Should We Be Looking at the Forest or the Trees? Overall Psychological Need Satisfaction and Individual Needs as Predictors of Physical Activity
Open accessAbstract
The objectives of this study were to examine whether (a) measures designed to assess satisfaction of competence, autonomy, and relatedness needs in physical activity contexts can represent both general and specific needs satisfaction and (b) the specific needs are associated with concurrent moderate-to-vigorous-intensity physical activity (MVPA) participation (Time 1) and MVPA participation 4 months later (Time 2), beyond general psychological need satisfaction (PNS). Data from 544 adolescents (Mage = 14.1 years, SD = 0.6) were analyzed. A bifactor model specifying four factors (i.e., one general PNS and three specific needs) provided a good fit to the data. Extending the model to predict Time 1 and Time 2 MVPA participation also provided a good fit to the data. General PNS and specific needs had unique and empirically distinguishable associations with MVPA participation. The bifactor operationalization of PNS provides a framework to delineate common and distinctive antecedents and outcomes of general PNS and specific needs.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Participants' global levels of need satisfaction were the key component responsible for associations between need satisfaction measures and covariates.
“Perhaps even more importantly, these studies (e.g., Brunet et al., 2016;Sánchez-Oliva et al., 2017) also reported that participants' global levels of need satisfaction tended to be the key component responsible for associations between need satisfaction measures and a variety of covariates,”
From University students' need satisfaction trajectories: A growth mixture analysis (2019) · cites this paper as Brunet et al., 2016
Recent evidence offers tentative support for the key role of global need satisfaction.
“Despite recent evidence providing tentative support to the key role played by global need satisfaction (Brunet et al., 2016;Sánchez-Oliva et al., 2017)”
From University students' need satisfaction trajectories: A growth mixture analysis (2019) · cites this paper as Brunet et al., 2016
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
The "what" and "why" of goal pursuits: Human needs and the self-determination of behavior
Deci, E. L., & Ryan, R. M. (2000) · Psychological Inquiry · doi:10.1207/s15327965pli1104_01 · Cited by 34,210 · see citing works
Preacher, K. J., & Hayes, A. F. (2008) · Behavior Research Methods · doi:10.3758/brm.40.3.879 · Cited by 34,117 · see citing works
Intrinsic Motivation and Self-Determination in Human Behavior
Deci, E. L., & Ryan, R. M. (1985) · doi:10.1007/978-1-4899-2271-7 · Cited by 26,772 · see citing works
The need to belong: Desire for interpersonal attachments as a fundamental human motivation.
Baumeister, R. F., & Leary, M. R. (1995) · Psychological Bulletin · doi:10.1037//0033-2909.117.3.497 · Cited by 23,245 · see citing works
Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance
Cheung, G. W., & Rensvold, R. B. (2002) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1207/s15328007sem0902_5 · Cited by 16,280 · see citing works
Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance
Chen, F. F. (2007) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1080/10705510701301834 · Cited by 12,217 · see citing works
Vandenberg, R. J., & Lance, C. E. (2000) · Organizational Research Methods · doi:10.1177/109442810031002 · Cited by 7,997 · see citing works
Motivation reconsidered: The concept of competence.
White, R. W. (1959) · Psychological Review · doi:10.1037/h0040934 · Cited by 5,681 · see citing works
Janssen, I., & LeBlanc, A. G. (2010) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-7-40 · Cited by 4,829 · cited 1× · see citing works
“…several health conditions (e.g., hypertension, Type 2 diabetes, heart diseases, stroke, obesity, depression, certain cancers) and enhance quality of life and well-being in adolescents (Andersen, Riddoch, Kriemler, & Hills, 2011; Eime, Young, Harvey, Charity, & Payne, 2013; Janssen & LeBlanc, 2010).”
