Covid-19 and financial inclusión. A microeconometric análisis for the Peruvian case
DOI:
https://doi.org/10.26439/ddee2025.n007.7308Keywords:
financial inclusion, technology, informal, COVID-19Abstract
The objective of the research is to identify the determinants of financial inclusion in Peru for the pre-pandemic and pandemic periods, that is, from the beginning of 2019 to the end of 2020. A logistic model was used where the endogenous variable is a financial inclusion dummy as defined by Trivelli y Mendoza (2021). The main findings are that the greater use of technology significantly increases the probability of financial inclusion and that informality reduces the probability of it. In turn, being a woman, the incidence of COVID-19, not belonging to a majority ethnic group and having a secondary education also increases the probability of financial inclusion, but to a lesser extent. Therefore, it is concluded that financial inclusion will improve in cooperation with civil society, the government and firms is highlighted.
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References
Aduda, J., & Kalunda, E. (2012). Financial inclusion and financial sector stability with reference to Kenya: A review of literature. Journal of Applied Finance and Banking, 2(6), 95-120. https://ideas.repec.org/a/spt/apfiba/v2y2012i6f2_6_8.html
Aji, H. M., Berakon, I., & Md Husin, M. (2020). COVID-19 and e-wallet usage intention: A multigroup analysis between Indonesia and Malaysia. Cogent Business & Management, 7(1), 1-16. https://doi.org/10.1080/23311975.2020.1804181
Alianza para la Inclusión Financiera. (2010). La medición de la inclusión financiera para entes reguladores: diseño e implementación de encuestas. Bankable Frontier Associates. https://www.afi-global.org/sites/default/files/pdfimages/afi%20policy%20paper-SP%20(2).pdf
Alwi, S., Mohd Salleh, M. N., Munirah Alpandi, R., Ya’acob, F. F., & Abdullah, S. M. M. (2021). Fintech as financial inclusion: factors affecting behavioral intention to accept mobile e-wallet during COVID-19 outbreak. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12(7), 2130-2141. https://turcomat.org/index.php/turkbilmat/article/view/3356
Aparicio, C., & Jaramillo, M. (2012). Determinantes de la inclusión al sistema financiero: ¿cómo hacer para que el Perú alcance los mejores estándares a nivel internacional [Documento de Trabajo SBS-DT-004-2012]. SBS. https://www.sbs.gob.pe/portals/4/jer/pub-estudios-investigaciones/dt-4-2012_aparicio_jaramillo.pdf
Arbulú, F., & Heras, S. (2019). Género e inclusión financiera [Documento de Trabajo SBS-DT-002-2019]. SBS. https://www.sbs.gob.pe/Portals/4/jer/PUB-ESTUDIOS-INVESTIGACIONES/Genero_e_Inclusion%20.pdf
Banco Mundial. (2008). Finance for all? Policies and pitfalls in expanding access. World Bank Group.
Botric, V., & Broz, T. (2017). Gender differences in financial inclusion: Central and South Eastern Europe. South-Eastern Europe Journal of Economics, 15(2), 209-227. https://ideas.repec.org/a/seb/journl/v15y2017i2p209-227.html
Cámara, N., Peña, X., & Tuesta, D. (2013). Determinantes de la inclusión financiera en Perú [Documento de Trabajo 13/31]. BBVA Research. https://www.bbvaresearch.com/publicaciones/determinantes-de-la-inclusion-financiera-en-peru/
Chinoda, T., & Kwenda, F. (2019). The impact of institutional quality and governance on financial inclusion in Africa: A two-step system generalized method of moments approach. Journal of Economic and Financial Sciences, 12(1), a441. https://doi.org/10.4102/jef.v12i1.441
