Loading…
The non-linear relationship between ICT diffusion and financial development
This research investigates the linear and non-linear effects of information and communication technology (ICT) diffusion on financial development for 81 countries over the period 1990–2015 by employing the generalized-momentum method (GMM) and panel smooth transition regression (PSTR). Some main con...
Saved in:
Published in: | Telecommunications policy 2020-10, Vol.44 (9), p.102023, Article 102023 |
---|---|
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-c399t-c14ed56c5dd5220b5a85719685cf1a4adb2637427fe462d63db34b541d8e64183 |
---|---|
cites | cdi_FETCH-LOGICAL-c399t-c14ed56c5dd5220b5a85719685cf1a4adb2637427fe462d63db34b541d8e64183 |
container_end_page | |
container_issue | 9 |
container_start_page | 102023 |
container_title | Telecommunications policy |
container_volume | 44 |
creator | Chien, Mei-Se Cheng, Chih-Yang Kurniawati, Meta Ayu |
description | This research investigates the linear and non-linear effects of information and communication technology (ICT) diffusion on financial development for 81 countries over the period 1990–2015 by employing the generalized-momentum method (GMM) and panel smooth transition regression (PSTR). Some main conclusions are presented as follows. First, comparing the different effects of ICT on financial development between the high-income group and the middle- & low-income group, telephone and Internet positively influences both groups’ financial development, whereas mobile cellular causes a negative effect in high-income countries, but a positive effect in middle- & low-income countries. Second, the growth of the Internet and telephones raises the financial development in all regions, while mobile cellular growth positively affects financial development only in Africa. Finally, strong evidence appears that the PSTR models capture the smooth non-linear effects of ICT diffusion on financial development, in which the effect of ICT diffusion on financial development is positive in the lower level of ICT diffusion, but turns negative in the higher level of ICT diffusion.
•Understanding the effects of ICT on financial development between the high-income group and the middle- & low-income group.•The growth of the Internet and telephones raises financial development in all regions.•The mobile cellular growth positively affects financial development only in Africa.•Strong evidence shows that the PSTR models capture the smooth non-linear effects of ICT diffusion on financial development. |
doi_str_mv | 10.1016/j.telpol.2020.102023 |
format | article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2460790413</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0308596120301154</els_id><sourcerecordid>2460790413</sourcerecordid><originalsourceid>FETCH-LOGICAL-c399t-c14ed56c5dd5220b5a85719685cf1a4adb2637427fe462d63db34b541d8e64183</originalsourceid><addsrcrecordid>eNp9kE1LxDAQhoMouK7-Aw8Bz13z3fYiyOIXLnhZzyFNpmxKN6lJd8V_b5d69jQw877vzDwI3VKyooSq-241Qj_EfsUIO7Wmws_QglZlXXAmq3O0IJxUhawVvURXOXeE0JLWZIHetzvAIYai9wFMwgl6M_oY8s4PuIHxGyDgt_UWO9-2hzxNsAkOtz6YYL3psYMj9HHYQxiv0UVr-gw3f3WJPp-ftuvXYvPx8rZ-3BSW1_VYWCrASWWlc5Ix0khTyekYVUnbUiOMa5jipWBlC0Ixp7hruGikoK4CJWjFl-huzh1S_DpAHnUXDylMKzUTipQ1EZRPKjGrbIo5J2j1kPzepB9NiT5h052esekTNj1jm2wPsw2mD44eks7WQ7DgfAI7ahf9_wG_OVd3Qw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2460790413</pqid></control><display><type>article</type><title>The non-linear relationship between ICT diffusion and financial development</title><source>International Bibliography of the Social Sciences (IBSS)</source><source>ScienceDirect Freedom Collection 2022-2024</source><source>PAIS Index</source><creator>Chien, Mei-Se ; Cheng, Chih-Yang ; Kurniawati, Meta Ayu</creator><creatorcontrib>Chien, Mei-Se ; Cheng, Chih-Yang ; Kurniawati, Meta Ayu</creatorcontrib><description>This research investigates the linear and non-linear effects of information and communication technology (ICT) diffusion on financial development for 81 countries over the period 1990–2015 by employing the generalized-momentum method (GMM) and panel smooth transition regression (PSTR). Some main conclusions are presented as follows. First, comparing the different effects of ICT on financial development between the high-income group and the middle- & low-income group, telephone and Internet positively influences both groups’ financial development, whereas mobile cellular causes a negative effect in high-income countries, but a positive effect in middle- & low-income countries. Second, the growth of the Internet and telephones raises the financial development in all regions, while mobile cellular growth positively affects financial development only in Africa. Finally, strong evidence appears that the PSTR models capture the smooth non-linear effects of ICT diffusion on financial development, in which the effect of ICT diffusion on financial development is positive in the lower level of ICT diffusion, but turns negative in the higher level of ICT diffusion.
