Factor Structure and Gender Invariance Testing for the Sport Anxiety Scale-2 (SAS-2)

in Journal of Clinical Sport Psychology

Click name to view affiliation

Leilani A. Madrigal California State University Long Beach

Search for other papers by Leilani A. Madrigal in
Current site
Google Scholar
PubMed
Close
*
,
Vincenzo Roma University of Nebraska-Lincoln

Search for other papers by Vincenzo Roma in
Current site
Google Scholar
PubMed
Close
*
,
Todd Caze University of Nebraska-Lincoln

Search for other papers by Todd Caze in
Current site
Google Scholar
PubMed
Close
*
,
Arthur Maerlender University of Nebraska-Lincoln

Search for other papers by Arthur Maerlender in
Current site
Google Scholar
PubMed
Close
*
, and
Debra Hope University of Nebraska-Lincoln

Search for other papers by Debra Hope in
Current site
Google Scholar
PubMed
Close
*
Restricted access

This study aimed to provide further psychometric validation of the Sport Anxiety Scale-2 (SAS-2) by assessing the factor structure, invariance across gender, and convergent and divergent validity of the SAS-2 by correlating both related (i.e., anxiety sensitivity, brief fear of negative evaluation, intolerance of uncertainty, and negative affect) and unrelated constructs (i.e., positive affect, self-confidence). A total of 542 current and former competitive athletes completed a questionnaire through Amazon’s Mechanical Turk system. All data were collected via online survey. Participants were randomly assigned to an exploratory factor analysis (n = 271) and confirmatory factor analysis group (n = 271). Results indicated that both exploratory and confirmatory factor analyses supported the three-factor model of anxiety involving somatic anxiety, worry, and concentration disruption. Additionally, this study found the SAS-2 to be reliable, gender invariant, and have strong construct validity. Our findings extend the generalizability of the SAS-2 in more varied populations of athletic backgrounds.

Madrigal is with the Dept. of Kinesiology, California State University Long Beach, Long Beach, CA. Roma, Caze, and Hope are with the Dept. of Psychology, University of Nebraska-Lincoln, Lincoln, NE. Maerlender is with the Center for Brain, Biology, & Behavior, University of Nebraska-Lincoln, Lincoln, NE.

Address author correspondence to Leilani A. Madrigal at leilani.madrigal@csulb.edu.
  • Collapse
  • Expand
  • Abrahamsen, F.E., Roberts, G.C., & Pensgaard, A.M. (2008). Achievement goals and gender effects on multidimensional anxiety in national elite sport. Psychology of Sport and Exercise, 9, 449464. doi:10.1016/j.psychsport.2007.06.005

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Boswell, J.F., Thompson‐Hollands, J., Farchione, T.J., & Barlow, D.H. (2013). Intolerance of uncertainty: A common factor in the treatment of emotional disorders. Journal of Clinical Psychology, 69(6), 630645. PubMed doi:10.1002/jclp.21965

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Brown, T.A., & Moore, M.T. (2006). Confirmatory factor analysis for applied research. New York, NY: Guilford Press.

  • Buhr, K., & Dugas, M.J. (2002). The intolerance of uncertainty scale: Psychometric properties of the English version. Behavior Research Therapy, 40, 931945. doi:10.1016/S0005-7967(01)00092-4

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Buhrmester, M., Kwang, T., & Gosling, S.D. (2011). Amazon’s mechanical turk: A new source of inexpensive, yet high-quality, data? Perspectives on Psychological Science, 6, 35. PubMed doi:10.1177/1745691610393980

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Byrne, B.M. (2001). Structural equation modeling with AMOS, EQS, and LISREL: Comparative approaches to testing for the factorial validity of a measuring instrument. International Journal of Testing, 1, 5586. doi:10.1207/S15327574IJT0101_4

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Byrne, B.M. (2004). Testing for multigroup invariance using AMOS graphics: A road less traveled. Structural Equation Modeling, 11, 272300. doi:10.1207/s15328007sem1102_8

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Campbell, D.T., & Fiske, D.W. (1959). Convergent and discriminant validation by the multitrait-multimethod matrix. Psychological Bulletin, 56, 81105. PubMed doi:10.1037/h0046016