Messick, S. (1995) · American Psychologist · doi:10.1037/0003-066x.50.9.741 · Cited by 4,198 · see citing works
Exercise, physical activity, and self-determination theory: A systematic review
Teixeira, P. J., Carraça, E. V., Markland, D., Silva, M. N., & Ryan, R. M. (2012) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-9-78 · Cited by 2,963 · see citing works
Self-citationExploratory Structural Equation Modeling
Asparouhov, T., & Muthén, B. (2009) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705510903008204 · Cited by 2,701 · see citing works
McAuley, E., Duncan, T., & Tammen, V. V. (1989) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.1989.10607413 · Cited by 2,694 · see citing works
Eime, R. M., Young, J. A., Harvey, J. T., Charity, M. J., & Payne, W. R. (2013) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-10-98 · Cited by 2,366 · see citing works
Psychological Needs and the Facilitation of Integrative Processes
Ryan, R. M. (1995) · Journal of Personality · doi:10.1111/j.1467-6494.1995.tb00501.x · Cited by 2,245 · see citing works
The Rediscovery of Bifactor Measurement Models
Reise, S. P. (2012) · Multivariate Behavioral Research · doi:10.1080/00273171.2012.715555 · Cited by 2,112 · see citing works
Estimation of composite reliability for congeneric measures
Raykov, T. (1997) · Applied Psychological Measurement · doi:10.1177/01466216970212006 · Cited by 1,775 · see citing works
The role of autonomy support and autonomy orientation in prosocial behavior engagement
Gagné, M. (2003) · Motivation and Emotion · doi:10.1023/a:1025007614869 · Cited by 1,397 · see citing works
An Overview of Analytic Rotation in Exploratory Factor Analysis
Browne, M. W. (2001) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr3601_05 · Cited by 1,145 · see citing works
A test of self‐determination theory in school physical education
Standage, M., Duda, J. L., & Ntoumanis, N. (2005) · British Journal of Educational Psychology · doi:10.1348/000709904x22359 · Cited by 1,085 · see citing works
Bartholomew, K. J., Ntoumanis, N., Ryan, R. M., Bosch, J. A., & Thøgersen-Ntoumani, C. (2011) · Personality and Social Psychology Bulletin · doi:10.1177/0146167211413125 · Cited by 1,064 · see citing works
A Physical Activity Screening Measure for Use With Adolescents in Primary Care
Prochaska, J. J., Sallis, J. F., & Long, B. (2001) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.155.5.554 · Cited by 1,036 · see citing works
Ntoumanis, N. (2005) · Journal of Educational Psychology · doi:10.1037/0022-0663.97.3.444 · Cited by 754 · see citing works
The role of the bifactor model in resolving dimensionality issues in health outcomes measures
Reise, S. P., Morizot, J., & Hays, R. D. (2007) · Quality of Life Research · doi:10.1007/s11136-007-9183-7 · Cited by 747 · see citing works
Vlachopoulos, S. P., & Michailidou, S. (2006) · Measurement in Physical Education and Exercise Science · doi:10.1207/s15327841mpee1003_4 · Cited by 661 · see citing works
Ineffectiveness of Reverse Wording of Questionnaire Items: Let’s Learn from Cows in the Rain
Sonderen, E. V., Sanderman, R., & Coyne, J. C. (2013) · PLoS ONE · doi:10.1371/journal.pone.0068967 · Cited by 544 · see citing works
Chen, F. F., Hayes, A. M., Carver, C. S., Laurenceau, J., & Zhang, Z. (2011) · Journal of Personality · doi:10.1111/j.1467-6494.2011.00739.x · Cited by 540 · see citing works
A test of self-determination theory in the exercise domain
Edmunds, J., Ntoumanis, N., & Duda, J. L. (2006) · Journal of Applied Social Psychology · doi:10.1111/j.0021-9029.2006.00102.x · Cited by 482 · see citing works
The Psychological Need Satisfaction in Exercise Scale
Wilson, P. M., Rogers, W. T., Rodgers, W. M., & Wild, T. C. (2006) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.28.3.231 · Cited by 452 · see citing works
Currie, C. E., Gabhainn, S. N., & Godeau, E. (2009) · International Journal of Public Health · doi:10.1007/s00038-009-5404-x · Cited by 400 · see citing works
Sheldon, K., & Filak, V. F. (2008) · British Journal of Social Psychology · doi:10.1348/014466607x238797 · Cited by 397 · see citing works
Psychological Needs as Basic Motives, Not Just Experiential Requirements
Sheldon, K. M., & Gunz, A. (2009) · Journal of Personality · doi:10.1111/j.1467-6494.2009.00589.x · Cited by 385 · see citing works
