Analysis of the affect measurement conundrum in exercise psychology: II. A conceptual and methodological critique of the Exercise-induced Feeling inventory

Psychology of Sport and Exercise

Volumn 2, Issue 1, 2001, Pages 1-26

  Ekkekakis, Panteleimon ^a   Petruzzello, Steven J ^b  

^a IOWA STATE UNIVERSITY   (United States)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

Feeling states; Phenomenology; Scale development; Structure of affect

Indexed keywords

EID: 0013452526     PISSN: 14690292     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1469-0292(00)00020-0     Document Type: Note

References (100)

1. American Psychological Association (1985). Standards for educational and psychological testing. Washington, DC: Author.
2. Anastasi A. Psychological testing. 6th ed :1990;Macmillan, New York.
3. Anderson J.C., Gerbing D.W. Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin. 103:1988;411-423.
4. Annesi J.J., Mazas J. Effects of virtual reality-enhanced exercise equipment on adherence and exercise-induced feeling states. Perceptual and Motor Skills. 85:1997;835-844.
5. Averill J.R. I feel, therefore I am - I think. Ekman P., Davidson R.J. The nature of emotion: Fundamental questions. 1994;379-385 Oxford University Press, New York.
6. Bagozzi R.P. An examination of the psychometric properties of measures of negative affect in the PANAS-X scales. Journal of Personality and Social Psychology. 55:1993;836-851.
7. Bentler P.M. Comparative fit indexes in structural models. Psychological Bulletin. 107:1990;238-246.
8. Bentler P.M. EQS structural equations program manual. 1995;Multivariate Software, Encino, CA.
9. Bollen K.A. Structural equations with latent variables. 1989;Wiley, New York.
10. Bollen K.A. Overall fit in covariance structure models: Two types of sample size effects. Psychological Bulletin. 107:1990;256-259.
11. Bozoian S., Rejeski W.J., McAuley E. Self-efficacy influences feeling states associated with acute exercise. Journal of Sport & Exercise Psychology. 16:1994;326-333.
12. Breckler S.J. Applications of covariance structure modeling in psychology: Cause for concern? Psychological Bulletin. 107:1990;260-273.
13. Briggs S.R., Cheek J.M. The role of factor analysis in the development and evaluation of personality scales. Journal of Personality. 54:1986;106-148.
14. Browne M.W., Cudeck R. Alternative ways of assessing model fit. Sociological Methods & Research. 21:1992;230-258.
15. Burisch M. Approaches to personality inventory construction: A comparison of merits. American Psychologist. 39:1984;214-227.
16. Cacioppo J.T., Tassinary L.G. Inferring psychological significance from physiological signals. American Psychologist. 45:1990;16-28.
17. Carmines E.G., Zeller R.A. Reliability and validity assessment. 1979;Sage, Newbury Park, CA.
18. Cattell R.B. The scree test for the number of factors. Multivariate Behavioral Research. 1:1966;245-276.
19. Cattell R.B., Vogelmann S. A comprehensive trial of the scree and KG criteria for determining the number of factors. Multivariate Behavioral Research. 12:1977;289-325.
20. Church A.T., Burke P.J. Exploratory and confirmatory tests of the Big Five and Tellegen's three- and four-dimensional models. Journal of Personality and Social Psychology. 66:1994;93-114.
21. Clark L.A., Watson D. Constructing validity: Basic issues in objective scale development. Psychological Assessment. 7:1995;309-319.
22. Cliff N. Some cautions concerning the application of causal modeling methods. Multivariate Behavioral Research. 18:1983;115-126.
23. Cliff N. The eigenvalue-greater-than-one rule and the reliability of components. Psychological Bulletin. 103:1988;276-279.
24. Cole D.A. Utility of confirmatory factor analysis in test validation research. Journal of Consulting and Clinical Psychology. 55:1987;584-594.
25. Comrey A.L. Common methodological problems in factor analytic studies. Journal of Consulting and Clinical Psychology. 46:1978;648-659.
