Motivation Measures in Sport: A Critical Review and Bibliometric Analysis

Motivation is widely-researched, in both sport psychology and other fields. As rigorous measurement is essential to understanding this latent construct, a critical appraisal of measurement instruments is needed. Thus, the purpose of this review was to evaluate the six most highly cited motivation measures in sport. Peer-reviewed articles published prior to August 2016 were searched to identify the six most highly cited motivation questionnaires in sport: Sport Motivation Scale (SMS), Intrinsic Motivation Inventory (IMI), Situational Motivational Scale (SIMS), Perceptions of Success Questionnaire (POSQ), Behavioural Regulation in Sport Questionnaire (BRSQ), and Task and Ego Orientation in Sport Questionnaire (TEOSQ). The questionnaires were then evaluated and discussed in four sections: Development, Reliability, Correlates, and Summary. Bibliometric data were also calculated (average weighted impact factor) and assessed (e.g., citations per year) to evaluate the impact of the use of each questionnaire. Despite some variance in their psychometric properties, conceptualization, structure, and utility, the six questionnaires are psychometrically strong instruments for quantifying motivation that are widely supported in the literature. Bibliometric analyses suggested that the IMI ranks first and the SMS ranks sixth according to the average weighted impact factors of their original publications. Consideration of each questionnaire's psychometric strengths/limitations, and conceptualization of motivation in the context of specific research questions should guide researchers in selecting the most appropriate instrument to measure motivation in sport. The average weighted impact factor of each questionnaire is a useful value to consider as well. With these points in mind, recommendations are provided.

[1]  Robert J. Vallerand,et al.  Competitive and recreational sport structures and gender: a test of their relationship with sport motivation , 1995 .

[2]  R. Ryan,et al.  Control and information in the intrapersonal sphere: An extension of cognitive evaluation theory. , 1982 .

[3]  Elaine A. Rose,et al.  Athlete burnout in elite sport: A self-determination perspective , 2009, Journal of sports sciences.

[4]  W. Vincent.  Statistics In Kinesiology , 1994 .

[5]  D. Conroy,et al.  Coaching Climates and the Destructive Effects of Mastery-Avoidance Achievement Goals on Situational Motivation , 2006 .

[6]  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.

[7]  Joan L. Duda,et al.  Perceived motivational climate, need satisfaction and indices of well-being in team sports: A longitudinal perspective , 2006 .

[8]  G. Bennett,et al.  The assessment. , 1989, Health visitor.

[9]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[10]  Avi Kaplan,et al.  Identified versus introjected approach and introjected avoidance motivations in school and in sports: The limited benefits of self- worth strivings , 2009 .

[11]  Jonas Lindahl,et al.  Trends and knowledge base in sport and exercise psychology research: a bibliometric review study , 2015 .

[12]  J. Cumming,et al.  Motivational Profiles and Psychological Skills Use within Elite Youth Sport , 2004 .

[13]  John G. Nicholls,et al.  The Competitive Ethos and Democratic Education , 1989 .

[14]  B. Zumbo,et al.  Goal contents, motivation, psychological need satisfaction, well-being and physical activity: A test of self-determination theory over 6 months , 2014 .

[15]  Nikos Ntoumanis,et al.  Empirical links between achievement goal theory and self-determination theory in sport , 2001, Journal of sports sciences.

[16]  Joan L. Duda,et al.  Advances in sport and exercise psychology measurement , 1998 .

[17]  P. Lemyre,et al.  A social cognitive approach to burnout in elite athletes , 2007, Scandinavian journal of medicine & science in sports.

[18]  C. Lonsdale,et al.  Temporal ordering of motivational quality and athlete burnout in elite sport. , 2011, Medicine and science in sports and exercise.

[19]  Mark R. Lepper,et al.  Turning play into work: Effects of adult surveillance and extrinsic rewards on children's intrinsic motivation. , 1975 .

[20]  J. Duda,et al.  Perceived Autonomy Support, Motivation Regulations and the Self-Evaluative Tendencies of Student Dancers , 2011, Journal of dance medicine & science : official publication of the International Association for Dance Medicine & Science.

[21]  R. Vallerand,et al.  Influence of coaches' autonomy support on athletes' motivation and sport performance: A test of the hierarchical model of intrinsic and extrinsic motivation. , 2010 .

[22]  Clifford J. Mallett,et al.  Progressing measurement in sport motivation with the SMS-6: A response to Pelletier, Vallerand, and Sarrazin , 2007 .

[23]  M. Blais,et al.  Developing and validating a measure of intrinsic and extrinsic motivation in sports: A scale of motivation for Sports (EMS). , 1995 .

[24]  Edward L. Deci,et al.  Optimizing Students' Motivation in the Era of Testing and Pressure: A Self-Determination Theory Perspective , 2016 .

[25]  P. Lemyre,et al.  Achievement Goal Orientations, Perceived Ability, and Sportspersonship in Youth Soccer , 2002 .

[26]  S. Jackson,et al.  Implicit Theories of Achievement and the Sport Experience: Effect of Goal Orientations on Achievement Strategies and Perspectives , 1995 .

[27]  Carol S. Dweck,et al.  Motivational processes affecting learning. , 1986 .

[28]  Zan Gao,et al.  Need satisfaction, motivation, and engagement among high-performance youth athletes: A multiple mediation analysis , 2015 .

