Predicting Financial Inclusion in Peru: Application of Machine Learning Algorithms
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Ichraf Ouechtati, 2020. "The Contribution of Financial Inclusion in Reducing Poverty and Income Inequality in Developing Countries," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 10(9), pages 1051-1061.
- Peterson K. Ozili, 2021.
"Financial inclusion research around the world: A review,"
Forum for Social Economics, Taylor & Francis Journals, vol. 50(4), pages 457-479, October.
- Ozili, Peterson K, 2020. "Financial inclusion research around the world: a review," MPRA Paper 101809, University Library of Munich, Germany.
- Croux, Christophe & Jagtiani, Julapa & Korivi, Tarunsai & Vulanovic, Milos, 2020.
"Important factors determining Fintech loan default: Evidence from a lendingclub consumer platform,"
Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 270-296.
- Christophe Croux & Julapa Jagtiani & Tarunsai Korivi & Milos Vulanovic, 2020. "Important Factors Determining Fintech Loan Default: Evidence from the LendingClub Consumer Platform," Working Papers 20-15, Federal Reserve Bank of Philadelphia.
- Patricia Vilcanqui Velazquez & Vito Bobek & Romana Korez Vide & Tatjana Horvat, 2022. "Lessons from Remarkable FinTech Companies for the Financial Inclusion in Peru," JRFM, MDPI, vol. 15(2), pages 1-46, January.
- Patrick Opoku Asuming & Lotus Gyamfuah Osei-Agyei & Jabir Ibrahim Mohammed, 2019. "Financial Inclusion in Sub-Saharan Africa: Recent Trends and Determinants," Journal of African Business, Taylor & Francis Journals, vol. 20(1), pages 112-134, January.
- Guillermo Boitano & Deybi Franco Abanto, 2020. "Challenges of financial inclusion policies in Peru," Revista Finanzas y Politica Economica, Universidad Católica de Colombia, vol. 12(1), pages 89-117, June.
- Guo, Xu & Lin, Hai & Wu, Chunchi & Zhou, Guofu, 2022. "Predictive information in corporate bond yields," Journal of Financial Markets, Elsevier, vol. 59(PB).
- Ichraf Ouechtati, 2020. "The Contribution of Financial Inclusion in Reducing Poverty and Income Inequality in Developing Countries," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 10(9), pages 1051-1061, September.
- Chandralekha Ghosh & Rimita Hom Chaudhury, 2019. "Gender Gap in case of Financial Inclusion: An Empirical Analysis in Indian Context," Economics Bulletin, AccessEcon, vol. 39(4), pages 2615-2630.
- Vanesa Pesqué‐Cela & Lihui Tian & Deming Luo & Damian Tobin & Gerhard Kling, 2021. "Defining and measuring financial inclusion: A systematic review and confirmatory factor analysis," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(2), pages 316-341, March.
- Nazemi, Abdolreza & Baumann, Friedrich & Fabozzi, Frank J., 2022. "Intertemporal defaulted bond recoveries prediction via machine learning," European Journal of Operational Research, Elsevier, vol. 297(3), pages 1162-1177.
- Isaac Koomson & Renato A. Villano & David Hadley, 2020. "Effect of Financial Inclusion on Poverty and Vulnerability to Poverty: Evidence Using a Multidimensional Measure of Financial Inclusion," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(2), pages 613-639, June.
- Santiago FernAndez de Lis & Maria Claudia Llanes & Carlos Lopez-Moctezuma & Juan Carlos Rojas & David Tuesta, 2014. "Financial inclusion and the role of mobile banking in Colombia: developments and potential," Working Papers 1404, BBVA Bank, Economic Research Department.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Zedda, Stefano, 2024. "Credit scoring: Does XGboost outperform logistic regression?A test on Italian SMEs," Research in International Business and Finance, Elsevier, vol. 70(PB).
- Enkeleda Lulaj & Mirela Tase & Conceição Gomes & Lucília Cardoso, 2024. "Navigating Financial Frontiers in the Tourism Economies of Kosovo and Albania during and beyond COVID-19," JRFM, MDPI, vol. 17(4), pages 1-19, March.
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.- Peterson K. Ozili & David Mhlanga, 2024.
"Why is financial inclusion so popular? An analysis of development buzzwords,"
Journal of International Development, John Wiley & Sons, Ltd., vol. 36(1), pages 231-253, January.
- Ozili, Peterson K, 2023. "Why is financial inclusion so popular? An analysis of development buzzwords," MPRA Paper 118792, University Library of Munich, Germany.
- David Damiyano & Stephen Mago, 2023. "An Analysis of the Impact of Financial Inclusion on Poverty and Development: Case of SACU Countries," International Journal of Economics and Financial Issues, Econjournals, vol. 13(6), pages 141-147, November.
