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Bignardi G, Wesseldijk LW, Mas-Herrero E, Zatorre RJ, Ullén F, Fisher SE, Mosing MA. Twin modelling reveals partly distinct genetic pathways to music enjoyment. Nat Commun 2025; 16:2904. [PMID: 40133299 PMCID: PMC11937235 DOI: 10.1038/s41467-025-58123-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 03/10/2025] [Indexed: 03/27/2025] Open
Abstract
Humans engage with music for various reasons that range from emotional regulation and relaxation to social bonding. While there are large inter-individual differences in how much humans enjoy music, little is known about the origins of those differences. Here, we disentangle the genetic factors underlying such variation. We collect data on several facets of music reward sensitivity, as measured by the Barcelona Music Reward Questionnaire, plus music perceptual abilities and general reward sensitivity from a large sample of Swedish twins (N = 9169; 2305 complete pairs). We estimate that genetic effects contribute up to 54% of the variability in music reward sensitivity, with 70% of these effects being independent of music perceptual abilities and general reward sensitivity. Furthermore, multivariate analyses show that genetic and environmental influences on the different facets of music reward sensitivity are partly distinct, uncovering distinct pathways to music enjoyment and different patterns of genetic associations with objectively assessed music perceptual abilities. These results paint a complex picture in which partially distinct sources of variation contribute to different aspects of musical enjoyment.
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Affiliation(s)
- Giacomo Bignardi
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands.
- Max Planck School of Cognition, Leipzig, Germany.
| | - Laura W Wesseldijk
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- Department of Cognitive Neuropsychology, Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany
| | - Ernest Mas-Herrero
- Department of Cognition, Development and Educational Psychology, Universitat de Barcelona, Barcelona, Spain
- Institute of Neurosciences, Universitat de Barcelona, Barcelona, Spain
- Cognition and Brain Plasticity Group, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain
| | - Robert J Zatorre
- Montreal Neurological Institute, McGill University, Montreal, QC, Canada
- International Laboratory for Brain, Music and Sound Research (BRAMS), Montreal, QC, Canada
| | - Fredrik Ullén
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Cognitive Neuropsychology, Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany
| | - Simon E Fisher
- Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
| | - Miriam A Mosing
- Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Cognitive Neuropsychology, Max Planck Institute for Empirical Aesthetics, Frankfurt am Main, Germany
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
- Melbourne School of Psychological Sciences, Faculty of Medicine, Dentistry, and Health Sciences, University of Melbourne, Melbourne, VIC, Australia
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Abdelrahman RM, Fakhrou A, Moussa MA, Roshan M. Psychometric Properties and Network Analysis of the Arabic Version of Reinforcement Sensitivity Theory of Personality Scale-Short Version in Patients with Anxiety Disorders. Psychiatr Q 2025; 96:145-167. [PMID: 39821541 PMCID: PMC11929627 DOI: 10.1007/s11126-024-10109-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/05/2024] [Indexed: 01/19/2025]
Abstract
This study aimed to examine the psychometric properties of the Arabic version of a short version of the Reinforcement Sensitivity Theory of Personality Questionnaire (RST-PQ-S) among a sample of 700 patients with anxiety disorders (53.1% were female). Participants completed the RST-PQ-S, NEO-FFI, Positive Mental Health (PMH), and Kessler Psychological Distress scale. Both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) were employed to test the construct validity of the scale. This study also utilized a network perspective, incorporating Exploratory Graph Analysis (EGA) and centrality measures. As a result of the EFA and CFA, it was determined that the scale consists of 22 items and six subdimensions. These subdimensions were named as follows: "Flight Fight-Freeze System", "Behavioral Inhibition System", "Reward Interest", "Reward Reactivity", "Goal-Drive Persistence", and "Impulsivity". Additionally, the network analysis's findings confirmed the six-factor structure derived from the construct validity assessment. The results of this study demonstrated that the Arabic version of the personality scale is a valid and reliable tool for assessing personality in Arabic-speaking individuals with anxiety disorders. It has the potential to serve as an important diagnostic instrument in clinical and research settings. These findings may assist psychologists and clinicians in Arabic-speaking countries to better understand how the personality traits and anxiety disorders are related.
