Loading…

The role of the Lendtech sector in the consumer credit market in the context of household financial exclusion

Research background: According to the World Bank (2020), about 60% of adults in developing countries do not use formal financial services. Furthermore, according to the Polish Association of Loan Institutions (2022), about 3 million Poles use loans, most of them obtained online. Among the reasons fo...

Full description

Saved in:
Bibliographic Details
Published in:Oeconomia Copernicana 2023-06, Vol.14 (2), p.609-643
Main Authors: Waliszewski, Krzysztof, Cichowicz, Ewa, Gębski, Łukasz, Kliber, Filip, Kubiczek, Jakub, Niedziółka, Paweł, Solarz, Małgorzata, Warchlewska, Anna
Format: Article
Language:English
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c385t-216c182270c70250f2324b09cbbdefcb0b7a2c5633b6a9572cecd48b3cb140073
cites cdi_FETCH-LOGICAL-c385t-216c182270c70250f2324b09cbbdefcb0b7a2c5633b6a9572cecd48b3cb140073
container_end_page 643
container_issue 2
container_start_page 609
container_title Oeconomia Copernicana
container_volume 14
creator Waliszewski, Krzysztof
Cichowicz, Ewa
Gębski, Łukasz
Kliber, Filip
Kubiczek, Jakub
Niedziółka, Paweł
Solarz, Małgorzata
Warchlewska, Anna
description Research background: According to the World Bank (2020), about 60% of adults in developing countries do not use formal financial services. Furthermore, according to the Polish Association of Loan Institutions (2022), about 3 million Poles use loans, most of them obtained online. Among the reasons for more than a decade of growth of interest in the non-bank consumer lending market there are the development of modern technology applications in finance and the establishment of the Lendtech sector. Purpose of the article: The main goal of the paper is to verify the role played by the Lendtech (LT) sector in the consumer credit market in the context of household financial exclusion. The following research questions were asked: Do credit-excluded households take advantage of LT services and, if so, to what extent? What are the behaviours and preferences of those who use consumer credit offered by LT? Do socio-demographic characteristics determine consumer use of loans offered by LT and, if so, what are they? Is the use of loans offered by LT due to credit exclusion or other factors? What action should be taken by participants in the digital consumer loan market interested in its inclusive direction? Methods: The paper uses the following methods: critical analysis of the literature, Kruskal-Wallis test, Mann-Whitney test, and nonparametric regression algorithm: k-nearest neighbors, as well as inductive inference methods. The data used is primary in nature and comes from a nationwide survey, September 2022 (CAWI method) of 1,200 Poles, of whom 200 respondents are Lendtech customers. The quota selection applied made it possible to reflect characteristics corresponding to the population of customers of lending institutions registered in BIK databases. Findings & value added: The article is a pioneering study based on an independent scientific survey, devoted to the Polish LT services market considered in terms of its relationship with one of the types of financial exclusion: credit exclusion. The most important conclusion is that people at risk of credit exclusion find a financing substitute in the LT sector, and thus it plays an important role in reducing financial exclusion, while maintaining the principle of creditworthiness verification.
