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      Psychometric properties of the Perceived Stress Scale (PSS): measurement invariance between athletes and non-athletes and construct validity

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          Abstract

          Background

          Although Perceived Stress Scale (PSS, Cohen, Kamarack & Mermelstein, 1983) has been validated and widely used in many domains, there is still no validation in sports by comparing athletes and non-athletes and examining related psychometric indices.

          Purpose

          The purpose of this study was to examine the measurement invariance of PSS between athletes and non-athletes, and examine construct validity and reliability in the sports contexts.

          Methods

          Study 1 sampled 359 college student-athletes (males = 233; females = 126) and 242 non-athletes (males = 124; females = 118) and examined factorial structure, measurement invariance and internal consistency. Study 2 sampled 196 student-athletes (males = 139, females = 57, M age = 19.88 yrs, SD = 1.35) and examined discriminant validity and convergent validity of PSS. Study 3 sampled 37 student-athletes to assess test-retest reliability of PSS.

          Results

          Results found that 2-factor PSS-10 fitted the model the best and had appropriate reliability. Also, there was a measurement invariance between athletes and non-athletes; and PSS positively correlated with athletic burnout and life stress but negatively correlated with coping efficacy provided evidence of discriminant validity and convergent validity. Further, the test-retest reliability for PSS subscales was significant ( r = .66 and r = .50).

          Discussion

          It is suggested that 2-factor PSS-10 can be a useful tool in assessing perceived stress either in sports or non-sports settings. We suggest future study may use 2-factor PSS-10 in examining the effects of stress on the athletic injury, burnout, and psychiatry disorders.

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          Most cited references54

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          Stress, Appraisal, and Coping

          <p><b>The reissue of a classic work, now with a foreword by Daniel Goleman!</b><p>Here is a monumental work that continues in the tradition pioneered by co-author Richard Lazarus in his classic book <i>Psychological Stress and the Coping Process</i>. Dr. Lazarus and his collaborator, Dr. Susan Folkman, present here a detailed theory of psychological stress, building on the concepts of cognitive appraisal and coping which have become major themes of theory and investigation.</p> <p>As an integrative theoretical analysis, this volume pulls together two decades of research and thought on issues in behavioral medicine, emotion, stress management, treatment, and life span development. A selective review of the most pertinent literature is included in each chapter. The total reference listing for the book extends to 60 pages.</p> <p>This work is necessarily multidisciplinary, reflecting the many dimensions of stress-related problems and their situation within a complex social context. While the emphasis is on psychological aspects of stress, the book is oriented towards professionals in various disciplines, as well as advanced students and educated laypersons. The intended audience ranges from psychiatrists, clinical psychologists, nurses, and social workers to sociologists, anthropologists, medical researchers, and physiologists.</p>
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            Principles and practice in reporting structural equation analyses.

            Principles for reporting analyses using structural equation modeling are reviewed, with the goal of supplying readers with complete and accurate information. It is recommended that every report give a detailed justification of the model used, along with plausible alternatives and an account of identifiability. Nonnormality and missing data problems should also be addressed. A complete set of parameters and their standard errors is desirable, and it will often be convenient to supply the correlation matrix and discrepancies, as well as goodness-of-fit indices, so that readers can exercise independent critical judgment. A survey of fairly representative studies compares recent practice with the principles of reporting recommended here.
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              Psychometric properties of a European Spanish version of the Perceived Stress Scale (PSS).

              This paper presents evidence from a heterogeneous sample of 440 Spanish adults, for the reliability and validity of a European Spanish version of the Perceived Stress Scale (PSS), designed to measure the degree to which situations in one's life are appraised as stressful. The European Spanish version PSS (14-item) demonstrated adequate reliability (internal consistency, alpha = .81, and test-retest, r = .73), validity (concurrent), and sensitivity. Additional data indicate adequate reliability (alpha = .82, test-retest, r = .77), validity, and sensitivity of a 10-item short version of the PSS.
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                Author and article information

                Contributors
                Journal
                PeerJ
                PeerJ
                peerj
                peerj
                PeerJ
                PeerJ Inc. (San Francisco, USA )
                2167-8359
                15 December 2016
                2016
                : 4
                : e2790
                Affiliations
                [1 ]Graduate Institute of Physical Education, National Taiwan Sport University , Taoyuan, Taiwan
                [2 ]Graduate Institute of Sport Coaching Science, Chinese Culture University , Taipei, Taiwan
                [3 ]Department of Physical Education and Kinesiology, National Dong Hwa University , Hua Lien, Taiwan
                [4 ]Department of Physical Education, National Taiwan University of Sport , Taichung, Taiwan
                [5 ]Department of Physical Education, Health, and Recreation, National Chia-Yi University , Chia-Yi, Taiwan
                [6 ]Department of Exercise and Health Promotion, Chinese Culture University , Taipei, Taiwan
                Article
                2790
                10.7717/peerj.2790
                5162397
                27994983
                d902edce-ce60-45d2-8e41-26ab7eb17c3e
                ©2016 Chiu et al.

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.

                History
                : 7 July 2016
                : 13 November 2016
                Funding
                Funded by: Ministry of Science and Technology
                Award ID: 104-2410-H-179-009
                This study was partly supported by grants from Ministry of Science and Technology in Taiwan, MOST 104-2410-H-179-009. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Kinesiology
                Psychiatry and Psychology

                multiple group comparisons,nested model,perceived coping,cognitive-transactional model of stress

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