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Conroy, D.E. (2004). The unique psychological meaning of multidimensional fears of failing. Journal of Sport & Exercise Psychology, 26, 484491. doi:10.1123/jsep.26.3.484

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Cota, A.A., Longman, R.S., Holden, R.R., Fekken, G.C., & XI-Naris, S. (1993). Interpolating 95th percentile eigenvalues from random data: An empirical example. Educational & Psychological Measurement, 53, 585596. doi:10.1177/0013164493053003001

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Cronbach, L.J., & Meehl, P.E. (1955). Construct validity in psychological tests. Psychological Bulletin, 52, 281302. PubMed doi:10.1037/h0040957

  • Duica, S., Balazsi, R., Ciulei, R., & Bivolaru, A. (2014). The mediating role of coping strategies between achievement goals and competitive anxiety in elite sport: A path analytic study. Cognition, Brain, & Behavior: An Interdisciplinary Journal, 18, 109124.

    • Search Google Scholar
    • Export Citation
  • Gould, D., Greenleaf, C, & Krane, V. (2002). Arousal-anxiety and sport behavior. In T. Horn (Ed.), Advances in sport psychology (pp. 207241). Champaign, IL: Human Kinestics.

    • Search Google Scholar
    • Export Citation
  • Grossbard, J., Smith, R., Smoll, F., & Cumming, S. (2009). Competitive anxiety in young athletes: Differentiating somatic anxiety, worry, and concentration disruption. Anxiety, Stress, and Coping, 22, 153166. doi:10.1080/10615800802020643

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Grossbard, J.R., Cumming, S.P., Standage, M., Smith, R.E., & Smoll, F.L. (2007). Social desirability and relations between goal orientations and competitive trait anxiety in young athletes. Psychology of Sport & Exercise, 8, 491505. doi:10.1016/j.psychsport.2006.07.009

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Hinkin, T.R. (1998). A brief tutorial on the development of measures for use in survey questionnaires. Organizational Research Methods, 1, 104121. doi:10.1177/109442819800100106

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Hu, L.-T., & Bentler, P.M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 155. doi:10.1080/10705519909540118

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kais, K., & Raudsepp, L. (2005). Intensity and direction of competitive state anxiety, self-confidence and athletic performance. Kinesiology, 37, 1320.

    • Search Google Scholar
    • Export Citation
  • Kaiser, H.F. (1970). A second generation little jiffy. Psychometrika, 35, 401415. doi:10.1007/BF02291817

  • Kaye, M.P., Frith, A., & Vosloo, J. (2015). Dyadic anxiety in youth sport: The relationship of achievement goals with anxiety in young athletes and their parents. Journal of Applied Sport Psychology, 27, 171185. doi:10.1080/10413200.2014.970717

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Kemper, C.J., Lutz, J., Bahr, T., Ruddel, H., & Hock, M. (2012). Construct validity of the anxiety sensitivity index-3 in clinical samples. Assessment, 19, 89100. PubMed doi:10.1177/1073191111429389

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Krzystofiak, F., Cardy, R.L., & Newman, J. (1988). Implicit personality and performance appraisal: The influence of trait inferences on evaluation behavior. Journal of Applied Psychology, 75, 515521. doi:10.1037/0021-9010.73.3.515

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Leary, M.R. (1983). A brief version of the fear of negative evaluation scale. Personality and Social Psychology Bulletin, 9, 371375. doi:10.1177/0146167283093007

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lilienfeld, S.O. (1996). Anxiety sensitivity is not distinct from trait anxiety. In R. Rapee (Ed.), Current controversies in the anxiety disorders (pp. 228244). New York, NY: Guilford Press.

    • Search Google Scholar
    • Export Citation
  • Martens, R., Burton, D., Vealey, R.S., Bump, L.A., & Smith, D.E. (1990). Development and validation of the CSAI-2. In R. Martens, R.S. Vealey, & D. Burton, Competitive anxiety in sport (pp. 119213). Champaign, IL: Human Kinetics.

    • Search Google Scholar
    • Export Citation
  • Martens, R., Vealey, R.S., & Burton, D. (1990). Competitive anxiety in sport. Champaign, IL: Human Kinetics.