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Affiliation(s)
- Rasha Mohamed Abdelrahman
- Humanities and social science Research Center(HSSRC), Ajman University, Ajman, UAE
- National Center for Examination and Educational Evaluation (NCEEE), Cairo, Egypt
- College of Humanities and Sciences, Ajman University, Ajman, United Arab Emirates
| | - Abdulnaser Fakhrou
- Department of Psychological Sciences, College of Education, Qatar University, Doha, Qatar.
| | - Mahmoud Ali Moussa
- Educational Psychology, Faculty of Education, Suez Canal University, Ismailia, Egypt
| | - Mohaddeseh Roshan
- Intelligent Manufacturing Systems (IMS) Centre, Department of Industrial and Manufacturing Systems Engineering, University of Windsor, 401 Sunset Avenue, Windsor, ON, N9B 3P4, Canada
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Kordbagheri A, Abdelrahman RM, Alsharif AF, Ahmed M. Psychometric properties of the Persian version of the Reinforcement Sensitivity Theory Personality Questionnaire (RST-PQ). Acta Psychol (Amst) 2024; 244:104211. [PMID: 38461582 DOI: 10.1016/j.actpsy.2024.104211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 03/05/2024] [Accepted: 03/06/2024] [Indexed: 03/12/2024] Open
Abstract
BACKGROUND The Reinforcement Sensitivity Theory of Personality Questionnaire (RST-PQ) originated from the Revised Reinforcement Sensitivity Theory of Personality. This study was conducted to assess the psychometric properties of the Persian version of the RST-PQ among a group of Iranian adults. METHOD The cross-sectional study was carried out among 600 Iranian adults utilizing a convenient sampling method, following specific participant selection criteria to enhance the study methodology's transparency (including the age range between 18 and 35 years' participants without major psychiatric diagnoses). Participants completed both the Iranian version of the Reinforcement Sensitivity Theory Personality Questionnaire (RST-PQ) and the Five-Factor NEO-FFI questionnaire. Confirmatory factor analysis, employing the multiple indicators model (MIMIC) approach, was utilized in this study to control for demographic variables such as age and gender. RESULTS The confirmatory factor analysis results showed an acceptable fit of the proposed six-factor model based on the English version of RST-PQ (CFI = 0.905; RMSEA = 0.053). Also, Cronbach's alpha values confirmed the internal consistency of the proposed structure. In addition, competing models were also used to select the best-proposed model. In this way, different models were evaluated, assuming a change in the correlation intensity between BIS and the Fight-Flight-Freeze System (FFFS). CONCLUSIONS The convergent validity results with the Five-Factor Personality measure provided further support and were consistent with previous research findings. It is crucial to have an Iranian-language version of the RST-PQ to promote RST research and show how this theoretical framework aids in explaining and predicting various actions, whether they are abnormal or healthy.
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Affiliation(s)
- Alireza Kordbagheri
- Department of Statistics, Faculty of Mathematical Sciences, Shahid Beheshti University, Iran.
| | - Rasha Mohamed Abdelrahman
- Humanities and Social Sciences Research Center(HSSRC), Ajman University, United Arab Emirates; College of Humanities and sciences, Ajman University, UAE & LINP2-2APS, Paris Nanterre University, France; National Center for Examinations and Educational Evaluation (NCEEE), Cairo, Egypt.
| | - Alaa F Alsharif
- College of Arts, Social Sciences and Humanities, University of Fujairah, Fujairah, United Arab Emirates.
| | - Marei Ahmed
- College of Humanities and sciences, Ajman University, UAE & LINP2-2APS, Paris Nanterre University, France.