Cipoletta Tomassian, G., & Matos, A. (2018). Hechos estilizados sobre la inclusión financiera en América Latina. En E. Pérez Caldentey & D. Titelman (Eds.), La inclusión financiera para la inserción productiva y el papel de la banca de desarrollo (pp. 37-58). Comisión Económica para América Latina y el Caribe. https://www.cepal.org/es/publicaciones/44213-la-inclusion-financiera-la-insercion-productiva-papel-la-banca-desarrollo
Clamara, N., Peña, X., & Tuesta, D. (2014). Factors that matter for financial inclusion: evidence from Peru [Working Paper 14/09]. BBVA Research. https://www.bbvaresearch.com/wp-content/uploads/mult/WP_1409_tcm348-426338.pdf
Deere, C. D., & Catanzarite, Z. B. (2017). ¿Quién obtiene préstamos para acumular activos? Clase, género y endeudamiento en el mercado crediticio del Ecuador. Revista CEPAL, (122), 115-137. https://repositorio.cepal.org/bitstreams/b4c89c57-5722-4b28-a9fc-44995a594764/download
Demirgüç-Kunt, A., Klapper, L., & Singer, D. (2013). Financial inclusion and legal discrimination against women: evidence from developing countries [Policy Research Working Paper 6416]. World Bank. https://hdl.handle.net/10986/15553
Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2018). The Global Findex Database 2017: Measuring financial inclusion and the Fintech revolution. World Bank. https://doi.org/10.1596/978-1-4648-1259-0
Farazi, S. (2014). Informal firms and financial inclusion: status and determinants [Policy Research Working Paper 6778]. World Bank. https://hdl.handle.net/10986/17322
Fernandes, C., Borges, M. R., & Caiado, J. (2020). The contribution of digital financial services to financial inclusion in Mozambique: An ARDL model approach. Applied Economics, 53(3), 400-409. https://doi.org/10.1080/00036846.2020.1808177
Fernández-Olit, B., Martín Martín, J. M., & Porras González, E. (2019). Systematized literature review on financial inclusion and exclusion in developed countries. International Journal of Bank Marketing, 38(3), 600-626. https://doi.org/10.1108/ijbm-06-2019-0203
Gonzales, R., Aguilera-Lizarazu, G., Rojas-Hosse, A., & Aranda, P. (2020). The interaction effect of gender and ethnicity in loan approval: A Bayesian estimation with data from a laboratory field experiment. Review of Development Economics, 24(3), 726-749. https://doi.org/10.1111/rode.12607
Guan, J., & Wang, X. (2016). Financial inclusion: Measurement, spatial effects and influencing factors. Applied Economics, 49(18), 1751-1762. https://doi.org/10.1080/00036846.2016.1226488
Hinostroza, Á., & Ramírez, D. (2023). Políticas y marcos normativos de inclusión financiera en los países de la Alianza del Pacífico. Revista Moneda, (193), 30-36. https://www.bcrp.gob.pe/docs/Publicaciones/Revista-Moneda/moneda-193/moneda-193-05.pdf
Instituto Nacional de Estadística e Informática. (2020). Tasa de empleo informal según ámbitos geográficos. https://m.inei.gob.pe/estadisticas/indice-tematico/ocupacion-y-vivienda/
Instituto Nacional de Estadística e Informática. (2021). Encuesta Nacional de Hogares (ENAHO) 2019. https://www.datosabiertos.gob.pe/dataset/encuesta-nacional-de-hogares-enaho-2019-instituto-nacional-de-estad%C3%ADstica-e-inform%C3%A1tica-inei
Instituto Nacional de Estadística e Informática. (2022). Encuesta Nacional de Hogares (ENAHO) 2020. https://www.datosabiertos.gob.pe/dataset/encuesta-nacional-de-hogares-enaho-2020-instituto-nacional-de-estad%C3%ADstica-e-inform%C3%A1tica-inei
Jamir, M. C., & Ezung, T. Z. (2017). Impact of education on employment, income and poverty in Nagaland. International Journal of Research in Economics and Social Sciences, 7(9), 50-56. https://www.researchgate.net/publication/342130698_IMPACT_OF_EDUCATION_ON_EMPLOYMENT_INCOME_AND_POVERTY_IN_NAGALAND
