IDEAS home Printed from https://ideas.repec.org/a/kap/ecopln/v51y2018i3d10.1007_s10644-017-9203-8.html
   My bibliography  Save this article

Finance-growth-poverty nexus: a re-assessment of the trickle-down hypothesis in China

Author

Listed:
  • Sin-Yu Ho

    (University of South Africa, UNISA)

  • Bernard Njindan Iyke

    (Deakin University)

Abstract

Poverty has remained one of the prominent challenges of humanity. Different solutions have been suggested to curb poverty. Economic growth and financial development are two such crucial tools for overcoming poverty, as frequently pointed out by economists. These tools work through the so-called trickle-down hypothesis, which contends that a well-functioning financial system would enhance poverty reduction by promoting economic growth. One country that appears to have manifested this hypothesis is China. However, the empirical test of the trickle-down hypothesis for China is scant. In addition, most of the existing studies have failed to account for regime-shift in parameters or structural breaks. This paper attempts to fill this void by testing the trickle-down hypothesis for China during the period 1985–2014. We utilized two standard proxies for financial development, namely: the domestic credit to private sector by banks as percentage of GDP, and money and quasi money as percentage of GDP; annual percentage change in real GDP per capita to proxy economic growth; and a standard proxy for poverty reduction namely: the household final consumption expenditure per capita growth. By accounting for structural breaks in our empirical specifications, we found overwhelming support for the trickle-down hypothesis at the national level. That is, we found financial development to cause economic growth, which in turn causes poverty reduction in China at the national level. This has important policy implications.