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Leue A, Reuter M, Corr PJ, Ettinger U. Construct validity of questionnaires for the original and revised reinforcement sensitivity theory. Front Psychol 2022; 13:1026894. [PMID: 36478928 PMCID: PMC9720254 DOI: 10.3389/fpsyg.2022.1026894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 10/20/2022] [Indexed: 11/03/2023] Open
Abstract
This study highlights psychometric properties and evidence of construct validity on parcel-level for questionnaires on the original and revised reinforcement sensitivity theory. Our data (N = 1,076) suggest good to very good psychometric properties and moderate to excellent internal consistencies. Confirmatory factor analysis (CFA) models suggest a very good model fit for the first-order, four factor models of the Carver-White BIS/BAS scales, Reinforcement Sensitivity Theory - Personality Questionnaire (RST-PQ), the two-factor model of revised Reinforcement Sensitivity Theory-Questionnaire (rRST-Q) and for the bifactor model of the Conflict Monitoring Questionnaire (CMQ-44). The CMQ-44 extends the psychometric measurement of previous trait-(r)BIS and trait-BAS scales. Factor scores of CMQ-44 cognitive demand correlate positively with factor scores of Carver-White BIS and all Carver-White BAS subfactors except RST-PQ-Impulsivity suggesting that CMQ-44 cognitive demand addresses Carver-White trait-BIS specifically and more generally the trait-BAS core. CMQ-44 anticipation of negative consequences and response adaptation correlate negatively with trait-BAS, whereas the second-order factor performance monitoring extends the rRST trait-space and correlates positively with trait-BAS.
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Affiliation(s)
- Anja Leue
- Institute of Psychology, University of Kiel, Kiel, Germany
| | - Martin Reuter
- Department of Psychology, University of Bonn, Bonn, Germany
| | - Philip J. Corr
- Institute of Psychology, University of London, London, United Kingdom
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Contreras M, Cupani M, Corr P. The Psychometric Properties of the Spanish Reinforcement Sensitivity Theory - Personality Questionnaire (RST-PQ) and its Relationship with Everyday Behaviors. THE SPANISH JOURNAL OF PSYCHOLOGY 2022; 25:e8. [PMID: 35164894 DOI: 10.1017/sjp.2022.5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
This study aimed to adapt and validate the Spanish version of the Reinforcement Sensitivity Theory-Personality Questionnaire (RST-PQ; Corr & Cooper, 2016) and to demonstrate how RST constructs are associated with a variety of everyday behaviors. To achieve this goal, three studies have been conducted. In Study 1, a direct translation of the items from English to Spanish was pilot-tested in a sample of 139 students and a descriptive analysis of items was conducted. Moreover, a reverse translation and comparison between the two English versions were carried out by the lead author of the original questionnaire and the items were refined accordingly. In Study 2, the questionnaire's internal structure was assessed using exploratory and confirmatory factor analyses and the predictive validity was assessed using the Criterion Set of Act Clusters in a sample of 1,281 participants. Finally, a study of convergent validity with other measures of personality was performed in Study 3 with 190 participants. The obtained results suggested that the RST-PQ has adequate psychometric properties and the convergent validity results with other personality measures replicate findings from previous research. Having a Spanish language version of the RST-PQ is important, not only to advance RST research but also to demonstrate that this theoretical approach contributes to the prediction and explanation of different behaviors whether they are healthy or pathological ones.