  • Mellalieu, S.D., Hanton, S., & Fletcher, D. (2006). A competitive anxiety review: Recent directions in sport psychology research. In S. Hanton & S.D. Mellalieu (Eds.), Literature reviews in sport psychology (pp. 145). Hauppage, NY: Nova Science.

    • Search Google Scholar
    • Export Citation
  • Meyers, L., Gamst, G., & Gaurino, A.J. (2013). Applied multivariate research: Design and interpretation. Thousand Oaks: Sage Publications.

    • Search Google Scholar
    • Export Citation
  • Neiss, R. (1988). Reconceptualising arousal: Psychobiological states in motor performance. Psychological Bulletin, 103, 345366. PubMed doi:10.1037/0033-2909.103.3.345

    • Crossref
    • Search Google Scholar
    • Export Citation
  • O’Connor, B.P. (2000). SPSS and SAS programs for determining the number of components using parallel analysis and Velicer’s MAP test. Behavioral Research Methods, Instruments, & Computers, 32, 396402. doi:10.3758/BF03200807

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Prapavessis, H., Maddison, R., & Fletcher, R. (2005). Further examination of the factor integrity of the sport anxiety scale. Journal of Sport & Exercise Psychology, 27, 253260. doi:10.1123/jsep.27.2.253

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Ramis, Y., Viladrich, C., Sousa, C., & Jannes, C. (2015). Exploring the factorial structure of the Sport Anxiety Scale-2: Invariance across language, gender, age, and type of sport. Psicothema, 27, 174181. PubMed doi:10.7334/psicothema2014.263

    • Search Google Scholar
    • Export Citation
  • Reiss, S., Peterson, R.A., Gursky, D.M., & McNally, R.J. (1986). Anxiety sensitivity, anxiety frequency and the prediction of fearfulness. Behavioral Research and Therapy, 24, 18. doi:10.1016/0005-7967(86)90143-9

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Smith, R.E., Smoll, F.L., Cumming, S.P., & Grossbard, J.R. (2006). Measurement of multidimensional sport performance anxiety in children and adults: The sport anxiety scale-2. Journal of Sport & Exercise Psychology, 28, 479501. doi:10.1123/jsep.28.4.479

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Smith, R.E., Smoll, F.L., & Schutz, R.W. (1990). Measurement and correlates of sport-specific cognitive and somatic trait anxiety: The sport anxiety scale. Anxiety Research, 2, 263280.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Tabachnick, B.G., & Fidell, L.S. (2001). Using multivariate statistics (4th ed.). Boston, MA: Allyn & Bacon.

  • Taylor, S., Zvolensky, M.J., Cox, B.J., Deacon, B., Heimberg, R.G., Ledley, D.R., & Cardenas, S.J. (2007). Robust dimensions of anxiety sensitivity: Development and initial validation of the Anxiety Sensitivity Index-3. Psychological Assessment, 19, 176188. PubMed doi:10.1037/1040-3590.19.2.176

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Thatcher, J., Thatcher, R., & Dorling, D. (2004). Gender differences in the pre-competition temporal patterning of anxiety and hormonal responses. Journal of Sports Medicine and Physical Fitness, 44, 300308. PubMed

    • Search Google Scholar
    • Export Citation
  • Velicer, W.F. (1976). Determining the number of components from the matrix of partial correlations. Psychometrika, 41, 321327. doi:10.1007/BF02293557

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Watson, D. (2000). Mood and temperament. New York, NY: Guilford Press.

  • Watson, D., Clark, I.A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS Scales. Journal of Personality and Social Psychology, 47, 10631070. doi:10.1037/0022-3514.54.6.1063

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Wilson, G.S., Raglin, J.S., & Harger, G.J. (2000). A comparison of the STAI and CSAI-2 in five-day recalls of precompetition anxiety in collegiate track and field athletes. Scandinavian Journal of Medicine & Science in Sports, 10, 5154. PubMed doi:10.1034/j.1600-0838.2000.010001051.x

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Woodman, T., & Hardy, L. (2003). The relative impacts of cognitive anxiety and self-confidence upon sport performance. A meta-analysis. Journal of Sports Sciences, 21, 443457. PubMed doi:10.1080/0264041031000101809

    • Crossref
    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 3001 900 48
Full Text Views 32 7 0
PDF Downloads 21 4 0