[29]  A. Tolvanen,et al.  Youth Athletes' Motivation, Perceived Competence, and Persistence in Organized Team Sports , 2015 .

[30]  Rebecca E. Lee,et al.  Decomposing intrinsic and extrinsic motivation for exercise: Application to stages of motivational readiness , 2007 .

[31]  Elaine A. Rose,et al.  The behavioral regulation in sport questionnaire (BRSQ): instrument development and initial validity evidence. , 2008, Journal of sport & exercise psychology.

[32]  Peter Newcombe,et al.  Sport motivation scale-6 (SMS-6): A revised six-factor sport motivation scale , 2007 .

[33]  D. Treasure,et al.  Relationship among achievement goal orientations and multidimensional situational motivation in physical education. , 2002, The British journal of educational psychology.

[34]  R. Vallerand,et al.  The revised six-factor Sport Motivation Scale (Mallett, Kawabata, Newcombe, Otero-Forero, & Jackson, 2007): something old, something new, and something borrowed. , 2007 .

[35]  A. Amorose,et al.  Intrinsic Motivation: Relationships with Collegiate Athletes’ Gender, Scholarship Status, and Perceptions of Their Coaches’ Behavior , 2000 .

[36]  Carol T. Kulik,et al.  Old Friends, New Faces: Motivation Research in the 1990s , 1999 .

[37]  A. Amorose,et al.  Pre- to Post-Season Changes in the Intrinsic Motivation of First Year College Athletes: Relationships with Coaching Behavior and Scholarship Status , 2001 .

[38]  R. Vallerand,et al.  On the Assessment of Situational Intrinsic and Extrinsic Motivation: The Situational Motivation Scale (SIMS) , 2000 .

[39]  Justine B. Allen,et al.  Predicting elite Scottish athletes’ attitudes towards doping: examining the contribution of achievement goals and motivational climate , 2015, Journal of sports sciences.

[40]  G. Roberts,et al.  Achievement goals in sport: the development and validation of the Perception of Success Questionnaire. , 1998, Journal of sports sciences.

[41]  P. M. Wilson,et al.  Understanding Motivational Processes in University Rugby Players: A Preliminary Test of the Hierarchical Model of Intrinsic and Extrinsic Motivation at the Contextual Level , 2012 .

[42]  R. Eklund,et al.  Changes in athlete burnout and motivation over a 12-week league tournament. , 2005, Medicine and science in sports and exercise.

[43]  G. Roberts,et al.  Advances in motivation in sport and exercise , 2001 .

[44]  Edward L. Deci,et al.  Validation of the revised sport motivation scale (SMS-II) , 2013 .

[45]  Dennis A. Sheridan,et al.  Self-determined motivation as a predictor of burnout among college athletes. , 2013 .

[46]  Joan L. Duda,et al.  Relationship between Task and Ego Orientation and the Perceived Purpose of Sport among High School Athletes , 1989 .

[47]  D. Ungerer.  [Sport psychology]. , 1974, Therapie der Gegenwart.

[48]  J. Duda,et al.  Examination of the internal structure of the behavioural regulation in sport questionnaire among dancers , 2015 .

[49]  G. Roberts,et al.  The relationship between motivational climate, perceived ability and sources of distress among elite athletes , 2000, Journal of sports sciences.

[50]  M. Herring,et al.  A review of competitive sport motivation research , 2016 .

[51]  Peter M. Bentler,et al.  EQS : structural equations program manual , 1989 .

[52]  G. Roberts,et al.  Perceived motivational climate and cognitive and affective correlates among Norwegian athletes. , 1998, Journal of sports sciences.

[53]  M. Hagger,et al.  Psychographic Profiling for Effective Health Behavior Change Interventions , 2016, Front. Psychol..

[54]  D. Gill,et al.  The role of perceived competence in the motivation of physical activity. , 1995 .

[55]  John D. Mayer,et al.  Seventy-five years of motivation measures (1930–2005): A descriptive analysis , 2007 .

[56]  A. García-Mas,et al.  Relationships between Cooperation and Goal Orientation among Male Professional and Semi-Professional Team Athletes , 2014, Perceptual and motor skills.

[57]  Paul R. Appleton,et al.  Measurement invariance of the Behavioural Regulation in Sport Questionnaire when completed by young athletes across five European countries , 2013 .

[58]  J. Ng,et al.  Comparing sport motivation scales: A response to Pelletier et al. , 2014 .

[59]  J. Duda,et al.  Goal orientations, beliefs about success, and performance improvement among young elite Dutch soccer players , 1999, Scandinavian journal of medicine & science in sports.

[60]  K. Carter,et al.  Motivation for health behaviours: a systematic review of the nursing literature. , 2002, Journal of advanced nursing.

[61]  E. Deci,et al.  Self‐determination theory and work motivation , 2005 .

[62]  Keven A. Prusak,et al.  Validity, Reliability, and Invariance of the Situational Motivation Scale (SIMS) Across Diverse Physical Activity Contexts , 2003 .

[63]  J. Fernández-Río,et al.  2×2 Dominant achievement goal profiles in high-level swimmers , 2014, European journal of sport science.

[64]  M. Blais,et al.  Toward a New Measure of Intrinsic Motivation, Extrinsic Motivation, and Amotivation in Sports: The Sport Motivation Scale (SMS) , 1995 .