Assessing acceptance in mindfulness with direct-worded items: The development and initial validation of the athlete mindfulness questionnaire
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PURPOSE: The purpose of the current study was to develop and validate a sport-specific mindfulness measure, the Athlete Mindfulness Questionnaire (AMQ), through 5 related studies using 4 separate samples of Chinese athletes. The AMQ is a 3-factor measure designed to assess mindfulness that reflects present-moment attention, awareness, and acceptance in a sport context. METHODS: In Study 1, an initial pool of items was generated based on previous literature, existing mindfulness scales, as well as interviews with and feedback from the athletes, coaches, and mindfulness experts. Initial support for the 3-factor structure of the AMQ was established via exploratory factor analysis in Study 2, and cross-validated through confirmatory factor analysis in Studies 3 and 4. In Study 5, a modified 3-factor AMQ with direct-worded acceptance items was examined in a fourth independent sample. RESULTS: Convergent and concurrent validities of the acceptance subscale failed to be established in Studies 3 and 4 which may be due to the inattention and confusion of the athletes whilst interpreting the reverse-worded items. A modified 16-item AMQ in Study 5 displayed satisfactory model fit and acceptable internal consistencies. Most importantly, convergent and concurrent validities of the 16-item AMQ were supported. The 3 subscales showed significant positive associations with mindfulness, flow, well-being, and positive affect and significant negative associations with experiential avoidance, burnout, and negative affect. CONCLUSION: The AMQ is a psychometrically sound measure of mindfulness in a sport context. The importance of using direct-worded acceptance items is discussed.
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Because awareness and refocusing are well-known phenomena in sport, control group athletes may have properly interpreted and understood the items related to these two subscales, making it easier to self-assess these two skills than acceptance.
“Given that awareness and refocusing are typical well-known phenomena in a sport context, control group athletes may have properly interpreted and understood the items related to these two subscales because they may relate closely to their experience. As such, it may be easier to self-assess these two skills than acceptance (Zhang et al., 2015).”
From Integrated mindfulness-based intervention: Effects on mindfulness skills, cognitive interference and performance satisfaction of young elite badminton players. (2020) · cites this paper as Zhang et al., 2015
The Discussion describes refocusing after distraction as relevant to sport and says athletes may misinterpret reverse-worded acceptance items. It does not say that control-group athletes understood awareness and refocusing items better, or that those skills are easier to self-assess than acceptance. The cited copy provides no page numbers for these passages. (LLM, conf=0.83)
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Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
(1991) · Cited by 15,554 · see citing works
The benefits of being present: Mindfulness and its role in psychological well-being
Brown, K. W., & Ryan, R. M. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.84.4.822 · Cited by 13,448 · see citing works
Mindfulness-based interventions in context: Past, present, and future
Kabat-Zinn, J. (2003) · Clinical Psychology: Science and Practice · doi:10.1093/clipsy.bpg016 · Cited by 8,615 · see citing works
Mindfulness-based interventions in context: Past, present, and future.
Kabat-Zinn, J. (2003) · Clinical Psychology: Science and Practice · doi:10.1093/clipsy/bpg016 · Cited by 8,612 · see citing works
Using Self-Report Assessment Methods to Explore Facets of Mindfulness
Baer, R. A., Smith, G. T., Hopkins, J., Krietemeyer, J., & Toney, L. (2006) · Assessment · doi:10.1177/1073191105283504 · Cited by 7,511 · cited 2× · see citing works
“This suggests that individuals without meditation experience are more likely to make judgments whilst paying attention to present-moment experience.(17,44) Although athletes might agree with all statements of the items regardless of the content, findings from our study indicate that Table 8 Means (M), standard deviati…”
Background(2008) · Medical Entomology and Zoology · Cited by 7,477 · see citing works
Determination and Quantification Of Content Validity
LYNN, M. R. (1986) · Nursing Research · doi:10.1097/00006199-198611000-00017 · Cited by 6,775 · see citing works
Is the CVI an acceptable indicator of content validity? Appraisal and recommendations
Polit, D. F., Beck, C. T., & Owen, S. V. (2007) · Research in Nursing & Health · doi:10.1002/nur.20199 · Cited by 5,273 · see citing works
Bond, F. W., Hayes, S. C., Baer, R. A., Carpenter, K. M., Guenole, N., Orcutt, H. K., Waltz, T., & Zettle, R. D. (2011) · Behavior Therapy · doi:10.1016/j.beth.2011.03.007 · Cited by 3,950 · see citing works
(2001) · Cited by 3,666 · see citing works
Thompson, E. R. (2007) · Journal of Cross-Cultural Psychology · doi:10.1177/0022022106297301 · Cited by 2,399 · see citing works
Angeles, L. (2002) · Cited by 1,182 · see citing works
Development and Preliminary Validation of an Athlete Burnout Measure
Raedeke, T. D., & Smith, A. L. (2001) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.23.4.281 · Cited by 1,002 · see citing works
Current Methodological Considerations in Exploratory and Confirmatory Factor Analysis
Schmitt, T. A. (2011) · Journal of Psychoeducational Assessment · doi:10.1177/0734282911406653 · Cited by 995 · see citing works
(1990) · Choice Reviews Online · doi:10.5860/choice.28-0355 · Cited by 949 · see citing works
Gunaratana, H. (1992) · Medical Entomology and Zoology · Cited by 713 · see citing works
Understanding psychological preparation for sport: theory and practice of elite performers
(1997) · Choice Reviews Online · doi:10.5860/choice.35-0972 · Cited by 673 · see citing works
An Introduction to the Sport Commitment Model
Scanlan, T. K., Carpenter, P. J., Simons, J. P., Schmidt, G. W., & Keeler, B. (1993) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.15.1.1 · Cited by 632 · see citing works
What does mindfulness really mean? A canonical perspective
Bodhi, B. (2011) · Contemporary Buddhism · doi:10.1080/14639947.2011.564813 · Cited by 626 · cited 1× · see citing works
“Mindfulness is described as frequent receptive attention to internal and external stimuli as they occur in Buddhist philosophy and practice.(1) It has been adopted by sport psychology researchers and practitioners to better understand and enhance the performance of athletes for over a decade.”
