Students’ Digital Media Self-Efficacy and Its Importance for Higher Education Institutions: Development and Validation of a Survey Instrument

Although digital media are in general very common, their role in academic settings and their relevance for academic achievement are not satisfactorily explored. A research gap that is particularly apparent during the corona crisis in 2020 when university processes in many countries are suddenly almost completely digitalised. Research suggests a link between students’ diversity, in particular, their socio-economic background, academic self-efficacy expectations, study-related attitudes, and academic achievement. However, previous empirical studies on digital media at universities predominantly describe different types of media usage patterns but little is revealed about the students’ study-related attitudes and performance. The present study aims at developing a survey instrument to explore the relationship of individual, contextual as well as social background factors concerning academic achievement, with a special focus on academic and digital media self-efficacy expectations (DMSE). For this purpose, a new scale for DMSE has been constructed, based on existing psychological research. After pre-testing the instrument in 2017, data was collected at four German universities in summer 2018 (n = 2039). Validity and reliability are shown and the instrument appears suitable for further research in order to explore the interplay of student learning and digital media use in higher education, integrating the institutional and social context.

[1]  Paul R. Pintrich,et al.  Motivated Strategies for Learning Questionnaire , 2012 .

[2]  P. Teixeira,et al.  Development and validation of a theoretically based, multidimensional questionnaire of student evaluation of university teaching , 2011 .

[3]  Julio Olea,et al.  Exploratory factor analysis in validation studies: uses and recommendations. , 2014, Psicothema.

[4]  V. Gecas,et al.  Beyond the looking-glass self: social structure and efficacy-based self-esteem. , 1983, Social psychology quarterly.

[5]  A. Bandura SOCIAL COGNITIVE THEORY , 2008 .

[6]  R. Pekrun The Control-Value Theory of Achievement Emotions: Assumptions, Corollaries, and Implications for Educational Research and Practice , 2006 .

[7]  B. Zimmerman,et al.  Self-Efficacy: An Essential Motive to Learn. , 2000, Contemporary educational psychology.

[8]  Olaf Zawacki-Richter,et al.  Student Media Usage Patterns and Non-Traditional Learning in Higher Education , 2015 .

[9]  T. Brahm,et al.  On the assessment of attitudes towards studying -Development and validation of a questionnaire , 2015 .

[10]  Andrea L. Beach,et al.  Examination of Faculty Self-efficacy Related to Online Teaching , 2014, Innovative Higher Education.

[11]  K. Hocevar What Is Social About Social Media Users? How Social Media Efficacy Impacts Information Evaluation Online , 2013 .

[12]  A. Vishwanath Information Search Efficacy: A New Measure and Its Initial Tests , 2007 .

[13]  O. Zawacki-Richter Zur Mediennutzung im Studium – unter besonderer Berücksichtigung heterogener Studierender , 2015 .

[14]  F. Lievens,et al.  Personality scale validities increase throughout medical school. , 2009, The Journal of applied psychology.

[15]  Frank M. Pajares,et al.  Self-Efficacy Beliefs in Academic Settings , 1996 .

[16]  R. Schwarzer,et al.  I believe, therefore I achieve (and vice versa): A meta-analytic cross-lagged panel analysis of self-efficacy and academic performance , 2018 .

[17]  Dana A. Weiser,et al.  Family background and academic achievement: does self-efficacy mediate outcomes? , 2010 .

[18]  S. Schwartz,et al.  Leaving College: Rethinking the Causes and Cures of Student Attrition , 1987 .

[19]  Frank M. Pajares,et al.  The development of academic self-efficacy. , 2002 .

[20]  Qing Li,et al.  A Meta-analysis of the Effects of Computer Technology on School Students’ Mathematics Learning , 2010 .

[21]  P. Hsieh,et al.  Undergraduate Engineering Students’ Beliefs, Coping Strategies, and Academic Performance: An Evaluation of Theoretical Models , 2012 .

[22]  Daniel J. Brass,et al.  Efficacy-Performing Spirals: A Multilevel Perspective , 1995 .

[23]  Bassam H. Hammo,et al.  Investigating the Readiness of College Students for ICT and Mobile Learning: A Case Study from King Saud University , 2015, Int. Arab. J. e Technol..

[24]  Vitaliy Popov,et al.  Predicting High School Teacher Use of Technology: Pedagogical Beliefs, Technological Beliefs and Attitudes, and Teacher Training , 2018, Technology, Knowledge and Learning.

[25]  Chiungjung Huang,et al.  Gender differences in academic self-efficacy: a meta-analysis , 2013 .

[26]  Eden Dahlstrom,et al.  ECAR Study of Undergraduate Students and Information Technology, 2014. , 2014 .

