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Testing Psychometric Properties and Measurement Invariance of Basic Psychological Needs in the Digital Version of the Sport Scale
Motivation is an important field in sport because it is related to the satisfaction, psychological well-being, or adherence to sport. The Psychological Need Satisfaction in Exercise Scale (PNSE) is one of the questionnaires that assess motivation from the Self-Determination Theory. Online tools are...
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Published in: | Sustainability 2022-09, Vol.14 (19), p.12126 |
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description | Motivation is an important field in sport because it is related to the satisfaction, psychological well-being, or adherence to sport. The Psychological Need Satisfaction in Exercise Scale (PNSE) is one of the questionnaires that assess motivation from the Self-Determination Theory. Online tools are growing because of the advantages that they offer. The PNSE has been validated in different populations but never in its digital version. The aim of the present study was to analyze the psychometric properties of the digital version of the PNSE hosted on the MenPas platform. The current study included 1050 platform users aged 18 to 58 who engage in regular physical-sports activity. A confirmatory factor analysis (CFA) of the 18-item model was conducted, and invariance was performed according to gender and type of sport. The results indicated that the measurement model displayed a good fit to the data: (CFI = 0.93, TLI = 0.92, RMSEA = 0.08, SRMR = 0.06; df = 132; B-S p = 0.02–0.07): general sample (χ2 = 934.86, χ2/df = 7.08), female (χ2 = 699.94, χ2/df = 5.30), male (χ2 = 442.42, χ2/df = 3.35) individual sports (χ2 = 753.17, χ2/df = 5.71), and team sports (χ2 = 390.44, χ2/df = 2.96). Appropriate values of invariance, convergent validity, discriminant validity, and composite reliability were obtained. The digital version of the PNSE shows adequate psychometric properties and it could improve the data collection process in future investigations. |
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The Psychological Need Satisfaction in Exercise Scale (PNSE) is one of the questionnaires that assess motivation from the Self-Determination Theory. Online tools are growing because of the advantages that they offer. The PNSE has been validated in different populations but never in its digital version. The aim of the present study was to analyze the psychometric properties of the digital version of the PNSE hosted on the MenPas platform. The current study included 1050 platform users aged 18 to 58 who engage in regular physical-sports activity. A confirmatory factor analysis (CFA) of the 18-item model was conducted, and invariance was performed according to gender and type of sport. The results indicated that the measurement model displayed a good fit to the data: (CFI = 0.93, TLI = 0.92, RMSEA = 0.08, SRMR = 0.06; df = 132; B-S p = 0.02–0.07): general sample (χ2 = 934.86, χ2/df = 7.08), female (χ2 = 699.94, χ2/df = 5.30), male (χ2 = 442.42, χ2/df = 3.35) individual sports (χ2 = 753.17, χ2/df = 5.71), and team sports (χ2 = 390.44, χ2/df = 2.96). Appropriate values of invariance, convergent validity, discriminant validity, and composite reliability were obtained. The digital version of the PNSE shows adequate psychometric properties and it could improve the data collection process in future investigations.</description><identifier>ISSN: 2071-1050</identifier><identifier>EISSN: 2071-1050</identifier><identifier>DOI: 10.3390/su141912126</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Athletes ; Chi-square test ; Data collection ; Evaluation ; Exercise ; Factor analysis ; Gender ; Invariance ; Motivation ; Motivation (Psychology) ; Physical fitness ; Portugal ; Psychological aspects ; Psychological factors ; Quantitative psychology ; Questionnaires ; Rating scales ; Sports ; Sustainability</subject><ispartof>Sustainability, 2022-09, Vol.14 (19), p.12126</ispartof><rights>COPYRIGHT 2022 MDPI AG</rights><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. 