26. Comrey A.L. Factor-analytic methods of scale development in personality and clinical psychology. Journal of Consulting and Clinical Psychology. 56:1988;754-761.
27. Comrey A.L., Lee H.B. A first course in factor analysis. 2nd ed :1992;Lawrence Erlbaum, Hillsdale, NJ.
28. Crocker L., Algina J. Introduction to classical and modern test theory. 1986;Harcourt Brace Jovanovich, Fort Worth, TX.
29. Cronbach L.J. Essentials of psychological testing. 5th ed :1990;Harper & Row, New York.
30. Cronbach L.J., Meehl P.E. Construct validity in psychological tests. Psychological Bulletin. 52:1955;281-302.
31. DeVellis R. Scale development: Theory and applications. 1991;Sage, Newbury Park, CA.
32. Ekkekakis P., Hall E.E., Petruzzello S.J. Measuring state anxiety in the context of acute exercise using the State Anxiety Inventory: An attempt to resolve the brouhaha. Journal of Sport & Exercise Psychology. 21:1999;205-229.
33. Ekkekakis P., Petruzzello S.J. Analysis of the affect measurement conundrum in exercise psychology: I. Fundamental issues. Psychology of Sport & Exercise. 1:2000;71-88.
34. Fabrigar L.R., Wegener D.T., MacCallum R.C., Strahan E.J. Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods. 4:1999;272-299.
35. Floyd F.J., Widaman K.F. Factor analysis in the development and refinement of clinical assessment instruments. Psychological Assessment. 7:1995;286-299.
36. Ford J.K., MacCallum R.C., Tait M. The application of exploratory factor analysis in applied psychology: A critical review and analysis. Personnel Psychology. 39:1986;291-314.
37. Frijda N.H. The emotions. 1987;Cambridge University Press, New York.
38. Gauvin L., Brawley L.R. Alternative psychological models and methodologies for the study of exercise and affect. Seraganian P. Exercise psychology: The influence of physical exercise on psychological processes. 1993;146-171 John Wiley & Sons, New York.
39. Gauvin L., Rejeski W.J. The Exercise-Induced Feeling Inventory: Development and initial validation. Journal of Sport & Exercise Psychology. 15:1993;403-423.
40. Gauvin L., Rejeski W.J., Norris J.L. A naturalistic study of the impact of acute physical activity on feeling states and affect in women. Health Psychology. 15:1996;391-397.
41. Gauvin L., Rejeski W.J., Norris J.L., Lutes L. The curse of inactivity: Failure of acute exercise to enhance feeling states in a community sample of sedentary adults. Journal of Health Psychology. 2:1997;509-523.
42. Gauvin L., Russell S.J. Sport-specific and culturally adapted measures in sport and exercise psychology research: Issues and strategies. Singer R.N., Murphey M., Tennant L.K. Handbook of research on sport psychology. 1993;891-900 Macmillan, New York.
43. Gauvin L., Spence J.C. Measurement of exercise-induced changes in feeling states, affect, mood, and emotions. Duda J.L. Advances in sport and exercise psychology measurement. 1998;325-336 Fitness Information Technology, Morgantown, WV.
44. Gorsuch R.L. Factor analysis. 2nd ed :1983;Lawrence Erlbaum, Hillsdale, NJ.
45. Gorsuch R.L. Exploratory factor analysis: Its role in item analysis. Journal of Personality Assessment. 68:1997;532-560.
46. Guttman L. Some necessary conditions for common-factor analysis. Psychometrika. 19:1954;149-161.
47. Hakstian A.R., Rogers W.T., Cattell R.B. The behavior of number of factors rules with simulated data. Multivariate Behavioral Research. 17:1982;193-219.
48. Haynes S.N., Richard D.C.S., Kubany E.S. Content validity in psychological assessment: A functional approach to concepts and methods. Psychological Assessment. 7:1995;238-247.
49. Hu L.T., Bentler P.M. Evaluating model fit. Hoyle R.H. Structural equation modeling: Concepts, issues, and applications. 1995;76-99 Sage, Thousand Oaks, CA.
50. Izard C.E. Human emotions. 1977;Plenum, New York.
51. Kaiser H.F. The application of electronic computers to factor analysis. Educational and Psychological Measurement. 20:1960;141-151.
