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      Factor structure of the Positive and Negative Affect Schedule (PANAS) in adult women with fibromyalgia from Southern Spain: the al-Ándalus project

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          Abstract

          Background: Fibromyalgia is a syndrome characterized by the presence of widespread chronic pain. People with fibromyalgia report lower levels of Positive Affect and higher levels of Negative Affect than non-fibromyalgia peers. The Positive and Negative Affect Schedule (PANAS)–a widely used questionnaire to assess two core domains of affect; namely ‘Positive Affect’ and ‘Negative Affect’ –has a controversial factor structure varying across studies. The internal structure of a measurement instrument has an impact on the meaning and validity of its score. Therefore, the aim of the present study was to assess the structural construct validity of the PANAS in adult women with fibromyalgia. Methods: This population-based cross-sectional study included 442 adult women with fibromyalgia (age: 51.3 ± 7.4 years old) from Andalusia (Southern Spain). Confirmatory factor analyses were conducted to test the factor structure of the PANAS. Results: A structure with two correlated factors (Positive Affect and Negative Affect) obtained the best fit; S-B χ 2 = 288.49, df = 155, p < .001; RMSEA = .04; 90% CI of RMSEA = (.036, .052); the best fit SRMR = .05; CFI = .96; CAIC = −810.66, respectively. Conclusions: The present study demonstrates that both Positive Affect and Negative Affect are core dimensions of affect in adult women with fibromyalgia. A structure with two correlated factors of the PANAS emerged from our sample of women with fibromyalgia from Andalusia (Southern Spain). In this model, the amount of variance shared by Positive Affect and Negative Affect was small. Therefore, our findings support to use and interpret the Positive Affect and Negative Affect subscales of the PANAS as separate factors that are associated but distinctive as well.

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          The positive and negative affect schedule (PANAS): construct validity, measurement properties and normative data in a large non-clinical sample.

          To evaluate the reliability and validity of the PANAS (Watson, Clark, & Tellegen, 1988b) and provide normative data. Cross-sectional and correlational. The PANAS was administered to a non-clinical sample, broadly representative of the general adult UK population (N = 1,003). Competing models of the latent structure of the PANAS were evaluated using confirmatory factor analysis. Regression and correlational analysis were used to determine the influence of demographic variables on PANAS scores as well as the relationship between the PANAS with measures of depression and anxiety (the HADS and the DASS). The best-fitting model (robust comparative fit index = .94) of the latent structure of the PANAS consisted of two correlated factors corresponding to the PA and NA scales, and permitted correlated error between items drawn from the same mood subcategories (Zevon & Tellegen, 1982). Demographic variables had only very modest influences on PANAS scores and the PANAS exhibited measurement invariance across demographic subgroups. The reliability of the PANAS was high, and the pattern of relationships between the PANAS and the DASS and HADS were consistent with tripartite theory. The PANAS is a reliable and valid measure of the constructs it was intended to assess, although the hypothesis of complete independence between PA and NA must be rejected. The utility of this measure is enhanced by the provision of large-scale normative data. Copyright 2004 The British Psychological Society
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            Applications of structural equation modeling in psychological research.

            This chapter presents a review of applications of structural equation modeling (SEM) published in psychological research journals in recent years. We focus first on the variety of research designs and substantive issues to which SEM can be applied productively. We then discuss a number of methodological problems and issues of concern that characterize some of this literature. Although it is clear that SEM is a powerful tool that is being used to great benefit in psychological research, it is also clear that the applied SEM literature is characterized by some chronic problems and that this literature can be considerably improved by greater attention to these issues.
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              Pain and emotion: a biopsychosocial review of recent research.

              Research on emotion and pain has burgeoned. We review the last decade's literature, focusing on links between emotional processes and persistent pain. Neurobiological research documents the neural processes that distinguish affective from sensory pain dimensions, link emotion and pain, and generate central nervous system pain sensitization. Psychological research demonstrates that greater pain is related to emotional stress and limited emotional awareness, expression, and processing. Social research shows the potential importance of emotional communication, empathy, attachment, and rejection. Emotions are integral to the conceptualization, assessment, and treatment of persistent pain. Research should clarify when to eliminate or attenuate negative emotions, and when to access, experience, and express them. Theory and practice should integrate emotion into cognitive-behavioral models of persistent pain. © 2011 Wiley Periodicals, Inc.
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                Author and article information

                Contributors
                Journal
                PeerJ
                PeerJ
                PeerJ
                PeerJ
                PeerJ
                PeerJ Inc. (San Francisco, USA )
                2167-8359
                24 March 2016
                2016
                : 4
                : e1822
                Affiliations
                [1 ]Department of Physical Education and Sport, Faculty of Sport Sciences, University of Granada , Granada, Spain
                [2 ]Department of Psychology, Faculty of Social and Behavioural Sciences, Utrecht University , Utrecht, The Netherlands
                [3 ]Department of Psychology, Faculty of Humanities and Education Sciences, University of Jaén , Jaén, Spain
                [4 ]Manchester Centre for Health Psychology, School of Psychological Sciences, Manchester Academic Health Science Centre, University of Manchester , Manchester, United Kingdom
                [5 ]Department of Physical Education, Music and Fine Arts, Faculty of Education Sciences, University of Huelva , Huelva, Spain
                [6 ]Department of Physical Education, Faculty of Education Sciences, University of Cádiz , Cádiz, Spain
                [7 ]Department of Physiology and Institute of Nutrition and Food Technology, Faculty of Pharmacy, University of Granada , Granada, Spain
                [8 ]Department of Public and Occupational Health, EMGO+ Institute for Health and Care Research, VU University Medical Care , Amsterdam, The Netherlands
                Author information
                http://orcid.org/0000-0003-2960-4142
                http://orcid.org/0000-0001-8655-9857
                Article
                1822
                10.7717/peerj.1822
                4817417
                27047704
                449ca607-e449-4f5d-851f-e328805f5134
                © 2016 Estévez-López 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
                : 15 December 2015
                : 26 February 2016
                Funding
                Funded by: Spanish Ministry of Economy and Competitiveness
                Award ID: I+D+i DEP2010-15639 and I+D+i DEP2013-40908-R
                Funded by: Consejería de Turismo, Comercio y Deporte
                Award ID: CTCD-201000019242-TRA
                Funded by: FE-L
                Award ID: BES-2014-067612
                Funded by: ICA-G
                Award ID: BES-2011-047133
                This study was funded by the Spanish Ministry of Economy and Competitiveness [I+D+i DEP2010-15639 and I+D+i DEP2013-40908-R], the Consejeria de Turismo, Comercio y Deporte (CTCD-201000019242-TRA), the Andalusia Institute of Sport, the Center of Initiatives and Cooperation to the Development (CICODE, University of Granada), and the Andalusian Federation of people with fibromyalgia, chronic fatigue, and multiple, chemical sensitivity (Alba Andalucía). FE-L [Grant number: BES-2014-067612] and ICA-G [Grant number: BES-2011-047133] were supported by Grants from the Spanish Ministry of Economy and Competitiveness. VAA was supported by the Andalucía Talent Hub Program launched by the Andalusian Knowledge Agency, co-funded by the European Union’s Seventh Framework Program, Marie Skłdowska-Curie actions (COFUND–Grant Agreement no 291780) and the Ministry of Economy, Innovation, Science and Employment of the Junta de Andalucía. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Psychiatry and Psychology
                Rheumatology
                Women’s Health

                affectivity,chronic pain,confirmatory factor analysis,dimensional structure,emotion,mood,positive and negative affect schedule,psychometrics

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