Standage, M., Gillison, F., Ntoumanis, N., & Treasure, D. C. (2012) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.34.1.37 · Cited by 342 · see citing works
Physical activity and cardiovascular risk factors in children
Andersen, L. B., Riddoch, C., Kriemler, S., & Hills, A. P. (2011) · British Journal of Sports Medicine · doi:10.1136/bjsports-2011-090333 · Cited by 331 · see citing works
Taylor, I. M., Ntoumanis, N., Standage, M., & Spray, C. M. (2010) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.32.1.99 · Cited by 311 · see citing works
Exploratory Bi-Factor Analysis
Jennrich, R. I., & Bentler, P. M. (2011) · Psychometrika · doi:10.1007/s11336-011-9218-4 · Cited by 300 · see citing works
Hagger, M. S., Chatzisarantis, N. L. D., & Harris, J. (2006) · Personality and Social Psychology Bulletin · doi:10.1177/0146167205279905 · Cited by 282 · see citing works
Change in Physical Education Motivation and Physical Activity Behavior during Middle School
Cox, A. E., Smith, A. L., & Williams, L. (2008) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2008.04.020 · Cited by 272 · see citing works
Gunnell, K. E., Crocker, P. R. E., Wilson, P. M., Mack, D. E., & Zumbo, B. D. (2013) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2013.03.007 · Cited by 264 · see citing works
Self-citationNg, J. Y. Y., Lonsdale, C., & Hodge, K. P. (2010) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2010.10.006 · Cited by 257 · see citing works
Sebire, S. J., Jago, R., Fox, K. R., Edwards, M. J., & Thompson, J. L. (2013) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-10-111 · Cited by 251 · see citing works
Gunnell, K. E., Crocker, P. R. E., Mack, D. E., Wilson, P. M., & Zumbo, B. D. (2013) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2013.08.005 · Cited by 248 · see citing works
Self-citationAppleton, P. R., Ntoumanis, N., Quested, E., Viladrich, C., & Duda, J. L. (2015) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2015.05.008 · Cited by 201 · see citing works
McDonough, M. H., & Crocker, P. R. E. (2007) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.29.5.645 · Cited by 199 · see citing works
Ridgers, N. D., Timperio, A. F., Crawford, D. A., & Salmon, J. (2011) · Journal of science and medicine in sport · doi:10.1016/j.jsams.2011.09.003 · Cited by 113 · see citing works
Myers, N. D., Martin, J. J., Ntoumanis, N., Çelimli, Ş., & Bartholomew, K. J. (2014) · Sport Exercise and Performance Psychology · doi:10.1037/spy0000015 · Cited by 77 · see citing works
Wilson, P. M., & Rogers, W. T. (2008) · Journal of Applied Biobehavioral Research · doi:10.1111/j.1751-9861.2008.00031.x · Cited by 54 · see citing works
McDavid, L., Cox, A. E., & McDonough, M. H. (2014) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2014.04.006 · Cited by 53 · see citing works
The Relatedness to Others in Physical Activity Scale: Evidence for Structural and Criterion Validity
Wilson, P. M., & Bengoechea, E. G. (2010) · Journal of Applied Biobehavioral Research · doi:10.1111/j.1751-9861.2010.00052.x · Cited by 52 · see citing works
Rahman, R., Thøgersen-Ntoumani, C., Thatcher, J., & Doust, J. (2011) · Psychology and Health · doi:10.1080/08870446.2010.538849 · Cited by 45 · see citing works
Gunnell, K. E., & Gaudreau, P. (2015) · Personality and Individual Differences · doi:10.1016/j.paid.2014.12.059 · Cited by 45 · see citing works
Self-citationBélanger, M. F., Caissie, I., Beauchamp, J., O’Loughlin, J. L., Sabiston, C. M., & Mancuso, M. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-649 · Cited by 42 · see citing works
Self-citationA tale of two models: Changes in psychological need satisfaction and physical activity over 3 years.
Gunnell, K. E., Bélanger, M. F., & Brunet, J. (2015) · Health Psychology · doi:10.1037/hea0000259 · Cited by 35 · see citing works
Self-citationStenling, A., Ivarsson, A., Hassmén, P., & Lindwall, M. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01303 · Cited by 29 · see citing works
Flagged first, then by citations
Research works printed but not linked: 11
- Browne, M.W., & Cudeck, R. (1983). Alternative ways of assessing model fit. In K.A. Bollen & J.S. Long (Eds.), Testing structural equation models (pp. 136-162). New- bury Park, CA: Sage.
