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<journal-id journal-id-type="publisher-id">Front. Educ.</journal-id>
<journal-title>Frontiers in Education</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Educ.</abbrev-journal-title>
<issn pub-type="epub">2504-284X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/feduc.2023.1223665</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Education</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The impact of pedagogical and ICT training in teachers&#x2019; approaches to online teaching and use of digital tools</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Haarala-Muhonen</surname>
<given-names>Anne</given-names>
</name>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2303853/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Myyry</surname>
<given-names>Liisa</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/732781/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Py&#x00F6;r&#x00E4;l&#x00E4;</surname>
<given-names>Eeva</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1577937/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kallunki</surname>
<given-names>Veera</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1496394/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Anttila</surname>
<given-names>Henrika</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1439031/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Katajavuori</surname>
<given-names>Nina</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1867853/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kinnunen</surname>
<given-names>P&#x00E4;ivi</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1629739/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tuononen</surname>
<given-names>Tarja</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1353023/overview"/>
</contrib>
</contrib-group>
<aff><institution>Faculty of Educational Sciences, Centre for University Teaching and Learning, University of Helsinki</institution>, <addr-line>Helsinki</addr-line>, <country>Finland</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: David Rodriguez-Gomez, Universitat Aut&#x00F2;noma de Barcelona, Spain</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Delf&#x00ED;n Ortega-S&#x00E1;nchez, University of Burgos, Spain; Warren Kidd, University of East London, United Kingdom</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Anne Haarala-Muhonen, <email>anne.haarala-muhonen@helsinki.fi</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>09</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>8</volume>
<elocation-id>1223665</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Haarala-Muhonen, Myyry, Py&#x00F6;r&#x00E4;l&#x00E4;, Kallunki, Anttila, Katajavuori, Kinnunen and Tuononen.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Haarala-Muhonen, Myyry, Py&#x00F6;r&#x00E4;l&#x00E4;, Kallunki, Anttila, Katajavuori, Kinnunen and Tuononen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>This study examines the relationship between teachers&#x2019; pedagogical and ICT training, their approaches to online teaching and the use of digital tools. The participants were 265, teachers from the large multi-disciplinary university in Finland. The data was collected in May&#x2013;June 2020 during the early stages of COVID-19 pandemic. The results showed that teachers used digital tools more for delivering information and less for activating students. The study revealed that pedagogical training enhanced teachers&#x2019; learning-focused approach to online teaching and diverse use of digital tools. Contrary to expectations, teachers&#x2019; ICT training was not related to the use of digital tools. Therefore, it is important to provide pedagogical training to support teachers in implementing teaching in diverse teaching-learning environments and enhance building an online teaching, in which digital tools are used to promote interaction in online environment.</p>
</abstract>
<kwd-group>
<kwd>pedagogical training</kwd>
<kwd>ICT training</kwd>
<kwd>approaches to online teaching</kwd>
<kwd>digital tools in teaching</kwd>
<kwd>higher education</kwd>
</kwd-group>
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<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="85"/>
<page-count count="10"/>
<word-count count="8848"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Higher Education</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>The current higher education teaching-learning environment is complex and blended. Teachers need to be able to implement versatile pedagogical practices and incorporate digital tools, applications and materials into their courses to support students in achieving the desired learning outcomes. The COVID-19 has had a broad impact on teaching and learning activities at different levels during lock down and after pandemic (<xref ref-type="bibr" rid="ref40">Kovacs et al., 2021</xref>; <xref ref-type="bibr" rid="ref45">Maity et al., 2021</xref>; <xref ref-type="bibr" rid="ref53">Oliveira et al., 2021</xref>; <xref ref-type="bibr" rid="ref83">Yau et al., 2022</xref>), increasing not only the number of online courses but also new kinds of hybrid teaching courses in which students are able to attend face-to-face teaching on campus and also participate in synchronous or asynchronous online teaching. This has required teachers to be aware of learning technologies and digital tools and above all, know how to make meaningful use of them to support student learning. It has been suggested that teacher-student interaction in online teaching is even more important for student learning than in face-to face teaching (<xref ref-type="bibr" rid="ref6">Carter and Rukholm, 2008</xref>; <xref ref-type="bibr" rid="ref74">Sun et al., 2022</xref>). Moreover, creating diverse interactive learning environments that support student learning requires pedagogical skills. However, studies show that university teachers are a very heterogeneous group in both their pedagogical and digital skills (e.g., <xref ref-type="bibr" rid="ref57">Postareff and Lindblom-Yl&#x00E4;nne, 2008</xref>; <xref ref-type="bibr" rid="ref69">Scherer et al., 2021</xref>). Teachers with formal pedagogical training invest more in aligning the design and implementation of their teaching and consider the impact of teaching and assessment methods on student learning (<xref ref-type="bibr" rid="ref59">Postareff et al., 2007</xref>, <xref ref-type="bibr" rid="ref60">2008</xref>). There is evidence that pedagogical training may have an influence on teachers&#x2019; views of teaching and enhance teachers&#x2019; confidence as a teacher (<xref ref-type="bibr" rid="ref52">&#x00D6;dalen et al., 2019</xref>; <xref ref-type="bibr" rid="ref80">Vilppu et al., 2019</xref>). While ICT training has been found to focus on familiarization with technologies, leaving behind pedagogical aspects (<xref ref-type="bibr" rid="ref66">R&#x00F8;kenes and Krumsvik, 2014</xref>; <xref ref-type="bibr" rid="ref19">Fern&#x00E1;ndez-Batanero et al., 2022</xref>). Furthermore, teachers&#x2019; approaches to teaching (i.e., whether teaching is seen as presenting factual knowledge and/or facilitating students&#x2019; learning) reflect the use of teaching methods and the learning environment (<xref ref-type="bibr" rid="ref57">Postareff and Lindblom-Yl&#x00E4;nne, 2008</xref>). Previous studies have shown that university teachers&#x2019; approaches to teaching vary in face-to-face contexts (e.g., <xref ref-type="bibr" rid="ref35">Kember and Kwan, 2000</xref>; <xref ref-type="bibr" rid="ref57">Postareff and Lindblom-Yl&#x00E4;nne, 2008</xref>; <xref ref-type="bibr" rid="ref73">Stes and Van Petegem, 2014</xref>), however, there is still little knowledge about how teachers&#x2019; approaches to teaching vary in online teaching. Previous review study showed that earlier studies have not focused on the teachers&#x2019; pedagogical training in online teaching (<xref ref-type="bibr" rid="ref17">Farias-Gaytan et al., 2023</xref>). Therefore, it is important to explore the role of pedagogical and ICT training in approaches to online teaching and the use of digital tools. In this study we are focusing on role of pedagogical and technological training at the teachers pedagogical and technological skills in online teaching in May&#x2013;June 2020 the early stages of COVID-19 from the large multi-disciplinary university in Finland.</p>
