Exploring teacher pedagogy, stages of concern and accessibility as determinants of technology adoption

Abstract This research examines how the pedagogical orientations of teachers affect technology adoption in the classroom. At the same time, the authors account for the stage of concern that teachers are experiencing regarding the use of the technology, their access to the technology and the level of schooling at which they teach.The authors’ investigation of these factors occurs in the context of a contemporary technology, the interactive whiteboard (IWB), in Australian schools. A structural equation model was estimated using a reflective measure of technology usage with antecedents in the form of pedagogical-oriented beliefs and best–worst scaling derived scores for a teacher’s stage of concern regarding IWBs. Teachers with constructivist-oriented pedagogical beliefs were significantly more likely to use IWBs than transmission-oriented teachers. However, the strongest determinant of usage was whether the technology is immediately accessible or not.

[1]  Y. Trope,et al.  Construal-level theory of psychological distance. , 2010, Psychological review.

[2]  R. Bagozzi,et al.  On the evaluation of structural equation models , 1988 .

[3]  Paul F. Burke Seeking Simplicity in Complexity: The Relative Value of Ease of Use (EOU)-Based Product Differentiation , 2013 .

[4]  Peter Aubusson,et al.  Teachers Choosing Rich Tasks , 2014 .

[5]  Peter Aubusson,et al.  Teachers’ technology adoption and practices: lessons learned from the IWB phenomenon , 2018 .

[6]  D. Jonassen Thinking Technology: Toward a Constructivist Design Model , 1994 .

[7]  Norbert Pachler,et al.  Continuing Professional Development in ICT for Teachers: A literature review , 2009 .

[8]  Friedrich Leisch,et al.  Quick, Simple and Reliable: Forced Binary Survey Questions , 2011 .

[9]  J. Louviere,et al.  Determining the Appropriate Response to Evidence of Public Concern: The Case of Food Safety , 1992 .

[10]  Joke Voogt,et al.  IT in primary and secondary education: Emerging issues , 2008 .

[11]  S. Schuck,et al.  Classroom-Based Use of Two Educational Technologies: A Sociocultural Perspective , 2008 .

[12]  Paul F. Burke,et al.  The impact of front-of-pack marketing attributes versus nutrition and health information on parents' food choices , 2017, Appetite.

[13]  Timothy Teo,et al.  Unpacking teachers' acceptance of technology: Tests of measurement invariance and latent mean differences , 2014, Comput. Educ..

[14]  Syh-Jong Jang,et al.  Interrelationship between Stages of Concern and Technological, Pedagogical, and Content Knowledge: A study on Taiwanese senior high school in-service teachers , 2014, Comput. Hum. Behav..

[15]  Karee E. Dunn,et al.  Learner-Centeredness and Teacher Efficacy: Predicting Teachers' Consequence Concerns regarding the Use of Technology in the Classroom. , 2010 .

[16]  J. Voogt,et al.  International handbook of information technology in primary and secondary education , 2008 .

[17]  J. Hedberg E-learning futures? Speculations for a time yet to come , 2006 .

[18]  Derek Glover,et al.  The Introduction of Interactive Whiteboards into Schools in the United Kingdom: Leaders, Led, and the Management of Pedagogic and Technological Change, 6(24) , 2002 .

[19]  E. Rogers,et al.  Diffusion of innovations , 1964, Encyclopedia of Sport Management.

[20]  Paul F. Burke,et al.  Teacher Retention and Attrition: Views of Early Career Teachers , 2013 .

[21]  G. Hall Measuring Stages of Concern about the Innovation: A Manual for the Use of the SoC Questionnaire. , 1977 .

[22]  Henry Jay Becker,et al.  Constructivist-Compatible Beliefs and Practices among U.S. Teachers. Teaching, Learning, and Computing: 1998 National Survey Report #4. , 2000 .

[23]  Gary Beauchamp,et al.  Teacher use of the interactive whiteboard in primary schools: towards an effective transition framework , 2004 .