•Understanding the effects of ICT on financial development between the high-income group and the middle- & low-income group.•The growth of the Internet and telephones raises financial development in all regions.•The mobile cellular growth positively affects financial development only in Africa.•Strong evidence shows that the PSTR models capture the smooth non-linear effects of ICT diffusion on financial development.</description><identifier>ISSN: 0308-5961</identifier><identifier>EISSN: 1879-3258</identifier><identifier>DOI: 10.1016/j.telpol.2020.102023</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Communications technology ; Diffusion ; Diffusion effects ; Dynamic panel GMM ; Financial development ; ICT diffusion ; Income ; Information technology ; Internet ; Low income groups ; Panel smooth transition regression ; Telecommunications policy</subject><ispartof>Telecommunications policy, 2020-10, Vol.44 (9), p.102023, Article 102023</ispartof><rights>2020 Elsevier Ltd</rights><rights>Copyright Butterworth-Heinemann Oct 2020</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c399t-c14ed56c5dd5220b5a85719685cf1a4adb2637427fe462d63db34b541d8e64183</citedby><cites>FETCH-LOGICAL-c399t-c14ed56c5dd5220b5a85719685cf1a4adb2637427fe462d63db34b541d8e64183</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,777,781,27847,27905,27906,33204</link.rule.ids></links><search><creatorcontrib>Chien, Mei-Se</creatorcontrib><creatorcontrib>Cheng, Chih-Yang</creatorcontrib><creatorcontrib>Kurniawati, Meta Ayu</creatorcontrib><title>The non-linear relationship between ICT diffusion and financial development</title><title>Telecommunications policy</title><description>This research investigates the linear and non-linear effects of information and communication technology (ICT) diffusion on financial development for 81 countries over the period 1990–2015 by employing the generalized-momentum method (GMM) and panel smooth transition regression (PSTR). Some main conclusions are presented as follows. First, comparing the different effects of ICT on financial development between the high-income group and the middle- & low-income group, telephone and Internet positively influences both groups’ financial development, whereas mobile cellular causes a negative effect in high-income countries, but a positive effect in middle- & low-income countries. Second, the growth of the Internet and telephones raises the financial development in all regions, while mobile cellular growth positively affects financial development only in Africa. Finally, strong evidence appears that the PSTR models capture the smooth non-linear effects of ICT diffusion on financial development, in which the effect of ICT diffusion on financial development is positive in the lower level of ICT diffusion, but turns negative in the higher level of ICT diffusion.
•Understanding the effects of ICT on financial development between the high-income group and the middle- & low-income group.•The growth of the Internet and telephones raises financial development in all regions.•The mobile cellular growth positively affects financial development only in Africa.•Strong evidence shows that the PSTR models capture the smooth non-linear effects of ICT diffusion on financial development.</description><subject>Communications technology</subject><subject>Diffusion</subject><subject>Diffusion effects</subject><subject>Dynamic panel GMM</subject><subject>Financial development</subject><subject>ICT diffusion</subject><subject>Income</subject><subject>Information technology</subject><subject>Internet</subject><subject>Low income groups</subject><subject>Panel smooth transition regression</subject><subject>Telecommunications policy</subject><issn>0308-5961</issn><issn>1879-3258</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>7TQ</sourceid><sourceid>8BJ</sourceid><recordid>eNp9kE1LxDAQhoMouK7-Aw8Bz13z3fYiyOIXLnhZzyFNpmxKN6lJd8V_b5d69jQw877vzDwI3VKyooSq-241Qj_EfsUIO7Wmws_QglZlXXAmq3O0IJxUhawVvURXOXeE0JLWZIHetzvAIYai9wFMwgl6M_oY8s4PuIHxGyDgt_UWO9-2hzxNsAkOtz6YYL3psYMj9HHYQxiv0UVr-gw3f3WJPp-ftuvXYvPx8rZ-3BSW1_VYWCrASWWlc5Ix0khTyekYVUnbUiOMa5jipWBlC0Ixp7hruGikoK4CJWjFl-huzh1S_DpAHnUXDylMKzUTipQ1EZRPKjGrbIo5J2j1kPzepB9NiT5h052esekTNj1jm2wPsw2mD44eks7WQ7DgfAI7ahf9_wG_OVd3Qw</recordid><startdate>20201001</startdate><enddate>20201001</enddate><creator>Chien, Mei-Se</creator><creator>Cheng, Chih-Yang</creator><creator>Kurniawati, Meta Ayu</creator><general>Elsevier Ltd</general><general>Butterworth-Heinemann</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7TQ</scope><scope>8BJ</scope><scope>8FD</scope><scope>DHY</scope><scope>DON</scope><scope>FQK</scope><scope>JBE</scope><scope>L7M</scope></search><sort><creationdate>20201001</creationdate><title>The non-linear relationship between ICT diffusion and financial