Motivation in online learning: Testing a model of self-determination theory

As high attrition rates becomes a pressing issue of online learning and a major concern of online educators, it is important to investigate online learner motivation, including its antecedents and outcomes. Drawing on Deci and Ryan's self-determination theory, this study proposed and tested a model for online learner motivation in two online certificate programs (N=262). Results from structural equation modeling provided evidence for the mediating effect of need satisfaction between contextual support and motivation/self-determination; however, motivation/self-determination failed to predict learning outcomes. Additionally, this study supported SDT's main theorizing that intrinsic motivation, extrinsic motivation, and amotivation are distinctive constructs, and found that the direct effect and indirect effects of contextual support exerted opposite impacts on learning outcomes. Implications for online learner support were discussed.

[1]  J. Reeve,et al.  What teachers say and do to support students' autonomy during a learning activity. , 2006 .

[2]  Maryam Alavi,et al.  Computer-Mediated Collaborative Learning: An Empirical Evaluation , 1994, MIS Q..

[3]  R. Ryan,et al.  Parent Styles Associated with Children's Self-Regulation and Competence in School. , 1989 .

[4]  B. Lakey,et al.  Where is the Support in Perceived Support? The Role of Generic Relationship Satisfaction and Enacted Support in Perceived Support's Relation to Low Distress , 2003 .

[5]  Willy Lens,et al.  Goals and regulations of religiosity: a motivational analysis , 2005 .

[6]  Alan Tait,et al.  Rethinking learner support in distance education : change and continuity in an international context , 2003 .

[7]  B. Lakey,et al.  Social support and preventive and therapeutic interventions. , 1996 .

[8]  I. E. Allen,et al.  Making the Grade: Online Education in the United States, 2006. , 2006 .

[9]  D. Kaplan.  Structural Equation Modeling: Foundations and Extensions , 2000 .

[10]  Evelyne F. Vallières,et al.  The Academic Motivation Scale: A Measure of Intrinsic, Extrinsic, and Amotivation in Education , 1992 .

[11]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[12]  Mary K. Tallent-Runnels,et al.  Student outcomes and perceptions of instructors' demands and support in online and traditional classrooms , 2006, Internet High. Educ..

[13]  Alan Tait,et al.  Rethinking learner support in the Open University UK: a case study , 2002 .

[14]  E. Deci,et al.  Handbook of Self-Determination Research , 2002 .

[15]  E. Deci,et al.  Internalization of biopsychosocial values by medical students: a test of self-determination theory. , 1996, Journal of personality and social psychology.

[16]  Pamela J. Fujita-Starck.  The Effects of motivation and classroom environment on the satisfaction of noncredit continuing education students , 1994 .

[17]  Ann C. Jones,et al.  Learning technologies: Affective and social issues in computer-supported collaborative learning , 2005, Comput. Educ..

[18]  M. Lepper,et al.  A desire to be taught: Instructional consequences of intrinsic motivation , 1992 .

[19]  C. Gunawardena.  Social Presence Theory and Implications for Interaction and Collaborative Learning in Computer Conferences , 1995 .

[20]  M. Moore.  The Theory of Transactional Distance , 2012, Handbook of Distance Education.

[21]  E. Deci,et al.  The effects of instructors' autonomy support and students' autonomous motivation on learning organic chemistry: A self-determination theory perspective , 2000 .

[22]  E. Deci,et al.  Need Satisfaction, Motivation, and Well-Being in the Work Organizations of a Former Eastern Bloc Country: A Cross-Cultural Study of Self-Determination , 2001 .

[23]  Cheng Yuan Lee,et al.  The impact of self-efficacy and task value on satisfaction and performance in a Web-based course , 2002 .

[24]  Paul A. Kirschner,et al.  Identifying the pitfalls for social interaction in computer-supported collaborative learning environments: a review of the research , 2003, Comput. Hum. Behav..

[25]  Syh-Jong Jang,et al.  Exploration of secondary students' creativity by integrating web-based technology into an innovative science curriculum , 2009, Comput. Educ..

[26]  S. Järvelä,et al.  Motivation in Learning Contexts: Theoretical Advances and Methodological Implications , 2001 .

[27]  Gary Motteram,et al.  Becoming an Online Distance Learner: What can be learned from students’ experiences of induction to distance programmes? , 2005 .

[28]  K. Boerner,et al.  Good to have but not to use: Differential impact of perceived and received support on well-being , 2006 .

[29]  A. Bandura.  Self-efficacy mechanism in human agency , 2024, Psihologìâ ì suspìlʹstvo.

[30]  J. Spence,et al.  Achievement and achievement motives : psychological and sociological approaches , 1984 .

[31]  M. Maehr.  Advances in Motivation and Achievement , 1991 .

[32]  Mariusz Kąkolewicz.  Robert A. Reiser , John V. Dempsey (ed.), Trends and Issues in Instructional Design and Technology, (Trendy i zagadnienia projektowania i technologii kształcenia), Merrill Prentice Hall Upper Sadle River, New Jersey, Columbus, Ohio, 2002, ss. 415 , 2003 .

[33]  Kuan-Chung Chen.  Self-determination Theory: Implications for Motivation in Online Learning , 2007 .

[34]  Martin F. Lynch,et al.  The antecedents and consequences of autonomous self-regulation for college: a self-determination theory perspective on socialization. , 2006, Journal of adolescence.

[35]  P. Bentler,et al.  Fit indices in covariance structure modeling : Sensitivity to underparameterized model misspecification , 1998 .

[36]  Yungwei Hao,et al.  Students' attitudes toward interaction in online learning: exploring the relationship between attitudes, learning styles, and course satisfaction , 2004 .