[24]  Gary Beauchamp,et al.  Reviewing the literature on interactive whiteboards , 2007 .

[25]  R. Christensen Effects of Technology Integration Education on the Attitudes of Teachers and Students , 2002 .

[26]  B. Somekh Factors Affecting Teachers’ Pedagogical Adoption of ICT , 2008 .

[27]  Paul F. Burke,et al.  Segmenting consumers’ reasons for and against ethical consumption , 2014 .

[28]  Paul F. Burke,et al.  How do early career teachers value different types of support? A scale-adjusted latent class choice model , 2015 .

[29]  Peggy A. Ertmer,et al.  Teacher beliefs and technology integration practices: A critical relationship , 2012, Comput. Educ..

[30]  Frances F. Fuller Concerns of Teachers: A Developmental Conceptualization1 , 1969 .

[31]  Jenni Romaniuk Comparing Methods of Measuring Brand Personality Traits , 2008 .

[32]  Peter Aubusson,et al.  Why school students choose and reject science: a study of the factors that students consider when selecting subjects , 2017 .

[33]  Gene E. Hall,et al.  The Concerns-Based Adoption Model: A Developmental Conceptualization of the Adoption Process Within Educational Institutions. , 1973 .

[34]  John Vincent The Interactive Whiteboard in an Early Years Classroom: A Case Study in the Impact of a New Technology on Pedagogy , 2007 .

[35]  Scott Slough,et al.  An Examination of Interactive Whiteboard Perceptions using the Concerns-Based Adoption Model Stages of Concern and the Apple Classrooms of Tomorrow Model of Instructional Evolution. , 2011 .

[36]  A. Goldberger,et al.  Estimation of a Model with Multiple Indicators and Multiple Causes of a Single Latent Variable , 1975 .

[37]  Paul F. Burke,et al.  The experiences of early career teachers: new initiatives and old problems , 2018 .

[38]  Julie Cogill A Model of Pedagogical Change for the Evaluation of Interactive Whiteboard Practice , 2010 .

[39]  J. Louviere,et al.  Some probabilistic models of best, worst, and best–worst choices , 2005 .

[40]  Kenneth Tobin,et al.  Constructivism as a Referent for Teaching and Learning , 2012 .

[41]  Derek Glover,et al.  Players in the Management of Change , 2003 .

[42]  Hans Baumgartner,et al.  Response Styles in Marketing Research: A Cross-National Investigation , 2001 .

[43]  Frank Bate,et al.  A bridge too far? Explaining beginning teachers' use of ICT in Australian schools , 2010 .

[44]  Matthew Kearney,et al.  Exploring pedagogy with interactive whiteboards: A case study of six schools. , 2007 .

[45]  Derek Glover,et al.  Interactive Whiteboards: A Literature Survey , 2010 .

[46]  R. Prawat The Value of Ideas: Problems Versus Possibilities in Learning , 1993 .

[47]  Peggy A. Ertmer Teacher pedagogical beliefs: The final frontier in our quest for technology integration? , 2005 .

[48]  Carlo Perrotta,et al.  Do school-level factors influence the educational benefits of digital technology? A critical analysis of teachers' perceptions , 2013, Br. J. Educ. Technol..

[49]  Naresh K. Malhotra,et al.  Marketing Research: An Applied Orientation , 1993 .

[50]  Jordan J. Louviere,et al.  Why do early career teachers choose to remain in the profession? The use of best–worst scaling to quantify key factors , 2013 .

[51]  Mal Lee Interactive whiteboards and schooling: the context , 2010 .

[52]  Gary Beauchamp,et al.  The features of interactive whiteboards and their influence on learning , 2007 .

[53]  Adamantios Diamantopoulos,et al.  Advancing formative measurement models , 2008 .

[54]  L. Shulman Knowledge and Teaching: Foundations of the New Reform , 1987 .