- Mohammed Seid Hussen & Mustafe Abdi Mohamed, 2023. "Impact of financial inclusion on household welfare in Ethiopia," Future Business Journal, Springer, vol. 9(1), pages 1-12, December.
- Antonella Francesca Cicchiello & Amirreza Kazemikhasragh & Stefano Monferrá & Alicia Girón, 2021. "Financial inclusion and development in the least developed countries in Asia and Africa," Journal of Innovation and Entrepreneurship, Springer, vol. 10(1), pages 1-13, December.
- Olayinka David-West & Oluwasola Oni & Folajimi Ashiru, 2022. "Diffusion of Innovations: Mobile Money Utility and Financial Inclusion in Nigeria. Insights from Agents and Unbanked Poor End Users," Information Systems Frontiers, Springer, vol. 24(6), pages 1753-1773, December.
- David Mhlanga, 2022. "An analysis of the influence of socioeconomic and demographic factors on financial inclusion in underdeveloped regions," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 11(6), pages 341-349, September.
- Ahmad, Ahmad Hassan & Green, Christopher J. & Jiang, Fei & Murinde, Victor, 2023. "Mobile money, ICT, financial inclusion and growth: How different is Africa?," Economic Modelling, Elsevier, vol. 121(C).
- Zhian Zhiow Augustinne Wong & Ramez Abubakr Badeeb & Abey P. Philip, 2023. "Financial Inclusion, Poverty, and Income Inequality in ASEAN Countries: Does Financial Innovation Matter?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 471-503, September.
- João Jungo, 2024. "Institutions and economic growth: the role of financial inclusion, public spending on education and the military," Review of Economics and Political Science, Emerald Group Publishing Limited, vol. 9(3), pages 298-315, April.
- Samuel Felix Okereke & Richard Kyarem & Martins Iyoboyi, 2023. "Access to Finance and Human Development in Sub-Saharan Africa," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(7), pages 1222-1233, July.
- Ernawati Ernawati & Tajuddin Tajuddin & Syamsir Nur, 2021. "Does Government Expenditure Affect Regional Inclusive Growth? An Experience of Implementing Village Fund Policy in Indonesia," Economies, MDPI, vol. 9(4), pages 1-12, November.
- João Jungo & Mara Madaleno & Anabela Botelho, 2022. "Financial Regulation, Financial Inclusion and Competitiveness in the Banking Sector in SADC and SAARC Countries: The Moderating Role of Financial Stability," IJFS, MDPI, vol. 10(1), pages 1-24, March.
- Peterson K. Ozili, 2024. "Natural rate of financial inclusion: a global database," Economic Change and Restructuring, Springer, vol. 57(6), pages 1-63, December.
- Ibrahim Niankara, 2022. "Government and private sectors' electronic transfer practices and financial inclusion in the economic community of the West African States," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(4), pages 4018-4047, October.
- Damane, Moeti & Ho, Sin-Yu, 2024. "The impact of financial inclusion on financial stability: review of theories and international evidence," MPRA Paper 120369, University Library of Munich, Germany.
- Hou, Yan & Li, Xiaobo & Wang, Hui & Yunusova, Rimma, 2024. "Focusing on energy efficiency: The convergence of green financing, FinTech, financial inclusion, and natural resource rents for a greener Asia," Resources Policy, Elsevier, vol. 93(C).
- Ichraf Ouechtati, 2023. "Financial Inclusion, Institutional Quality, and Inequality: an Empirical Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 620-644, June.
- Wen Wu & Leow Hon-Wei & Siyao Yang & Iskandar Muda & Zhaoyi Xu, 2023. "Nexus between financial inclusion, workers’ remittances, and unemployment rate in Asian economies," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
- Md Jamil, Abd Rahim & Law, Siong Hook & Khair-Afham, M.S. & Trinugroho, Irwan, 2024. "Financial inclusion and income inequality in developing countries: The role of aging populations," Research in International Business and Finance, Elsevier, vol. 67(PA).
- Aarakit, Sylvia Manjeri & Ntayi, Joseph M. & Wasswa, Francis & Buyinza, Faisal & Adaramola, Muyiwa S. & Ssennono, Vincent F., 2022. "The role of financial inclusion in adoption of solar photovoltaic systems: A case of Uganda," Renewable Energy, Elsevier, vol. 198(C), pages 984-998.
More about this item
Keywords
financial inclusion; generalized linear models; machine learning; Shapley values; Peru;All these keywords.
Statistics
Access and download statisticsCorrections
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:gam:jjrfmx:v:17:y:2024:i:1:p:34-:d:1319461. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.