Suggested Citation

  • Sin-Yu Ho & Bernard Njindan Iyke, 2018. "Finance-growth-poverty nexus: a re-assessment of the trickle-down hypothesis in China," Economic Change and Restructuring, Springer, vol. 51(3), pages 221-247, August.
  • Handle: RePEc:kap:ecopln:v:51:y:2018:i:3:d:10.1007_s10644-017-9203-8
    DOI: 10.1007/s10644-017-9203-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10644-017-9203-8
    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/s10644-017-9203-8?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. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    2. Edoardo Gaffeo & Petya Garalova, 2014. "On the finance-growth nexus: additional evidence from Central and Eastern Europe countries," Economic Change and Restructuring, Springer, vol. 47(2), pages 89-115, May.
    3. Caner, M. & Kilian, L., 2001. "Size distortions of tests of the null hypothesis of stationarity: evidence and implications for the PPP debate," Journal of International Money and Finance, Elsevier, vol. 20(5), pages 639-657, October.
    4. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    5. Hasan, Iftekhar & Wachtel, Paul & Zhou, Mingming, 2009. "Institutional development, financial deepening and economic growth: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 157-170, January.
    6. Birdsall, Nancy & Londono, Juan Luis, 1997. "Asset Inequality Matters: An Assessment of the World Bank's Approach to Poverty Reduction," American Economic Review, American Economic Association, vol. 87(2), pages 32-37, May.
    7. Shujie Yao, 1999. "Economic growth, income inequality and poverty in china under economic reforms," Journal of Development Studies, Taylor & Francis Journals, vol. 35(6), pages 104-130.
    8. Uddin, Gazi Salah & Shahbaz, Muhammad & Arouri, Mohamed & Teulon, Frédéric, 2014. "Financial development and poverty reduction nexus: A cointegration and causality analysis in Bangladesh," Economic Modelling, Elsevier, vol. 36(C), pages 405-412.
    9. Carina Mood & Jan O. Jonsson, 2016. "Erratum to: The Social Consequences of Poverty: An Empirical Test on Longitudinal Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(2), pages 499-499, September.
    10. 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.
    11. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    12. Iftekhar Hasan & Mingming Zhou, 2006. "Financial Sector Development and Growth: The Chinese Experience," WIDER Working Paper Series RP2006-85, World Institute for Development Economic Research (UNU-WIDER).
    13. Inoue, Takeshi & Hamori, Shigeyuki, 2010. "How has financial deepening affected poverty reduction in India? : empirical analysis using state-level panel data," IDE Discussion Papers 249, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    14. Meng, Xin, 2003. "Unemployment, consumption smoothing, and precautionary saving in urban China," Journal of Comparative Economics, Elsevier, vol. 31(3), pages 465-485, September.
    15. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    16. Hossein Jalilian & Colin Kirkpatrick, 2005. "Does Financial Development Contribute to Poverty Reduction?," Journal of Development Studies, Taylor & Francis Journals, vol. 41(4), pages 636-656.
    17. Abosedra, Salah & Shahbaz, Muhammad & Nawaz, Kishwar, 2015. "Modeling Causality between Financial Deepening and Poverty Reduction in Egypt," MPRA Paper 67166, University Library of Munich, Germany, revised 09 Oct 2015.
    18. Gordon Anderson & Ying Ge, 2004. "Do Economic Reforms Accelerate Urban Growth? The Case of China," Urban Studies, Urban Studies Journal Limited, vol. 41(11), pages 2197-2210, October.
    19. Xavier Sala-i-Martin, 2006. "The World Distribution of Income: Falling Poverty and … Convergence, Period," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 351-397.
    20. Guariglia, Alessandra & Poncet, Sandra, 2008. "Could financial distortions be no impediment to economic growth after all? Evidence from China," Journal of Comparative Economics, Elsevier, vol. 36(4), pages 633-657, December.
    21. Gazi Salah Uddin & Muhammed Shahbaz & Mohamed Arouri & Frédéric Teulon, 2014. "Financial Development and Poverty Reduction Nexus: A cointegration and causality analysis in Bangladesh," Working Papers 2014-291, Department of Research, Ipag Business School.
    22. Justin Yifu Lin & Zhiqiang Liu, 2000. "Fiscal Decentralization and Economic Growth in China," Economic Development and Cultural Change, University of Chicago Press, vol. 49(1), pages 1-21.
    23. Md Nain & Bandi Kamaiah, 2014. "Financial development and economic growth in India: some evidence from non-linear causality analysis," Economic Change and Restructuring, Springer, vol. 47(4), pages 299-319, November.