52. Kaiser H.F. A second generation Little Jiffy. Psychometrika. 35:1970;401-415.
53. Kim J.O., Mueller C.W. Factor analysis: Statistical methods and practical issues. 1978;Sage, Beverly Hills, CA.
54. Kinsman R.A., Weiser P.C. Subjective symptomatology during work and fatigue. Simonson E., Weiser P.C. Psychological aspects and physiological correlates of work and fatigue. 1976;336-405 Charles C. Thomas, Springfield, IL.
55. Kline P. An easy guide to factor analysis. 1994;Routledge, London.
56. Larsen R.J., Diener E. Promises and problems with the circumplex model of emotion. Clark M.S. Review of personality and social psychology, vol. 13 (Emotion). 1992;25-59 Sage, Newbury Park, CA.
57. Lazarus R.S. Emotion and adaptation. 1991;Oxford University Press, New York.
58. Loehlin J.C. Latent variable models: An introduction to factor, path, and structural analysis. 3rd ed :1998;Lawrence Erlbaum, Mahwah, NJ.
59. Loevinger J. Objective tests as instruments of psychological theory. Psychological Reports. 3:1957;635-694.
60. Lox C.L., Jackson S., Tuholski S.W., Wasley D., Treasure D.C. Revisiting the measurement of exercise-induced feeling states: The Physical Activity Affect Scale (PAAS). Measurement in Physical Education and Exercise Science. 4:2000;79-95.
61. MacCallum R. A comparison of factor analysis programs in SPSS, BMDP, and SAS. Psychometrika. 48:1983;223-231.
62. MacCallum R.C. Model specification: Procedures, strategies, and related issues. Hoyle R.H. Structural equation modeling: Concepts, issues, and applications. 1995;16-36 Sage, Thousand Oaks, CA.
63. MacCallum R.C., Wegener D.T., Uchino B.N., Fabrigar L.R. The problem of equivalent models in applications of covariance structure analysis. Psychological Bulletin. 114:1993;185-199.
64. Marsh H.W., Balla J.R., McDonald R.P. Goodness-of-fit indexes in confirmatory factor analysis: The effect of sample size. Psychological Bulletin. 103:1988;391-410.
65. McAuley E., Peña M., Katula J., Talbot H.M. Affective responses to maximal exercise testing in older adults: Influence of in-task feeling states. Journal of Sport & Exercise Psychology. 19:1997;S83.
66. McNair D.M., Lorr M., Droppleman L.F. Manual for the Profile of Mood States. 1971;Educational and Industrial Testing Service, San Diego.
67. Merenda P.F. A guide to the proper use of factor analysis in the conduct and reporting of research: Pitfalls to avoid. Measurement and Evaluation in Counseling and Development. 30:1997;156-164.
68. Millsar R.E., Meredith W. Component analysis in multivariate aging research. Experimental Aging Research. 18:1992;203-212.
69. Morris M., Salmon P. Qualitative and quantitative effects of running on mood. Journal of Sports Medicine and Physical Fitness. 34:1994;284-291.
70. Mulaik S.A., James L.R., Van Alstine J., Bennett N., Lind S., Stilwell C.D. Evaluation of goodness-of-fit indices for structural equation models. Psychological Bulletin. 105:1989;430-445.
71. Nunnally J.C., Bernstein I.H. Psychometric theory. 3rd ed :1994;McGraw-Hill, New York.
72. Ortony A., Clore G.L., Foss M.A. The referential structure of the affective lexicon. Cognitive Science. 11:1987;341-364.
73. Ortony A., Turner T.J. What's basic about basic emotions? Psychological Review. 97:1990;315-331.
74. Pedhazur E.J., Schmelkin L. Measurement, design, and analysis: An integrated approach. 1991;Lawrence Erlbaum, Hillsdale, NJ.
75. Rejeski W.J. Dose-response issues from a psychosocial perspective. Bouchard C., Shephard R.J., Stephens T. Physical activity, fitness, and health: International proceedings and consensus statement. 1994;1040-1055 Human Kinetics, Champaign, IL.
76. Rejeski W.J., Gauvin L., Hobson M.L., Norris J.L. Effects of baseline responses, in-task feelings, and duration of activity on exercise-induced feeling states in women. Health Psychology. 14:1995;350-359.
