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Published in: Quality & Quantity 3/2024

15-11-2023

Does poverty respond asymmetrically to financial development? Evidence from India using asymmetric cointegration and causality tests

Authors: Ishfaq Nazir Khanday, Inayat Ullah Wani, Md. Tarique, Muzffar Hussain Dar

Published in: Quality & Quantity | Issue 3/2024

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Abstract

Using annual time series data for India, this research paper examines the presence of asymmetric cointegration and asymmetric causality between financial development and poverty reduction using nonlinear autoregressive distributed lag (NARDL) model and asymmetric causality test. The empirical findings support the existence of asymmetries in the short-run as well as long-run between poverty and financial development. The asymmetry reveals that negative financial development shocks leave a more profound impact on poverty alleviation than their positive equivalents. The result emanating from asymmetric causality test reveal a unidirectional asymmetric causality between negative shocks in financial development and poverty. Moreover, expansionary policies of financial development are found to serve as catalysts to spur poverty alleviation while contractionary policies of financial sector are found to exacerbate poverty in an asymmetric and nonlinear fashion. The findings of Wald’s test also confirm the presence of asymmetric effects in the poverty-finance nexus. The asymmetric cumulative dynamic multipliers used to examine the behaviour of asymmetries and adjustments with respect to time lend credence to the results calculated using NARDL estimator and therefore demonstrate their robustness. The present study divulges the need for investigating asymmetry in finance-poverty nexus in order to draw policy-relevant conclusions. The authors conclude that financial development serves as a panacea and antidote to the scourge of extreme poverty in India. We recommend regulation of informal sources of credit, financial inclusion of poor, credit boost to small and medium enterprises employing rural poor and channelization of credit to productive sectors with high employment elasticity to be persistently encouraged for poverty alleviation in India.

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Footnotes
1
The Global Hunger Index (GHI), created by the International Food Policy Research Institute (IFRI), is a multidimensional statistical tool used to characterise the state of hunger in various nations.
 
2
A yearly publication by UNDP on status of world inequality.
 
3
3 It is pertinent to mention here that 7 out of 17 SDG’s formulated by united nations (2015) talk of the importance of financial inclusion in economic development ( Goals 1, 2, 5, 8, 9, 10 and 17 visible in targets 1.4, 2.3, 5.6B, 8.3, 9.3, 10.5 & 17.16, respectively).
 