doi_str_mv 10.24136/oc.2023.017
format article
fullrecord <record><control><sourceid>crossref</sourceid><recordid>TN_cdi_crossref_primary_10_24136_oc_2023_017</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>10_24136_oc_2023_017</sourcerecordid><originalsourceid>FETCH-LOGICAL-c385t-216c182270c70250f2324b09cbbdefcb0b7a2c5633b6a9572cecd48b3cb140073</originalsourceid><addsrcrecordid>eNpNkN1KxDAQhYMouKx75wPkAWydTNqmeymLf1DwZr0uzXRKq91GkhTWt7e7euHVfMyBw-ET4lZBipnSxb2jFAF1CspciBXqXCeqRHO5MJQLozHXYhPCBwAoMIXR-Uoc9j1L70aWrpNx4YqnNjL1MjBF5-Uwnd_kpjAf2Evy3A5RHhr_yfFfGvkYTx29mwP3bmxlN0zNREMzSj7SOIfBTTfiqmvGwJu_uxbvT4_73UtSvT2_7h6qhHSZxwRVQct0NEAGMIcONWYWtmRtyx1ZsKZBygutbdFsc4PE1Gal1WRVBmD0Wtz99pJ3IXju6i8_LJO_awX12VbtqD7Zqhdb-gfr4F4m</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>The role of the Lendtech sector in the consumer credit market in the context of household financial exclusion</title><source>EBSCOhost Business Source Ultimate</source><source>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</source><source>ABI/INFORM Global</source><creator>Waliszewski, Krzysztof ; Cichowicz, Ewa ; Gębski, Łukasz ; Kliber, Filip ; Kubiczek, Jakub ; Niedziółka, Paweł ; Solarz, Małgorzata ; Warchlewska, Anna</creator><creatorcontrib>Waliszewski, Krzysztof ; Cichowicz, Ewa ; Gębski, Łukasz ; Kliber, Filip ; Kubiczek, Jakub ; Niedziółka, Paweł ; Solarz, Małgorzata ; Warchlewska, Anna</creatorcontrib><description>Research background: According to the World Bank (2020), about 60% of adults in developing countries do not use formal financial services. Furthermore, according to the Polish Association of Loan Institutions (2022), about 3 million Poles use loans, most of them obtained online. Among the reasons for more than a decade of growth of interest in the non-bank consumer lending market there are the development of modern technology applications in finance and the establishment of the Lendtech sector. Purpose of the article: The main goal of the paper is to verify the role played by the Lendtech (LT) sector in the consumer credit market in the context of household financial exclusion. The following research questions were asked: Do credit-excluded households take advantage of LT services and, if so, to what extent? What are the behaviours and preferences of those who use consumer credit offered by LT? Do socio-demographic characteristics determine consumer use of loans offered by LT and, if so, what are they? Is the use of loans offered by LT due to credit exclusion or other factors? What action should be taken by participants in the digital consumer loan market interested in its inclusive direction? Methods: The paper uses the following methods: critical analysis of the literature, Kruskal-Wallis test, Mann-Whitney test, and nonparametric regression algorithm: k-nearest neighbors, as well as inductive inference methods. The data used is primary in nature and comes from a nationwide survey, September 2022 (CAWI method) of 1,200 Poles, of whom 200 respondents are Lendtech customers. The quota selection applied made it possible to reflect characteristics corresponding to the population of customers of lending institutions registered in BIK databases. Findings &amp; value added: The article is a pioneering study based on an independent scientific survey, devoted to the Polish LT services market considered in terms of its relationship with one of the types of financial exclusion: credit exclusion. The most important conclusion is that people at risk of credit exclusion find a financing substitute in the LT sector, and thus it plays an important role in reducing financial exclusion, while maintaining the principle of creditworthiness verification.</description><identifier>ISSN: 2083-1277</identifier><identifier>EISSN: 2353-1827</identifier><identifier>DOI: 10.24136/oc.2023.017</identifier><language>eng</language><ispartof>Oeconomia Copernicana, 2023-06, Vol.14 (2), p.609-643</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c385t-216c182270c70250f2324b09cbbdefcb0b7a2c5633b6a9572cecd48b3cb140073</citedby><cites>FETCH-LOGICAL-c385t-216c182270c70250f2324b09cbbdefcb0b7a2c5633b6a9572cecd48b3cb140073</cites><orcidid>0000-0003-4239-5875 ; 0000-0002-9379-9127 ; 0000-0003-0142-7877 ; 0000-0002-5370-3987 ; 0000-0002-1659-7310 ; 0000-0002-1278-6771 ; 0000-0003-4599-4814 ; 0000-0001-9538-0541</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids></links><search><creatorcontrib>Waliszewski, Krzysztof</creatorcontrib><creatorcontrib>Cichowicz, Ewa</creatorcontrib><creatorcontrib>Gębski, Łukasz</creatorcontrib><creatorcontrib>Kliber, Filip</creatorcontrib><creatorcontrib>Kubiczek, Jakub</creatorcontrib><creatorcontrib>Niedziółka, Paweł</creatorcontrib><creatorcontrib>Solarz, Małgorzata</creatorcontrib><creatorcontrib>Warchlewska, Anna</creatorcontrib><title>The