial sector development affect the growth gains from trade openness?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(3), pages 475-515, August.
    2. Stephen Devereux, 2009. "Why does famine persist in Africa?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 1(1), pages 25-35, February.
    3. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    4. Anna D'Souza & Dean Jolliffe, 2012. "Rising Food Prices and Coping Strategies: Household-level Evidence from Afghanistan," Journal of Development Studies, Taylor & Francis Journals, vol. 48(2), pages 282-299, August.
    5. Davidson, Russell & MacKinnon, James G, 1981. "Several Tests for Model Specification in the Presence of Alternative Hypotheses," Econometrica, Econometric Society, vol. 49(3), pages 781-793, May.
    6. Brian D. Wright, 2012. "International Grain Reserves And Other Instruments to Address Volatility in Grain Markets," The World Bank Research Observer, World Bank, vol. 27(2), pages 222-260, August.
    7. Panizza, Ugo & Presbitero, Andrea F., 2014. "Public debt and economic growth: Is there a causal effect?," Journal of Macroeconomics, Elsevier, vol. 41(C), pages 21-41.
    8. Porteous, Obie, 2017. "Empirical effects of short-term export bans: The case of African maize," Food Policy, Elsevier, vol. 71(C), pages 17-26.
    9. Wolfgang Lechthaler & Mariya Mileva, 2019. "Trade liberalization and wage inequality: new insights from a dynamic trade model with heterogeneous firms and comparative advantage," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 155(3), pages 407-457, August.
    10. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    11. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    12. Marc F. Bellemare & Lindsey Novak, 2017. "Contract Farming and Food Security," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(2), pages 357-378.
    13. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers 09/02, Institute for Fiscal Studies.
    14. Bouis, Howarth E. & Haddad, Lawrence J., 1992. "Are estimates of calorie-income fxelasticities too high? : A recalibration of the plausible range," Journal of Development Economics, Elsevier, vol. 39(2), pages 333-364, October.
    15. Caitlin Brown & Martin Ravallion & Dominique van de Walle, 2019. "Most of Africa's Nutritionally Deprived Women and Children are Not Found in Poor Households," The Review of Economics and Statistics, MIT Press, vol. 101(4), pages 631-644, October.
    16. Soriano, Bárbara & Garrido, Alberto, 2016. "How important is economic growth for reducing undernourishment in developing countries?," Food Policy, Elsevier, vol. 63(C), pages 87-101.
    17. Headey, Derek, 2011. "Rethinking the global food crisis: The role of trade shocks," Food Policy, Elsevier, vol. 36(2), pages 136-146, April.
    18. Dong‐Hyeon Kim & Shu‐Chin Lin & Yu‐Bo Suen, 2011. "Nonlinearity between Trade Openness and Economic Development," Review of Development Economics, Wiley Blackwell, vol. 15(2), pages 279-292, May.
    19. Smith, Lisa C & Haddad, Lawrence, 2002. "How Potent Is Economic Growth in Reducing Undernutrition? What Are the Pathways of Impact? New Cross-Country Evidence," Economic Development and Cultural Change, University of Chicago Press, vol. 51(1), pages 55-76, October.
    20. Marc F. Bellemare & Christopher B. Barrett & David R. Just, 2013. "The Welfare Impacts of Commodity Price Volatility: Evidence from Rural Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(4), pages 877-899.
    21. Enrique Moral-Benito, 2013. "Likelihood-Based Estimation of Dynamic Panels With Predetermined Regressors," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(4), pages 451-472, October.
    22. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    23. Peter Rosset, 2008. "Food Sovereignty and the Contemporary Food Crisis," Development, Palgrave Macmillan;Society for International Deveopment, vol. 51(4), pages 460-463, December.
    24. Julian di Giovanni & Andrei A. Levchenko, 2009. "Trade Openness and Volatility," The Review of Economics and Statistics, MIT Press, vol. 91(3), pages 558-585, August.
    25. Jorge Dávalos & Trung Xuan Hoang & Luca Tiberti, 2020. "The effect of input-trade liberalisation on farm and non-farm labour in Vietnam [Tobit models: a survey]," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 47(1), pages 25-49.
    26. Derek D. Headey & William J. Martin, 2016. "The Impact of Food Prices on Poverty and Food Security," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 329-351, October.
    27. Martin Ravallion, 2018. "Inequality and Globalization: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 56(2), pages 620-642, June.
    28. Robin Burgess & Dave Donaldson, 2010. "Can Openness Mitigate the Effects of Weather Shocks? Evidence from India's Famine Era," American Economic Review, American Economic Association, vol. 100(2), pages 449-453, May.