    24. Gary H. Jefferson & Thomas G. Rawski, 1994. "Enterprise Reform in Chinese Industry," Journal of Economic Perspectives, American Economic Association, vol. 8(2), pages 47-70, Spring.
    25. Peter Quartey, 2005. "Financial Sector Development, Savings Mobilization and Poverty Reduction in Ghana," WIDER Working Paper Series RP2005-71, World Institute for Development Economic Research (UNU-WIDER).
    26. Jalal Siddiki, 2002. "Trade and Financial Liberalisation and Endogenous Growth in Bangladesh," International Economic Journal, Taylor & Francis Journals, vol. 16(3), pages 23-37.
    27. Jalilian, Hossein & Kirkpatrick, Colin, 2002. "Financial Development and Poverty Reduction in Developing Countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 7(2), pages 97-108, April.
    28. Ang, James B. & McKibbin, Warwick J., 2007. "Financial liberalization, financial sector development and growth: Evidence from Malaysia," Journal of Development Economics, Elsevier, vol. 84(1), pages 215-233, September.
    29. World Bank, 2014. "Global Financial Development Report 2014 : Financial Inclusion," World Bank Publications - Books, The World Bank Group, number 16238, December.
    30. Perron, Pierre, 1997. "Further evidence on breaking trend functions in macroeconomic variables," Journal of Econometrics, Elsevier, vol. 80(2), pages 355-385, October.
    31. Gregory C. Chow, 2004. "Economic Reform and Growth in China," Annals of Economics and Finance, Society for AEF, vol. 5(1), pages 127-152, May.
    32. Ravallion, Martin & Datt, Gaurav, 2002. "Why has economic growth been more pro-poor in some states of India than others?," Journal of Development Economics, Elsevier, vol. 68(2), pages 381-400, August.
    33. Boopen Seetanah, 2008. "Financial development and economic growth: an ARDL approach for the case of the small island state of Mauritius," Applied Economics Letters, Taylor & Francis Journals, vol. 15(10), pages 809-813.
    34. Franco Modigliani & Shi Larry Cao, 2004. "The Chinese Saving Puzzle and the Life-Cycle Hypothesis," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 145-170, March.
    35. Subal Kumbhakar & Dan Wang, 2007. "Economic reforms, efficiency and productivity in Chinese banking," Journal of Regulatory Economics, Springer, vol. 32(2), pages 105-129, October.
    36. Grant Turner & Nicholas Tan & Dena Sadeghian, 2012. "The Chinese Banking System," RBA Bulletin (Print copy discontinued), Reserve Bank of Australia, pages 53-64, September.
    37. Lin, Justin Y. & Sun, Xifang & Wu, Harry X., 2015. "Banking structure and industrial growth: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 58(C), pages 131-143.
    38. Dennis Tao Yang & Junsen Zhang & Shaojie Zhou, 2012. "Why Are Saving Rates So High in China?," NBER Chapters, in: Capitalizing China, pages 249-278, National Bureau of Economic Research, Inc.
    39. Hamori, Shigeyuki & Hashiguchi, Yoshihiro, 2012. "The effect of financial deepening on inequality: Some international evidence," Journal of Asian Economics, Elsevier, vol. 23(4), pages 353-359.
    40. Hsueh, Shun-Jen & Hu, Yu-Hau & Tu, Chien-Heng, 2013. "Economic growth and financial development in Asian countries: A bootstrap panel Granger causality analysis," Economic Modelling, Elsevier, vol. 32(C), pages 294-301.
    41. Bernard Njindan Iyke & Theodore O. Antwi-Asare & Augustine F. Gockel & Emmanuel Nii Abbey, 2016. "The Linkages Between Financial Deepening, Trade Openness, and Economic Growth in the West African Economic and Monetary Union (WAEMU)," The African Finance Journal, Africagrowth Institute, vol. 18(2), pages 93-116.
    42. Dwight H. Perkins, 1994. "Completing China's Move to the Market," Journal of Economic Perspectives, American Economic Association, vol. 8(2), pages 23-46, Spring.
    43. Qichang Ye & Zongling Xu & Dan Fang, 2012. "Market structure, performance, and efficiency of the Chinese banking sector," Economic Change and Restructuring, Springer, vol. 45(4), pages 337-358, November.
    44. Johnson, D Gale, 1988. "Economic Reforms in the People's Republic of China," Economic Development and Cultural Change, University of Chicago Press, vol. 36(3), pages 225-245, Supplemen.
    45. Carina Mood & Jan O. Jonsson, 2016. "The Social Consequences of Poverty: An Empirical Test on Longitudinal Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(2), pages 633-652, June.
    46. Robin Burgess & Rohini Pande, 2005. "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment," American Economic Review, American Economic Association, vol. 95(3), pages 780-795, June.
    47. Boyd, John H. & Levine, Ross & Smith, Bruce D., 2001. "The impact of inflation on financial sector performance," Journal of Monetary Economics, Elsevier, vol. 47(2), pages 221-248, April.
    48. Sen, Amartya, 1983. "Poor, Relatively Speaking," Oxford Economic Papers, Oxford University Press, vol. 35(2), pages 153-169, July.
