Can MOOCs be interesting to students? An experimental investigation from regulatory focus perspective

This study examines how we can better encourage students to learn from a Massive Open Online Course (MOOC), which is one of the most significant supplementary ways of learning (in-class learning being primary). Drawing on the regulatory focus theory, I propose that, to students with a different regulatory-focus (promotion-focus or prevention-focus), different types of advocates (promotion-oriented or prevention-oriented advocates) yield different levels of motivation in students engaged in MOOC learning. The experimental results suggest that proper matching-such that promotion-oriented advocates match with promotion-focused students, and prevention-oriented advocates match with prevention-focused students-significantly increases students' motivation to learn from an MOOC and their evaluation of the MOOC as helpful, but they typically do not yield positive evaluations from students regarding the enjoyment of MOOC learning. Both theoretical and practical implications are discussed. Students with different regulatory focus evaluate MOOC differently.Students have higher intention to learn from MOOC in match situations.MOOCs are perceived as more helpful by students in match situations.MOOCs are not be perceived as more enjoyable by students in match situations.

[1]  David E. Cantor,et al.  Decision-making in the supply chain: Examining problem solving approaches and information availability , 2009 .

[2]  Daniel Gamache,et al.  Motivated to acquire? The impact of ceo regulatory focus on firm acquisitions , 2014 .

[3]  Angela Y. Lee,et al.  Looking into the Future: A Match between Self-View and Temporal Distance , 2013 .

[4]  K. Hew,et al.  Students’ and instructors’ use of massive open online courses (MOOCs): Motivations and challenges , 2014 .

[5]  Ing-Long Wu,et al.  An extension of Trust and TAM model with TPB in the initial adoption of on-line tax: An empirical study , 2005, Int. J. Hum. Comput. Stud..

[6]  Chuan-Hoo Tan,et al.  Comprehension and Assessment of Product Reviews: A Review-Product Congruity Proposition , 2013, J. Manag. Inf. Syst..

[7]  Scot Burton,et al.  The Impact of Regulatory Focus, Temporal Orientation, and Fit on Consumer Responses to Health-Related Advertising , 2010 .

[8]  Hannah H. Chang,et al.  Regulatory Focus, Regulatory Fit, and the Search and Consideration of Choice Alternatives , 2010 .

[9]  Antonio Padilla-Meléndez,et al.  Perceived playfulness, gender differences and technology acceptance model in a blended learning scenario , 2013, Comput. Educ..

[10]  Ofer Arazy,et al.  Corporate Wikis: The Effects of Owners' Motivation and Behavior on Group Members' Engagement , 2012, J. Manag. Inf. Syst..

[11]  M. Deimann The dark side of the MOOC - A critical inquiry on their claims and realities , 2015 .

[12]  J. Joško Brakus,et al.  Adoption of New and Really New Products: The Effects of Self-Regulation Systems and Risk Salience , 2007 .

[13]  N. Roese,et al.  Regulatory focus and temporal distance , 2003 .

[14]  Liu-Qin Yang,et al.  Commitment and Motivation at Work: the Relevance of Employee Identity and Regulatory Focus , 2010 .

[15]  Yvonne Belanger,et al.  Bioelectricity: A Quantitative Approach Duke University’s First MOOC , 2013 .

[16]  Jongwon Park,et al.  Effects of Parent-Extension Similarity and Self Regulatory Focus on Evaluations of Brand Extensions , 2006 .

[17]  Rita Kop,et al.  The Challenges to Connectivist Learning on Open Online Networks: Learning Experiences during a Massive Open Online Course , 2011 .

[18]  J. Simpson,et al.  Individual differences in sociosexuality: evidence for convergent and discriminant validity. , 1991, Journal of personality and social psychology.

[19]  Punam Anand Keller,et al.  Regulatory Focus and Efficacy of Health Messages , 2006 .

[20]  Arnd Florack,et al.  the imPACt of regUlAtory foCUs on the effeCts of two-sided Advertising , 2009 .