    29. Servaas Storm, 1999. "Foodgrain price stabilisation in an open economy: A CGE analysis of variable trade levies for India," Journal of Development Studies, Taylor & Francis Journals, vol. 36(2), pages 136-159.
    30. Kym Anderson, 2016. "Agricultural Trade, Policy Reforms, and Global Food Security," Palgrave Studies in Agricultural Economics and Food Policy, Palgrave Macmillan, number 978-1-137-46925-0, June.
    31. Dorosh, Paul A., 2001. "Trade Liberalization and National Food Security: Rice Trade between Bangladesh and India," World Development, Elsevier, vol. 29(4), pages 673-689, April.
    32. Stephen A. Wood & Matthew R. Smith & Jessica Fanzo & Roseline Remans & Ruth S. DeFries, 2018. "Trade and the equitability of global food nutrient distribution," Nature Sustainability, Nature, vol. 1(1), pages 34-37, January.
    33. Pablo D Fajgelbaum & Pinelopi K Goldberg & Patrick J Kennedy & Amit K Khandelwal, 2020. "The Return to Protectionism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 1-55.
    34. Giuntella, Osea & Rieger, Matthias & Rotunno, Lorenzo, 2020. "Weight gains from trade in foods: Evidence from Mexico," Journal of International Economics, Elsevier, vol. 122(C).
    35. Adam I. Biener & John Cawley & Chad Meyerhoefer, 2020. "The medical care costs of obesity and severe obesity in youth: An instrumental variables approach," Health Economics, John Wiley & Sons, Ltd., vol. 29(5), pages 624-639, May.
    36. Bouët, Antoine & Laborde Debucquet, David, 2017. "Food crisis and export taxation: The cost of noncooperative trade policies:," IFPRI book chapters, in: Bouët, Antoine & Laborde Debucquet, David (ed.), Agriculture, development, and the global trading system: 2000– 2015, chapter 12, International Food Policy Research Institute (IFPRI).
    37. Sébastien Mary & Avraham Stoler, 2021. "Does agricultural trade liberalization increase obesity in developing countries?," Review of Development Economics, Wiley Blackwell, vol. 25(3), pages 1326-1350, August.
    38. Béné, Christophe & Lawton, Rebecca & Allison, Edward H., 2010. ""Trade Matters in the Fight Against Poverty": Narratives, Perceptions, and (Lack of) Evidence in the Case of Fish Trade in Africa," World Development, Elsevier, vol. 38(7), pages 933-954, July.
    39. Rutten, Martine & Shutes, Lindsay & Meijerink, Gerdien, 2013. "Sit down at the ball game: How trade barriers make the world less food secure," Food Policy, Elsevier, vol. 38(C), pages 1-10.
    40. Jonathan Brooks & Alan Matthews, 2015. "Trade Dimensions of Food Security," OECD Food, Agriculture and Fisheries Papers 77, OECD Publishing.
    41. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    42. Derek D Headey, 2018. "Food Prices and Poverty," The World Bank Economic Review, World Bank, vol. 32(3), pages 676-691.
    43. Christopher Delgado & Nicholas Minot & Marites Tiongco, 2005. "Evidence and Implications of Non-Tradability of Food Staples in Tanzania 1983-98," Journal of Development Studies, Taylor & Francis Journals, vol. 41(3), pages 376-393.
    44. Jacob Novignon & Yaw Boateng Atakorah & Gbetoton Nadege Djossou, 2018. "How Does the Health Sector Benefit from Trade Openness? Evidence from Sub‐Saharan Africa," African Development Review, African Development Bank, vol. 30(2), pages 135-148, June.
    45. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    46. Gries, Thomas & Kraft, Manfred & Meierrieks, Daniel, 2009. "Linkages Between Financial Deepening, Trade Openness, and Economic Development: Causality Evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 37(12), pages 1849-1860, December.
    47. Montalbano, P. & Pietrelli, R. & Salvatici, L., 2018. "Participation in the market chain and food security: The case of the Ugandan maize farmers," Food Policy, Elsevier, vol. 76(C), pages 81-98.
    48. D'Souza, Anna & Jolliffe, Dean, 2010. "Rising food prices and coping strategies : household-level evidence from Afghanistan," Policy Research Working Paper Series 5466, The World Bank.
    49. Sébastien Mary, 2019. "Hungry for free trade? Food trade and extreme hunger in developing countries," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(2), pages 461-477, April.