[37]  J. Eccles.  Expectancies, values and academic behaviors , 1983 .

[38]  Donna M. Gabrielle,et al.  Effects of Technology-Mediated Instructional Strategies on Motivation, Performance, and Self-Directed Learning , 2003 .

[39]  E. Deci,et al.  Testing a self-determination theory intervention for motivating tobacco cessation: supporting autonomy and competence in a clinical trial. , 2006, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[40]  Irwin G. Sarason,et al.  Handbook of social support and the family , 1996 .

[41]  Susan E. South.  Contributing Factors to Engagement in Online Learning Environments: The Relationship Between Sense of Community and Participation , 2006 .

[42]  Alan Tait,et al.  Planning Student Support for Open and Distance Learning , 2000 .

[43]  Joi L. Moore,et al.  Student Perceptions as Distance Learners in Internet-Based Courses , 2002 .

[44]  Lisa M. PytlikZillig,et al.  Web-Based Learning: What Do We Know? Where Do We Go? Nebraska Symposium on Information Technology in Education (1st, Lincoln, Nebraska, May 15-17, 2002). , 2003 .

[45]  Terry E. Duncan,et al.  Psychometric properties of the Intrinsic Motivation Inventory in a competitive sport setting: a confirmatory factor analysis. , 1989, Research quarterly for exercise and sport.

[46]  W H Boon,et al.  Development during adolescence. , 1979, The Journal of the Singapore Paediatric Society.

[47]  R. Vallerand,et al.  On the causal effects of perceived competence on intrinsic motivation: A test of cognitive evaluation theory. , 1984 .

[48]  Doo H. Lim,et al.  Cross Cultural Differences in Online Learning Motivation , 2004 .

[49]  L. Frank.  The Society for Research in Child Development , 1935 .

[50]  J. Keller.  Motivational Design of Instruction , 1983 .

[51]  Roger Mills.  The centrality of learner support in open and distance learning: a paradigm shift in thinking , 2004 .

[52]  C. Midgley,et al.  Development during adolescence. The impact of stage-environment fit on young adolescents' experiences in schools and in families. , 1993, The American psychologist.

[53]  R. Vallerand,et al.  Intrinsic, extrinsic, and amotivational styles as predictors of behavior: A prospective study. , 1992 .

[54]  D. Keegan.  Theoretical Principles of Distance Education. , 1994 .

[55]  E. Deci,et al.  Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. , 2000, The American psychologist.

[56]  Robert J. Vallerand,et al.  Examining Individual Differences in the Internalization of Political Values: Validation of the Self-Determination Scale of Political Motivation , 2001 .

[57]  P. Pintrich,et al.  Motivation in Education: Theory, Research, and Applications , 1995 .

[58]  J. Willems.  Flexible Learning: Implications of “when‐ever”, “where‐ever” and “what‐ever” , 2005 .

[59]  J. Schafer,et al.  Missing data: our view of the state of the art. , 2002, Psychological methods.

[60]  Edward L. Deci,et al.  Intrinsic Motivation and Self-Determination in Human Behavior , 1975, Perspectives in Social Psychology.

[61]  R. Ryan,et al.  Autonomy in children's learning: an experimental and individual difference investigation. , 1987, Journal of personality and social psychology.

[62]  Sarah Carr.  As Distance Education Comes of Age, the Challenge Is Keeping the Students. , 2000 .

[63]  J. Reeve,et al.  Self-determination theory applied to educational settings. , 2002 .

[64]  E. Deci,et al.  A motivational approach to self: integration in personality. , 1990, Nebraska Symposium on Motivation. Nebraska Symposium on Motivation.

[65]  Martyn Standage,et al.  Students' Motivational Processes and Their Relationship to Teacher Ratings in School Physical Education , 2006, Research quarterly for exercise and sport.

[66]  Martyn Standage,et al.  A test of self-determination theory in school physical education. , 2005, The British journal of educational psychology.

[67]  E. Deci,et al.  Overview of self-determination theory: An organismic-dialectical perspective. , 2002 .

[68]  P. Beffa-Negrini,et al.  Strategies to motivate students in online learning environments. , 2002, Journal of nutrition education and behavior.

[69]  Tapabrata Maiti,et al.  Principles and Practice of Structural Equation Modeling (2nd ed.) , 2006 .

[70]  Lisa M. PytlikZillig,et al.  Web Based Learning: What do we know? Where do we go? , 2003 .

[71]  Olabisi Kuboni *,et al.  An assessment of support strategies used to facilitate distance students' participation in a web‐based learning environment in the University of the West Indies , 2004 .

[72]  Marylène Gagné,et al.  Understanding e-learning continuance intention in the workplace: A self-determination theory perspective , 2008, Comput. Hum. Behav..

[73]  L. Pelletier,et al.  Latent Motivational Change in an Academic Setting: A 3-Year Longitudinal Study , 2005 .

[74]  Robert A. Reiser,et al.  Trends and issues in instructional design and technology , 2002 .

[75]  Teresa K. Debacker,et al.  Extending the Traditional Classroom Through Online Discussion: The Role of Student Motivation , 2006 .

[76]  R. Vallerand,et al.  Self-determination and persistence in a real-life setting: toward a motivational model of high school dropout. , 1997, Journal of personality and social psychology.

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

[78]  Wilhelmina C. Savenye,et al.  Applying Social Cognitive Constructs of Motivation To Enhance Student Success in Online Distance Education. , 2003 .

[79]  Edward L. Deci,et al.  Inner resources for school achievement : motivational mediators of children's perceptions of their parents , 1991 .