IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v14y2024i3p21582440241267142.html
   My bibliography  Save this article

Non-linearities Caused by “Too Much Finance Effect†: Exploring the Myth and Reality for Developed and Developing Countries

Author

Listed:
  • Wasim Ullah
  • Ahmad Shauqi Mohamad Zubir
  • Akmalia Mohamad Ariff

Abstract

Existing literature on relationship between financial development (FD) and economic growth (EG) has presented dichotomous observations: a linear relationship by many of the studies and yet an inverted U-shaped relationship observed by number of renowned researchers. Most of the studies used narrow measures like credit to GDP growth ratio for measurement of financial development. Moreover, many of the researches have taken only the post-Global Financial Crisis data or neglected the data pre-1990s and most of the researches related to developing countries are on single-country data. Therefore, this relationship requires re-estimation to arrive at some conclusive results. This paper explores the relationship between financial development and economic for both developed and developing countries based on broader measures of financial development (financial access, financial depth, and financial efficiency). Panel Corrected Standard Error regression model is used to evaluate the relationship for 23 developed and 35 developing countries. Our results observe contrasting facts for developed and developing countries. For developed countries, we observed an inverted U-shaped relationship between FD and EG. The contributing sub-components of FD are financial depth and efficiency. However, financial access is observed to have a U-shaped relationship. However, for developing countries, we don’t observe an inverted U-shaped relationship but linear relationship between FD and EG. The contributing sub-components are financial depth and financial efficiency.

Suggested Citation

  • Wasim Ullah & Ahmad Shauqi Mohamad Zubir & Akmalia Mohamad Ariff, 2024. "Non-linearities Caused by “Too Much Finance Effect†: Exploring the Myth and Reality for Developed and Developing Countries," SAGE Open, , vol. 14(3), pages 21582440241, August.
  • Handle: RePEc:sae:sagope:v:14:y:2024:i:3:p:21582440241267142
    DOI: 10.1177/21582440241267142
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/21582440241267142
    Download Restriction: no

    File URL: https://libkey.io/10.1177/21582440241267142?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
    ---><---