[21]  Yajiong Xue,et al.  Ensuring Employees' IT Compliance: Carrot or Stick? , 2013, Inf. Syst. Res..

[22]  Rongrong Zhou,et al.  Promotion and Prevention Across Mental Accounts: When Financial Products Dictate Consumers' Investment Goals , 2004 .

[23]  E. Tory Higgins,et al.  How Regulatory Fit Affects Value in Consumer Choices and Opinions , 2006 .

[24]  Angela Y. Lee,et al.  Understanding Regulatory Fit , 2006 .

[25]  Meyrick Chow,et al.  Extending the technology acceptance model to explore the intention to use Second Life for enhancing healthcare education , 2012, Comput. Educ..

[26]  Rick D. Hackett,et al.  Individual-Level Cultural Values as Moderators of Perceived Organizational Support–Employee Outcome Relationships in China: Comparing the Effects of Power Distance and Traditionality , 2007 .

[27]  Angela Y. Lee,et al.  Bringing the frame into focus: the influence of regulatory fit on processing fluency and persuasion. , 2004, Journal of personality and social psychology.

[28]  Ming-Chi Lee,et al.  Explaining and predicting users' continuance intention toward e-learning: An extension of the expectation-confirmation model , 2010, Comput. Educ..

[29]  Michael S. Roth My Modern Experience Teaching a MOOC. , 2013 .

[30]  N. Liberman,et al.  Regulatory focus effects on discounting over uncertainty for losses vs. gains , 2008 .

[31]  Howard B. Lee,et al.  A first course in factor analysis , 1973 .

[32]  Darrel D. Muehling,et al.  The Role of Regulatory Focus and Self-View in “Green” Advertising Message Framing , 2012 .

[33]  Marc Clarà,et al.  Learning online: massive open online courses (MOOCs), connectivism, and cultural psychology , 2013 .

[34]  Kelly L. Haws,et al.  An Assessment of Chronic Regulatory Focus Measures , 2009 .

[35]  Durairaj Maheswaran,et al.  For Better or For Worse? Valenced Comparative Frames and Regulatory Focus , 2007 .

[36]  Viswanath Venkatesh,et al.  Model of Acceptance with Peer Support: A Social Network Perspective to Understand Employees' System Use , 2009, MIS Q..

[37]  E. Higgins Making a good decision: value from fit. , 2000, The American psychologist.

[38]  Kevin G. Corley,et al.  Building theory about theory building: What constitutes a theoretical contribution? Academy of Management Review, , . , 2011 .

[39]  E. Higgins,et al.  Performance incentives and means: how regulatory focus influences goal attainment. , 1998, Journal of personality and social psychology.

[40]  Jing Wang,et al.  The Role of Regulatory Focus in Preference Construction , 2006 .

[41]  Kent B. Monroe,et al.  The Effects of Time Constraints on Consumers' Judgments of Prices and Products , 2003 .

[42]  H. Greve A Behavioral Theory of R&D Expenditures and Innovations: Evidence from Shipbuilding , 2003 .

[43]  Fred D. Davis,et al.  A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies , 2000, Management Science.

[44]  Naresh K. Malhotra,et al.  A Longitudinal Model of Continued IS Use: An Integrative View of Four Mechanisms Underlying Postadoption Phenomena , 2005, Manag. Sci..

[45]  E. Higgins Beyond pleasure and pain. , 1997, The American psychologist.

[46]  J. Daniel,et al.  Making Sense of MOOCs : Musings in a Maze of Myth , Paradox and Possibility Author : , 2013 .

[47]  Y. Trope,et al.  Construal Levels and Psychological Distance: Effects on Representation, Prediction, Evaluation, and Behavior. , 2007, Journal of consumer psychology : the official journal of the Society for Consumer Psychology.

[48]  Mahesh Gopinath,et al.  The Role of Regulatory Focus in the Experience and Self-Control of Desire for Temptations , 2006 .