<sec id="sec2">
<title>Pedagogical training and ICT training</title>
<p>Voluntary pedagogical training is provided for university teachers in many countries (<xref ref-type="bibr" rid="ref52">&#x00D6;dalen et al., 2019</xref>; <xref ref-type="bibr" rid="ref80">Vilppu et al., 2019</xref>). The content and extent of pedagogical training can vary between universities, however, the aim is to support university students&#x2019; learning and teachers&#x2019; pedagogical skills (e.g., <xref ref-type="bibr" rid="ref16">European Commission, 2013</xref>). The positive effect of pedagogical training on teachers&#x2019; conceptions, teaching practices, reflective skills and confidence has been shown in many studies (<xref ref-type="bibr" rid="ref29">Ho et al., 2001</xref>; <xref ref-type="bibr" rid="ref59">Postareff et al., 2007</xref>; <xref ref-type="bibr" rid="ref42">Light and Calkins, 2008</xref>; <xref ref-type="bibr" rid="ref34">Karm, 2010</xref>; <xref ref-type="bibr" rid="ref52">&#x00D6;dalen et al., 2019</xref>; <xref ref-type="bibr" rid="ref80">Vilppu et al., 2019</xref>). However, there are also studies that show no differences in teaching practices between the teachers with pedagogical training and no training (<xref ref-type="bibr" rid="ref51">Norton et al., 2005</xref>). In addition, there is contradictory evidence on the effects of pedagogical training of different lengths; some studies indicate that long periods of pedagogical training may be required (<xref ref-type="bibr" rid="ref20">Gibbs and Coffey, 2004</xref>; <xref ref-type="bibr" rid="ref59">Postareff et al., 2007</xref>) but a few studies show that even short training periods can have a positive influence on teachers&#x2019; conceptions (<xref ref-type="bibr" rid="ref80">Vilppu et al., 2019</xref>).</p>
<p>In addition to pedagogical training, it is important that teachers have an opportunity to be trained on the use of educational technology as the demand for online courses has grown, and adaptation for future society, e. g. working life requires equipping students with digital competence (<xref ref-type="bibr" rid="ref63">Redecker and Punie, 2017</xref>; <xref ref-type="bibr" rid="ref01">Kallunki et al., 2023</xref>). However, there is evidence teachers&#x2019; technological training is insufficient and, it is problematic that the technological training usually lacks a pedagogical basis but focuses more on technological aspects (<xref ref-type="bibr" rid="ref19">Fern&#x00E1;ndez-Batanero et al., 2022</xref>; <xref ref-type="bibr" rid="ref39">Kolil and Achuthan, 2022</xref>). Indeed, <xref ref-type="bibr" rid="ref25">Gudmundsdottir and Hatlevik (2018)</xref> emphasizes the need to integrate ICT training into the pedagogical context but still doubts its transfer into actual teaching practices. Similarly, <xref ref-type="bibr" rid="ref66">R&#x00F8;kenes and Krumsvik (2014)</xref> found that ICT training focused mostly on the organization and infrastructure of ICT training, rather than on how ICT could be implemented in learning practices. Moreover, <xref ref-type="bibr" rid="ref15">Esteve-Mon et al. (2020)</xref> concluded that technological skills seem to be generally higher than pedagogical skills and that pedagogical training was crucial for adequate digital teaching competence of higher education teachers. Therefore, there is a need for integrative training in which pedagogical and technological aspects are integrated (<xref ref-type="bibr" rid="ref56">Pongsakdi et al., 2021</xref>).</p>
<p>Building on <xref ref-type="bibr" rid="ref71">Shulman&#x2019;s (1987)</xref> work on pedagogical content knowledge, <xref ref-type="bibr" rid="ref48">Mishra and Koehler (2006)</xref> presented a Technological Pedagogical Content Knowledge (TPACK) framework that integrated digital technology knowledge with pedagogical content knowledge. The model is widely applied in educational technology research is the TPACK that is used in diverse contexts (e.g., <xref ref-type="bibr" rid="ref1">Almerich et al., 2016</xref>; <xref ref-type="bibr" rid="ref46">Marcelo and Yot-Dom&#x00ED;niguez, 2019</xref>; <xref ref-type="bibr" rid="ref15">Esteve-Mon et al., 2020</xref>; <xref ref-type="bibr" rid="ref69">Scherer et al., 2021</xref>; <xref ref-type="bibr" rid="ref54">Ortega-S&#x00E1;nchez, 2023</xref>). The TPACK distinguishes three types of teacher knowledge: content, pedagogical and technological knowledge (<xref ref-type="bibr" rid="ref48">Mishra and Koehler, 2006</xref>). By integration of content, technology and pedagogy it represents the different skills that a university teacher needs to teach in diverse teaching-teaching learning environments (<xref ref-type="bibr" rid="ref37">Koehler et al., 2013</xref>). The more the three areas overlap, and the more aware teachers are of the complex interactions between them, the more effective teaching becomes when using digital tools (<xref ref-type="bibr" rid="ref36">Koehler and Mishra, 2009</xref>). Thus, <xref ref-type="bibr" rid="ref48">Mishra and Koehler (2006)</xref> have claimed that knowing how to use technology does not ensure that one knows how to utilize it in teaching.</p>
<p>Some recent studies applying the TPACK framework show that different forms of training in digital pedagogy can enhance teachers&#x2019; skills and confidence in digital teaching (<xref ref-type="bibr" rid="ref5">Brinkley-Etzkorn, 2018</xref>; <xref ref-type="bibr" rid="ref38">Koh, 2020</xref>; <xref ref-type="bibr" rid="ref56">Pongsakdi et al., 2021</xref>; <xref ref-type="bibr" rid="ref12">Diamah et al., 2022</xref>). However, research examining how teachers&#x2019; skills in terms of TPACK are related to their training is scarce and mainly carried out among pre-service and in-service teachers and focused on the academic degree (e.g., <xref ref-type="bibr" rid="ref44">Luik et al., 2018</xref>; <xref ref-type="bibr" rid="ref12">Diamah et al., 2022</xref>; <xref ref-type="bibr" rid="ref30">Ibrohim et al., 2022</xref>; <xref ref-type="bibr" rid="ref43">Long et al., 2022</xref>; <xref ref-type="bibr" rid="ref54">Ortega-S&#x00E1;nchez, 2023</xref>). In the studies focusing on higher education teachers, it seems that either age (<xref ref-type="bibr" rid="ref10">Cubeles and Riu, 2018</xref>) or the academic degree (<xref ref-type="bibr" rid="ref8">Cast&#x00E9;ra et al., 2020</xref>) are not linked to TPACK dimensions. <xref ref-type="bibr" rid="ref54">Ortega-S&#x00E1;nchez (2023)</xref> also observed that among student teachers the scores of TPACK model&#x2019;s dimensions did not increase as their studies progressed. In particular, the relationship of voluntary pedagogical and ICT training to the TPACK model has not been studied much among higher education teachers.</p>
</sec>
<sec id="sec3">
<title>Approaches to teaching in an online environment</title>