77. Rejeski W.J., Reboussin B.A., Dunn A.L., King A.C., Sallis J.F. A modified Exercise-induced Feeling Inventory for chronic training and baseline profiles of participants in the Activity Counseling Trial. Journal of Health Psychology. 4:1999;97-108.
78. Rejeski W.J., Thompson A. Historical and conceptual roots of exercise psychology. Seraganian P. Exercise psychology: The influence of physical exercise on psychological processes. 1993;3-35 John Wiley & Sons, New York.
79. Revelle W., Rocklin T. Very simple structure: An alternative procedure for estimating the optimal number of interpretable factors. Multivariate Behavioral Research. 14:1979;403-414.
80. Russell J.A. A circumplex model of affect. Journal of Personality and Social Psychology. 39:1980;1161-1178.
81. Schonemann P.H. Facts, fictions, and common sense about factors and components. Multivariate Behavioral Research. 25:1990;47-51.
82. Shaver P., Schwartz J., Kirson D., O'Connor C. Emotion knowledge: Further exploration of a prototype approach. Journal of Personality and Social Psychology. 52:1987;1061-1086.
83. Snook S.C., Gorsuch R.L. Component analysis versus common factor analysis: A Monte Carlo study. Psychological Bulletin. 106:1989;148-154.
84. Spielberger C.D., Gorsuch R.L., Lushene R.E. Manual for the State-Trait Anxiety Inventory. 1970;Consulting Psychologists Press, Palo Alto, CA.
85. Szabo A., Bak M. Exercise-induced affect during training and competition in collegiate soccer players. European Yearbook of Sport Psychology. 3:1999;91-104.
86. Szabo A., Mesko A., Caputo A., Gill E.T. Examination of exercise-induced feeling states in four modes of exercise. International Journal of Sport Psychology. 29:1998;376-390.
87. Tabachnick B.G., Fidell L.S. Using multivariate statistics. 3rd ed :1996;Harper Collins, New York.
88. Tellegen A. Structures of mood and personality and their relevance to assessing anxiety, with an emphasis on self-report. Tuma A.H., Maser J.D. Anxiety and anxiety disorders. 1985;681-706 Lawrence Erlbaum, Hillsdale, NJ.
89. Thayer R.E. The biopsychology of mood and arousal. 1989;Oxford University Press, New York.
90. Treasure D.C., Newbery D.M. Relationship between self-efficacy, exercise intensity, and feeling states in a sedentary population during and following an acute bout of exercise. Journal of Sport & Exercise Psychology. 20:1998;1-11.
91. Turner E.E., Rejeski W.J., Brawley L.R. Psychological benefits of physical activity are influenced by the social environment. Journal of Sport & Exercise Psychology. 19:1997;119-130.
92. Veldman D.J. Simple structure and the number of factors problem. Multivariate Behavioral Research. 9:1974;191-200.
93. Velicer W.F., Jackson D.N. Component analysis versus common factor analysis: Some issues in selecting an appropriate procedure. Multivariate Behavioral Research. 25:1990;1-28.
94. Vlachopoulos S., Biddle S., Fox K. A social-cognitive investigation into the mechanisms of affect generation in children's physical activity. Journal of Sport & Exercise Psychology. 18:1996;174-193.
95. Watson D., Clark L.A., Tellegen A. Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology. 54:1988;1063-1070.
96. Watson D., Tellegen A. Toward a consensual structure of mood. Psychological Bulletin. 98:1985;219-235.
97. Widaman K.F. Common factor analysis versus principal components analysis: Differential bias in representing model parameters? Multivariate Behavioral Research. 28:1993;263-311.
98. Wood J.M., Tataryn D.J., Gorsuch R.L. Effects of under- and overextraction on principal axis factor analysis with varimax rotation. Psychological Methods. 1:1996;354-365.
99. Zwick W.R., Velicer W.F. Factors influencing four rules for determining the number of components to retain. Multivariate Behavioral Research. 17:1982;253-269.
100. Zwick W.R., Velicer W.F. Comparison of five rules for determining the number of components to retain. Psychological Bulletin. 99:1986;432-442.