BackgroundHale, B. D. (1991) · The Sport Psychologist · doi:10.1123/tsp.5.3.292 · Cited by 556 · 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
On measuring mindfulness in psychosomatic and psychological research
Grossman, P. (2008) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2008.02.001 · Cited by 514 · see citing works
Jackson, S. A., Martin, A. J., & Eklund, R. C. (2008) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.30.5.561 · Cited by 475 · see citing works
The Psychology of Enhancing Human Performance: The Mindfulness-Acceptance-Commitment (MAC) Approach
Gardner, F. L., & Moore, Z. E. (2007) · doi:10.1891/9780826103369 · Cited by 413 · see citing works
A Validation of the Subjective Vitality Scale Using Structural Equation Modeling
Bostic, T. J., Rubio, D. M., & Hood, M. (2000) · Social Indicators Research · doi:10.1023/a:1007136110218 · Cited by 412 · see citing works
Kaufman, K. A., Glass, C. R., & Arnkoff, D. B. (2009) · Journal of Clinical Sport Psychology · doi:10.1123/jcsp.3.4.334 · Cited by 329 · see citing works
Kee, Y. H., & John Wang, C. K. (2008) · Psychology of Sport and Exercise · doi:10.1016/j.psychsport.2007.07.001 · Cited by 266 · see citing works
The Effect of Mindfulness Training on Athletes’ Flow: An Initial Investigation
Aherne, C., Moran, A. P., & Lonsdale, C. (2011) · The Sport Psychologist · doi:10.1123/tsp.25.2.177 · Cited by 265 · see citing works
Schmitt, T. A., & Sass, D. A. (2011) · Educational and Psychological Measurement · doi:10.1177/0013164410387348 · Cited by 257 · see citing works
Mindfulness and acceptance approaches in sport performance
Bernier, M., Thienot, E., Codron, R., & Fournier, J. F. (2009) · Journal of Clinical Sport Psychology · doi:10.1123/jcsp.3.4.320 · Cited by 246 · see citing works
Gardner, F. L., & Moore, Z. E. (2012) · Canadian Psychology / Psychologie canadienne · doi:10.1037/a0030220 · Cited by 241 · see citing works
The Psychology of Enhancing Human Performance: The Mindfulness-Acceptance-Commitment (Mac) Approach
Gardner, F. L., & Moore, Z. E. (2007) · Cited by 227 · see citing works
Reversed-Polarity Items and Scale Unidimensionality
Herché, J., & Engelland, B. T. (1996) · Journal of the Academy of Marketing Science · doi:10.1177/0092070396244007 · Cited by 204 · see citing works
Understanding Psychological Preparation for Sport: Theory and Practice of Elite Performers
Hogg, J. M. (1997) · The Sport Psychologist · doi:10.1123/tsp.11.3.355 · Cited by 198 · see citing works
Thompson, R. W., Kaufman, K. A., De Petrillo, L. A., Glass, C. R., & Arnkoff, D. B. (2011) · Journal of Clinical Sport Psychology · doi:10.1123/jcsp.5.2.99 · Cited by 191 · see citing works
Development and preliminary validation of the mindfulness inventory for sport.