role of the Lendtech sector in the consumer credit market in the context of household financial exclusion</title><title>Oeconomia Copernicana</title><description>Research background: According to the World Bank (2020), about 60% of adults in developing countries do not use formal financial services. Furthermore, according to the Polish Association of Loan Institutions (2022), about 3 million Poles use loans, most of them obtained online. Among the reasons for more than a decade of growth of interest in the non-bank consumer lending market there are the development of modern technology applications in finance and the establishment of the Lendtech sector. Purpose of the article: The main goal of the paper is to verify the role played by the Lendtech (LT) sector in the consumer credit market in the context of household financial exclusion. The following research questions were asked: Do credit-excluded households take advantage of LT services and, if so, to what extent? What are the behaviours and preferences of those who use consumer credit offered by LT? Do socio-demographic characteristics determine consumer use of loans offered by LT and, if so, what are they? Is the use of loans offered by LT due to credit exclusion or other factors? What action should be taken by participants in the digital consumer loan market interested in its inclusive direction? Methods: The paper uses the following methods: critical analysis of the literature, Kruskal-Wallis test, Mann-Whitney test, and nonparametric regression algorithm: k-nearest neighbors, as well as inductive inference methods. The data used is primary in nature and comes from a nationwide survey, September 2022 (CAWI method) of 1,200 Poles, of whom 200 respondents are Lendtech customers. The quota selection applied made it possible to reflect characteristics corresponding to the population of customers of lending institutions registered in BIK databases. Findings &amp; value added: The article is a pioneering study based on an independent scientific survey, devoted to the Polish LT services market considered in terms of its relationship with one of the types of financial exclusion: credit exclusion. The most important conclusion is that people at risk of credit exclusion find a financing substitute in the LT sector, and thus it plays an important role in reducing financial exclusion, while maintaining the principle of creditworthiness verification.</description><issn>2083-1277</issn><issn>2353-1827</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNpNkN1KxDAQhYMouKx75wPkAWydTNqmeymLf1DwZr0uzXRKq91GkhTWt7e7euHVfMyBw-ET4lZBipnSxb2jFAF1CspciBXqXCeqRHO5MJQLozHXYhPCBwAoMIXR-Uoc9j1L70aWrpNx4YqnNjL1MjBF5-Uwnd_kpjAf2Evy3A5RHhr_yfFfGvkYTx29mwP3bmxlN0zNREMzSj7SOIfBTTfiqmvGwJu_uxbvT4_73UtSvT2_7h6qhHSZxwRVQct0NEAGMIcONWYWtmRtyx1ZsKZBygutbdFsc4PE1Gal1WRVBmD0Wtz99pJ3IXju6i8_LJO_awX12VbtqD7Zqhdb-gfr4F4m</recordid><startdate>20230601</startdate><enddate>20230601</enddate><creator>Waliszewski, Krzysztof</creator><creator>Cichowicz, Ewa</creator><creator>Gębski, Łukasz</creator><creator>Kliber, Filip</creator><creator>Kubiczek, Jakub</creator><creator>Niedziółka, Paweł</creator><creator>Solarz, Małgorzata</creator><creator>Warchlewska, Anna</creator><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0003-4239-5875</orcidid><orcidid>https://orcid.org/0000-0002-9379-9127</orcidid><orcidid>https://orcid.org/0000-0003-0142-7877</orcidid><orcidid>https://orcid.org/0000-0002-5370-3987</orcidid><orcidid>https://orcid.org/0000-0002-1659-7310</orcidid><orcidid>https://orcid.org/0000-0002-1278-6771</orcidid><orcidid>https://orcid.org/0000-0003-4599-4814</orcidid><orcidid>https://orcid.org/0000-0001-9538-0541</orcidid></search><sort><creationdate>20230601</creationdate><title>The role of the Lendtech sector in the consumer credit market in the context of household financial exclusion</title><author>Waliszewski, Krzysztof ; Cichowicz, Ewa ; Gębski, Łukasz ; Kliber, Filip ; Kubiczek, Jakub ; Niedziółka, Paweł ; Solarz, Małgorzata ; Warchlewska, Anna</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c385t-216c182270c70250f2324b09cbbdefcb0b7a2c5633b6a9572cecd48b3cb140073</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Waliszewski, Krzysztof</creatorcontrib><creatorcontrib>Cichowicz, Ewa</creatorcontrib><creatorcontrib>Gębski, Łukasz</creatorcontrib><creatorcontrib>Kliber, Filip</creatorcontrib><creatorcontrib>Kubiczek, Jakub</creatorcontrib><creatorcontrib>Niedziółka, Paweł</creatorcontrib><creatorcontrib>Solarz, Małgorzata</creatorcontrib><creatorcontrib>Warchlewska, Anna</creatorcontrib><collection>CrossRef</collection><jtitle>Oeconomia