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Affiliation(s)
- Milena Contreras
- University of East Anglia (UK)
- Universidad Nacional de Córdoba (Argentina)
| | - Marcos Cupani
- Universidad Nacional de Córdoba (Argentina)
- (IIPsi-CONICET) Instituto de Investigaciones Psicológicas, Consejo Nacional de Investigaciones Científicas y Técnicas (Argentina)
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Reinforcement Sensitivity Theory of Personality Questionnaire: Measurement and Structural Invariance Across Age and Gender Groups. Int J Ment Health Addict 2021. [DOI: 10.1007/s11469-021-00584-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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The association between reinforcement sensitivity and substance use is mediated by individual differences in dispositional affectivity in adolescents. Addict Behav 2021; 114:106719. [PMID: 33160749 DOI: 10.1016/j.addbeh.2020.106719] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 09/26/2020] [Accepted: 10/18/2020] [Indexed: 02/05/2023]
Abstract
BACKGROUND Adolescence marks the onset of substance use experimentation and adolescents are particularly vulnerable to certain negative effects of substances. Some evidence indicates reinforcement sensitivity is associated with substance use, though little is known about mechanisms underlying such association. AIMS in the current study were to examine, (1) associations between behavioral activation (BAS) and behavioral inhibition (BIS) system sensitivity, positive (PA) and negative affectivity (NA), and alcohol use and alcohol problems as well as tobacco, and marijuana use, and whether (2) associations are mediated by PA or NA. METHODS Participants were a community sample of N = 125 adolescents (Mage = 15.67 years; SD = 0.93; 52% boys) who completed self-report measures. RESULTS evinced associations, generally as expected, across variables (all ps < 0.05). In mediation analyses, an association emerged between BIS sensitivity and alcohol use, mediated by NA (95%CIs [0.034; 0.390]); greater BIS sensitivity was associated with greater NA and greater NA was associated with greater alcohol use. These findings were replicated with alcohol problems. An association also emerged between BAS sensitivity and marijuana use, mediated by PA (95%CIs [-0.296; -0.027]); greater BAS sensitivity was associated with greater PA and greater PA was associated with lower marijuana use. Finally, BIS sensitivity was associated with tobacco use through NA (95%CIs [0.023; 0.325]) and PA (95%CIs [0.004; 0.116]), with NA linked to greater, but PA linked to lower tobacco use. BAS sensitivity was also associated with tobacco use through PA (95%CIs [-0.395; -0.049]), with PA linked again to lower tobacco use. CONCLUSIONS There are unique and shared effects of domains of reinforcement sensitivity on adolescent substance use and these vary with index of dispositional affectivity and type of substance considered.
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Zubovics EA, Fiáth R, Rádosi A, Pászthy B, Réthelyi JM, Ulbert I, Bunford N. Neural and self-reported reward responsiveness are associated with dispositional affectivity and emotion dysregulation in adolescents with evidence for convergent and incremental validity. Psychophysiology 2020; 58:e13723. [PMID: 33179791 DOI: 10.1111/psyp.13723] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 10/13/2020] [Accepted: 10/15/2020] [Indexed: 11/30/2022]
Abstract
Adolescence is a developmental period characterized by heightened reward sensitivity which, in turn, confers risk for pertinent negative outcomes, underscoring the need to better understand biological bases and behavioral correlates of reward responsiveness during this developmental phase. Our goals in the current study were to examine, in a sample of 43 typically developing adolescents (Mage = 15.67 years; SD = 1.01; 32.6% boys), (1) evidence of convergent validity between neural and self-report reward responsiveness, (2) associations between neural reward responsiveness and self-report dispositional affectivity and emotion dysregulation (ED) and (3) evidence of incremental validity of self-report beyond neural reward responsiveness in predicting affectivity and ED. During electroencephalography (EEG), adolescents completed two experimental paradigms probing event-related potential (ERP) indices of reward anticipation and initial responsiveness to reward attainment. Following EEG, they completed self-report measures of reward responsiveness, affectivity, and ED. Findings indicated some evidence of convergent validity between enhanced ERP indices of reward anticipation and initial response to reward and greater reinforcement sensitivity; that ERP indices of both reward responsiveness aspects predicted lower negative affectivity and less ED; and evidence of incremental validity of self-report beyond neural reward responsiveness in predicting outcomes. Results underscore the utility of a multi-method framework in assessing adolescent reward responsiveness and support the relevance of reward responsiveness in explaining individual differences in dispositional affectivity and ED.