Kelly, S., Rhyne, E., Livingstone, A., Mikkonen-Jeanneret, E., Contreras, P., & Baptista, R. (2015). Inclusión financiera y envejecimiento: una oportunidad. Center for Financial Inclusion, HelpAge International. https://www.centerforfinancialinclusion.org/wp-content/uploads/2015/02/aging_and_financial_inclusion_sp.pdf
Kim, D. W., Yu, J. S., & Hassan, M. K. (2018). Financial inclusion and economic growth in OIC countries. Research in International Business and Finance, 43, 1-14. https://doi.org/10.1016/j.ribaf.2017.07.178
Lenka, S. K., & Sharma, R. (2017). Does financial inclusion spur economic growth in India? The Journal of Developing Areas, 51(3), 215-228. https://doi.org/10.1353/jda.2017.0069
Liu, T., He, G., & Turvey, C. G. (2019). Inclusive finance, farm households entrepreneurship, and inclusive rural transformation in rural poverty-stricken areas in China. Emerging Markets Finance and Trade, 57(7), 1929-1958. https://doi.org/10.1080/1540496x.2019.1694506
Lopez, T., & Winkler, A. (2017). The challenge of rural financial inclusion: Evidence from microfinance. Applied Economics, 50(14), 1555-1577. https://doi.org/10.1080/00036846.2017.1368990
Ministerio de Desarrollo e Inclusión Social. (2020, 7 de noviembre). Más de un millón de hogares vulnerables de todo el país recibirán el Bono Familiar Universal a través de billetera digital y banca celular. https://www.gob.pe/institucion/midis/noticias/312970-mas-de-un-millon-de-hogares-vulnerables-de-todo-el-pais-recibiran-el-bono-familiar-universal-a-traves-de-billetera-digital-y-banca-celular
Matsebula, V., & Yu, D. (2020). An analysis of financial inclusion in South Africa. African Review of Economics and Finance, 12(1), 171-202. https://www.ajol.info/index.php/aref/article/view/232422
Ministerio de Cultura. (2020). Buscador de localidades de pueblos indígenas. https://bdpi.cultura.gob.pe/buscador-de-localidades-de-pueblos-indigenas
Mohammad, G. (2020, 12 de junio). COVID-19 response: Lessons from digital platforms, BigTechs. Alliance for Financial Inclusion. https://www.afi-global.org/newsroom/blogs/covid-19-response-lessons-from-digital-platforms-bigtechs/
Nandru, P., Chendragiri, M., & Velayutham, A. (2021). Determinants of digital financial inclusion in India: evidence from the World Bank’s global findex database. Research Square. https://doi.org/10.21203/rs.3.rs-329541/v1
Okoye, L. U., Adetiloye, K. A., Erin, O., & Modebe, N. J. (2017). Financial inclusion as a strategy for enhanced economic growth and development. The Journal of Internet Banking and Commerce, 22(S8), 1-14. https://www.researchgate.net/publication/323255566_FINANCIAL_INCLUSION_AS_A_STRATEGY_FOR_ENHANCED_ECONOMIC_GROWTH_AND_DEVELOPMENT
Omran, M. F. (2018). An analysis of the financial inclusion in South Africa considering race, education and income. World Review of Entrepreneurship, Management and Sustainable Development, 14(5), 657-667. https://doi.org/10.1504/wremsd.2018.094341
Ortega, J. (2020, 7 de agosto). Día de los pueblos indígenas: la necesidad de llegar hasta ellos. BBVA. https://www.bbva.com/es/dia-de-los-pueblos-indigenas-la-necesidad-de-llegar-hasta-ellos/
Ouma, S. A., Odongo, T. M., & Were, M. (2017). Mobile financial services and financial inclusion: Is it a boon for savings mobilization? Review of Development Finance, 7(1), 29-35. https://doi.org/10.1016/j.rdf.2017.01.001
Ozili, P. K. (2018). Impact of digital finance on financial inclusion and stability. Borsa Istanbul Review, 18(4), 329-340. https://doi.org/10.1016/j.bir.2017.12.003
Ozili, P. K. (2020). Financial inclusion research around the world: A review. Forum for Social Economics, 50(4), 457-479. https://doi.org/10.1080/07360932.2020.1715238