<p>Approaches to teaching refer to teaching intentions and strategies and reflect teachers&#x2019; conceptions of teaching and learning (<xref ref-type="bibr" rid="ref77">Trigwell et al., 1994</xref>). Studies have identified two approaches to teaching: a content-focused and a learning-focused approach. In a content-focused approach, the teacher focuses on content and sharing information students play a more or less passive role in their own learning (<xref ref-type="bibr" rid="ref35">Kember and Kwan, 2000</xref>; <xref ref-type="bibr" rid="ref75">Trigwell and Prosser, 2004</xref>; <xref ref-type="bibr" rid="ref57">Postareff and Lindblom-Yl&#x00E4;nne, 2008</xref>). <xref ref-type="bibr" rid="ref76">Trigwell et al., 2005</xref> also state that forward planning of teaching, management skills and the ability to use ICT are important aspects in content-focused teaching. In a learning-focused approach, teachers focus on students&#x2019; learning and emphasize students&#x2019; active role in the construction of their own knowledge by using a variety of active teaching methods and formative assessment to support student learning (<xref ref-type="bibr" rid="ref35">Kember and Kwan, 2000</xref>; <xref ref-type="bibr" rid="ref76">Trigwell et al., 2005</xref>; <xref ref-type="bibr" rid="ref59">Postareff et al., 2007</xref>; <xref ref-type="bibr" rid="ref57">Postareff and Lindblom-Yl&#x00E4;nne, 2008</xref>). The content is also important in a learning-focused teaching, but in the content is taught by activating students, not just sharing information. It should be noted that these two approaches to teaching should not be viewed as contrasting conceptions of teaching, but rather as a continuum in which teachers can adopt both approaches in their teaching and combine them (<xref ref-type="bibr" rid="ref58">Postareff and Lindblom-Yl&#x00E4;nne, 2011</xref>; <xref ref-type="bibr" rid="ref73">Stes and Van Petegem, 2014</xref>). There is evidence that teachers&#x2019; approaches to teaching have evolved toward a more learning-focused approach after pedagogical training, in other words, their thinking about teaching and the strategies they implement in teaching have developed or changed (<xref ref-type="bibr" rid="ref77">Trigwell et al., 1994</xref>; <xref ref-type="bibr" rid="ref29">Ho et al., 2001</xref>; <xref ref-type="bibr" rid="ref59">Postareff et al., 2007</xref>; <xref ref-type="bibr" rid="ref21">Ginns et al., 2008</xref>; <xref ref-type="bibr" rid="ref80">Vilppu et al., 2019</xref>).</p>
<p>Approaches to teaching studies have been mostly explored in physical teaching and learning environment (e.g., <xref ref-type="bibr" rid="ref62">Prosser and Trigwell, 2006</xref>; <xref ref-type="bibr" rid="ref57">Postareff and Lindblom-Yl&#x00E4;nne, 2008</xref>). Studies have shown that university teachers&#x2019; approaches to teaching can vary in these contexts (e.g., <xref ref-type="bibr" rid="ref35">Kember and Kwan, 2000</xref>; <xref ref-type="bibr" rid="ref57">Postareff and Lindblom-Yl&#x00E4;nne, 2008</xref>; <xref ref-type="bibr" rid="ref73">Stes and Van Petegem, 2014</xref>). Moreover, it has been found that teachers are tended to change learning-focused approach to content-focused approach if the teaching environment is not favorable, for example, a teacher has very little control over how and what you teach or the support from the department is insufficient or the size of the class is experienced too large (<xref ref-type="bibr" rid="ref61">Prosser and Trigwell, 1997</xref>). Furthermore, supportive environment has influenced positively to teachers&#x2019; technology integration such as technical support, professional development possibilities and collaboration opportunities with colleagues (<xref ref-type="bibr" rid="ref22">Glassett and Schrum, 2009</xref>; <xref ref-type="bibr" rid="ref79">van der Rijst et al., 2019</xref>). Therefore, this phenomenon should also be explored in online environments as their use has increased (<xref ref-type="bibr" rid="ref33">Jensen et al., 2020</xref>).</p>
<p>Only a few studies have focused on of approaches to teaching in an online environment and these approaches have similarities to above mentioned approaches that have found physical teaching and learning environments (e.g., <xref ref-type="bibr" rid="ref65">Roberts, 2003</xref>; <xref ref-type="bibr" rid="ref13">Ellis et al., 2006</xref>; <xref ref-type="bibr" rid="ref50">Nevgi et al., 2010</xref>; <xref ref-type="bibr" rid="ref23">Gonz&#x00E1;lez, 2011</xref>, <xref ref-type="bibr" rid="ref24">2013</xref>; <xref ref-type="bibr" rid="ref41">Lameras et al., 2012</xref>; <xref ref-type="bibr" rid="ref3">Badia et al., 2017</xref>; <xref ref-type="bibr" rid="ref33">Jensen et al., 2020</xref>). For example <xref ref-type="bibr" rid="ref23">Gonz&#x00E1;lez (2011</xref>, <xref ref-type="bibr" rid="ref24">2013)</xref> and <xref ref-type="bibr" rid="ref3">Badia et al. (2017)</xref> have identified information transmission and content acquisition approaches that aim to transmit knowledge from teachers to students (e.g., provide easy access to course materials, offer up-to-date materials and provide administrative information to students); thus, they are similar to <xref ref-type="bibr" rid="ref62">Prosser and Trigwell&#x2019;s (2006)</xref> content-focused approach to teaching. In addition, it has been identified two approaches namely communication and collaboration-knowledge building which focus on helping students to develop their own understanding and knowledge as well as support their active role in their own learning (<xref ref-type="bibr" rid="ref23">Gonz&#x00E1;lez, 2011</xref>, <xref ref-type="bibr" rid="ref24">2013</xref>), and thus closely like learning-focused approach (<xref ref-type="bibr" rid="ref77">Trigwell et al., 1994</xref>). Interestingly, <xref ref-type="bibr" rid="ref50">Nevgi et al. (2010)</xref> found that content-focused approach to use ICT in teaching was related to use of digital tools whereas no relationship was found between a learning-focused approach and the use digital tools. On the other hand, it has been considered that a learning-focused approach is necessary for the successful integration of ICT in teaching (<xref ref-type="bibr" rid="ref22">Glassett and Schrum, 2009</xref>).</p>
</sec>
<sec id="sec4">
<title>The use of digital tools in teaching</title>
<p>Educational technology can be used for several purposes in fostering learning, such as supporting collaborative learning and knowledge building (<xref ref-type="bibr" rid="ref27">H&#x00E4;kkinen and H&#x00E4;m&#x00E4;l&#x00E4;inen, 2012</xref>; <xref ref-type="bibr" rid="ref11">Deng and Tavares, 2013</xref>), providing feedback to students and monitoring their learning progress (<xref ref-type="bibr" rid="ref32">J&#x00E4;&#x00E4;skel&#x00E4; et al., 2017</xref>). It can also be part of implementing online exams and learning assessments (<xref ref-type="bibr" rid="ref49">Myyry and Joutsenvirta, 2015</xref>; <xref ref-type="bibr" rid="ref46">Marcelo and Yot-Dom&#x00ED;niguez, 2019</xref>). In addition, educational technology can be used to enhance the design and use of student-centred learning environments that emphasize learners&#x2019; active role in their own learning process and social interaction (<xref ref-type="bibr" rid="ref28">Hannafin and Land, 1997</xref>; <xref ref-type="bibr" rid="ref55">Ottenbreit-Leftwich et al., 2010</xref>; <xref ref-type="bibr" rid="ref64">Reigeluth, 2014</xref>; <xref ref-type="bibr" rid="ref33">Jensen et al., 2020</xref>).</p>