Literature
go back to reference Azmi, S.N., Akhtar, S.: Interactions of services export, financial development and growth: evidence from India. Qual. Quant. 57, 1–16 (2022) Azmi, S.N., Akhtar, S.: Interactions of services export, financial development and growth: evidence from India. Qual. Quant. 57, 1–16 (2022)
go back to reference Bhat, J.A., Sharma, N.K.: The twin-deficit hypothesis: revisiting Indian economy in a nonlinear framework. J Financ Econ Policy 10(3), 386–405 (2018)CrossRef Bhat, J.A., Sharma, N.K.: The twin-deficit hypothesis: revisiting Indian economy in a nonlinear framework. J Financ Econ Policy 10(3), 386–405 (2018)CrossRef
go back to reference Cihak, M., Demirguc-kunt, A., Feyen, E., Levine, R.: Financial development in 205 economies 1960 to 2010. J. Financ. Perspect. 1(2), 17–36 (2013) Cihak, M., Demirguc-kunt, A., Feyen, E., Levine, R.: Financial development in 205 economies 1960 to 2010. J. Financ. Perspect. 1(2), 17–36 (2013)
go back to reference Datt, G., Ravallion, M.: Growth and distribution components of changes in poverty measures. J. Dev. Econ. 38(3), 275–295 (1992)CrossRef Datt, G., Ravallion, M.: Growth and distribution components of changes in poverty measures. J. Dev. Econ. 38(3), 275–295 (1992)CrossRef
go back to reference Dollar, D., Kraay, A.: Growth is good for the poor. J. Econ. Growth 7, 195–225 (2002)CrossRef Dollar, D., Kraay, A.: Growth is good for the poor. J. Econ. Growth 7, 195–225 (2002)CrossRef
go back to reference Ezzat, A.: Trade openness: an effective tool for poverty alleviation or an instrument for increasing poverty severity? (2018) Ezzat, A.: Trade openness: an effective tool for poverty alleviation or an instrument for increasing poverty severity? (2018)
go back to reference Geda, A., Shimeles, A., Zerfu., D.: Finance and poverty in Ethiopia: a household level analysis. UNU-WIDER, research paper no. 2006/51 (2006) Geda, A., Shimeles, A., Zerfu., D.: Finance and poverty in Ethiopia: a household level analysis. UNU-WIDER, research paper no. 2006/51 (2006)
go back to reference Gowda, M.R., Sharalaya, N.: Crony capitalism and India’s political system. In: Khatri, N., Ojha, A. (eds.) Crony Capitalism in India: Establishing Robust Counteractive Institutional Frameworks, pp. 131–158. Palgrave Macmillan (2016)CrossRef Gowda, M.R., Sharalaya, N.: Crony capitalism and India’s political system. In: Khatri, N., Ojha, A. (eds.) Crony Capitalism in India: Establishing Robust Counteractive Institutional Frameworks, pp. 131–158. Palgrave Macmillan (2016)CrossRef
go back to reference Hatemi-J, A.: A new method to choose optimal lag order in stable and unstable VAR models. Appl. Econ. Lett. 10(3), 135–137 (2003)CrossRef Hatemi-J, A.: A new method to choose optimal lag order in stable and unstable VAR models. Appl. Econ. Lett. 10(3), 135–137 (2003)CrossRef
go back to reference He, Z.: Dynamic impacts of crude oil price on Chinese investor sentiment: nonlinear causality and time-varying effect. Int. Rev. Econ. Finance 66, 131–153 (2020)CrossRef He, Z.: Dynamic impacts of crude oil price on Chinese investor sentiment: nonlinear causality and time-varying effect. Int. Rev. Econ. Finance 66, 131–153 (2020)CrossRef
go back to reference Hichem, A.: Poverty reduction, financial development and economic growth in Algeria: a gregory hansen cointegration regime shift analysis. Econ. Res. Guard. 8(2), 40–52 (2018) Hichem, A.: Poverty reduction, financial development and economic growth in Algeria: a gregory hansen cointegration regime shift analysis. Econ. Res. Guard. 8(2), 40–52 (2018)
go back to reference Ho, S.Y., Odhiambo, N.M.: Finance and poverty reduction in China: an empirical investigation. Int. Bus. Econ. Res. J. (IBER) 10(8), 103–114 (2011)CrossRef Ho, S.Y., Odhiambo, N.M.: Finance and poverty reduction in China: an empirical investigation. Int. Bus. Econ. Res. J. (IBER) 10(8), 103–114 (2011)CrossRef
go back to reference Ikizlerli, D., Holmes, P., Anderson, K.: The response of different investor types to macroeconomic news. J. Multinatl. Financ. Manag. 50, 13–28 (2019)CrossRef Ikizlerli, D., Holmes, P., Anderson, K.: The response of different investor types to macroeconomic news. J. Multinatl. Financ. Manag. 50, 13–28 (2019)CrossRef