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Affiliation(s)
- Evelin A Zubovics
- "Lendület" Developmental and Translational Neuroscience Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Richárd Fiáth
- Comparative Psychophysiology Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary.,Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary
| | - Alexandra Rádosi
- "Lendület" Developmental and Translational Neuroscience Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary.,Doctoral School of Mental Health Sciences, Semmelweis University, Budapest, Hungary
| | - Bea Pászthy
- 1st Department of Paediatrics, Semmelweis University, Budapest, Hungary
| | - János M Réthelyi
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary
| | - István Ulbert
- Comparative Psychophysiology Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary.,Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary
| | - Nóra Bunford
- "Lendület" Developmental and Translational Neuroscience Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary
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Vecchione M, Corr PJ. Development and Validation of a Short Version of the Reinforcement Sensitivity Theory of Personality Questionnaire (RST-PQ-S). J Pers Assess 2020; 103:535-546. [PMID: 32783537 DOI: 10.1080/00223891.2020.1801702] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
We conducted three studies (total n = 998) aimed at developing and validating a shortened version of the Reinforcement Sensitivity Theory of Personality Questionnaire (i.e., the RST-PQ-S). In Study 1 (n = 341), twenty-two items were selected from the original RST-PQ, based on both theoretical and empirical criteria. Confirmatory factor analysis (CFA) on this short-form supported the six-factor structure comprising: FFFS, BIS, and four BAS components (Reward Interest, Goal Drive-Persistence, Reward Reactivity, and Impulsivity). The six scale scores showed adequate levels of internal consistency. Construct validity was supported by correlations with established personality measures. In Study 2 (n = 340), CFA results were cross-validated in an independent sample and construct validity was supported by correlations with BIS/BAS scales. In Study 3 (n = 317) test-retest correlations showed acceptable-to-good levels of temporal stability over a four-week interval. Results revealed a substantial overlap with original, full-length RST-PQ, providing evidence for the comparability of the two versions. Latent State-Trait analyses showed that the items of the RST-PQ-S mostly capture interindividual differences that are stable across situations. Taken together, findings indicate that the RST-PQ-S provides an efficient, valid and reliable alterative to the longer RST-PQ.
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Affiliation(s)
- Michele Vecchione
- Department of Social and Developmental Psychology, Sapienza University of Rome
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Gomez R, Watson S, Wynen JV, Trawley S, Stavropoulos V, Corr PJ. Reinforcement Sensitivity Theory of Personality Questionnaire: Factor Structure Based on CFA and ESEM, and Associations with ADHD. J Pers Assess 2020; 103:523-534. [PMID: 32496822 DOI: 10.1080/00223891.2020.1769113] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Revised reinforcement sensitivity theory (r-RST) of personality is a major neuropsychological theory of motivation, emotion and personality. This paper presents the results of a study examining: (1) the factor structure of the Reinforcement Sensitivity Theory of Personality Questionnaire (RST-PQ) using confirmatory factor analysis (CFA) and exploratory structural equation modeling (ESEM); and (2) the relationships of the r-RST constructs in the RST-PQ with attention deficit hyperactivity disorder (ADHD) symptom groups of inattention (IA) and hyperactivity/impulsivity (HI). A total of 572 (Sample 1) and 309 (Sample 2) adults completed the RST-PQ. Participants in Sample 2 also completed a questionnaire measuring ADHD symptoms. Results revealed more support for the ESEM model with six factors than the CFA model. For both the ESEM and CFA models, both IA and HI symptom groups were associated positively with the RST-PQ constructs of behavioral inhibition system (BIS) and behavioral approach system (BAS) Impulsivity, with IA also associated negatively with the BAS-Goal-Drive Persistence. The theoretical implications of these findings for understanding the factor structure of the RST-PQ, and for ADHD (IA and HI) in terms of r-RST, are discussed.
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Affiliation(s)
- Rapson Gomez
- Department of Psychology, School of Health and Life Sciences, Federation University, Australia
| | - Shaun Watson
- Department of Psychology, School of Health and Life Sciences, Federation University, Australia
| | | | - Steven Trawley
- Cairnmillar Institute, Hawthorn East, Victoria, Australia
| | - Vasileios Stavropoulos
- Cairnmillar Institute, Hawthorn East, Victoria, Australia.,Department of Psychology, Victoria University, Footscray, Victoria, Australia
| | - Philip J Corr
- Department of Psychology, City University of London, London, UK
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