<p>Previous studies from different countries have shown that despite efforts to increase and improve digital teaching and learning in universities in different cultures, both teachers and students use of digital technology is rather limited (e.g., <xref ref-type="bibr" rid="ref4">Bond et al., 2018</xref>; <xref ref-type="bibr" rid="ref2">Amhag et al., 2019</xref>; <xref ref-type="bibr" rid="ref18">Ferede et al., 2023</xref>; <xref ref-type="bibr" rid="ref72">S&#x00F6;derlund et al., 2023</xref>). It is claimed that teachers&#x2019; ICT training should take adequate time to learn and reflect upon new skills and knowledge, short-term training seems to be inefficient (<xref ref-type="bibr" rid="ref31">Inamorato dos Santos et al., 2019</xref>). Research conducted during COVID-19 also shows that the pedagogical and didactic use of digital technologies to support students learning remains at a lower level among university teachers than in other aspects of use of ICT (e.g., <xref ref-type="bibr" rid="ref81">Weidlich and Kalz, 2021</xref>; <xref ref-type="bibr" rid="ref68">S&#x00E1;nchez-Caball&#x00E9; and Esteve-Mon, 2022</xref>). Further, it has been found that teachers have been replicating face-to-face lessons to online teaching environments and in doing so, the new pedagogical possibilities offered by ICT have possibly been lost (<xref ref-type="bibr" rid="ref7">Casado-Aranda et al., 2021</xref>; <xref ref-type="bibr" rid="ref78">Usher et al., 2021</xref>). To understand these discrepancies, it is important to examine how concepts related to teaching and learning, such as approaches to online teaching are related to the use of digital technologies in teaching. Teachers&#x2019; pedagogical training, approaches to online teaching and the use of digital tools have been studied separately (e.g., <xref ref-type="bibr" rid="ref57">Postareff and Lindblom-Yl&#x00E4;nne, 2008</xref>; <xref ref-type="bibr" rid="ref24">Gonz&#x00E1;lez, 2013</xref>; <xref ref-type="bibr" rid="ref4">Bond et al., 2018</xref>; <xref ref-type="bibr" rid="ref69">Scherer et al., 2021</xref>). Furthermore, as there is contradictory evidence of pedagogical and ICT training and only little research of approaches to online teaching, it is important to explore how the extent of pedagogical training is related to teachers&#x2019; approaches to online teaching and the use of digital tools.</p>
</sec>
<sec id="sec5">
<title>Aims and research questions</title>
<p>The aim of this study is to explore therelationship of pedagogical and ICT training in university teachers&#x2019; approaches to online teaching and the use of digital tools.</p>
<p>Research questions:</p>
<list list-type="order">
<list-item>
<p>How are teachers&#x2019; pedagogical and ICT training related to their approaches to online teaching?</p>
</list-item>
<list-item>
<p>How are teachers&#x2019; pedagogical and ICT training related to their usage of digital tools?</p>
</list-item>
</list>
</sec>
<sec id="sec6">
<title>Context</title>
<sec id="sec7">
<title>Development of digital teaching and learning in a multidisciplinary university</title>
<p>In our study, we examine teachers&#x2019; digital teaching at a large multidisciplinary university in Finland. The university is divided into 11 faculties on four campuses with an academic community of about 4,000 teachers and researchers and 35,000 students. The university has a Centre for University Teaching and Learning that offers university pedagogy courses that are not mandatory for teachers but are considered to add merit when they apply for academic positions. University pedagogy training consists of several five-ECTS (European Credit Transfer and Accumulation System) courses that can be completed for up to 60 credits; thus, a participant can achieve a broad, formal teacher qualification. The content and extent of pedagogical training is similar to that offered at other universities in Finland (<xref ref-type="bibr" rid="ref80">Vilppu et al., 2019</xref>). Courses deal with learning and teaching in university, assessment, supervision, pedagogical leadership, curriculum development, and research-based development of one&#x2019;s own teaching. Digital tools such as Moodle learning platform and Flinga collaborative tool are used in the courses and thus teachers can learn how to utilise them in their own teaching. In addition, a few pedagogical courses have also organized in full online even before the Covid-19. Many academic staff members of the university under review have voluntarily completed pedagogical courses (<xref ref-type="bibr" rid="ref67">Saari Frimodig, 2009</xref>), typically they complete 10&#x2013;25 ECTS pedagogical courses.</p>
<p>In addition, teachers are offered ICT training and receive personal support in implementing online teaching and assessment from the Educational Technology Services. Technological training duration varies form 1 to 3&#x2009;h and it has merely focused for the training of digital tools used by the university such as Moodle and Mooc including contents of interaction, feedback and assessment. In addition, self-study materials, e.g., from Zoom, Teams, Flinga (collaborative tool for co-creation) and Presemo (tool for questions and voting) are offered.</p>
<p>Between 2017 and 2020, online learning was seen as one of the strategic goals of the University. However, in most courses before the COVID-19, teachers used the Moodle online learning environment. The extent to which it was used to support student learning varied considerably from mere distribution of digital learning materials to the utilization of ICT training (e.g., applying student activation functionalities) as a significant part of the course activities. Still, prior to the COVID-19, almost all courses were implemented as face-to-face instruction, with digitalisation being used as a complementary element of the course.</p>
</sec>
</sec>
</sec>
<sec sec-type="methods" id="sec8">
<title>Methods</title>
<sec id="sec9">
<title>Participants</title>
<p>A total of 273 higher education teachers from the large multi-disciplinary university in Finland responded to the online survey from 19th of May to 2nd of June in 2020 at the beginning of the COVID-19. The questionnaire was sent to teaching and research staff in seven faculties divided into three groups of academic fields: humanities and social sciences (teachers in the faculties of arts, education, law and theology: 47%), health sciences (teachers in the faculties of medicine and pharmacy: 26%) and natural sciences (teachers in the faculty of science: 27%). The faculties were chosen because they represent different academic fields, both humanistic and natural sciences, and versatile teaching methods (lectures, seminars, exercises, laboratory work, field courses, workshops and practical training). Eight of the respondents did not consent to the use of their answers in the study so the final sample size was 265. The exact response rate was difficult to estimate because the link to the questionnaire was sent to all teaching and research staff members in the target faculties. According to the university statistics on teaching and research staff, the invitation to participate was sent to about 1,920 staff members and the approximate response rate was 14%.</p>
<p>Most of the participants were university lecturers or clinical teachers (44%, <italic>n</italic>&#x2009;=&#x2009;117). In addition, respondents included professors (25%, <italic>n</italic>&#x2009;=&#x2009;65); postdoctoral researchers (10%, <italic>n</italic>&#x2009;=&#x2009;26); university teachers (6%, <italic>n</italic>&#x2009;=&#x2009;16) and doctoral students (5%, <italic>n</italic>&#x2009;=&#x2009;14). Of the participants, 137 (53%) were female, 113 male (44%), and 10 reported gender as other and five responses were missing a gender classification. Most of the participants were from the faculties of arts (33%), science (27%), and medicine (19%). In addition, respondents came from faculties of pharmacy (6%), theology 6%, law (5%), and education (3%).</p>
<p>More than one-third of the respondents had more than 20&#x2009;years of teaching experience (34%, <italic>n</italic>&#x2009;=&#x2009;89); 29% had 11&#x2013;20&#x2009;years, 29% had 4&#x2013;10 years and 8% had 3 years or less of teaching experience. Most of the teachers had pedagogical training. More precisely, 19% (<italic>n</italic>&#x2009;=&#x2009;50) of the participants had no pedagogical training, 22% (<italic>n</italic>&#x2009;=&#x2009;58) had 1&#x2013;10 credits, 26% (<italic>n</italic>&#x2009;=&#x2009;69) had 11&#x2013;24 credits and 33% (<italic>n</italic>&#x2009;=&#x2009;87) had 25 or more credits. Of the participants, 28% had a teacher qualification. Most of the teachers (48%, <italic>n</italic>&#x2009;=&#x2009;126) had participated in ICT training one to three times, 20% (<italic>n</italic>&#x2009;=&#x2009;53) more than three times and 32% (<italic>n</italic>&#x2009;=&#x2009;84) had not participated in ICT training.</p>