[49]  A. Diederich MDFT account of decision making under time pressure , 2003, Psychonomic Bulletin & Review.

[50]  Justin Reich,et al.  Rebooting MOOC Research , 2015, Science.

[51]  C. M. Brendl,et al.  Do hedonic motives moderate regulatory focus motives? Evidence from the framing of persuasive messages. , 2014, Journal of personality and social psychology.

[52]  E. Watkins Level of Construal, Mind Wandering, and Repetitive Thought , 2010, Psychological Bulletin.

[53]  Michael A. West,et al.  Workplace duties or opportunities? Challenge stressors, regulatory focus, and creativity , 2013 .

[54]  J. Keller,et al.  Regulatory focus in economic contexts , 2013 .

[55]  Jennifer Aaker,et al.  “I” Seek Pleasures and “We” Avoid Pains: The Role of Self-Regulatory Goals in Information Processing and Persuasion , 2001 .

[56]  Stephanie Watts,et al.  Informational Influence in Organizations: An Integrated Approach to Knowledge Adoption , 2003, Inf. Syst. Res..

[57]  Sean C. Abajian,et al.  Emotive Vocabulary in MOOCs: Context & Participant Retention , 2012 .

[58]  Brit Toven-Lindsey,et al.  Virtually unlimited classrooms: Pedagogical practices in massive open online courses , 2015, Internet High. Educ..

[59]  Meng Chang Chen,et al.  Extending the TAM model to explore the factors that affect Intention to Use an Online Learning Community , 2010, Comput. Educ..

[60]  C. Osvaldo Rodriguez,et al.  MOOCs and the AI-Stanford Like Courses: Two Successful and Distinct Course Formats for Massive Open Online Courses. , 2012 .

[61]  Allison Littlejohn,et al.  Instructional quality of Massive Open Online Courses (MOOCs) , 2015, Comput. Educ..

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

[63]  E. Higgins,et al.  Achievement orientations from subjective histories of success: Promotion pride versus prevention pride , 2001 .

[64]  E. Higgins,et al.  Value From Regulatory Fit , 2005 .

[65]  E. Higgins Promotion and Prevention: Regulatory Focus as A Motivational Principle , 1998 .

[66]  Bin Wang,et al.  What makes them happy and curious online? An empirical study on high school students' Internet use from a self-determination theory perspective , 2011, Comput. Educ..

[67]  David E. Pritchard,et al.  Studying Learning in the Worldwide Classroom Research into edX's First MOOC. , 2013 .

[68]  Yu-Jen Chou,et al.  Goal Orientation and Comparative Valence in Persuasion , 2008 .

[69]  L. Werth,et al.  How regulatory focus influences consumer behavior , 2007 .

[70]  Hui-Min Lai,et al.  Factors influencing secondary school teachers' adoption of teaching blogs , 2011, Comput. Educ..

[71]  Manuel J. Sánchez-Franco,et al.  WebCT - The quasimoderating effect of perceived affective quality on an extending Technology Acceptance Model , 2010, Comput. Educ..

[72]  Michel Tuan Pham,et al.  Ideals and Oughts and the Reliance of Affect Versus Substance in Persuasion , 2004 .

[73]  Hangjung Zo,et al.  Understanding the MOOCs continuance: The role of openness and reputation , 2015, Comput. Educ..

[74]  T. K. Peng Motivation to lead: Linking leader regulatory focus, leadership behaviors, and motivational and cultural moderators , 2014 .

[75]  Gráinne Conole,et al.  MOOCs as disruptive technologies: strategies for enhancing the learner experience and quality of MOOCs Los MOOC como tecnologías disruptivas: estrategias para mejorar la experiencia de aprendizaje y la calidad de los MOOC. , 2016 .

[76]  Lisa Chamberlin,et al.  MOOCs: Massive Open Online Courses or Massive and Often Obtuse Courses? , 2011, ELERN.