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Green recovery through financial inclusion of mobile payment: A study of low- and middle-income Asian countries

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  • Lee, Chien-Chiang
  • Chen, Pei-Fen
  • Chu, Pin-Jie

Abstract

The financial industry has been affected by the rise of informational technology and is actively developing digital finance. The use of technology has become an alternative resolution to improve global financial inclusion. This research discusses whether the development of mobile payment systems promotes financial inclusion and improves green environment in 29 low- and middle-income countries in Asia from 2014 to 2018. We utilize the outstanding bank deposit ratio and bank loan ratio as measures of financial inclusion and three measures for mobile payment. This study considers green recovery under an education indicator that shows awareness about the implementation of green recovery technologies. We find that some amount from loans is also useful when spent on green recovery in the move towards a clean environment. The empirical investigation notes a significant impact from mobile payment to financial inclusion development with the effect from mobile payment to financial inclusion more critical for lower- than higher-income countries in the sample. The empirical findings offer concrete evidence to encourage mobile payment ecosystems through the cooperation of government, financial institutions, and technology companies. A few policy implications are presented at the end of the study.

Suggested Citation

  • Lee, Chien-Chiang & Chen, Pei-Fen & Chu, Pin-Jie, 2023. "Green recovery through financial inclusion of mobile payment: A study of low- and middle-income Asian countries," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 729-747.
  • Handle: RePEc:eee:ecanpo:v:77:y:2023:i:c:p:729-747
    DOI: 10.1016/j.eap.2022.12.012
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    1. Alfred Hannig & Stefan Jansen, 2010. "Financial Inclusion and Financial Stability : Current Policy Issues," Finance Working Papers 23124, East Asian Bureau of Economic Research.
    2. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    3. Ang, James B., 2011. "Financial development, liberalization and technological deepening," European Economic Review, Elsevier, vol. 55(5), pages 688-701, June.
    4. Usman Ahmed & Thorsten Beck & Christine McDaniel & Simon Schropp, 2015. "Filling the Gap: How Technology Enables Access to Finance for Small- and Medium-Sized Enterprises," Innovations: Technology, Governance, Globalization, MIT Press, vol. 10(3-4), pages 35-48, Summer-Fa.
    5. Nitin Kumar, 2013. "Financial inclusion and its determinants: evidence from India," Journal of Financial Economic Policy, Emerald Group Publishing, vol. 5(1), pages 4-19, February.
    6. Pottier, Antonin, 2022. "Expenditure elasticity and income elasticity of GHG emissions: A survey of literature on household carbon footprint," Ecological Economics, Elsevier, vol. 192(C).
    7. Lee, Hsiang-Tai & Lee, Chien-Chiang, 2022. "A regime-switching real-time copula GARCH model for optimal futures hedging," International Review of Financial Analysis, Elsevier, vol. 84(C).
    8. Min Liu & Wei‐Chong Choo & Chi‐Chuan Lee & Chien‐Chiang Lee, 2023. "Trading volume and realized volatility forecasting: Evidence from the China stock market," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(1), pages 76-100, January.
    9. Cyn-Young Park & Rogelio Mercado, 2018. "Financial Inclusion, Poverty, And Income Inequality," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 185-206, March.
    10. Lee, Chien-Chiang & Wang, Chang-song, 2022. "Does natural resources matter for sustainable energy development in China: The role of technological progress," Resources Policy, Elsevier, vol. 79(C).
    11. Jenny C. Aker & Isaac M. Mbiti, 2010. "Mobile Phones and Economic Development in Africa," Journal of Economic Perspectives, American Economic Association, vol. 24(3), pages 207-232, Summer.
    12. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 279-340.
    13. Pascaline Dupas & Jonathan Robinson, 2013. "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 163-192, January.
    14. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    15. Franklin Allen & Elena Carletti & Robert Cull & Jun ‘QJ’ Qian & Lemma Senbet & Patricio Valenzuela, 2014. "The African Financial Development and Financial Inclusion Gaps," Journal of African Economies, Centre for the Study of African Economies, vol. 23(5), pages 614-642.
    16. Longcan Zou & Jim Huangnan Shen & Jun Zhang & Chien‐Chiang Lee, 2022. "What is the rationale behind China's infrastructure investment under the Belt and Road Initiative," Journal of Economic Surveys, Wiley Blackwell, vol. 36(3), pages 605-633, July.
    17. Najam, Hina & Abbas, Jawad & Álvarez-Otero, Susana & Dogan, Eyup & Sial, Muhammad Safdar, 2022. "Towards green recovery: Can banks achieve financial sustainability through income diversification in ASEAN countries?," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 522-533.
    18. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 279-340.
    19. Lee, Chien-Chiang & Wang, Fuhao & Lou, Runchi, 2022. "Digital financial inclusion and carbon neutrality: Evidence from non-linear analysis," Resources Policy, Elsevier, vol. 79(C).
    20. Hannig, Alfred & Jansen, Stefan, 2010. "Financial Inclusion and Financial Stability: Current Policy Issues," ADBI Working Papers 259, Asian Development Bank Institute.
    21. Zhao, Linhai & Chau, Ka Yin & Tran, Trung Kien & Sadiq, Muhammad & Xuyen, Nguyen Thi My & Phan, Thi Thu Hien, 2022. "Enhancing green economic recovery through green bonds financing and energy efficiency investments," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 488-501.