</sec>
<sec id="sec10">
<title>Design and procedure</title>
<p>The research design was cross-sectional (<xref ref-type="bibr" rid="ref47">Matthews and Ross, 2010</xref>). A link to the questionnaire was sent via email and was followed by one reminder. Participation was voluntary and no compensation was provided. Ethical review and approval were not required for the study on human participants in accordance with the local legislation and institutional requirements (Finnish National Board on Research Integrity, 2019: <ext-link xlink:href="https://tenk.fi/en/ethical-review" ext-link-type="uri">https://tenk.fi/en/ethical-review</ext-link>). The questionnaire included a section asking respondents for consent to use the answers for research purposes.</p>
<p>The questionnaire consisted of questions about how and what purposes the participants had used digital tools in teaching and their beliefs about the use of digital tools in teaching over the last 2 years (2018&#x2013;2020) and questions about their participation in pedagogical and ICT training and demographic questions. The questionnaire also included other questions about.</p>
<p>how respondents assessed their use of digital tools in teaching during the lockdown in spring of 2020 which are not addressed in this paper. It took about 20&#x2009;min to complete the survey.</p>
</sec>
<sec id="sec11">
<title>Measures</title>
<p><italic>Pedagogical training and ICT training</italic> were measured by asking the respondents about participation in pedagogical and ICT training. They were asked the number of ECTS they had completed in pedagogical training and the number of ICT training courses they had participated in during the past three years.</p>
<p><italic>Approaches to online teaching</italic> were measured by a modified version of the Approaches to online teaching scale by <xref ref-type="bibr" rid="ref50">Nevgi et al. (2010)</xref>, which originally was adopted from the Approaches to Teaching Inventory (ATI) (<xref ref-type="bibr" rid="ref75">Trigwell and Prosser, 2004</xref>). There were six items measured on a five-point scale (1&#x2009;=&#x2009;fully disagree; 5&#x2009;=&#x2009;fully agree). Three items measured content-focused approach (alpha 0.77): (&#x201C;I use digital technologies to deliver information and materials to students.&#x201D;); finally, three items measured a learning-focused approach (alpha 0.82): (&#x201C;I use digital technologies in order to encourage my students to discuss the topic&#x201D;).</p>
<p><italic>Use of digital tools for teaching</italic> were enquired by nine items measuring how and for what purpose the participants had used digital tools in teaching. This part of the survey was developed on the basis of previous studies (<xref ref-type="bibr" rid="ref27">H&#x00E4;kkinen and H&#x00E4;m&#x00E4;l&#x00E4;inen, 2012</xref>; <xref ref-type="bibr" rid="ref11">Deng and Tavares, 2013</xref>; <xref ref-type="bibr" rid="ref49">Myyry and Joutsenvirta, 2015</xref>) and has been used and validated in our prior study (<xref ref-type="bibr" rid="ref02">Myyry et al., 2022</xref>). Participants were asked to rate statements on a five-point Likert-scale (1&#x2009;=&#x2009;never; 5&#x2009;=&#x2009;all the time). The items consisted of three factors: using digital tools for sharing/delivering information &#x201C;I inform students about the course/studying&#x201D; (three items, alpha&#x2009;=&#x2009;0.81); using digital tools for activating students &#x201C;My students produce collaborative learning outcomes&#x201D; (four items, alpha&#x2009;=&#x2009;0.62); and using digital tools for assessment or following progress &#x201C;I give feedback and assess students&#x2019; assignments or use for peer feedback and assessment&#x201D; (two items, alpha&#x2009;=&#x2009;0.77) (<xref ref-type="bibr" rid="ref02">Myyry et al., 2022</xref>).</p>
<sec id="sec12">
<title>Data analysis</title>
<p>First, we conducted exploratory factor analysis (principal axis factoring with varimax rotation) for the items of approaches to online teaching. Explorative analysis of the items measuring approaches to online teaching indicated that a two-factor solution was the clearest: content-focused and learning-focused approach. Factor loadings and Cronbach&#x2019;s alphas are presented in <xref rid="tab1" ref-type="table">Table 1</xref>. The factor structure of the items measuring the use of digital tools has been analysed and validated in our previous study (<xref ref-type="bibr" rid="ref02">Myyry et al., 2022</xref>). The relationships between approaches to online teaching and the use of digital tools were analysed by Pearson&#x2019;s correlations. The relations between pedagogical and ICT training and approaches to online teaching, and the use of digital tools were analysed by using One-Way ANOVA with the Bonferroni&#x2019;s post-hoc test.The effect sizes were calculated using eta squared values Statistical analyses were conducted using SPSS 25.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Factor loadings of the items measuring approaches to teaching.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Approaches to teaching in online context scales</th>
<th align="center" valign="top">Factor loading</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="2">Content-focused approach, <italic>a</italic> =&#x2009;0.69</td>
</tr>
<tr>
<td align="left" valign="top">I use technology in my teaching so that students have access to all relevant information.</td>
<td align="center" valign="top">0.769</td>
</tr>
<tr>
<td align="left" valign="top">I think that an important reason for using technology in teaching is to share good materials to students.</td>
<td align="center" valign="top">0.734</td>
</tr>
<tr>
<td align="left" valign="top">I use digital technologies to deliver information and materials to students.</td>
<td align="center" valign="top">0.584</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Learning-focused approach <italic>a</italic> =&#x2009;0.69</td>
</tr>
<tr>
<td align="left" valign="top">I use digital technologies to encourage my students to discuss the topic.</td>
<td align="center" valign="top">0.807</td>
</tr>
<tr>
<td align="left" valign="top">I prefer to use technology in my teaching so that students have the opportunity to present their own ideas.</td>
<td align="center" valign="top">0.769</td>
</tr>
<tr>
<td align="left" valign="top">I help students develop their own understanding of the topic they are studying.</td>
<td align="center" valign="top">0.642</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
</sec>
<sec sec-type="results" id="sec13">
<title>Results</title>
<p>Before the main analyses, descriptive statistics and correlations were explored. The results showed that teachers used digital tools mostly for information delivery and assessment. Respondents received the lowest scores for student activation, the highest scores for the content-focused approach and relatively high scores for the learning-focused approach. <xref rid="tab2" ref-type="table">Table 2</xref> shows the means and standard deviations of approaches to online teaching and the use of digital tools.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Means and standard deviations of use of digital tools and approaches to teaching.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">Standard deviation</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="3">Use of digital tools</td>