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The results indicated that the measurement model displayed a good fit to the data: (CFI = 0.93, TLI = 0.92, RMSEA = 0.08, SRMR = 0.06; df = 132; B-S p = 0.02–0.07): general sample (χ2 = 934.86, χ2/df = 7.08), female (χ2 = 699.94, χ2/df = 5.30), male (χ2 = 442.42, χ2/df = 3.35) individual sports (χ2 = 753.17, χ2/df = 5.71), and team sports (χ2 = 390.44, χ2/df = 2.96). Appropriate values of invariance, convergent validity, discriminant validity, and composite reliability were obtained. The digital version of the PNSE shows adequate psychometric properties and it could improve the data collection process in future investigations.</description><subject>Athletes</subject><subject>Chi-square test</subject><subject>Data collection</subject><subject>Evaluation</subject><subject>Exercise</subject><subject>Factor analysis</subject><subject>Gender</subject><subject>Invariance</subject><subject>Motivation</subject><subject>Motivation (Psychology)</subject><subject>Physical fitness</subject><subject>Portugal</subject><subject>Psychological aspects</subject><subject>Psychological factors</subject><subject>Quantitative psychology</subject><subject>Questionnaires</subject><subject>Rating scales</subject><subject>Sports</subject><subject>Sustainability</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>COVID</sourceid><sourceid>PIMPY</sourceid><recordid>eNptkU1LAzEQhhdRUNSTfyDgSaQ1H9tk9-i3Bb-w6jWk2cka6SY1yYoe_eemKmjByWGGl-edSTJFsUPwkLEaH8SelKQmlFC-UmxQLMiA4BFe_VOvF9sxPuMcjGWUbxQf9xCTdS26je_6yXeQgtXoNvg5hGQhIuUadAUq9gE6cAmN3asKVjkNyBt0pOIC__LOfGu1mqFrgCYi61B6AnRiW5uy-AghWu8WnoU8mfuQ0CTjsFWsGTWLsP2TN4uHs9P744vB5c35-PjwcqBLytOAK82I4A2tKoopb6Yjw8qKVaQuNalqbSrV6CmDamoYMKOoMlSMqJjWIyG4aNhmsfvddx78S59fLZ99H1weKamgZf6PCvNfqs1Xk9YZn4LSnY1aHoqS1xwzQTI1_IfKp4HOau_A2KwvGfaWDJlJ8JZa1ccox5O7ZXb_m9XBxxjAyHmwnQrvkmC52LT8s2n2Cbd6mYU</recordid><startdate>20220901</startdate><enddate>20220901</enddate><creator>Pérez-Romero, Nuria</creator><creator>Reigal, Rafael E</creator><creator>Franquelo, María Auxiliadora</creator><creator>Monteiro, Diogo</creator><creator>Castillo, Isabel</creator><creator>Hernández-Mendo, Antonio</creator><creator>Morales-Sánchez, Verónica</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>4U-</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>COVID</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0001-6821-4038</orcidid><orcidid>https://orcid.org/0000-0003-2070-5422</orcidid><orcidid>https://orcid.org/0000-0001-6689-6936</orcidid><orcidid>https://orcid.org/0000-0002-7179-6814</orcidid><orcidid>https://orcid.org/0000-0002-0002-1325</orcidid></search><sort><creationdate>20220901</creationdate><title>Testing Psychometric Properties and Measurement Invariance of Basic Psychological Needs in the Digital Version of the Sport Scale</title><author>Pérez-Romero, Nuria ; 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The results indicated that the measurement model displayed a good fit to the data: (CFI = 0.93, TLI = 0.92, RMSEA = 0.08, SRMR = 0.06; df = 132; B-S p = 0.02–0.07): general sample (χ2 = 934.86, χ2/df = 7.08), female (χ2 = 699.94, χ2/df = 5.30), male (χ2 = 442.42, χ2/df = 3.35) individual sports (χ2 = 753.17, χ2/df = 5.71), and team sports (χ2 = 390.44, χ2/df = 2.96). Appropriate values of invariance, convergent validity, discriminant validity, and composite reliability were obtained. 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subjects | Athletes Chi-square test Data collection Evaluation Exercise Factor analysis Gender Invariance Motivation Motivation (Psychology) Physical fitness Portugal Psychological aspects Psychological factors Quantitative psychology Questionnaires Rating scales Sports Sustainability |
title | Testing Psychometric Properties and Measurement Invariance of Basic Psychological Needs in the Digital Version of the Sport Scale |
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