    49. Zhang, Jin & Wang, Lanfang & Wang, Susheng, 2012. "Financial development and economic growth: Recent evidence from China," Journal of Comparative Economics, Elsevier, vol. 40(3), pages 393-412.
    50. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    51. World Bank, 2001. "World Development Report 2000/2001," World Bank Publications - Books, The World Bank Group, number 11856, December.
    52. Lin, Justin Yifu, 1992. "Rural Reforms and Agricultural Growth in China," American Economic Review, American Economic Association, vol. 82(1), pages 34-51, March.
    53. Xinhua He & Yongfu Cao, 2007. "Understanding High Saving Rate in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 15(1), pages 1-13, January.
    54. Chen, K.C. & Wu, Lifan & Wen, Jian, 2013. "The relationship between finance and growth in China," Global Finance Journal, Elsevier, vol. 24(1), pages 1-12.
    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. Kanayo Ogujiuba & Ntombifuthi Mngometulu, 2022. "Does Social Investment Influence Poverty and Economic Growth in South Africa: A Cointegration Analysis?," Economies, MDPI, vol. 10(9), pages 1-23, September.
    2. Giang Nguyen, 2020. "Changes in the distribution of household consumption in Southeast Asia," Economic Change and Restructuring, Springer, vol. 53(1), pages 39-60, February.
    3. Acheampong, Alex O. & Appiah-Otoo, Isaac & Dzator, Janet & Agyemang, Kwabena Koforobour, 2021. "Remittances, financial development and poverty reduction in Sub-Saharan Africa: Implications for post-COVID-19 macroeconomic policies," Journal of Policy Modeling, Elsevier, vol. 43(6), pages 1365-1387.
    4. Zaman, Qamar uz & Zhao, Yuhuan & Zaman, Shah & Shah, Aadil Hameed, 2023. "Examining the symmetrical effect of traditional energy resources, industrial production, and poverty lessening on ecological sustainability: Policy track in the milieu of five neighboring Asian econom," Resources Policy, Elsevier, vol. 83(C).
    5. Kirikkaleli, Dervis & Athari, Seyed Alireza, 2020. "Time-frequency co-movements between bank credit supply and economic growth in an emerging market: Does the bank ownership structure matter?," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    6. Jorge Garza-Rodriguez, 2019. "Tourism and Poverty Reduction in Mexico: An ARDL Cointegration Approach," Sustainability, MDPI, vol. 11(3), pages 1-10, February.
    7. Jorge Garza-Rodriguez, 2018. "Poverty and Economic Growth in Mexico," Social Sciences, MDPI, vol. 7(10), pages 1-9, September.
    8. Hazwan Haini, 2020. "Examining the relationship between finance, institutions and economic growth: evidence from the ASEAN economies," Economic Change and Restructuring, Springer, vol. 53(4), pages 519-542, November.
    9. Liu, Dan & Jin, Yanhong & Pray, Carl & Liu, Shuang, 2020. "The Effects of Digital Inclusive Finance on Household Income and Income Inequality in China?," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304238, Agricultural and Applied Economics Association.
    10. Irfan Ahmed & Claudio Socci & Francesca Severini & Rosita Pretaroli & Hassan Kasady Al Mahdi, 2020. "Unconventional monetary policy and real estate sector: a financial dynamic computable general equilibrium model for Italy," Economic Systems Research, Taylor & Francis Journals, vol. 32(2), pages 221-238, April.
    11. Fambeu, Ariel Herbert & Yomi, Patricia Tchawa, 2023. "Is democracy pro poor in Sub-Saharan Africa?," Journal of Policy Modeling, Elsevier, vol. 45(1), pages 10-30.
    12. Martin Boďa & Emília Zimková, 2021. "A DEA model for measuring financial intermediation," Economic Change and Restructuring, Springer, vol. 54(2), pages 339-370, May.
    13. Appiah-Otoo, Isaac & Chen, Xudong & Song, Na & Dumor, Koffi, 2022. "Financial development, institutional improvement, poverty reduction: The multiple challenges in West Africa," Journal of Policy Modeling, Elsevier, vol. 44(6), pages 1296-1312.
    14. Olufemi Adewale Aluko & Olufemi Patrick Adeyeye & Patrick Olajide Oladele, 2020. "Finance–growth nexus in sub-Saharan Africa revisited: evidence based on a new composite index," Economic Change and Restructuring, Springer, vol. 53(2), pages 333-355, May.
    15. Khanh Duong & Eoin Flaherty, 2023. "Does growth reduce poverty? The mediating role of carbon emissions and income inequality," Economic Change and Restructuring, Springer, vol. 56(5), pages 3309-3334, October.
    16. Bello K. Ajide, 2020. "Fragmentation and financial development in Sub-Saharan Africa Countries: the case of diversity debit versus diversity dividend theses," Economic Change and Restructuring, Springer, vol. 53(3), pages 379-428, August.
    17. Isaac Appiah-Otoo & Na Song, 2021. "The Impact of Fintech on Poverty Reduction: Evidence from China," Sustainability, MDPI, vol. 13(9), pages 1-13, May.