    References listed on IDEAS

    as
    1. Valerie R. Bencivenga & Bruce D. Smith, 1991. "Financial Intermediation and Endogenous Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 195-209.
    2. Chen Haibo & Emmanuel Kwaku Manu & Mary Somuah, 2023. "Examining Finance-Growth Nexus: Empirical Evidence From the Sub-Regional Economies of Africa," SAGE Open, , vol. 13(1), pages 21582440231, February.
    3. Loayza, Norman V. & Ranciere, Romain, 2006. "Financial Development, Financial Fragility, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(4), pages 1051-1076, June.
    4. Jaroslava Botev & Balázs Égert & Fredj Jawadi, 2019. "The nonlinear relationship between economic growth and financial development: Evidence from developing, emerging and advanced economies," International Economics, CEPII research center, issue 160, pages 3-13.
    5. Thomas Philippon & Ariell Reshef, 2013. "An International Look at the Growth of Modern Finance," Journal of Economic Perspectives, American Economic Association, vol. 27(2), pages 73-96, Spring.
    6. Aghion, Philippe & Angeletos, George-Marios & Banerjee, Abhijit & Manova, Kalina, 2010. "Volatility and growth: Credit constraints and the composition of investment," Journal of Monetary Economics, Elsevier, vol. 57(3), pages 246-265, April.
    7. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    8. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    9. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    10. Peter L. Rousseau & Paul Wachtel, 2011. "What Is Happening To The Impact Of Financial Deepening On Economic Growth?," Economic Inquiry, Western Economic Association International, vol. 49(1), pages 276-288, January.
    11. Obstfeld, Maurice, 1994. "Evaluating risky consumption paths: The role of intertemporal substitutability," European Economic Review, Elsevier, vol. 38(7), pages 1471-1486, August.
    12. Cheng, Chih-Yang & Chien, Mei-Se & Lee, Chien-Chiang, 2021. "ICT diffusion, financial development, and economic growth: An international cross-country analysis," Economic Modelling, Elsevier, vol. 94(C), pages 662-671.
    13. Abdul Bahri, Elya Nabila & Mohd Nor, Abu Hassan Shaari & Sarmidi, Tamat & Haji Mohd Nor, Nor Hakimah, 2018. "Nonlinear Relationship between Financial Development and Economic Growth: Evidence from Post Global Financial Crisis Panel Data," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 15-30.
    14. Thomas Philippon & Ariell Reshef, 2012. "Wages and Human Capital in the U.S. Finance Industry: 1909--2006," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(4), pages 1551-1609.
    15. Fabien Sundjo & Fozoh Aziseh, 2018. "An Empirical Investigation into the Key Drivers of Economic Performance in the CEMAC Zone: A Panel Corrected Standard Errors Approach," International Journal of Business, Economics and Management, Conscientia Beam, vol. 5(6), pages 189-200.
    16. Roland Kangni KPODAR & Maëlan LE GOFF & Raju Jan SINGH, 2018. "Financial Deepening, Terms of Trade Shocks, and Growth Volatility in Low-Income Countries," Working Papers P238, FERDI.
    17. Michael Leahy & Sebastian Schich & Gert Wehinger & Florian Pelgrin & Thorsteinn Thorgeirsson, 2001. "Contributions of Financial Systems to Growth in OECD Countries," OECD Economics Department Working Papers 280, OECD Publishing.
    18. Deidda, Luca & Fattouh, Bassam, 2008. "Banks, financial markets and growth," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 6-36, January.
    19. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    20. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    21. Edison, Hali J. & Levine, Ross & Ricci, Luca & Slok, Torsten, 2002. "International financial integration and economic growth," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 749-776, November.
    22. Sourafel Girma & Anja Shortland, 2008. "The political economy of financial development," Oxford Economic Papers, Oxford University Press, vol. 60(4), pages 567-596, October.
    23. Huang, Ho-Chuan & Lin, Shu-Chin & Kim, Dong-Hyeon & Yeh, Chih-Chuan, 2010. "Inflation and the finance-growth nexus," Economic Modelling, Elsevier, vol. 27(1), pages 229-236, January.
    24. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    25. Bekaert, Geert & Harvey, Campbell R. & Lundblad, Christian, 2005. "Does financial liberalization spur growth?," Journal of Financial Economics, Elsevier, vol. 77(1), pages 3-55, July.
    26. Stulz, Rene M. & Williamson, Rohan, 2003. "Culture, openness, and finance," Journal of Financial Economics, Elsevier, vol. 70(3), pages 313-349, December.
    27. Joshua Cave & Kausik Chaudhuri & Subal C. Kumbhakar, 2020. "Do banking sector and stock market development matter for economic growth?," Empirical Economics, Springer, vol. 59(4), pages 1513-1535, October.
    28. Marco Pagano & Giovanni Pica, 2012. "Finance and employment [Credit constraints as a barrier to the entry and post-entry growth of firms]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 27(69), pages 5-55.
    29. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    30. repec:imf:imfsdn:15/8 is not listed on IDEAS
    31. 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.
    32. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    33. Rioja, Felix & Valev, Neven, 2004. "Does one size fit all?: a reexamination of the finance and growth relationship," Journal of Development Economics, Elsevier, vol. 74(2), pages 429-447, August.
    34. Philippe Belley & Lance Lochner, 2007. "The Changing Role of Family Income and Ability in Determining Educational Achievement," Journal of Human Capital, University of Chicago Press, vol. 1(1), pages 37-89.
    35. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2002. "Government Ownership of Banks," Journal of Finance, American Finance Association, vol. 57(1), pages 265-301, February.