</tr>
<tr>
<td align="left" valign="top">Information delivery</td>
<td align="center" valign="top">3.45</td>
<td align="center" valign="top">0.83</td>
</tr>
<tr>
<td align="left" valign="top">Student activation</td>
<td align="center" valign="top">1.74</td>
<td align="center" valign="top">0.98</td>
</tr>
<tr>
<td align="left" valign="top">Assessment</td>
<td align="center" valign="top">2.15</td>
<td align="center" valign="top">1.27</td>
</tr>
<tr>
<td align="left" valign="top" colspan="3">Approaches to online teaching</td>
</tr>
<tr>
<td align="left" valign="top">Content-focused approach</td>
<td align="center" valign="top">4.19</td>
<td align="center" valign="top">0.69</td>
</tr>
<tr>
<td align="left" valign="top">Learning-focused approach</td>
<td align="center" valign="top">3.53</td>
<td align="center" valign="top">0.85</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Pearson&#x2019;s correlations showed that approaches to online teaching correlated to the use of digital tools (<xref rid="tab3" ref-type="table">Table 3</xref>). More precisely, the content-focused approach had the highest correlation with information delivery, whereas the learning-focused approach correlated with student activation.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Pearson&#x2019;s correlations among the use of digital tools and approaches to online teaching.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">1</th>
<th align="center" valign="top">2</th>
<th align="center" valign="top">3</th>
<th align="center" valign="top">4</th>
<th align="center" valign="top">5</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Information delivery</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Student activation</td>
<td align="center" valign="top">0.473</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Assessment</td>
<td align="center" valign="top">0.459</td>
<td align="center" valign="top">0.449</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Content-focused approach</td>
<td align="center" valign="top">0.411</td>
<td align="center" valign="top">0.227</td>
<td align="center" valign="top">0.277</td>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Learning-focused approach</td>
<td align="center" valign="top">0.358</td>
<td align="center" valign="top">0.485</td>
<td align="center" valign="top">0.349</td>
<td align="center" valign="top">0.512</td>
<td align="center" valign="top">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;&#x002A;All the correlations are significant at the 0.001 level.</p>
</table-wrap-foot>
</table-wrap>
<p>Main aim was to explore how the extent of pedagogical training and ICT training are related to teachers&#x2019; approaches to online teaching (<xref rid="tab4" ref-type="table">Table 4</xref>). The results showed that the pedagogical training was related to the learning-focused approach. Bonferroni&#x2019;s <italic>post hoc</italic> test revealed that teachers who had more than 25 study credits of pedagogical training received statistically significantly higher scores on the learning-focused approach than teachers without pedagogical training. Similarly, ICT training was related to a learning-focused approach. Teachers who had participated in ICT training more than three times had higher scores on the learning-focused approach than teachers who had not participated in ICT training. A content-focused approach was not related to pedagogical or ICT training. However, in both cases, the effect sizes were quite small (0.034&#x2013;0.029).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Means and standard deviations of approaches to online teaching in relation to pedagogical and ICT training.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Pedagogical and ICT training</th>
<th align="center" valign="top" colspan="2">Content-focused approach</th>
<th align="center" valign="top" colspan="2">Learning-focused approach</th>
</tr>
<tr>
<th/>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">SD</th>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="5">Pedagogical training</td>
</tr>
<tr>
<td align="left" valign="top">No pedagogical training (<italic>n</italic>&#x2009;=&#x2009;50)</td>
<td align="center" valign="top">4.07</td>
<td align="center" valign="top">0.71</td>
<td align="center" valign="top">3.23</td>
<td align="center" valign="top">0.88</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2013;10 cr (<italic>n</italic>&#x2009;=&#x2009;58)</td>
<td align="center" valign="top">4.30</td>
<td align="center" valign="top">0.56</td>
<td align="center" valign="top">3.62</td>
<td align="center" valign="top">0.64</td>
</tr>
<tr>
<td align="left" valign="top">11&#x2013;25 cr (<italic>n</italic>&#x2009;=&#x2009;69)</td>
<td align="center" valign="top">4.26</td>
<td align="center" valign="top">0.60</td>
<td align="center" valign="top">3.56</td>
<td align="center" valign="top">0.73</td>
</tr>
<tr>
<td align="left" valign="top">more than 25 cr (<italic>n</italic>&#x2009;=&#x2009;87)</td>
<td align="center" valign="top">4.14</td>
<td align="center" valign="top">0.82</td>
<td align="center" valign="top">3.65</td>
<td align="center" valign="top">0.99</td>
</tr>
<tr>
<td align="left" valign="top"><italic>F</italic><break/><italic>&#x03B7;</italic><sup>2</sup></td>
<td align="center" valign="top">1.33<break/>0.015</td>
<td align="center" valign="top"><italic>p</italic>&#x2009;&#x003E;&#x2009;0.05</td>
<td align="center" valign="top">3.00<break/>0.034</td>
<td align="center" valign="top"><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5">ICT training</td>
</tr>
<tr>
<td align="left" valign="top">No ICT training (<italic>n</italic>&#x2009;=&#x2009;84)</td>
<td align="center" valign="top">4.07</td>
<td align="center" valign="top">0.85</td>
<td align="center" valign="top">3.34</td>
<td align="center" valign="top">0.90</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2013;3 training sessions (<italic>n</italic>&#x2009;=&#x2009;126)</td>
<td align="center" valign="top">4.28</td>
<td align="center" valign="top">0.58</td>
<td align="center" valign="top">3.62</td>
<td align="center" valign="top">0.79</td>
</tr>
<tr>
<td align="left" valign="top">more than three training sessions (<italic>n</italic>&#x2009;=&#x2009;53)</td>
<td align="center" valign="top">4.18</td>
<td align="center" valign="top">0.67</td>
<td align="center" valign="top">3.69</td>
<td align="center" valign="top">0.85</td>
</tr>
<tr>
<td align="left" valign="top"><italic>F</italic><break/><italic>&#x03B7;</italic><sup>2</sup></td>
<td align="center" valign="top">2.20<break/>0.017</td>
<td align="center" valign="top"><italic>P</italic>&#x2009;&#x003E;&#x2009;0.05</td>
<td align="center" valign="top">3.93<break/>0.029</td>
<td align="center" valign="top"><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Then, the results showed that pedagogical training had statistically significant relations to the use of digital tools (<xref rid="tab5" ref-type="table">Table 5</xref>). Regarding the use of digital tools for information delivery, teachers who had no pedagogical training had significantly lower scores on information delivery than teachers who had more than 25 credits of pedagogical training. In terms of the use of digital tools for student activation, teachers who had no pedagogical training had statistically significantly lower scores than teachers who had more than 25 credits. The effect sizes were relatively small (0.042&#x2013;0.038). In assessment, there were no differences between the teachers with different amounts of pedagogical training. The results also revealed that ICT training was not related to the use of digital tools.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>The relationships between the use of digital tools and pedagogical training and ICT training.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Use of digital tools</th>