    50. Sartori, Martina & Schiavo, Stefano, 2015. "Connected we stand: A network perspective on trade and global food security," Food Policy, Elsevier, vol. 57(C), pages 114-127.
    51. Dithmer, Jan & Abdulai, Awudu, 2017. "Does trade openness contribute to food security? A dynamic panel analysis," Food Policy, Elsevier, vol. 69(C), pages 218-230.
    52. Tiwari, Sailesh & Zaman, Hassan, 2010. "The impact of economic shocks on global undernourishment," Policy Research Working Paper Series 5215, The World Bank.
    53. Dorosh, Paul A. & Dradri, Simon & Haggblade, Steven, 2009. "Regional trade, government policy and food security: Recent evidence from Zambia," Food Policy, Elsevier, vol. 34(4), pages 350-366, August.
    54. Asche, Frank & Bellemare, Marc F. & Roheim, Cathy & Smith, Martin D. & Tveteras, Sigbjørn, 2015. "Fair Enough? Food Security and the International Trade of Seafood," World Development, Elsevier, vol. 67(C), pages 151-160.
    55. Behrman, Jere R & Deolalikar, Anil B, 1987. "Will Developing Country Nutrition Improve with Income? A Case Study for Rural South India," Journal of Political Economy, University of Chicago Press, vol. 95(3), pages 492-507, June.
    56. John Romalis, 2007. "Market Access, Openness and Growth," NBER Working Papers 13048, National Bureau of Economic Research, Inc.
    57. Burchi, Francesco & De Muro, Pasquale, 2016. "From food availability to nutritional capabilities: Advancing food security analysis," Food Policy, Elsevier, vol. 60(C), pages 10-19.
    58. Muhammad Tahir & Imran Khan, 2014. "Trade openness and economic growth in the Asian region," Journal of Chinese Economic and Foreign Trade Studies, Emerald Group Publishing Limited, vol. 7(3), pages 136-152, October.
    59. Douglas A. Irwin, 2019. "Does Trade Reform Promote Economic Growth? A Review of Recent Evidence," Working Paper Series WP19-9, Peterson Institute for International Economics.
    60. Clapp, Jennifer, 2017. "Food self-sufficiency: Making sense of it, and when it makes sense," Food Policy, Elsevier, vol. 66(C), pages 88-96.
    61. Ng, Francis & Aksoy, M. Ataman, 2008. "Who are the net food importing countries ?," Policy Research Working Paper Series 4457, The World Bank.
    62. Dorosh, Paul A. & Rashid, Shahidur, 2013. "Trade subsidies, export bans and price stabilization: Lessons of Bangladesh–India rice trade in the 2000s," Food Policy, Elsevier, vol. 41(C), pages 103-111.
    63. Peter Wobst, 2003. "The impact of domestic and global trade liberalisation on five Southern African countries," Journal of Development Studies, Taylor & Francis Journals, vol. 40(2), pages 70-92.
    64. Candelise, Chiara & Saccone, Donatella & Vallino, Elena, 2021. "An empirical assessment of the effects of electricity access on food security," World Development, Elsevier, vol. 141(C).
    65. Tiziano Distefano & Francesco Laio & Luca Ridolfi & Stefano Schiavo, 2018. "Shock transmission in the International Food Trade Network," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-15, August.
    66. William A. Kerr, 2020. "The COVID‐19 pandemic and agriculture: Short‐ and long‐run implications for international trade relations," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 225-229, June.
    67. Sabrine Dhahri & Anis Omri, 2020. "Are international capital flows really matter for achieving SDGs 1 and 2: ending poverty and hunger?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(4), pages 731-767, November.
    68. Smriti Tiwari, 2019. "Long-Term Effects of Temporary Income Shocks on Food Consumption and Subjective Well-Being," Journal of Development Studies, Taylor & Francis Journals, vol. 55(8), pages 1687-1707, August.
    69. Traverso, Silvio & Schiavo, Stefano, 2020. "Fair trade or trade fair? International food trade and cross-border macronutrient flows," World Development, Elsevier, vol. 132(C).
    70. 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.
    71. Jan Dithmer & Awudu Abdulai, 2020. "Trade openness and child health: a heterogeneous panel cointegration analysis," Applied Economics, Taylor & Francis Journals, vol. 52(23), pages 2508-2525, May.
    72. Ann L. Owen & Stephen Wu, 2007. "Is Trade Good for Your Health?," Review of International Economics, Wiley Blackwell, vol. 15(4), pages 660-682, September.
