Loading…
The Behavioral Role of Digital Economy Adaptation in Sustainable Financial Literacy and Financial Inclusion
The basic aim of this research was to investigate the impact of the behavioral biases on financial inclusion in Pakistan while considering the moderating effect of financial literacy in this relation, in the context of behavioral perspective. This study focused on the significant behavioral phenomen...
Saved in:
Published in: | Frontiers in psychology 2021-11, Vol.12, p.742118-742118 |
---|---|
Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
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-c442t-6ce6f4fc032a9c1e8952c39d63e6b2d0fb78aef589a153fc473c8d657624fe233 |
---|---|
cites | cdi_FETCH-LOGICAL-c442t-6ce6f4fc032a9c1e8952c39d63e6b2d0fb78aef589a153fc473c8d657624fe233 |
container_end_page | 742118 |
container_issue | |
container_start_page | 742118 |
container_title | Frontiers in psychology |
container_volume | 12 |
creator | Liu, Siming Gao, Leifu Latif, Khalid Dar, Ayesha Anees Zia-UR-Rehman, Muhammad Baig, Sajjad Ahmad |
description | The basic aim of this research was to investigate the impact of the behavioral biases on financial inclusion in Pakistan while considering the moderating effect of financial literacy in this relation, in the context of behavioral perspective. This study focused on the significant behavioral phenomenon, including self-control, optimism, herding, and loss aversion with a perspective of the digital economy. To test the proposed hypothesis, the primary data collection method was used. A structured questionnaire was designed to collect data from 102 individual households through the convenience sampling technique. SmartPLS was used to analyze collected data. This study found the negative impact of self-control, optimism, and herding on financial inclusion. In contrast, loss aversion contributes to the uplift of financial inclusion in Pakistan. Similarly, financial literacy proved to have a decreasing effect on financial inclusion because of religious concerns. The moderation effect of financial literacy was also significantly positive except for loss aversion. The behavioral phenomenon proved to have a significant impact on financial inclusion. This research shows that individual households who do not use developed technological services and products from formal financial inclusion can overcome the behavioral biases that hinder them from making informed financial decisions. This research work will significantly help households use financial services to improve their standard of living and overall long-term financial well-being. This research is essential because many households are not using bank services and have low financial knowledge in Pakistan. The key contribution of this research study is that it found the relation between behavioral factors and financial inclusion. Financial literacy also has a moderating effect on their relations. |
doi_str_mv | 10.3389/fpsyg.2021.742118 |
format | article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_7d72baae588f41fc93902ac89e0b8384</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_7d72baae588f41fc93902ac89e0b8384</doaj_id><sourcerecordid>2606925557</sourcerecordid><originalsourceid>FETCH-LOGICAL-c442t-6ce6f4fc032a9c1e8952c39d63e6b2d0fb78aef589a153fc473c8d657624fe233</originalsourceid><addsrcrecordid>eNpVkU1vEzEQhi0EolXoD-C2Ry4J_lrbe0EqpYVIkZCgnK1Z7zhx2dhh7a2Uf1-3qVA7B8945p3Hkl9CPjK6EsJ0n_0hH7crTjlbackZM2_IOVNKLhnV5u2L-oxc5HxHa0jKKeXvyZmQpjVcy3Py93aHzVfcwX1IE4zNrzRik3zzLWxDqfdrl2LaH5vLAQ4FSkixCbH5PecCIUJfxTc1RxeqdhMKTuCODcThRXsd3TjnuvmBvPMwZrx4zgvy5-b69urHcvPz-_rqcrN0UvKyVA6Vl95RwaFzDE3Xcie6QQlUPR-o77UB9K3pgLXCO6mFM4NqteLSIxdiQdYn7pDgzh6msIfpaBME-9RI09bCVIIb0epB8x4AW2O8ZN51oqMcnOmQ9kYYWVlfTqzD3O9xcBhL_aZX0NeTGHZ2m-6tUYLpeizIp2fAlP7NmIvdh-xwHCFimrPliqqOt22rq5SdpG5KOU_o_z_DqH303D55bh89tyfPxQPsHqCD</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2606925557</pqid></control><display><type>article</type><title>The Behavioral Role of Digital Economy Adaptation in Sustainable Financial Literacy and Financial Inclusion</title><source>PubMed Central</source><creator>Liu, Siming ; Gao, Leifu ; Latif, Khalid ; Dar, Ayesha Anees ; Zia-UR-Rehman, Muhammad ; Baig, Sajjad Ahmad</creator><creatorcontrib>Liu, Siming ; Gao, Leifu ; Latif, Khalid ; Dar, Ayesha Anees ; Zia-UR-Rehman, Muhammad ; Baig, Sajjad Ahmad</creatorcontrib><description>The basic aim of this research was to investigate the impact of the behavioral biases on financial inclusion in Pakistan while considering the moderating effect of financial literacy in this relation, in the context of behavioral perspective. This study focused on the significant behavioral phenomenon, including self-control, optimism, herding, and loss aversion with a perspective of the digital economy. To test the proposed hypothesis, the primary data collection method was used. A structured questionnaire was designed to collect data from 102 individual households through the convenience sampling technique. SmartPLS was used to analyze collected data. This study found the negative impact of self-control, optimism, and herding on financial inclusion. In contrast, loss aversion contributes