<th align="center" valign="top" colspan="2">Information delivery</th>
<th align="center" valign="top" colspan="2">Student activation</th>
<th align="center" valign="top" colspan="2">Assessment</th>
</tr>
<tr>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">SD</th>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">SD</th>
<th align="center" valign="top">Mean</th>
<th align="center" valign="top">SD</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="7">Pedagogical training</td>
</tr>
<tr>
<td align="left" valign="top">No pedagogical training (<italic>n</italic>&#x2009;=&#x2009;50)</td>
<td align="center" valign="top">3.11</td>
<td align="center" valign="top">1.11</td>
<td align="center" valign="top">1.49</td>
<td align="center" valign="top">0.95</td>
<td align="center" valign="top">1.99</td>
<td align="center" valign="top">1.26</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2013;10 cr (<italic>n</italic>&#x2009;=&#x2009;58)</td>
<td align="center" valign="top">3.52</td>
<td align="center" valign="top">0.64</td>
<td align="center" valign="top">1.56</td>
<td align="center" valign="top">0.89</td>
<td align="center" valign="top">1.94</td>
<td align="center" valign="top">1.23</td>
</tr>
<tr>
<td align="left" valign="top">11&#x2013;25 cr (<italic>n</italic>&#x2009;=&#x2009;69)</td>
<td align="center" valign="top">3.46</td>
<td align="center" valign="top">0.74</td>
<td align="center" valign="top">1.82</td>
<td align="center" valign="top">1.00</td>
<td align="center" valign="top">2.16</td>
<td align="center" valign="top">1.31</td>
</tr>
<tr>
<td align="left" valign="top">more than 25 cr (<italic>n</italic>&#x2009;=&#x2009;87)</td>
<td align="center" valign="top">3.58</td>
<td align="center" valign="top">0.74</td>
<td align="center" valign="top">1.95</td>
<td align="center" valign="top">0.99</td>
<td align="center" valign="top">2.40</td>
<td align="center" valign="top">1.23</td>
</tr>
<tr>
<td align="left" valign="top"><italic>F</italic><break/><italic>&#x03B7;</italic><sup>2</sup></td>
<td align="center" valign="top">3.82<break/>0.042</td>
<td align="center" valign="top"><italic>p</italic> &#x003C;&#x2009;0.05</td>
<td align="center" valign="top">3.40<break/>0.038</td>
<td align="center" valign="top"><italic>p</italic> &#x003C;&#x2009;0.05</td>
<td align="center" valign="top">1.95<break/>0.022</td>
<td align="center" valign="top"><italic>p</italic> &#x003E;&#x2009;0.05</td>
</tr>
<tr>
<td align="left" valign="top" colspan="7">ICT training</td>
</tr>
<tr>
<td align="left" valign="top">No ICT training (<italic>n</italic>&#x2009;=&#x2009;84)</td>
<td align="center" valign="top">3.31</td>
<td align="center" valign="top">1.01</td>
<td align="center" valign="top">1.64</td>
<td align="center" valign="top">0.97</td>
<td align="center" valign="top">2.18</td>
<td align="center" valign="top">1.23</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2013;3 training sessions (<italic>n</italic>&#x2009;=&#x2009;126)</td>
<td align="center" valign="top">3.49</td>
<td align="center" valign="top">0.71</td>
<td align="center" valign="top">1.79</td>
<td align="center" valign="top">1.01</td>
<td align="center" valign="top">2.06</td>
<td align="center" valign="top">1.35</td>
</tr>
<tr>
<td align="left" valign="top">more than three training sessions (<italic>n</italic>&#x2009;=&#x2009;53)</td>
<td align="center" valign="top">3.56</td>
<td align="center" valign="top">0.77</td>
<td align="center" valign="top">1.80</td>
<td align="center" valign="top">0.91</td>
<td align="center" valign="top">2.33</td>
<td align="center" valign="top">1.07</td>
</tr>
<tr>
<td align="left" valign="top"><italic>F</italic><break/><italic>&#x03B7;</italic><sup>2</sup></td>
<td align="center" valign="top">1.89<break/>0.014</td>
<td align="center" valign="top"><italic>p</italic> &#x003E;&#x2009;0.05</td>
<td align="center" valign="top">0.71<break/>0.005</td>
<td align="center" valign="top"><italic>p</italic> &#x003E;&#x2009;0.05</td>
<td align="center" valign="top">0.88<break/>0.007</td>
<td align="center" valign="top"><italic>p</italic> &#x003E;&#x2009;0.05</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec sec-type="discussions" id="sec14">
<title>Discussion</title>
<p>The present study provides new insights into teachers&#x2019; pedagogical and ICT training in online teaching in higher education. In addition, it enhances knowledge about the approaches to online teaching and how teachers use digital tools in their teaching. The study showed that pedagogical and ICT training enhanced teachers&#x2019; ability to apply a learning-focused approach in an online environment. The learning-focused approach is necessary for the successful integration of ICT in teaching (<xref ref-type="bibr" rid="ref22">Glassett and Schrum, 2009</xref>). Previous studies have shown that a relatively large amount of university pedagogical training (more than 25 ECTS) is needed to influence approaches to teaching (<xref ref-type="bibr" rid="ref20">Gibbs and Coffey, 2004</xref>; <xref ref-type="bibr" rid="ref59">Postareff et al., 2007</xref>). This was confirmed in our study in online context. The present study also showed that teachers with an extensive amount of university pedagogical training used digital tools significantly more for student activation as well as information delivery than teachers without pedagogical training. Furthermore, the results of the present study indicate that the learning-focused approach was determinant factor for a more diverse and interactive use of digital tools which is contradictory with a previous study (<xref ref-type="bibr" rid="ref50">Nevgi et al., 2010</xref>).</p>
<p>The surprising finding of our study was that teachers&#x2019; ICT training was not related to the use of digital tools, although ICT training could be expected to support the use of digital tools and the development of digital skills as studies applying the TPACK framework suggest (<xref ref-type="bibr" rid="ref5">Brinkley-Etzkorn, 2018</xref>; <xref ref-type="bibr" rid="ref38">Koh, 2020</xref>; <xref ref-type="bibr" rid="ref56">Pongsakdi et al., 2021</xref>; <xref ref-type="bibr" rid="ref12">Diamah et al., 2022</xref>). It may be that in ICT training the pedagogical content is more superficial and the training is shorter, above all, focusing on familiarization with technology, including student activation tools and technical skills. This short and formal ICT training can explain why teachers in our study used digital tools mostly for information delivery and assessment, rather than to activate students through collaborative learning tasks and discussions. It is plausible that teachers who have participated in ICT training were aware of the online tools that activate students, but they had not internalized the importance of interaction and activation for student learning. Hence, the result is in line with <xref ref-type="bibr" rid="ref31">Inamorato dos Santos et al.&#x2019;s (2019)</xref> report that highlighted the need for long-term ICT training for teachers. As such, the studies have found that the use of digital tools is rather limited, primally to organized teaching (e.g., <xref ref-type="bibr" rid="ref4">Bond et al., 2018</xref>; <xref ref-type="bibr" rid="ref2">Amhag et al., 2019</xref>; <xref ref-type="bibr" rid="ref81">Weidlich and Kalz, 2021</xref>). However, the use of teaching methods that support the student&#x2019;s active learning such as collaborative activities in an online environment requires a sufficient pedagogical understanding of learning processes (<xref ref-type="bibr" rid="ref14">Englund et al., 2017</xref>). On the other hand, previous studies using the TPACK framework (<xref ref-type="bibr" rid="ref48">Mishra and Koehler, 2006</xref>; <xref ref-type="bibr" rid="ref37">Koehler et al., 2013</xref>) showed that teachers&#x2019; technological competence might exceed their pedagogical competence in online teaching (<xref ref-type="bibr" rid="ref1">Almerich et al., 2016</xref>; <xref ref-type="bibr" rid="ref15">Esteve-Mon et al., 2020</xref>).</p>