    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. Candelise, Chiara & Saccone, Donatella & Vallino, Elena, 2021. "An empirical assessment of the effects of electricity access on food security," World Development, Elsevier, vol. 141(C).
    2. Traverso, Silvio & Schiavo, Stefano, 2020. "Fair trade or trade fair? International food trade and cross-border macronutrient flows," World Development, Elsevier, vol. 132(C).
    3. Donatella Saccone, 2021. "Can the Covid19 pandemic affect the achievement of the ‘Zero Hunger’ goal? Some preliminary reflections," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(7), pages 1025-1038, September.
    4. Ogunniyi, Adebayo Isaiah & Mavrotas, George & Olagunju, Kehinde Oluseyi & Fadare, Olusegun & Adedoyin, Rufai, 2020. "Governance quality, remittances and their implications for food and nutrition security in Sub-Saharan Africa," World Development, Elsevier, vol. 127(C).
    5. Marta Marson & Matteo Migheli & Donatella Saccone, 2021. "New evidence on the link between ethnic fractionalization and economic freedom," Economics of Governance, Springer, vol. 22(3), pages 257-292, September.
    6. Huy Quang Doan, 2019. "Trade, Institutional Quality and Income: Empirical Evidence for Sub-Saharan Africa," Economies, MDPI, vol. 7(2), pages 1-23, May.
    7. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    8. Fabian Dutschkus & Christian Lukas, 2022. "Social Relationships and Group Dynamics within the Supervisory Board and their Influence on CEO Compensation," Schmalenbach Journal of Business Research, Springer, vol. 74(2), pages 163-200, June.
    9. Ogunlesi, Ayodeji & Bokana, Koye & Okoye, Chidozie & Loy, Jens-Peter, 2018. "Agricultural Productivity and Food Supply Stability in Sub-Saharan Africa: LSDV and SYS-GMM Approach," MPRA Paper 90204, University Library of Munich, Germany.
    10. Marta Marson & Donatella Saccone, 2023. "Fed with import and starved by war: Estimating the consequences of the Russia-Ukraine conflict on cereals trade and global hunger," International Economics and Economic Policy, Springer, vol. 20(3), pages 413-423, July.
    11. Huw Lloyd-Ellis & Ardyn Nordstrom, 2021. "Trade, poverty and food security: A survey of recent research and its implications for East Africa," Working Paper 1460, Economics Department, Queen's University.
    12. Grundmann, Rainer & Gries, Thomas, 2015. "Crucial for Modern Sector Development? The Role of Exports and Institutions in Developing Countries," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112962, Verein für Socialpolitik / German Economic Association.
    13. Donato, Romano & Carraro, Alessandro, 2015. "Modelling Acreage, Production and Yield Supply Response to Domestic Price Volatility," 2015 Fourth Congress, June 11-12, 2015, Ancona, Italy 207278, Italian Association of Agricultural and Applied Economics (AIEAA).
    14. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2015. "Integrated sectors - diversified earnings: the (missing) impact of offshoring on wages and wage convergence in the EU27," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(3), pages 325-350, September.
    15. Terence J. V. Saldanha & Abhishek Kathuria & Jiban Khuntia & Benn R. Konsynski, 2022. "Ghosts in the Machine: How Marketing and Human Capital Investments Enhance Customer Growth When Innovative Services Leverage Self-Service Technologies," Information Systems Research, INFORMS, vol. 33(1), pages 76-109, March.
    16. Jessica M. Mc Lay & Roy Lay-Yee & Barry J. Milne & Peter Davis, 2015. "Regression-Style Models for Parameter Estimation in Dynamic Microsimulation: An Empirical Performance Assessment," International Journal of Microsimulation, International Microsimulation Association, vol. 8(2), pages 83-127.
    17. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    18. Falavigna, Greta & Ippoliti, Roberto, 2023. "SMEs’ behavior under financial constraints: An empirical investigation on the legal environment and the substitution effect with tax arrears," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    19. Ayman Hassan Bazhair & Mohammed Naif Alshareef, 2022. "Dynamic relationship between ownership structure and financial performance: a Saudi experience," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2098636-209, December.
    20. Maria Bas & Ivan Ledezma, 2010. "Trade integration and within-plant productivity evolution in Chile," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(1), pages 113-146, April.

    More about this item

    Keywords

    Undernourishment; Food security; Trade openness; Cereals trade;
    All these keywords.

    JEL classification:

    • F6 - International Economics - - Economic Impacts of Globalization
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • Q1 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

    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:spr:weltar:v:159:y:2023:i:2:d:10.1007_s10290-022-00468-z. 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.