Pavón, L. (2016). Inclusión financiera de las pymes en el Ecuador y México. Comisión Económica para América Latina y el Caribe. https://www.cepal.org/es/publicaciones/40848-inclusion-financiera-pymes-ecuador-mexico
Sain, M. R., Rahman, M. M., & Khanam, R. (2018). Financial exclusion and the role of Islamic finance in Australia: a case study in Queensland. Australasian Accounting, Business and Finance Journal, 12(4), 23-42. https://doi.org/10.14453/aabfj.v12i4.3
Sarma, M., & Pais, J. (2008). Financial inclusion and development: a cross-country analysis [Sesión de conferencia]. Annual Conference of the Human Development and Capability Association, New Delhi, India. https://www.icrier.org/pdf/Mandira%20Sarma-Paper.pdf
Schwarz, G. (1978). Estimating the dimension of a model. The Annals of Statistics, 6(2), 461-464. https://doi.org/10.1214/aos/1176344136
Smith, T. J., & Nichols, T. (2015). Understanding the millennial generation. The Journal of Business Diversity, 15(1), 39-47. https://www.scirp.org/reference/referencespapers?referenceid=2035958
Sotomayor, N., Talledo, J., & Wong, S. (2018). Determinantes de la inclusión financiera en el Perú: evidencia reciente [Documento de Trabajo SBS-DT-006-2018]. SBS. https://www.sbs.gob.pe/Portals/0/jer/DDT_ANO2018/DT-001-2018%20(esp).pdf
Soumaré, I., Tchana, F., & Kengne, T. (2016). Analysis of the determinants of financial inclusion in Central and West Africa. Transnational Corporations Review, 8(4), 231-249. https://doi.org/10.1080/19186444.2016.1265763
Superintendencia de Banca, Seguros y Administradoras Privadas de Fondos de Pensiones. (2019). Estrategia nacional de inclusión financiera. https://www.sbs.gob.pe/Portals/0/jer/inclusion_financiera/ESTRATEGIA-NACIONAL-INCLUSION-FINANCIERA.pdf
Superintendencia de Banca, Seguros y Administradoras Privadas de Fondos de Pensiones. (2020a). Informe de estabilidad del sistema financiero. https://www.sbs.gob.pe/Portals/0/jer/pub_InformeEstabilidad/Informe%20de%20Estabilidad%20Financiera_2020_II.pdf
Superintendencia de Banca, Seguros y Administradoras Privadas de Fondos de Pensiones. (2020b). Perú: reporte de indicadores de inclusión financiera de los sistemas financieros, de seguros y de pensiones. https://intranet2.sbs.gob.pe/estadistica/financiera/2020/Junio/CIIF-0001-jn2020.PDF
Superintendencia de Banca, Seguros y Administradoras Privadas de Fondos de Pensiones. (2021). Cajas rurales de ahorro y crédito. https://www.sbs.gob.pe/supervisados-y-registros/empresas-supervisadas/directorio-del-sistema-financiero/cajas-rurales-de-ahorro-y-credito
Tambini, J., Paliza, M., & Ramírez, D. (2024). Digitalización e inclusión financiera en Perú. Revista Moneda, 197, 9-24. https://www.bcrp.gob.pe/docs/Publicaciones/Revista-Moneda/moneda-197/moneda-197-02.pdf
Trivelli, C., & Mendoza, J. (2021). Inclusión financiera en el 2020. Persistentes brechas de género. Instituto de Estudios Peruanos. https://cdn.www.gob.pe/uploads/document/file/7030523/6053055-trivelli_mendoza_inclusion-financiera-2020-persistentes-brechas-genero.pdf
Vargas Florez. J. (2022). Brechas de la inclusión financiera digital en Perú, en un contexto de crisis económica y sanitaria por el COVID-19, usando el análisis de componentes principales. Instituto Nacional de Estadística e Informática. https://www.inei.gob.pe/media/MenuRecursivo/investigaciones/brecha.pdf
Vega, M., & Aurazo, J. (2020). Evolución de la inclusión financiera y uso de pagos digitales en el Perú: un análisis a partir de la ENAHO. Revista Moneda, (184), 15-20. https://www.bcrp.gob.pe/docs/Publicaciones/Revista-Moneda/moneda-184/moneda-184-03.pdf
Zins. A., & Weill, L. (2016). The determinants of financial inclusion in Africa. Review of Development Finance, 6(1), 46-57. https://doi.org/10.1016/j.rdf.2016.05.001