<p>The results of the present study suggest that in pedagogical training teachers enhance not only their understanding of the importance of students&#x2019; active role, but they also learn to apply diverse pedagogical practices and use digital tools in multiple ways to support student learning. Our study also confirms <xref ref-type="bibr" rid="ref48">Mishra and Koehler&#x2019;s (2006)</xref> claim that integration of pedagogical and technological knowledge is essential for effective teaching.</p>
<sec id="sec15">
<title>Limitations</title>
<p>A low response rate (14%) raises concerns about the generalisability of our results, although a low response rate is a common phenomenon in e-mail surveys, and e-mail surveys on average have a 20% lower response rate than do mail surveys (<xref ref-type="bibr" rid="ref70">Shih and Fan, 2009</xref>). Nevertheless, the sample represented the teachers at the target university sufficiently with respect to gender, age and by the career stage. The representativeness of the sample is a more important criterion for evaluating the validity of a study than the response rate (<xref ref-type="bibr" rid="ref9">Cook et al., 2000</xref>). Our sample consisted of respondents from several faculties with varying amounts of teaching experience as well as pedagogical and ICT training, corresponding to the distribution of teachers at the university under scrutiny, which in turn increases the validity of research. The responses to each question also varied among respondents, suggesting that our data represented a larger spectrum of teachers&#x2019; use of digital tools, approaches to online teaching, rather than reflecting the ideas of a particular sub-group. The survey was carried out in the early stages of the Covid-19, when the transition to online teaching had taken place only a few weeks earlier. The Covid-19 situation and the sudden change to remote teaching in the spring 2020 may have affected the response rate, considering that the teaching staff was busy with organizing remote teaching and examinations. It also may be highlighted in participants&#x2019; responses, despite that the self-evaluation questionnaire we used was designed before the Covid-19 to measure teachers&#x2019; use of digital tools over the past 2 years, not just the transition to remote teaching due to the Covid-19. This explorative study was conducted at one university, where the scope of one pedagogical course is a minimum of five ECTS and completing the course includes tasks that reflect on one&#x2019;s own teaching, observation of teaching and teaching practice. However, there can be differences between the HE organizations in the content and implementation of pedagogical training. The impact of voluntary pedagogical training and pedagogical professional development on applying digital teaching should be scrutinized in future studies.</p>
</sec>
<sec id="sec16">
<title>Practical implications</title>
<p>The present study has several practical implications. First, to ensure relevant pedagogical training, it is important that pedagogical and technological aspects can no longer be separated in the context of higher education as learning environments have become more diverse. Thus, both aspects should be integrated in teachers&#x2019; trainings. The TPACK model can provide a useful framework on curriculum development for integrating pedagogical and technological contents and practices. Teachers also need support to develop their online teaching toward a learning-focused approach and to promote student-centred pedagogical strategies such as solving real-life problems, interaction with peers and teachers and providing social support. Therefore, in pedagogical training, it would be important to integrate views and practices on how to support students&#x2019; active learning in online courses. Furthermore, this study showed that the use of digital assessment tools was not very familiar to teachers; thus, assessment, especially formative assessment with constructive feedback, should be developed in the future to support students&#x2019; learning processes. Further research should focus on the use and applicability of digital assessment tools in an online environment. The present study highlights the need for long-term pedagogical training as it showed that teachers who had 25 or more credits differed from the teachers who had no pedagogical training. Finally, teachers need institutional support for developing their pedagogical and digital competence (<xref ref-type="bibr" rid="ref82">Zhao et al., 2021</xref>). It would be also useful to arrange collaborative group work for teachers where they possibility to learn with colleagues. Because approaches to teaching seem to be at least to some extent context specific and to be influenced by the teaching and learning environment, such as curriculum design (<xref ref-type="bibr" rid="ref35">Kember and Kwan, 2000</xref>), it is also important that educational institutions emphasize and support a learning-focused approach. In this study, online teaching is thought to be implemented either as blended teaching or fully online course, in which teacher has a close connection with the students during the course. However, when massive open online courses are becoming would be interesting to expand the context to include MOOCs, where the presence of the teacher during the course is usually low. It would be interesting to study, for example, how teachers whose teaching is more learning-focused implement MOOCs.</p>
<p>In summary, the present study showed that pedagogical training plays a key role in how teachers approach their teaching and use digital tools in an online environment. It seems that pedagogical training helps teachers to cope with the changes in the learning environment and organize learning-focused teaching also in an online context, which has become one of the key learning environments. During the post-pandemic time, universities struggle to adapt to new ways of teaching, based on the lessons learned from the Covid-19 lockdown. Blended or hybrid remote teaching, as well as pure online courses such as MOOCs, are claimed to be more typical in the future (<xref ref-type="bibr" rid="ref26">Guppy et al., 2022</xref>), which increases the need for pedagogical and ICT teacher training. The challenge today is to integrate pedagogical and technological training so that both pedagogical and technological aspects of teaching in theory and practice are better addressed.</p>
</sec>
</sec>
<sec sec-type="data-availability" id="sec17">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="sec18">
<title>Ethics statement</title>
<p>The requirement of the studies were involving humans and the ethical approval was waived by the Finnish National Board on Research Integrity, 2019: <ext-link xlink:href="https://tenk.fi/en/ethical-review" ext-link-type="uri">https://tenk.fi/en/ethical-review</ext-link>. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="sec19">
<title>Author contributions</title>
<p>AH-M and TT designed the study. TT analyzed the data and wrote the results. LM conception of the study and acquisition of the data. AH-M wrote the manuscript with support from TT, LM, EP, VK, HA, NK, and PK. All authors discussed the results, contributed, and approved to the final manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="sec20">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<p>Contribution of Esko Kuittinen, Saara Repo, and Anni Rytk&#x00F6;nen to the design of the questionnaire was gratefully acknowledged.</p>
</ack>
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