Thienot, E., Jackson, B., Dimmock, J., Grove, J. R., Bernier, M., & Fournier, J. F. (2014) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2013.10.003 · Cited by 165 · cited 6× · see citing works
“In addition, it is important to emphasize both the ability of sustaining attention and awareness in the present moment and the ability of refocusing to the present moment when athletes become distracted which is a typical phenomenon in sport context.(17) Although the AMQ with direct-worded items demonstrated psychomet…”
BackgroundMethodResultInfluentialvan Schuur, W. H., & Kiers, H. A. L. (1994) · Applied Psychological Measurement · doi:10.1177/014662169401800201 · Cited by 147 · see citing works
Mindfulness-Based Cognitive Therapy for Depression: A New Approach to Preventing Relapse
Morgan, D. (2003) · Psychotherapy Research · doi:10.1093/ptr/kpg004 · Cited by 106 · see citing works
Zhang, C.-Q., Chung, P.-K., Si, G., & Liu, J. D. (2014) · Measurement and Evaluation in Counseling and Development · doi:10.1177/0748175614538064 · Cited by 96 · see citing works
Self-citationGooding, A., & Gardner, F. L. (2009) · Journal of Clinical Sport Psychology · doi:10.1123/jcsp.3.4.303 · Cited by 94 · see citing works
How Do Respondents Construe Ambiguous Response Formats of Affect Items?
Lloret, S., & González‐Romá, V. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.85.5.956 · Cited by 63 · see citing works
External and Internal Factors Influencing Happiness in Elite Collegiate Athletes
Denny, K. G., & Steiner, H. (2008) · Child Psychiatry & Human Development · doi:10.1007/s10578-008-0111-z · Cited by 55 · see citing works
Development and psychometric evaluation of the Milwaukee Psychotherapy Expectations Questionnaire
Norberg, M. M., Wetterneck, C. T., Sass, D. A., & Kanter, J. W. (2011) · Journal of Clinical Psychology · doi:10.1002/jclp.20781 · Cited by 53 · see citing works
An Exploration into Socio-Cultural Meridians of Chinese Athletes’ Psychological Training
Si, G., Duan, Y., Li, H. Y., & Jiang, X. (2011) · Journal of Clinical Sport Psychology · doi:10.1123/jcsp.5.4.325 · Cited by 51 · see citing works
Self-citationMindful Recovery: A Case Study of a Burned-Out Elite Shooter
Jouper, J., & Gustafsson, H. (2013) · The Sport Psychologist · doi:10.1123/tsp.27.1.92 · Cited by 48 · see citing works
Effects of dispositional mindfulness on the self-controlled learning of a novel motor task
Kee, Y. H., & Liu, Y.-T. (2011) · Learning and Individual Differences · doi:10.1016/j.lindif.2011.01.009 · Cited by 46 · see citing works
McCarthy, J. J. (2011) · Journal of Clinical Sport Psychology · doi:10.1123/jcsp.5.1.44 · Cited by 31 · see citing works
Revision on Chinese Edition of the Short Flow State Scale and the Short Dispositional Flow Scale
Liu, W. (2010) · Tiyu kexue · Cited by 11 · see citing works
Si, G. (2006) · Tiyu kexue · Cited by 5 · see citing works
Self-citationZhang, L. (2008) · Beijing Tiyu Daxue xuebao · Cited by 3 · see citing works
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Mindfulness and Athlete Burnout: A Systematic Review and Meta-Analysis
Li, C., Zhu, Y., Zhang, M., Gustafsson, H., & Chen, T. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16030449 · Cited by 69 · see citing works
Doron, J., Rouault, Q., Jubeau, M., & Bernier, M. (2020) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2019.101638 · Cited by 31 · see citing works
Zhang, C.-Q., Chung, P.-K., Si, G., & Gucciardi, D. F. (2016) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2016.02.006 · Cited by 21 · see citing works
Self-citationde Oliveira, S. M. S., Cunha, M. I. V. A., Rosado, A. F. B., Saraiva, M., & Ferreira, C. R. C. (2025) · Journal of Clinical Sport Psychology · doi:10.1123/jcsp.2023-0041 · Cited by 4 · see citing works
- Authors
- Zhang, C.-Q., Chung, P.-K., & Si, G.
- Affiliations
- Hong Kong Baptist University (HK)
- Education University of Hong Kong (HK)
- Corresponding author
- Chung, Pak-Kwong
- Venue
- Journal of Sport and Health Science
- Publisher
- Elsevier BV
- Published
- 2017-09
- Volume
- 6
- Issue
- 3
- Pages
- 311-320
- ISSN
- 2213-2961 (ISSN-L)
- 2095-2546
- PMC
- PMC6189008
- OpenAlex
- W2210339916
- Cited by
- 69
- References
- 51
- Citations by year
- 2026: 12 · 2025: 7 · 2024: 6 · 2023: 10 · 2022: 9 · 2021: 5 · 2020: 4 · 2019: 10 · 2018: 1 · 2017: 3 · 2016: 2
- FWCI
- 2.48
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- Locations
- Journal of sport and health science/Journal of Sport and Health Science (publishedVersion, cc-by-nc-nd)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- HKBU Institutional Repository (Hong Kong Baptist University) (submittedVersion, other-oa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Developmental and Educational Psychology › Sport Psychology and Performance
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- mindfulness, acceptance, sport psychology, scale development, psychometric validation, awareness, Chinese athletes, burnout, experiential avoidance, flow, well-being, positive affect
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