to the uplift of financial inclusion in Pakistan. Similarly, financial literacy proved to have a decreasing effect on financial inclusion because of religious concerns. The moderation effect of financial literacy was also significantly positive except for loss aversion. The behavioral phenomenon proved to have a significant impact on financial inclusion. This research shows that individual households who do not use developed technological services and products from formal financial inclusion can overcome the behavioral biases that hinder them from making informed financial decisions. This research work will significantly help households use financial services to improve their standard of living and overall long-term financial well-being. This research is essential because many households are not using bank services and have low financial knowledge in Pakistan. The key contribution of this research study is that it found the relation between behavioral factors and financial inclusion. Financial literacy also has a moderating effect on their relations.</description><identifier>ISSN: 1664-1078</identifier><identifier>EISSN: 1664-1078</identifier><identifier>DOI: 10.3389/fpsyg.2021.742118</identifier><identifier>PMID: 34858274</identifier><language>eng</language><publisher>Frontiers Media S.A</publisher><subject>behavioral factors ; digital economy ; financial inclusion ; financial literacy ; individual households ; Psychology</subject><ispartof>Frontiers in psychology, 2021-11, Vol.12, p.742118-742118</ispartof><rights>Copyright © 2021 Liu, Gao, Latif, Dar, Zia-UR-Rehman and Baig. 2021 Liu, Gao, Latif, Dar, Zia-UR-Rehman and Baig</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c442t-6ce6f4fc032a9c1e8952c39d63e6b2d0fb78aef589a153fc473c8d657624fe233</citedby><cites>FETCH-LOGICAL-c442t-6ce6f4fc032a9c1e8952c39d63e6b2d0fb78aef589a153fc473c8d657624fe233</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8631786/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8631786/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27923,27924,53790,53792</link.rule.ids></links><search><creatorcontrib>Liu, Siming</creatorcontrib><creatorcontrib>Gao, Leifu</creatorcontrib><creatorcontrib>Latif, Khalid</creatorcontrib><creatorcontrib>Dar, Ayesha Anees</creatorcontrib><creatorcontrib>Zia-UR-Rehman, Muhammad</creatorcontrib><creatorcontrib>Baig, Sajjad Ahmad</creatorcontrib><title>The Behavioral Role of Digital Economy Adaptation in Sustainable Financial Literacy and Financial Inclusion</title><title>Frontiers in psychology</title><description>The basic aim of this research was to investigate the impact of the behavioral biases on financial inclusion in Pakistan while considering the moderating effect of financial literacy in this relation, in the context of behavioral perspective. This study focused on the significant behavioral phenomenon, including self-control, optimism, herding, and loss aversion with a perspective of the digital economy. To test the proposed hypothesis, the primary data collection method was used. A structured questionnaire was designed to collect data from 102 individual households through the convenience sampling technique. SmartPLS was used to analyze collected data. This study found the negative impact of self-control, optimism, and herding on financial inclusion. In contrast, loss aversion contributes to the uplift of financial inclusion in Pakistan. Similarly, financial literacy proved to have a decreasing effect on financial inclusion because of religious concerns. The moderation effect of financial literacy was also significantly positive except for loss aversion. The behavioral phenomenon proved to have a significant impact on financial inclusion. This research shows that individual households who do not use developed technological services and products from formal financial inclusion can overcome the behavioral biases that hinder them from making informed financial decisions. This research work will significantly help households use financial services to improve their standard of living and overall long-term financial well-being. This research is essential because many households are not using bank services and have low financial knowledge in Pakistan. The key contribution of this research study is that it found the relation between behavioral factors and financial inclusion. Financial literacy also has a moderating effect on their relations.