- Burnham, K.P., & Anderson, D.R. (2003). Model selection and multimodel inference: A practical information-theoretic approach. New York, NY:Springer-Verlag.
- Chen, F.F., Bollen, K.A., Paxton, P., Curran, P.J., & Kirby, J.B. (2001). Improper solutions in structural equa-tion models: Causes, consequences, and strategies. Sociological Methods & Research, 29, 468-508. doi:10.1177/0049124101029004003 · DOI · Paper page
- Cohen, J., Cohen, P., West, S.G., & Aiken, L.S. (2013). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). New York, NY:Routledge.
- deCharms, R.(1968). Personalcausation: Theinternalaffective determinantsofbehavior. NewYork,NY:Academic Press.
- Deci, E.L., & Ryan, R.M. (2011). Self-determination theory. In P.A.M. Van Lange, A.W. Kruglanski, & E.T. Higgins (Eds.), Handbook of theories of social psychology (Vol. 1, pp. 416-433). Thousand Oaks, CA: Sage.
- Enders, C.K. (2010). Applied missing data analysis. New York, NY: Guilford Press.
- Hagger, M.S., & Chatzisarantis, N.L. (Eds.). (2007). Intrinsic motivation and self-determination in exercise and sport. Champaign, IL: Human Kinetics.
- Muthén, L. K., & Muthén, B. O. (1998-2015). Mplus user's guide (7th ed.). Los Angeles, CA: Muthén & Muthén.
- Sebire, S.J., Standage, M., & Vansteenkiste, M. (2009). Examin- ing goal content in the exercise domain: Intrinsic versus extrinsic goals and cognitive, affective, and behavioural outcomes, and psychological need satisfaction. Journal of Sport & Exercise Psychology, 31, 189-210. PubMed doi:10.1123/jsep.31.2.189 · DOI
- Standage, M. (2012). Motivation: Self-determination theory and performance in sport The Oxford handbook of sport and performance psychology (pp. 233-249). New York, NY: Oxford University Press.
Cited by
Sorted by citations
Garn, A. C., Morin, A. J. S., & Lonsdale, C. (2019) · Journal of Educational Psychology · doi:10.1037/edu0000283 · Cited by 92 · see citing works
University students' need satisfaction trajectories: A growth mixture analysis
Gillet, N., Morin, A. J. S., Huyghebaert, T., Burger, L., Maillot, A., Poulin, A., & Tricard, E. (2019) · Learning and Instruction · doi:10.1016/j.learninstruc.2017.11.003 · Cited by 57 · see citing works
- Authors
- Brunet, J., Gunnell, K. E., Teixeira, P., Sabiston, C. M., & Bélanger, M.
- Affiliations
- University of Ottawa (CA)
- University of Lisbon (PT)
- University of Toronto (CA)
- Université de Sherbrooke (CA)
- Venue
- Journal of Sport and Exercise Psychology
- Publisher
- Human Kinetics
- Published
- 2016-08
- Volume
- 38
- Issue
- 4
- Pages
- 317-330
- ISSN
- 0895-2779 (ISSN-L)
- 1543-2904
- OpenAlex
- W2531604179
- Cited by
- 50
- References
- 55
- Citations by year
- 2026: 3 · 2025: 1 · 2024: 3 · 2023: 9 · 2022: 2 · 2021: 7 · 2020: 11 · 2019: 7 · 2018: 5 · 2017: 2
- FWCI
- 7.35
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Sport and Exercise Psychology (publishedVersion)
- PubMed (publishedVersion)
- Knowledge UdeS (Institutional Deposit of the University of Sherbrooke) (submittedVersion, cc-by-nc-nd)
- Knowledge UdeS (Institutional Deposit of the University of Sherbrooke) (submittedVersion, cc-by-sa)
- Funders
- Fondation de la recherche en santé du Nouveau-Brunswick (20130729)
- Topics
- Social Sciences › Psychology › Social Psychology › Motivation and Self-Concept in Sports
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Social Sciences › Psychology › Social Psychology › Recreation, Leisure, Wilderness Management
- Keywords
- psychological need satisfaction, competence, autonomy, relatedness, self-determination theory, moderate-to-vigorous physical activity, adolescents, bifactor model, physical activity participation
- MeSH terms
- Adolescent, Adolescent Behavior, Child, Female, Humans, Longitudinal Studies, Male, Models, Psychological, Personal Satisfaction, Exercise, Personal Autonomy
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review