Factors influencing instructors’ intentions to use information technologies in higher education amid the pandemic

In today's world where digital transformation is taking place very strongly with the effect of the pandemic, there has been a transition from face-to-face education to online education. In this respect, examining variables that affect the instructors' intention to use these technologies du...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Education and information technologies 2021-07, Vol.26 (4), p.4795-4820
Hauptverfasser: Sahin, Ferhan, Dogan, Ezgi, Ilic, Ulas, Sahin, Yusuf Levent
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 4820
container_issue 4
container_start_page 4795
container_title Education and information technologies
container_volume 26
creator Sahin, Ferhan
Dogan, Ezgi
Ilic, Ulas
Sahin, Yusuf Levent
description In today's world where digital transformation is taking place very strongly with the effect of the pandemic, there has been a transition from face-to-face education to online education. In this respect, examining variables that affect the instructors' intention to use these technologies during the pandemic has a critical role in terms of the quality of education both during and after the pandemic. The purpose of the study is to determine the variables that affect the instructors’ intentions to use ITs by extending TAM and to examine the roles of individual differences (moderators) in the proposed model. Data were collected online from 321 faculty members working at various universities in fall semester 2020. PLS-SEM technique and multi-group analysis were used in data analysis. The proposed model explains 75.3% of the intention. The results showed that self-efficacy, perceived enjoyment, compatibility and facilitating conditions affect the intention to use IT. The most influential construct among these was compatibility. In addition, contrary to expectations, perceived usefulness and perceived ease of use, which are expressed as the most critical determinants, and openness and resistance to change, which are important personality traits, did not affect intention. The results provide valuable information about education during the pandemic, which can contribute to improving the quality of education during and after the pandemic. Multi-group analysis revealed that all of the moderators (gender, age, and experience) had an influence on the various relationships. Accordingly, implications for research and practice are discussed.
doi_str_mv 10.1007/s10639-021-10497-0
format Article
fullrecord <record><control><sourceid>gale_proqu</sourceid><recordid>TN_cdi_proquest_journals_2553402252</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A713712665</galeid><sourcerecordid>A713712665</sourcerecordid><originalsourceid>FETCH-LOGICAL-c386t-f370d84e85f5f6dd41ab617116b0fbe1b5d78abe003208afeb42a4b657dfb19d3</originalsourceid><addsrcrecordid>eNp9kcFq3DAQhk1oIWnaF-jJ0LOTkWRJ3mMITRMI5NKehSyNvApraSvJh976Gn29PknldSEUQtFBo5_vn9HwN81HAlcEQF5nAoLtOqCkI9DvZAdnzQXhknVSwPCm1kxARxmX5827nJ8BYCd7etHkO21KTLn1wR0WDMaHqda5pOWk__75qz4LhuJjyG2J7ZJxhWOa9aq1Bc0-xEOcPK5d2r2f9phatIvZAD1725Y9tkcdLM7evG_eOn3I-OHvfdl8u_v89fa-e3z68nB789gZNojSOSbBDj0O3HEnrO2JHgWRhIgR3Ihk5FYOekQARmHQDsee6n4UXFo3kp1ll82nre8xxe8L5qKe45JCHako56wHSjl9oSZ9QLVuVpI2s89G3UjCJKFC8EpdvULVc9ooBnS-6v8Y6GYwKeac0Klj8rNOPxQBtWamtsxUzUydMlNQTWwz5QqHCdPLj__j-gPo_ZwL</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2553402252</pqid></control><display><type>article</type><title>Factors influencing instructors’ intentions to use information technologies in higher education amid the pandemic</title><source>SpringerLink Journals</source><creator>Sahin, Ferhan ; Dogan, Ezgi ; Ilic, Ulas ; Sahin, Yusuf Levent</creator><creatorcontrib>Sahin, Ferhan ; Dogan, Ezgi ; Ilic, Ulas ; Sahin, Yusuf Levent</creatorcontrib><description>In today's world where digital transformation is taking place very strongly with the effect of the pandemic, there has been a transition from face-to-face education to online education. In this respect, examining variables that affect the instructors' intention to use these technologies during the pandemic has a critical role in terms of the quality of education both during and after the pandemic. The purpose of the study is to determine the variables