    36. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    37. Rousseau, Peter L. & Vuthipadadorn, Dadanee, 2005. "Finance, investment, and growth: Time series evidence from 10 Asian economies," Journal of Macroeconomics, Elsevier, vol. 27(1), pages 87-106, March.
    38. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    39. repec:lje:journl:v:1:y:2007:i:1:p:1-34 is not listed on IDEAS
    40. Philippe Aghion & Peter Howitt & David Mayer-Foulkes, 2005. "The Effect of Financial Development on Convergence: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 173-222.
    41. William R. Kerr & Ramana Nanda, 2010. "Banking Deregulations, Financing Constraints, and Firm Entry Size," Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 582-593, 04-05.
    42. Demetriades, Panicos O. & Hussein, Khaled A., 1996. "Does financial development cause economic growth? Time-series evidence from 16 countries," Journal of Development Economics, Elsevier, vol. 51(2), pages 387-411, December.
    43. Bertocco, Giancarlo, 2008. "Finance and development: Is Schumpeter's analysis still relevant?," Journal of Banking & Finance, Elsevier, vol. 32(6), pages 1161-1175, June.
    44. Markus Eberhardt, 2012. "Estimating panel time-series models with heterogeneous slopes," Stata Journal, StataCorp LP, vol. 12(1), pages 61-71, March.
    45. Kerr, William R. & Nanda, Ramana, 2009. "Democratizing entry: Banking deregulations, financing constraints, and entrepreneurship," Journal of Financial Economics, Elsevier, vol. 94(1), pages 124-149, October.
    46. Demirgüç-Kunt, Asli & Córdova, Ernesto López & Pería, María Soledad Martínez & Woodruff, Christopher, 2011. "Remittances and banking sector breadth and depth: Evidence from Mexico," Journal of Development Economics, Elsevier, vol. 95(2), pages 229-241, July.
    47. Andrianova, Svetlana & Demetriades, Panicos & Shortland, Anja, 2008. "Government ownership of banks, institutions, and financial development," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 218-252, February.
    48. Beck, Thorsten & Degryse, Hans & Kneer, Christiane, 2014. "Is more finance better? Disentangling intermediation and size effects of financial systems," Journal of Financial Stability, Elsevier, vol. 10(C), pages 50-64.
    49. Deidda, Luca & Fattouh, Bassam, 2002. "Non-linearity between finance and growth," Economics Letters, Elsevier, vol. 74(3), pages 339-345, February.
    50. Abdul Abiad & Ashoka Mody, 2005. "Financial Reform: What Shakes It? What Shapes It?," American Economic Review, American Economic Association, vol. 95(1), pages 66-88, March.
    51. A.R. Kemal & Abdul Qayyum & Muhammad Nadim Hanif, 2007. "Financial Development and Economic Growth: Evidence from a Heterogeneous Panel of High Income Countries," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 12(1), pages 1-34, Jan-Jun.
    52. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    53. Rousseau, Peter L. & Wachtel, Paul, 2002. "Inflation thresholds and the finance-growth nexus," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 777-793, November.
    54. 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.
    55. Gennaioli, Nicola & Shleifer, Andrei & Vishny, Robert, 2012. "Neglected risks, financial innovation, and financial fragility," Journal of Financial Economics, Elsevier, vol. 104(3), pages 452-468.
    56. Fabien Sundjo & Fozoh Aziseh, 2018. "An Empirical Investigation into the Key Drivers of Economic Performance in the CEMAC Zone: A Panel Corrected Standard Errors Approach," International Journal of Business, Economics and Management, Conscientia Beam, vol. 5(6), pages 189-200.
    57. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    58. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    59. Sorin Gabriel Anton & Anca Elena Afloarei Nucu, 2020. "Enterprise Risk Management: A Literature Review and Agenda for Future Research," JRFM, MDPI, vol. 13(11), pages 1-22, November.
    60. Sajid Anwar & Lan Nguyen, 2011. "Financial development and economic growth in Vietnam," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 35(3), pages 348-360, July.
    61. William R. Cline, 2015. "Too Much Finance, or Statistical Illusion?," Policy Briefs PB15-9, Peterson Institute for International Economics.
    62. repec:oup:ecpoli:v:27:y:2012:i:69:p:5-55 is not listed on IDEAS
    63. Andrea Bassanini & Stefano Scarpetta & Philip Hemmings, 2001. "Economic Growth: The Role of Policies and Institutions: Panel Data. Evidence from OECD Countries," OECD Economics Department Working Papers 283, OECD Publishing.
    64. E. M. Ekanayake & Ranjini Thaver, 2021. "The Nexus between Financial Development and Economic Growth: Panel Data Evidence from Developing Countries," JRFM, MDPI, vol. 14(10), pages 1-24, October.
    65. Ross Levine & Asli Demirgüç-Kunt, 2008. "Finance, Financial Sector Policies, and Long-Run Growth," World Bank Publications - Books, The World Bank Group, number 28021.
    66. Ang, James B., 2008. "What are the mechanisms linking financial development and economic growth in Malaysia," Economic Modelling, Elsevier, vol. 25(1), pages 38-53, January.
    67. Anwar, Sajid & Sun, Sizhong, 2011. "Financial development, foreign investment and economic growth in Malaysia," Journal of Asian Economics, Elsevier, vol. 22(4), pages 335-342, August.
    68. Levine, Ross, 1991. "Stock Markets, Growth, and Tax Policy," Journal of Finance, American Finance Association, vol. 46(4), pages 1445-1465, September.
    69. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Diana B Ayala Pena & Ran Bi & Miss Yuan Gao & Ms. Annette J Kyobe & Lam Nguyen & Christian Saborowski & Katsiaryna Sv, 2015. "Rethinking Financial Deepening: Stability and Growth in Emerging Markets," IMF Staff Discussion Notes 2015/008, International Monetary Fund.