</description><subject>behavioral factors</subject><subject>digital economy</subject><subject>financial inclusion</subject><subject>financial literacy</subject><subject>individual households</subject><subject>Psychology</subject><issn>1664-1078</issn><issn>1664-1078</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkU1vEzEQhi0EolXoD-C2Ry4J_lrbe0EqpYVIkZCgnK1Z7zhx2dhh7a2Uf1-3qVA7B8945p3Hkl9CPjK6EsJ0n_0hH7crTjlbackZM2_IOVNKLhnV5u2L-oxc5HxHa0jKKeXvyZmQpjVcy3Py93aHzVfcwX1IE4zNrzRik3zzLWxDqfdrl2LaH5vLAQ4FSkixCbH5PecCIUJfxTc1RxeqdhMKTuCODcThRXsd3TjnuvmBvPMwZrx4zgvy5-b69urHcvPz-_rqcrN0UvKyVA6Vl95RwaFzDE3Xcie6QQlUPR-o77UB9K3pgLXCO6mFM4NqteLSIxdiQdYn7pDgzh6msIfpaBME-9RI09bCVIIb0epB8x4AW2O8ZN51oqMcnOmQ9kYYWVlfTqzD3O9xcBhL_aZX0NeTGHZ2m-6tUYLpeizIp2fAlP7NmIvdh-xwHCFimrPliqqOt22rq5SdpG5KOU_o_z_DqH303D55bh89tyfPxQPsHqCD</recordid><startdate>20211111</startdate><enddate>20211111</enddate><creator>Liu, Siming</creator><creator>Gao, Leifu</creator><creator>Latif, Khalid</creator><creator>Dar, Ayesha Anees</creator><creator>Zia-UR-Rehman, Muhammad</creator><creator>Baig, Sajjad Ahmad</creator><general>Frontiers Media S.A</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20211111</creationdate><title>The Behavioral Role of Digital Economy Adaptation in Sustainable Financial Literacy and Financial Inclusion</title><author>Liu, Siming ; Gao, Leifu ; Latif, Khalid ; Dar, Ayesha Anees ; Zia-UR-Rehman, Muhammad ; Baig, Sajjad Ahmad</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c442t-6ce6f4fc032a9c1e8952c39d63e6b2d0fb78aef589a153fc473c8d657624fe233</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>behavioral factors</topic><topic>digital economy</topic><topic>financial inclusion</topic><topic>financial literacy</topic><topic>individual households</topic><topic>Psychology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Siming</creatorcontrib><creatorcontrib>Gao, Leifu</creatorcontrib><creatorcontrib>Latif, Khalid</creatorcontrib><creatorcontrib>Dar, Ayesha Anees</creatorcontrib><creatorcontrib>Zia-UR-Rehman, Muhammad</creatorcontrib><creatorcontrib>Baig, Sajjad Ahmad</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>Frontiers in psychology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, Siming</au><au>Gao, Leifu</au><au>Latif, Khalid</au><au>Dar, Ayesha Anees</au><au>Zia-UR-Rehman, Muhammad</au><au>Baig, Sajjad Ahmad</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Behavioral Role of Digital Economy Adaptation in Sustainable Financial Literacy and Financial Inclusion</atitle><jtitle>Frontiers in psychology</jtitle><date>2021-11-11</date><risdate>2021</risdate><volume>12</volume><spage>742118</spage><epage>742118</epage><pages>742118-742118</pages><issn>1664-1078</issn><eissn>1664-1078</eissn><abstract>The basic aim of this research was to investigate the impact of the behavioral biases on financial inclusion in Pakistan while considering the moderating effect of financial literacy in this relation, in the context of behavioral perspective. This study focused on the significant behavioral phenomenon, including self-control, optimism, herding, and loss aversion with a perspective of the digital economy. To test the proposed hypothesis, the primary data collection method was used. A structured questionnaire was designed to collect data from 102 individual households through the convenience sampling technique. SmartPLS was used to analyze collected data. This study found the negative impact of self-control, optimism, and herding on financial inclusion. In contrast, loss aversion contributes to the uplift of financial inclusion in Pakistan. Similarly, financial literacy proved to have a decreasing effect on financial inclusion because of religious concerns. The moderation effect of financial literacy was also significantly positive except for loss aversion. The behavioral phenomenon proved to have a significant impact on financial inclusion. This research shows that individual households who do not use developed technological services and products from formal financial inclusion can overcome the behavioral biases that hinder them from making informed financial decisions. This research work will significantly help households use financial services to improve their standard of living and overall long-term financial well-being. This research is essential because many households are not using bank services and have low financial knowledge in Pakistan. The key contribution of this research study is that it found the relation between behavioral factors and financial inclusion. Financial literacy also has a moderating effect on their relations.</abstract><pub>Frontiers Media S.A</pub><pmid>34858274</pmid><doi>10.3389/fpsyg.2021.742118</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1664-1078 |
ispartof | Frontiers in psychology, 2021-11, Vol.12, p.742118-742118 |
issn | 1664-1078 1664-1078 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_7d72baae588f41fc93902ac89e0b8384 |
source | PubMed Central |
subjects | behavioral factors digital economy financial inclusion financial literacy individual households Psychology |
title | The Behavioral Role of Digital Economy Adaptation in Sustainable Financial Literacy and Financial Inclusion |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-13T01%3A51%3A28IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20Behavioral%20Role%20of%20Digital%20Economy%20Adaptation%20in%20Sustainable%20Financial%20Literacy%20and%20Financial%20Inclusion&rft.jtitle=Frontiers%20in%20psychology&rft.au=Liu,%20Siming&rft.date=2021-11-11&rft.volume=12&rft.spage=742118&rft.epage=742118&rft.pages=742118-742118&rft.issn=1664-1078&rft.eissn=1664-1078&rft_id=info:doi/10.3389/fpsyg.2021.742118&rft_dat=%3Cproquest_doaj_%3E2606925557%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c442t-6ce6f4fc032a9c1e8952c39d63e6b2d0fb78aef589a153fc473c8d657624fe233%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2606925557&rft_id=info:pmid/34858274&rfr_iscdi=true |