that affect the instructors’ intentions to use ITs by extending TAM and to examine the roles of individual differences (moderators) in the proposed model. Data were collected online from 321 faculty members working at various universities in fall semester 2020. PLS-SEM technique and multi-group analysis were used in data analysis. The proposed model explains 75.3% of the intention. The results showed that self-efficacy, perceived enjoyment, compatibility and facilitating conditions affect the intention to use IT. The most influential construct among these was compatibility. In addition, contrary to expectations, perceived usefulness and perceived ease of use, which are expressed as the most critical determinants, and openness and resistance to change, which are important personality traits, did not affect intention. The results provide valuable information about education during the pandemic, which can contribute to improving the quality of education during and after the pandemic. Multi-group analysis revealed that all of the moderators (gender, age, and experience) had an influence on the various relationships. Accordingly, implications for research and practice are discussed.</description><identifier>ISSN: 1360-2357</identifier><identifier>EISSN: 1573-7608</identifier><identifier>DOI: 10.1007/s10639-021-10497-0</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Analysis ; College teachers ; Computer Appl. in Social and Behavioral Sciences ; Computer Science ; Computers and Education ; Data Analysis ; Distance Education ; Education ; Education, Higher ; Educational Quality ; Educational Technology ; Epidemics ; Individual Differences ; Information Systems Applications (incl.Internet) ; Intention ; Online education ; Pandemics ; Personality Traits ; Quality of education ; Self Efficacy ; Teachers ; Universities ; User Interfaces and Human Computer Interaction</subject><ispartof>Education and information technologies, 2021-07, Vol.26 (4), p.4795-4820</ispartof><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021</rights><rights>COPYRIGHT 2021 Springer</rights><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c386t-f370d84e85f5f6dd41ab617116b0fbe1b5d78abe003208afeb42a4b657dfb19d3</citedby><cites>FETCH-LOGICAL-c386t-f370d84e85f5f6dd41ab617116b0fbe1b5d78abe003208afeb42a4b657dfb19d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10639-021-10497-0$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10639-021-10497-0$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Sahin, Ferhan</creatorcontrib><creatorcontrib>Dogan, Ezgi</creatorcontrib><creatorcontrib>Ilic, Ulas</creatorcontrib><creatorcontrib>Sahin, Yusuf Levent</creatorcontrib><title>Factors influencing instructors’ intentions to use information technologies in higher education amid the pandemic</title><title>Education and information technologies</title><addtitle>Educ Inf Technol</addtitle><description>In today's world where digital transformation is taking place very strongly with the effect of the pandemic, there has been a transition from face-to-face education to online education. In this respect, examining variables that affect the instructors' intention to use these technologies during the pandemic has a critical role in terms of the quality of education both during and after the pandemic. The purpose of the study is to determine the variables that affect the instructors’ intentions to use ITs by extending TAM and to examine the roles of individual differences (moderators) in the proposed model. Data were collected online from 321 faculty members working at various universities in fall semester 2020. PLS-SEM technique and multi-group analysis were used in data analysis. The proposed model explains 75.3% of the intention. The results showed that self-efficacy, perceived enjoyment, compatibility and facilitating conditions affect the intention to use IT. The most influential construct among these was compatibility. In addition, contrary to expectations, perceived usefulness and perceived ease of use, which are expressed as the most critical determinants, and openness and resistance to change, which are important personality traits, did not affect intention. The results provide valuable information about education during the pandemic, which can contribute to improving the quality of education during and after the pandemic. Multi-group analysis revealed that all of the moderators (gender, age, and experience) had an influence on the various relationships. Accordingly, implications for research and practice are discussed.