    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. Sin-Yu Ho & Bernard Njindan Iyke, 2017. "Does Financial Development Lead to Poverty Reduction in China? Time Series Evidence," Journal of Economics and Behavioral Studies, AMH International, vol. 9(1), pages 99-112.
    2. Ho, Sin-Yu & Njindan Iyke, Bernard, 2018. "Financial Development, Growth and Poverty Reduction: Evidence from Ghana," MPRA Paper 87121, University Library of Munich, Germany.
    3. Madhu Sehrawat & A. Giri, 2016. "Financial development, poverty and rural-urban income inequality: evidence from South Asian countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(2), pages 577-590, March.
    4. Abosedra, Salah & Shahbaz, Muhammad & Nawaz, Kishwar, 2015. "Modeling Causality between Financial Deepening and Poverty Reduction in Egypt," MPRA Paper 67166, University Library of Munich, Germany, revised 09 Oct 2015.
    5. Seven, Unal & Coskun, Yener, 2016. "Does financial development reduce income inequality and poverty? Evidence from emerging countries," Emerging Markets Review, Elsevier, vol. 26(C), pages 34-63.
    6. Madhu Sehrawat & A. K. Giri, 2018. "The impact of financial development, economic growth, income inequality on poverty: evidence from India," Empirical Economics, Springer, vol. 55(4), pages 1585-1602, December.
    7. Guangdong Xu & Binwei Gui, 2021. "The non‐linearity between finance and economic growth: a literature review and evidence from China," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 35(1), pages 3-18, May.
    8. Ijaz Rehman & Muhammad Shahbaz, 2014. "Multivariate-based Granger causality between financial deepening and poverty: the case of Pakistan," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(6), pages 3221-3241, November.
    9. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar & Hall, John H. & Norman, Neville R., 2017. "Finance and growth: Evidence from the ARF countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 136-148.
    10. Clement Olalekan Olaniyi & James Temitope Dada & Nicholas Mbaya Odhiambo & Xuan Vinh Vo, 2023. "Modelling asymmetric structure in the finance-poverty nexus: empirical insights from an emerging market economy," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(1), pages 453-487, February.
    11. Rudra P. Pradhan & Mak B. Arvin & John H. Hall & Sahar Bahmani, 2014. "Causal nexus between economic growth, banking sector development, stock market development, and other macroeconomic variables: The case of ASEAN countries," Review of Financial Economics, John Wiley & Sons, vol. 23(4), pages 155-173, November.
    12. Boukhatem, Jamel, 2016. "Assessing the direct effect of financial development on poverty reduction in a panel of low- and middle-income countries," Research in International Business and Finance, Elsevier, vol. 37(C), pages 214-230.
    13. Nasreddine Kaidi & Sami Mensi, 2018. "Financial Development and Poverty Reduction: A Study of Middle-Income Countries," Working Papers 1216, Economic Research Forum, revised 05 Sep 2018.
    14. Nasreddine Kaidi & Sami Mensi & Mehdi Ben Amor, 2019. "Financial Development, Institutional Quality and Poverty Reduction: Worldwide Evidence," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 131-156, January.
    15. Uddin, Gazi Salah & Shahbaz, Muhammad & Arouri, Mohamed & Teulon, Frédéric, 2014. "Financial development and poverty reduction nexus: A cointegration and causality analysis in Bangladesh," Economic Modelling, Elsevier, vol. 36(C), pages 405-412.
    16. James B. Ang, 2010. "Finance and Inequality: The Case of India," Southern Economic Journal, John Wiley & Sons, vol. 76(3), pages 738-761, January.
    17. Khalil Mhadhbi & Chokri Terzi & Ali Bouchrika, 2020. "Banking sector development and economic growth in developing countries: a bootstrap panel Granger causality analysis," Empirical Economics, Springer, vol. 58(6), pages 2817-2836, June.
    18. Sin-Yu Ho, 2019. "The macroeconomic determinants of stock market development in Malaysia: an empirical analysis," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 21(2), pages 174-193.
    19. Sin-Yu Ho & N.M. Odhiambo, 2018. "Analysing the macroeconomic drivers of stock market development in the Philippines," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1451265-145, January.
    20. Pradhan, Rudra P. & Arvin, Mak B. & Norman, Neville R., 2015. "Insurance development and the finance-growth nexus: Evidence from 34 OECD countries," Journal of Multinational Financial Management, Elsevier, vol. 31(C), pages 1-22.

    More about this item

    Keywords

    Financial development; Economic growth; Poverty reduction; ARDL with structural breaks; China;
    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
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty

    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:kap:ecopln:v:51:y:2018:i:3:d:10.1007_s10644-017-9203-8. 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.