go back to reference Inoue, T.: Financial inclusion and poverty reduction in India. J. Financ. Econ. Policy 11(1), 21–33 (2019)CrossRef Inoue, T.: Financial inclusion and poverty reduction in India. J. Financ. Econ. Policy 11(1), 21–33 (2019)CrossRef
go back to reference Inoue, T., Hamori, S.: Financial access and economic growth: evidence from sub-Sahaean Africa. Emerg. Mark. Finance Trade 52(3), 743–753 (2016)CrossRef Inoue, T., Hamori, S.: Financial access and economic growth: evidence from sub-Sahaean Africa. Emerg. Mark. Finance Trade 52(3), 743–753 (2016)CrossRef
go back to reference Jalilian, H., Kirkpatrick, C.: Financial development and poverty reduction in developing countries. Int. J. Finance Econ. 7(2), 97–108 (2002)CrossRef Jalilian, H., Kirkpatrick, C.: Financial development and poverty reduction in developing countries. Int. J. Finance Econ. 7(2), 97–108 (2002)CrossRef
go back to reference Kahneman, D., Tversky, A.: Prospect theory: an analysis of decision under risk. Econometrica 47(2), 263–292 (1979)CrossRef Kahneman, D., Tversky, A.: Prospect theory: an analysis of decision under risk. Econometrica 47(2), 263–292 (1979)CrossRef
go back to reference Kapetanios, G., Shin, Y.: GLS detrending-based unit root tests in nonlinear STAR and SETAR models. Econ. Lett. 100(3), 377–380 (2008)CrossRef Kapetanios, G., Shin, Y.: GLS detrending-based unit root tests in nonlinear STAR and SETAR models. Econ. Lett. 100(3), 377–380 (2008)CrossRef
go back to reference Kar, M., Agir, H., Peker, O.: Financial Development and Poverty Reduction in Turkey. Department of Economics, Çukurova University, Adana (2011) Kar, M., Agir, H., Peker, O.: Financial Development and Poverty Reduction in Turkey. Department of Economics, Çukurova University, Adana (2011)
go back to reference Keynes, J.M.: General Theory of Employment, Interest and Money. Atlantic Publishers, New Delhi (2006) Keynes, J.M.: General Theory of Employment, Interest and Money. Atlantic Publishers, New Delhi (2006)
go back to reference Khan, M.B., Huobao, X., Saleem, H.: Direct impact of inflow of foreign direct investment on poverty reduction in Pakistan: a bonds testing approach. Econ. Res. 32(1), 3647–3666 (2019) Khan, M.B., Huobao, X., Saleem, H.: Direct impact of inflow of foreign direct investment on poverty reduction in Pakistan: a bonds testing approach. Econ. Res. 32(1), 3647–3666 (2019)
go back to reference Leland, H., Pyle, D.: Informational asymmetries, financial structure, and financial intermediation. J. Finance 32(2), 371–387 (1977)CrossRef Leland, H., Pyle, D.: Informational asymmetries, financial structure, and financial intermediation. J. Finance 32(2), 371–387 (1977)CrossRef
go back to reference Lütkepohl, H., Xu, F.: The role of the log transformation in forecasting economic variables. Empir. Econ. 42(3), 619–638 (2012)CrossRef Lütkepohl, H., Xu, F.: The role of the log transformation in forecasting economic variables. Empir. Econ. 42(3), 619–638 (2012)CrossRef
go back to reference Masih, A.M., Masih, R.: Does money cause prices, or the other way round? Multi-country econometric evidence including error-correction modeling from South-East Asia. J. Econ. Stud. 25(3), 138–160 (1998)CrossRef Masih, A.M., Masih, R.: Does money cause prices, or the other way round? Multi-country econometric evidence including error-correction modeling from South-East Asia. J. Econ. Stud. 25(3), 138–160 (1998)CrossRef
go back to reference Mazumdar, D., Sarkar, S., Mehta, B.S.: “Inequality in India-I”, the developing economies. Econ. Polit. Wkly. 47(4), 47–56 (2017) Mazumdar, D., Sarkar, S., Mehta, B.S.: “Inequality in India-I”, the developing economies. Econ. Polit. Wkly. 47(4), 47–56 (2017)
go back to reference Nandelenga, M.W., Oduor, J.: Asymmetric analysis of finance-inequality nexus: evidence from sub-Saharan Africa. J. Econ. Asymmetricies 22, e00184 (2020)CrossRef Nandelenga, M.W., Oduor, J.: Asymmetric analysis of finance-inequality nexus: evidence from sub-Saharan Africa. J. Econ. Asymmetricies 22, e00184 (2020)CrossRef
go back to reference Ndlovu, G., Toerien, F.: The distributional impact of access to finance on poverty: evidence from selected countries in sub-Saharan Africa. Res. Int. Bus. Finance 52, 101190 (2020)CrossRef Ndlovu, G., Toerien, F.: The distributional impact of access to finance on poverty: evidence from selected countries in sub-Saharan Africa. Res. Int. Bus. Finance 52, 101190 (2020)CrossRef