</description><subject>Analysis</subject><subject>College teachers</subject><subject>Computer Appl. in Social and Behavioral Sciences</subject><subject>Computer Science</subject><subject>Computers and Education</subject><subject>Data Analysis</subject><subject>Distance Education</subject><subject>Education</subject><subject>Education, Higher</subject><subject>Educational Quality</subject><subject>Educational Technology</subject><subject>Epidemics</subject><subject>Individual Differences</subject><subject>Information Systems Applications (incl.Internet)</subject><subject>Intention</subject><subject>Online education</subject><subject>Pandemics</subject><subject>Personality Traits</subject><subject>Quality of education</subject><subject>Self Efficacy</subject><subject>Teachers</subject><subject>Universities</subject><subject>User Interfaces and Human Computer Interaction</subject><issn>1360-2357</issn><issn>1573-7608</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>8G5</sourceid><sourceid>BENPR</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNp9kcFq3DAQhk1oIWnaF-jJ0LOTkWRJ3mMITRMI5NKehSyNvApraSvJh976Gn29PknldSEUQtFBo5_vn9HwN81HAlcEQF5nAoLtOqCkI9DvZAdnzQXhknVSwPCm1kxARxmX5827nJ8BYCd7etHkO21KTLn1wR0WDMaHqda5pOWk__75qz4LhuJjyG2J7ZJxhWOa9aq1Bc0-xEOcPK5d2r2f9phatIvZAD1725Y9tkcdLM7evG_eOn3I-OHvfdl8u_v89fa-e3z68nB789gZNojSOSbBDj0O3HEnrO2JHgWRhIgR3Ihk5FYOekQARmHQDsee6n4UXFo3kp1ll82nre8xxe8L5qKe45JCHako56wHSjl9oSZ9QLVuVpI2s89G3UjCJKFC8EpdvULVc9ooBnS-6v8Y6GYwKeac0Klj8rNOPxQBtWamtsxUzUydMlNQTWwz5QqHCdPLj__j-gPo_ZwL</recordid><startdate>20210701</startdate><enddate>20210701</enddate><creator>Sahin, Ferhan</creator><creator>Dogan, Ezgi</creator><creator>Ilic, Ulas</creator><creator>Sahin, Yusuf Levent</creator><general>Springer US</general><general>Springer</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>0-V</scope><scope>3V.</scope><scope>7XB</scope><scope>88B</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ALSLI</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>CJNVE</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>M0P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PHGZM</scope><scope>PHGZT</scope><scope>PKEHL</scope><scope>PQEDU</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope></search><sort><creationdate>20210701</creationdate><title>Factors influencing instructors’ intentions to use information technologies in higher education amid the pandemic</title><author>Sahin, Ferhan ; Dogan, Ezgi ; Ilic, Ulas ; Sahin, Yusuf Levent</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c386t-f370d84e85f5f6dd41ab617116b0fbe1b5d78abe003208afeb42a4b657dfb19d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Analysis</topic><topic>College teachers</topic><topic>Computer Appl. in Social and Behavioral Sciences</topic><topic>Computer Science</topic><topic>Computers and Education</topic><topic>Data Analysis</topic><topic>Distance Education</topic><topic>Education</topic><topic>Education, Higher</topic><topic>Educational Quality</topic><topic>Educational Technology</topic><topic>Epidemics</topic><topic>Individual Differences</topic><topic>Information Systems Applications (incl.Internet)</topic><topic>Intention</topic><topic>Online education</topic><topic>Pandemics</topic><topic>Personality Traits</topic><topic>Quality of education</topic><topic>Self Efficacy</topic><topic>Teachers</topic><topic>Universities</topic><topic>User Interfaces and Human Computer Interaction</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sahin, Ferhan</creatorcontrib><creatorcontrib>Dogan, Ezgi</creatorcontrib><creatorcontrib>Ilic, Ulas</creatorcontrib><creatorcontrib>Sahin, Yusuf Levent</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Social Sciences Premium Collection</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Education Database (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Social Science Premium Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Education Collection</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>Education Database</collection><collection>Research