Copernicana</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Waliszewski, Krzysztof</au><au>Cichowicz, Ewa</au><au>Gębski, Łukasz</au><au>Kliber, Filip</au><au>Kubiczek, Jakub</au><au>Niedziółka, Paweł</au><au>Solarz, Małgorzata</au><au>Warchlewska, Anna</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The role of the Lendtech sector in the consumer credit market in the context of household financial exclusion</atitle><jtitle>Oeconomia Copernicana</jtitle><date>2023-06-01</date><risdate>2023</risdate><volume>14</volume><issue>2</issue><spage>609</spage><epage>643</epage><pages>609-643</pages><issn>2083-1277</issn><eissn>2353-1827</eissn><abstract>Research background: According to the World Bank (2020), about 60% of adults in developing countries do not use formal financial services. Furthermore, according to the Polish Association of Loan Institutions (2022), about 3 million Poles use loans, most of them obtained online. Among the reasons for more than a decade of growth of interest in the non-bank consumer lending market there are the development of modern technology applications in finance and the establishment of the Lendtech sector. Purpose of the article: The main goal of the paper is to verify the role played by the Lendtech (LT) sector in the consumer credit market in the context of household financial exclusion. The following research questions were asked: Do credit-excluded households take advantage of LT services and, if so, to what extent? What are the behaviours and preferences of those who use consumer credit offered by LT? Do socio-demographic characteristics determine consumer use of loans offered by LT and, if so, what are they? Is the use of loans offered by LT due to credit exclusion or other factors? What action should be taken by participants in the digital consumer loan market interested in its inclusive direction? Methods: The paper uses the following methods: critical analysis of the literature, Kruskal-Wallis test, Mann-Whitney test, and nonparametric regression algorithm: k-nearest neighbors, as well as inductive inference methods. The data used is primary in nature and comes from a nationwide survey, September 2022 (CAWI method) of 1,200 Poles, of whom 200 respondents are Lendtech customers. The quota selection applied made it possible to reflect characteristics corresponding to the population of customers of lending institutions registered in BIK databases. Findings &amp; value added: The article is a pioneering study based on an independent scientific survey, devoted to the Polish LT services market considered in terms of its relationship with one of the types of financial exclusion: credit exclusion. The most important conclusion is that people at risk of credit exclusion find a financing substitute in the LT sector, and thus it plays an important role in reducing financial exclusion, while maintaining the principle of creditworthiness verification.</abstract><doi>10.24136/oc.2023.017</doi><tpages>35</tpages><orcidid>https://orcid.org/0000-0003-4239-5875</orcidid><orcidid>https://orcid.org/0000-0002-9379-9127</orcidid><orcidid>https://orcid.org/0000-0003-0142-7877</orcidid><orcidid>https://orcid.org/0000-0002-5370-3987</orcidid><orcidid>https://orcid.org/0000-0002-1659-7310</orcidid><orcidid>https://orcid.org/0000-0002-1278-6771</orcidid><orcidid>https://orcid.org/0000-0003-4599-4814</orcidid><orcidid>https://orcid.org/0000-0001-9538-0541</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2083-1277
ispartof Oeconomia Copernicana, 2023-06, Vol.14 (2), p.609-643
issn 2083-1277
2353-1827
language eng
recordid cdi_crossref_primary_10_24136_oc_2023_017
source EBSCOhost Business Source Ultimate; Publicly Available Content Database (Proquest) (PQ_SDU_P3); ABI/INFORM Global
title The role of the Lendtech sector in the consumer credit market in the context of household financial exclusion
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-11T18%3A44%3A47IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-crossref&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20role%20of%20the%20Lendtech%20sector%20in%20the%20consumer%20credit%20market%20in%20the%20context%20of%20household%20financial%20exclusion&rft.jtitle=Oeconomia%20Copernicana&rft.au=Waliszewski,%20Krzysztof&rft.date=2023-06-01&rft.volume=14&rft.issue=2&rft.spage=609&rft.epage=643&rft.pages=609-643&rft.issn=2083-1277&rft.eissn=2353-1827&rft_id=info:doi/10.24136/oc.2023.017&rft_dat=%3Ccrossref%3E10_24136_oc_2023_017%3C/crossref%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c385t-216c182270c70250f2324b09cbbdefcb0b7a2c5633b6a9572cecd48b3cb140073%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true