[27]  B. Zimmerman,et al.  Self-Motivation for Academic Attainment: The Role of Self-Efficacy Beliefs and Personal Goal Setting , 1992, American Educational Research Journal.

[28]  Meera Komarraju,et al.  Academic identity, self-efficacy, and self-esteem predict self-determined motivation and goals , 2014 .

[29]  B. Zimmerman,et al.  Self-Motivation for Academic Attainment: The Role of Self-Efficacy Beliefs and Personal Goal Setting , 1992, American Educational Research Journal.

[30]  Mohamed Ally,et al.  What is the future of mobile learning in education? , 2014, International Journal of Educational Technology in Higher Education.

[31]  Wenhao David Huang,et al.  Gender divide and acceptance of collaborative Web 2.0 applications for learning in higher education , 2013, Internet High. Educ..

[32]  Derek Larkin,et al.  Academic self-efficacy in study-related skills and behaviours: relations with learning-related emotions and academic success. , 2013, The British journal of educational psychology.

[33]  Manjula D. Sharma,et al.  The study, evaluation, and improvement of university student self-efficacy , 2016 .

[34]  M. Segers,et al.  Factors affecting students' self-efficacy in higher education , 2011 .

[35]  Jalal Nouri,et al.  Students Multimodal Literacy and Design of Learning During Self-Studies in Higher Education , 2019, Technol. Knowl. Learn..

[36]  Christopher H. Tienken,et al.  The Impact of Computer Assisted Instruction on Seventh-Grade Students' Mathematics Achievement. , 2007 .

[37]  Nathan R. Kuncel,et al.  The Validity of Self-Reported Grade Point Averages, Class Ranks, and Test Scores: A Meta-Analysis and Review of the Literature , 2005 .

[38]  Constanze Beierlein,et al.  Eine kurze Skala zur Messung der fünf Dimensionen der Persönlichkeit : Big-Five-Inventory-10 (BFI-10) , 2012 .

[39]  M. Jerusalem,et al.  Adaptation and validation of an estonian version of the general self-efficacy scale (ESES) , 1999 .

[40]  Olaf Zawacki-Richter,et al.  Are students getting used to Learning Technology? Changing media usage patterns of traditional and non-traditional students in higher education , 2018, Research in Learning Technology.

[41]  S. Ball Motivation in Education , 1977 .

[42]  M. Grosch,et al.  Mediennutzungsgewohnheiten im Wandel: Ergebnisse einer Befragung zur studiumsbezogenen Mediennutzung , 2011 .

[43]  B. Zimmerman Attaining self-regulation: A social cognitive perspective. , 2000 .

[44]  Norma S. Guerra,et al.  A Closer Look at College Students: Self-Efficacy and Goal Orientation , 2007 .

[45]  A. Bandura Social Foundations of Thought and Action: A Social Cognitive Theory , 1985 .

[46]  David M. Dozier,et al.  Media Self-Efficacy: Validation of a New Concept , 2001 .

[47]  J. Broadbent,et al.  The influence of academic self-efficacy on academic performance: A systematic review , 2016 .

[48]  Ravinder Koul,et al.  Predictors of K-12 Teachers’ Instructional Strategies with ICTs , 2018, Technology, Knowledge and Learning.

[49]  T. Brown,et al.  Confirmatory Factor Analysis for Applied Research , 2006 .

[50]  Dean Gianakos,et al.  Leaving for College , 2010 .

[51]  Ellen L. Usher,et al.  Self-efficacy in educational settings: Recent research and emerging directions , 2010 .

[52]  J. Eccles,et al.  Expectancy-Value Theory of Achievement Motivation. , 2000, Contemporary educational psychology.

[53]  Michael K. Barbour,et al.  Research and Practice in K-12 Online Learning: A Review of Open Access Literature , 2009 .

[54]  Penny Thompson,et al.  The digital natives as learners: Technology use patterns and approaches to learning , 2013, Comput. Educ..

[55]  A. Bandura Self-efficacy: toward a unifying theory of behavioral change. , 1977, Psychological review.

[56]  L. Sheppard,et al.  Developing a measurement tool for assessing physiotherapy students’ self-efficacy: a pilot study , 2012 .

[57]  Stephen M. Rutherford,et al.  Social Space or Pedagogic Powerhouse: Do Digital Natives Appreciate the Potential of Web 2.0 Technologies for Learning? , 2016 .

[58]  Deborah Compeau,et al.  Computer Self-Efficacy: Development of a Measure and Initial Test , 1995, MIS Q..

[59]  Robert LaRose,et al.  Internet Self-Efficacy and the Psychology of the Digital Divide , 2006, J. Comput. Mediat. Commun..

[60]  D. Treiman,et al.  Three Internationally Standardised Measures for Comparative Research on Occupational Status , 2003 .