Library</collection><collection>Research Library (Corporate)</collection><collection>ProQuest Central (New)</collection><collection>ProQuest One Academic (New)</collection><collection>ProQuest One Academic Middle East (New)</collection><collection>ProQuest One Education</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><jtitle>Education and information technologies</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sahin, Ferhan</au><au>Dogan, Ezgi</au><au>Ilic, Ulas</au><au>Sahin, Yusuf Levent</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Factors influencing instructors’ intentions to use information technologies in higher education amid the pandemic</atitle><jtitle>Education and information technologies</jtitle><stitle>Educ Inf Technol</stitle><date>2021-07-01</date><risdate>2021</risdate><volume>26</volume><issue>4</issue><spage>4795</spage><epage>4820</epage><pages>4795-4820</pages><issn>1360-2357</issn><eissn>1573-7608</eissn><abstract>In today's world where digital transformation is taking place very strongly with the effect of the pandemic, there has been a transition from face-to-face education to online education. In this respect, examining variables that affect the instructors' intention to use these technologies during the pandemic has a critical role in terms of the quality of education both during and after the pandemic. The purpose of the study is to determine the variables that affect the instructors’ intentions to use ITs by extending TAM and to examine the roles of individual differences (moderators) in the proposed model. Data were collected online from 321 faculty members working at various universities in fall semester 2020. PLS-SEM technique and multi-group analysis were used in data analysis. The proposed model explains 75.3% of the intention. The results showed that self-efficacy, perceived enjoyment, compatibility and facilitating conditions affect the intention to use IT. The most influential construct among these was compatibility. In addition, contrary to expectations, perceived usefulness and perceived ease of use, which are expressed as the most critical determinants, and openness and resistance to change, which are important personality traits, did not affect intention. The results provide valuable information about education during the pandemic, which can contribute to improving the quality of education during and after the pandemic. Multi-group analysis revealed that all of the moderators (gender, age, and experience) had an influence on the various relationships. Accordingly, implications for research and practice are discussed.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s10639-021-10497-0</doi><tpages>26</tpages></addata></record>
fulltext fulltext
identifier ISSN: 1360-2357
ispartof Education and information technologies, 2021-07, Vol.26 (4), p.4795-4820
issn 1360-2357
1573-7608
language eng
recordid cdi_proquest_journals_2553402252
source SpringerLink Journals
subjects Analysis
College teachers
Computer Appl. in Social and Behavioral Sciences
Computer Science
Computers and Education
Data Analysis
Distance Education
Education
Education, Higher
Educational Quality
Educational Technology
Epidemics
Individual Differences
Information Systems Applications (incl.Internet)
Intention
Online education
Pandemics
Personality Traits
Quality of education
Self Efficacy
Teachers
Universities
User Interfaces and Human Computer Interaction
title Factors influencing instructors’ intentions to use information technologies in higher education amid the pandemic
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-15T01%3A21%3A57IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_proqu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Factors%20influencing%20instructors%E2%80%99%20intentions%20to%20use%20information%20technologies%20in%20higher%20education%20amid%20the%20pandemic&rft.jtitle=Education%20and%20information%20technologies&rft.au=Sahin,%20Ferhan&rft.date=2021-07-01&rft.volume=26&rft.issue=4&rft.spage=4795&rft.epage=4820&rft.pages=4795-4820&rft.issn=1360-2357&rft.eissn=1573-7608&rft_id=info:doi/10.1007/s10639-021-10497-0&rft_dat=%3Cgale_proqu%3EA713712665%3C/gale_proqu%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2553402252&rft_id=info:pmid/&rft_galeid=A713712665&rfr_iscdi=true