go back to reference Odhiambo, N.M.: Financial deepening and poverty reduction in Zambia: an empirical investigation. Int. J. Soc. Econ. 37(1), 41–53 (2009b)CrossRef Odhiambo, N.M.: Financial deepening and poverty reduction in Zambia: an empirical investigation. Int. J. Soc. Econ. 37(1), 41–53 (2009b)CrossRef
go back to reference Odhiambo, N.M.: Is financial development a spur to poverty reduction? Kenya’s experience. J. Econ. Stud. 37(3), 343–353 (2010)CrossRef Odhiambo, N.M.: Is financial development a spur to poverty reduction? Kenya’s experience. J. Econ. Stud. 37(3), 343–353 (2010)CrossRef
go back to reference Olaniyi, C.O., Odiambo, N.M.: Modelling asymmetric structure in the finance-poverty nexus:empiricial insights from an emerging market economy. Qual. Quant. 57, 453–487 (2022)CrossRef Olaniyi, C.O., Odiambo, N.M.: Modelling asymmetric structure in the finance-poverty nexus:empiricial insights from an emerging market economy. Qual. Quant. 57, 453–487 (2022)CrossRef
go back to reference Olohunlana, A., Dauda, R.: Implications of financial development on poverty and inequality: evidence from Nigeria. Rom. Econ. J. 22(71), 42–59 (2019) Olohunlana, A., Dauda, R.: Implications of financial development on poverty and inequality: evidence from Nigeria. Rom. Econ. J. 22(71), 42–59 (2019)
go back to reference OPHI, UNDP: Global Multidimensional Poverty Index 2021, unmasking disparitiesby ethnicity, caste and gender. United Nations Development Programe (2021) OPHI, UNDP: Global Multidimensional Poverty Index 2021, unmasking disparitiesby ethnicity, caste and gender. United Nations Development Programe (2021)
go back to reference Otero, J., Smith, J.: Response surface models for OLS and GLS detrending-based unit-root tests in nonlinear ESTAR models. Stand. Genom. Sci. 17(3), 704–722 (2017) Otero, J., Smith, J.: Response surface models for OLS and GLS detrending-based unit-root tests in nonlinear ESTAR models. Stand. Genom. Sci. 17(3), 704–722 (2017)
go back to reference Pesaran, H.H., Shin, Y.: Generalized impulse response analysis in linear multivariate models. Econ. Lett. 58(1), 17–29 (1998)CrossRef Pesaran, H.H., Shin, Y.: Generalized impulse response analysis in linear multivariate models. Econ. Lett. 58(1), 17–29 (1998)CrossRef
go back to reference Pesaran, M.H., Shin, Y., Smith, R.P.: Pooled mean group estimation of dynamic heterogeneous panels. J. Am. Stat. Assoc. 94(446), 621–634 (1999)CrossRef Pesaran, M.H., Shin, Y., Smith, R.P.: Pooled mean group estimation of dynamic heterogeneous panels. J. Am. Stat. Assoc. 94(446), 621–634 (1999)CrossRef
go back to reference Qamruzzaman, M., Jianguo, W.: Nexus between financial innovation and economic growth in South Asia: evidence from ARDL and nonlinear ARDL approaches. Financ. Innov. 4(1), 20 (2018)CrossRef Qamruzzaman, M., Jianguo, W.: Nexus between financial innovation and economic growth in South Asia: evidence from ARDL and nonlinear ARDL approaches. Financ. Innov. 4(1), 20 (2018)CrossRef
go back to reference Quartey, P.: Financial sector development, savings mobilisation and poverty reduction in Ghana. UNU-WIDER 2005, research paper no. 2005/71, United Nations University, Helsinki, Finland (2005) Quartey, P.: Financial sector development, savings mobilisation and poverty reduction in Ghana. UNU-WIDER 2005, research paper no. 2005/71, United Nations University, Helsinki, Finland (2005)
go back to reference Rajan, R., Zingales, L.: Saving Capitalism from the Capitalists. Princeton University Press, New York (2004) Rajan, R., Zingales, L.: Saving Capitalism from the Capitalists. Princeton University Press, New York (2004)
go back to reference Rashid, A., Intartaglia, M.: Financial development–does it lessen poverty? J. Econ. Stud. 44(1), 69–86 (2017)CrossRef Rashid, A., Intartaglia, M.: Financial development–does it lessen poverty? J. Econ. Stud. 44(1), 69–86 (2017)CrossRef
go back to reference Ravallion, M., Datt, G.: Why has economic growth been more pro-poor in some states of India than others? J. Dev. Econ. 68, 381–400 (2002)CrossRef Ravallion, M., Datt, G.: Why has economic growth been more pro-poor in some states of India than others? J. Dev. Econ. 68, 381–400 (2002)CrossRef