    22. Tan, Xiujie & Dong, Hanmin & Liu, Yishuang & Su, Xin & Li, Zixian, 2022. "Green bonds and corporate performance: A potential way to achieve green recovery," Renewable Energy, Elsevier, vol. 200(C), pages 59-68.
    23. Paulo L. Santos & Ingrid Harvold Kvangraven, 2017. "Better than Cash, but Beware the Costs: Electronic Payments Systems and Financial Inclusion in Developing Economies," Development and Change, International Institute of Social Studies, vol. 48(2), pages 205-227, March.
    24. Mr. Kangni R Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion, and Growth: Evidence from African Countries," IMF Working Papers 2011/073, International Monetary Fund.
    25. Syed Tauseef Hassan & Enjun Xia & Chien-Chiang Lee, 2021. "Mitigation pathways impact of climate change and improving sustainable development: The roles of natural resources, income, and CO2 emission," Energy & Environment, , vol. 32(2), pages 338-363, March.
    26. Katrien Kestens & Philippe Van Cauwenberge & Heidi Vander Bauwhede, 2012. "Trade credit and company performance during the 2008 financial crisis," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 52(4), pages 1125-1151, December.
    27. Asli Demirgüç-Kunt & Ross Levine, 2009. "Finance and Inequality: Theory and Evidence," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 287-318, November.
    28. Nitin Kumar, 2013. "Financial inclusion and its determinants: evidence from India," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(1), pages 4-19, April.
    29. Ge, Yongbo & Zhu, Yuexiao, 2022. "Boosting green recovery: Green credit policy in heavily polluted industries and stock price crash risk," Resources Policy, Elsevier, vol. 79(C).
    30. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    31. Huang, Hongyun & Mbanyele, William & Fan, Shuangshuang & Zhao, Xin, 2022. "Digital financial inclusion and energy-environment performance: What can learn from China," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 342-366.
    32. Chen, Ting-Hsuan & Lee, Chien-Chiang & Shen, Chung-Hua, 2022. "Liquidity indicators, early warning signals in banks, and financial crises," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    33. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    34. Lee, Chien-Chiang & Ho, Shan-Ju, 2022. "Impacts of export diversification on energy intensity, renewable energy, and waste energy in 121 countries: Do environmental regulations matter?," Renewable Energy, Elsevier, vol. 199(C), pages 1510-1522.
    35. Zhu, Chen & Lee, Chien-Chiang, 2022. "The effects of low-carbon pilot policy on technological innovation: Evidence from prefecture-level data in China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    36. Nitin Kumar, 2013. "Financial inclusion and its determinants: evidence from India," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(1), pages 4-19, April.
    37. Beck, Thorsten & Pamuk, Haki & Ramrattan, Ravindra & Uras, Burak R., 2018. "Payment instruments, finance and development," Journal of Development Economics, Elsevier, vol. 133(C), pages 162-186.
    38. Dabla-Norris, Era & Ji, Yan & Townsend, Robert M. & Filiz Unsal, D., 2021. "Distinguishing constraints on financial inclusion and their impact on GDP, TFP, and the distribution of income," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 1-18.
    39. Tie‐Ying Liu & Chien‐Chiang Lee, 2022. "Exchange rate fluctuations and interest rate policy," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3531-3549, July.
    40. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    41. Lee, Chien-Chiang & Hussain, Jafar & Chen, Yongxiu, 2022. "The optimal behavior of renewable energy resources and government's energy consumption subsidy design from the perspective of green technology implementation," Renewable Energy, Elsevier, vol. 195(C), pages 670-680.
    42. Ozili, Peterson K, 2020. "Theories of financial inclusion," MPRA Paper 101810, University Library of Munich, Germany.
    43. Gholipour, Hassan F. & Arjomandi, Amir & Yam, Sharon, 2022. "Green property finance and CO2 emissions in the building industry," Global Finance Journal, Elsevier, vol. 51(C).
    44. Chen, Zhonglu & Mirza, Nawazish & Huang, Lei & Umar, Muhammad, 2022. "Green Banking—Can Financial Institutions support green recovery?," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 389-395.
    45. Kangni Kpodar & Mihasonirina Andrianaivo, 2011. "ICT, Financial Inclusion and Growth: Evidence from African Countries," Post-Print halshs-00602411, HAL.
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    7. Dinçer, Hasan & Yüksel, Serhat & Hacioglu, Umit & Yilmaz, Mustafa K. & Delen, Dursun, 2023. "Development of a sustainable corporate social responsibility index for performance evaluation of the energy industry: A hybrid decision-making methodology," Resources Policy, Elsevier, vol. 85(PA).
    8. Zhao, Congyu & Jia, Rongwen & Dong, Kangyin, 2023. "Does financial inclusion achieve the dual dividends of narrowing carbon inequality within cities and between cities? Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    9. Cheng, Hua & Taghizadeh-Hesary, Farhad, 2023. "How green finance can bridge the energy poverty gap: Policies to mitigate socioeconomic and environmental consequences," Energy Policy, Elsevier, vol. 182(C).
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    More about this item

    Keywords

    Mobile payment; Financial inclusion; Panel data; Low- and middle-income countries; Green recovery; Green investment;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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