development</title><author>Chien, Mei-Se ; Cheng, Chih-Yang ; Kurniawati, Meta Ayu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c399t-c14ed56c5dd5220b5a85719685cf1a4adb2637427fe462d63db34b541d8e64183</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Communications technology</topic><topic>Diffusion</topic><topic>Diffusion effects</topic><topic>Dynamic panel GMM</topic><topic>Financial development</topic><topic>ICT diffusion</topic><topic>Income</topic><topic>Information technology</topic><topic>Internet</topic><topic>Low income groups</topic><topic>Panel smooth transition regression</topic><topic>Telecommunications policy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chien, Mei-Se</creatorcontrib><creatorcontrib>Cheng, Chih-Yang</creatorcontrib><creatorcontrib>Kurniawati, Meta Ayu</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>PAIS Index</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>Technology Research Database</collection><collection>PAIS International</collection><collection>PAIS International (Ovid)</collection><collection>International Bibliography of the Social Sciences</collection><collection>International Bibliography of the Social Sciences</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Telecommunications policy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chien, Mei-Se</au><au>Cheng, Chih-Yang</au><au>Kurniawati, Meta Ayu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The non-linear relationship between ICT diffusion and financial development</atitle><jtitle>Telecommunications policy</jtitle><date>2020-10-01</date><risdate>2020</risdate><volume>44</volume><issue>9</issue><spage>102023</spage><pages>102023-</pages><artnum>102023</artnum><issn>0308-5961</issn><eissn>1879-3258</eissn><abstract>This research investigates the linear and non-linear effects of information and communication technology (ICT) diffusion on financial development for 81 countries over the period 1990–2015 by employing the generalized-momentum method (GMM) and panel smooth transition regression (PSTR). Some main conclusions are presented as follows. First, comparing the different effects of ICT on financial development between the high-income group and the middle- & low-income group, telephone and Internet positively influences both groups’ financial development, whereas mobile cellular causes a negative effect in high-income countries, but a positive effect in middle- & low-income countries. Second, the growth of the Internet and telephones raises the financial development in all regions, while mobile cellular growth positively affects financial development only in Africa. Finally, strong evidence appears that the PSTR models capture the smooth non-linear effects of ICT diffusion on financial development, in which the effect of ICT diffusion on financial development is positive in the lower level of ICT diffusion, but turns negative in the higher level of ICT diffusion.
•Understanding the effects of ICT on financial development between the high-income group and the middle- & low-income group.•The growth of the Internet and telephones raises financial development in all regions.•The mobile cellular growth positively affects financial development only in Africa.•Strong evidence shows that the PSTR models capture the smooth non-linear effects of ICT diffusion on financial development.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.telpol.2020.102023</doi></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0308-5961 |
ispartof | Telecommunications policy, 2020-10, Vol.44 (9), p.102023, Article 102023 |
issn | 0308-5961 1879-3258 |
language | eng |
recordid | cdi_proquest_journals_2460790413 |
source | International Bibliography of the Social Sciences (IBSS); ScienceDirect Freedom Collection 2022-2024; PAIS Index |
subjects | Communications technology Diffusion Diffusion effects Dynamic panel GMM Financial development ICT diffusion Income Information technology Internet Low income groups Panel smooth transition regression Telecommunications policy |
title | The non-linear relationship between ICT diffusion and financial development |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-17T11%3A40%3A52IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20non-linear%20relationship%20between%20ICT%20diffusion%20and%20financial%20development&rft.jtitle=Telecommunications%20policy&rft.au=Chien,%20Mei-Se&rft.date=2020-10-01&rft.volume=44&rft.issue=9&rft.spage=102023&rft.pages=102023-&rft.artnum=102023&rft.issn=0308-5961&rft.eissn=1879-3258&rft_id=info:doi/10.1016/j.telpol.2020.102023&rft_dat=%3Cproquest_cross%3E2460790413%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c399t-c14ed56c5dd5220b5a85719685cf1a4adb2637427fe462d63db34b541d8e64183%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2460790413&rft_id=info:pmid/&rfr_iscdi=true |