go back to reference Sahay, R., Cihak, M., N'Diaye, P., Barajas, A., Yousefi, S.: Rethinking financial deepening: stability and growth in emerging markets. IMF staff discussion note paper no. SDN/15/08 (2015) Sahay, R., Cihak, M., N'Diaye, P., Barajas, A., Yousefi, S.: Rethinking financial deepening: stability and growth in emerging markets. IMF staff discussion note paper no. SDN/15/08 (2015)
go back to reference Sehrawat, M., Giri, A.: Financial development and poverty reduction in India: an empirical investigation. Int. J. Social Econ. 43(2), 106–122 (2016)CrossRef Sehrawat, M., Giri, A.: Financial development and poverty reduction in India: an empirical investigation. Int. J. Social Econ. 43(2), 106–122 (2016)CrossRef
go back to reference Shahbaz, M.: Financial performance and earnings of poor people: a case study of Pakistan. J. Yasar Univ. 4(16), 2557–2572 (2009) Shahbaz, M.: Financial performance and earnings of poor people: a case study of Pakistan. J. Yasar Univ. 4(16), 2557–2572 (2009)
go back to reference Shiller, R.J.: Macro Markets: Creating Institutions for Managing Society’s Largest Economic Risks. Clarindo, Oxford (1993) Shiller, R.J.: Macro Markets: Creating Institutions for Managing Society’s Largest Economic Risks. Clarindo, Oxford (1993)
go back to reference Singh, R.J., Huang, Y.: Financial deepening, property rights, and poverty: evidence from sub-Saharan Africa. J. Bank. Financ. Econ. 1(3), 130–151 (2015)CrossRef Singh, R.J., Huang, Y.: Financial deepening, property rights, and poverty: evidence from sub-Saharan Africa. J. Bank. Financ. Econ. 1(3), 130–151 (2015)CrossRef
go back to reference Stiglitz, J.: The role of the state in financial markets. World Bank Econ. Rev. 7, 19–52 (1998)CrossRef Stiglitz, J.: The role of the state in financial markets. World Bank Econ. Rev. 7, 19–52 (1998)CrossRef
go back to reference Stiglitz, J., Weiss, A.: Credit rationing in markets with imperfect information. Am. Econ. Rev. 71(3), 393–410 (1981) Stiglitz, J., Weiss, A.: Credit rationing in markets with imperfect information. Am. Econ. Rev. 71(3), 393–410 (1981)
go back to reference Svirydzenka, K.: Introducing a New Broad-Based Index of Financial Development. International Monetary Fund (2016)CrossRef Svirydzenka, K.: Introducing a New Broad-Based Index of Financial Development. International Monetary Fund (2016)CrossRef
go back to reference World Bank: World Development Report 2000/2001. Oxford University Press, New York (2001) World Bank: World Development Report 2000/2001. Oxford University Press, New York (2001)
go back to reference Zahonogo, P.: Financial development and poverty in developing countries: evidence from sub-Saharan Africa. Int. J. Econ. Financ. 9(1), 211–220 (2017)CrossRef Zahonogo, P.: Financial development and poverty in developing countries: evidence from sub-Saharan Africa. Int. J. Econ. Financ. 9(1), 211–220 (2017)CrossRef
go back to reference Zameer, H., Shahbaz, M., Vinh, X.V.: Reinforcing poverty alleviation efficiency through technological innovation, globalization, and financial development. Technol. Forecast. Soc. Change 168, 120326 (2020)CrossRef Zameer, H., Shahbaz, M., Vinh, X.V.: Reinforcing poverty alleviation efficiency through technological innovation, globalization, and financial development. Technol. Forecast. Soc. Change 168, 120326 (2020)CrossRef
go back to reference Zulher, Z., Ratnasih, C.: Financial development and poverty reduction in developing countries. Accounting 7(3), 667–674 (2021)CrossRef Zulher, Z., Ratnasih, C.: Financial development and poverty reduction in developing countries. Accounting 7(3), 667–674 (2021)CrossRef
Metadata
Title
Does poverty respond asymmetrically to financial development? Evidence from India using asymmetric cointegration and causality tests
Authors
Ishfaq Nazir Khanday
Inayat Ullah Wani
Md. Tarique
Muzffar Hussain Dar
Publication date
15-11-2023
Publisher
Springer Netherlands
Published in
Quality & Quantity / Issue 3/2024
Print ISSN: 0033-5177
Electronic ISSN: 1573-7845
DOI
https://doi.org/10.1007/s11135-023-01772-y

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