    70. 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.
    71. Bailey, Delia & Katz, Jonathan N., 2011. "Implementing Panel-Corrected Standard Errors in R: The pcse Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(c01).
    72. Siong Law & W. Azman-Saini, 2012. "Institutional quality, governance, and financial development," Economics of Governance, Springer, vol. 13(3), pages 217-236, September.
    73. Biplab Kumar Guru & Inder Sekhar Yadav, 2019. "Financial development and economic growth: panel evidence from BRICS," Journal of Economics, Finance and Administrative Science, Emerald Group Publishing Limited, vol. 24(47), pages 113-126, February.
    74. 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.
    75. Ms. Era Dabla-Norris & Mr. Narapong Srivisal, 2013. "Revisiting the Link Between Finance and Macroeconomic Volatility," IMF Working Papers 2013/029, International Monetary Fund.
    76. Abdul Jalil & Mete Feridun, 2011. "Impact of financial development on economic growth: empirical evidence from Pakistan," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 16(1), pages 71-80.
    77. Asim Ijaz Khwaja & Atif Mian, 2005. "Do Lenders Favor Politically Connected Firms? Rent Provision in an Emerging Financial Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(4), pages 1371-1411.
    78. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Diana B Ayala Pena & Ran Bi & Yuan Gao & Annette J Kyobe & Lam Nguyen & Christian Saborowski & Katsiaryna Svirydzenka & Seyed Reza Yousef, 2015. "Rethinking Financial Deepening; Stability and Growth in Emerging Markets," IMF Staff Discussion Notes 15/08, International Monetary Fund.
    79. Roe, Mark J. & Siegel, Jordan I., 2011. "Political instability: Effects on financial development, roots in the severity of economic inequality," Journal of Comparative Economics, Elsevier, vol. 39(3), pages 279-309, September.
    80. Abdul Rahman & Muhammad Arshad Khan & Lanouar Charfeddine, 2020. "Does Financial Sector Promote Economic Growth in Pakistan? Empirical Evidences From Markov Switching Model," SAGE Open, , vol. 10(4), pages 21582440209, October.
    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. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    2. Swamy, Vighneswara & Dharani, Munusamy, 2019. "The dynamics of finance-growth nexus in advanced economies," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 122-146.
    3. Abdul Bahri, Elya Nabila & Mohd Nor, Abu Hassan Shaari & Sarmidi, Tamat & Haji Mohd Nor, Nor Hakimah, 2018. "Nonlinear Relationship between Financial Development and Economic Growth: Evidence from Post Global Financial Crisis Panel Data," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 15-30.
    4. Vighneswara Swamy & Munusamy Dharani, 2021. "Thresholds in finance–growth nexus: Evidence from G‐7 economies," Australian Economic Papers, Wiley Blackwell, vol. 60(1), pages 1-40, March.
    5. Vighneswara Swamy & Dharani M, 2020. "The tipping point of financial development? – evidence from OECD countries," International Economics and Economic Policy, Springer, vol. 17(1), pages 125-165, February.
    6. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    7. Vighneswara Swamy & Munusamy Dharani, 2020. "Thresholds of financial development in the Euro area," The World Economy, Wiley Blackwell, vol. 43(6), pages 1730-1774, June.
    8. Popov, Alexander, 2017. "Evidence on finance and economic growth," Working Paper Series 2115, European Central Bank.
    9. 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.
    10. Norman Loayza & Amine Ouazad & Romain Ranciere, 2017. "Financial Development, Growth, and Crisis: Is There a Trade-Off?," Working Papers 114, Peruvian Economic Association.
    11. Chu, Lan Khanh & Chu, Hung Viet, 2020. "Is too much liquidity harmful to economic growth?," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 230-242.
    12. Raja Almarzoqi & Sami Ben Naceur & Akshay Kotak, 2015. "What Matters for Financial Development and Stability?," IMF Working Papers 2015/173, International Monetary Fund.
    13. Gnangnon, Sèna Kimm, 2019. "Financial Development and Tax Revenue in Developing Countries: Investigating the International Trade and Economic Growth Channels," EconStor Preprints 206628, ZBW - Leibniz Information Centre for Economics.
    14. Ross Levine & Asli Demirgüç-Kunt, 2008. "Finance, Financial Sector Policies, and Long-Run Growth," World Bank Publications - Books, The World Bank Group, number 28021.
    15. Fajeau, Maxime, 2021. "Too much finance or too many weak instruments?," International Economics, Elsevier, vol. 165(C), pages 14-36.
    16. Jingzhu Chen & Yuemei Ji, 2022. "Is Finance Good for Growth? New Evidence from China," CESifo Working Paper Series 9882, CESifo.
    17. Comlanvi Jude EGGOH, 2009. "Développement financier, instabilité financière et croissance économique : un réexamen de la relation," LEO Working Papers / DR LEO 444, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
    18. Richard E. Itaman, 2022. "The finance‐growth nexus enigma: Bringing in institutional context and the productiveness debate," Journal of Economic Surveys, Wiley Blackwell, vol. 36(2), pages 504-527, April.
    19. 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.
    20. Sarah Lynne Salvador Daway-Ducanes & Maria Socorro Gochoco-Bautista, 2019. "Manufacturing and Services Growth in Developing Economies: ‘Too Little’ Finance?," Progress in Development Studies, , vol. 19(1), pages 55-82, January.

    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:sae:sagope:v:14:y:2024:i:3:p:21582440241267142. 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: SAGE Publications (email available below). General contact details of provider: .

    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.