Relationship between Athletes' Big Five Model of Personality and Athletic Performance: Meta-Analysis.

Academic interest in athletic performance is ongoing. To examine the correlation between athletic performance and athletes' personality types, data extraction in line with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines was completed in October 2021, and a meta-analysis was performed using 180 data from 18 selected papers using the "meta" package version 4.8-4 of R Studio 3.3.3. As a result, these selected studies proved to have reliable quality in proceeding with this study via quality assessment. The overall effect of personality on athletic performance (AP) was ESr = 0.124, p < 0.01. Furthermore, only conscientiousness (ESr = 0.178, p < 0.001) and extroversion (ESr = 0.145, p < 0.01), among the five personality types, showed statistically significant results, and these two personality types had a positive correlation with performance. In the publication bias test, this study found that (a) agreeableness had a publication bias; but, with an additional test using trim-and-fill, (b) the effect was not significant enough to be considered. In addition, the analysis of the moderating effects was conducted in four aspects, and all moderating effect analyses showed statistically significant differences between the groups, demonstrating the heterogeneity of this study. Therefore, this study found a significant relationship between personality and athletic performance and showed the importance of conscientiousness and extroversion.

A reliable instrument for making use of an overly neglected source of information on personality: The French adaptation of the Big Five Inventory-2 (Bfi-2) informant-report form.

OBJECTIVES: The assessment of personality traits is most often based on self-report. However, a growing body of research has shown that informant-report is a valuable and too often overlooked source of unique information. The aim of this study was to validate the French version of the informant-report form of the Big Five Inventory-2 (BFI-2) which assesses 15 facet traits in addition to the five major trait domains. METHODS: We asked 699 psychology and sports science and technology students to describe a person they knew well using the BFI-2 and obtained 661 valid records with demographic information. The data were analyzed using a bi-factor exploratory structural equation model with five bifactors corresponding to the Big Five domains, and three group factors (facets) each. RESULTS: This model had an excellent overall fit. Cronbach's alpha coefficients for the five domains were very satisfactory and the McDonald's omega coefficients were even better. The scales that measured the five major factors were therefore highly reliable, although Extraversion was somewhat less so. The scales measuring facets all had high reliability as measures of the whole formed by the major factor and the group factor. In addition, ten of them were reliable measures of their specific factor, and the remaining five appeared to be pure measures of the five domains. CONCLUSIONS: The informant-report form of the BFI-2 is a reliable instrument which is easy and quick to administer. These qualities should enable clinicians and researchers to exploit the much-neglected source of original information provided by informant-reports.

Is it time to replace the Big Five personality model? Factorial structure of the NEO PI-R in a community sample of Spanish adults.

Recent studies have revived the issue of whether the five-factor personality model or Big Five is the most valid to summarize the most relevant personality traits or whether, on the contrary, the basic structure of personality traits would better fit a six-factor model such as the HEXACO model: Honesty-Humility (H), Emotionality (E), Extraversion (X), Agreeableness (A), Conscientiousness (C), and Openness to Experience (O). In a Spanish community sample of 682 adults, the factorial structure of the 30 facets of the NEO-Revised Personality Inventory (NEO PI-R) and its 16 facets common to the HEXACO model was analyzed. In two subsamples of participants, the internal structure of the NEO PI-R, of 30 and 16 facets, fit the five-factor Big Five model better than the six-factor HEXACO model. In addition, the internal 30-facet structure of the NEO-PI-R replicated that obtained in the original US validation and those previously obtained in Spain, although the latter used different participant samples (people evaluated in personnel selection processes, university students). These results suggest that, at least in Spain, the five-factor personality model or Big Five is still the most valid taxonomy of personality traits.

The neurobiology of openness as a personality trait.

Openness is a multifaceted behavioral disposition that encompasses personal, interpersonal, and cultural dimensions. It has been suggested that the interindividual variability in openness as a personality trait is influenced by various environmental and genetic factors, as well as differences in brain functional and structural connectivity patterns along with their various associated cognitive processes. Alterations in degree of openness have been linked to several aspects of health and disease, being impacted by both physical and mental health, substance use, and neurologic conditions. This review aims to explore the current state of knowledge describing the neurobiological basis of openness and how individual differences in openness can manifest in brain health and disease.

Analysis of individual characteristics influencing user polarization in COVID-19 vaccine hesitancy.

During the COVID-19 pandemic, vaccine hesitancy proved to be a major obstacle in efforts to control and mitigate the negative consequences of COVID-19. This study centered on the degree of polarization on social media about vaccine use and contributing factors to vaccine hesitancy among social media users. Examining the discussion about COVID-19 vaccine on the Weibo platform, a relatively comprehensive system of user features was constructed based on psychological theories and models such as the curiosity-drive theory and the big five model of personality. Then machine learning methods were used to explore the paramount impacting factors that led users into polarization. Findings revealed that factors reflecting the activity and effectiveness of social media use promoted user polarization. In contrast, features reflecting users' information processing ability and personal qualities had a negative impact on polarization. This study hopes to help healthcare organizations and governments understand and curb social media polarization around vaccine development in the face of future surges of pandemics.

The Big Five model in rural Southeast Asia: Validation, stability, and its role in household income.

OBJECTIVE: We investigate the applicability of the Big Five model in rural Southeast Asia and thereby challenge recent concerns about the validity of the model in developing countries. METHOD: We use a novel data set on personality traits from rural Thailand and Vietnam (N = 3811 individuals). In our analysis, we (i) assess the factor structure of the data, (ii) test the internal consistency of the items, (iii) compare the traits across two consecutive survey waves, and (iv) employ regressions to demonstrate the economic relevance of the traits. RESULTS: The results demonstrate a five-factor structure that fits the Big Five model. We observe changes in personality traits over time but Cohen's d coefficients only range between 0.06 and 0.21. The average rank-order stability, measured by the test-retest correlation of the Big Five between the two consecutive waves, lies at 0.21. Individual changes in personality traits over time relate to experienced shocks and appear to be largely independent of age, gender, and education. We further find that openness and emotional stability positively correlate with rural incomes. CONCLUSIONS: While there is skepticism, pertaining to the use of personality trait models in developing countries, our study demonstrates that their importance and usage cannot be rejected.

Prevalence of psychopathy in a community sample of Spanish adults: Definitions and measurements matter.

The main objective of this work is to examine the prevalence of psychopathy in the general adult population from the main currently existing theoretical perspectives of psychopathy, using for this purpose the five-factor or Big Five model as a common language that allows the comparison and integration of the personality traits considered as defining psychopathy by these different perspectives. The NEO Personality Inventory-Revised (NEO PI-R) was applied to a sample of 682 adults of the general Spanish population. The prevalence of clinical and subclinical psychopathy was calculated according to six different definitions of these two constructs based on Hare's, Lilienfeld's, triarchic, and DSM-5-hybrid models, and the simultaneous presence of a minimum number of personality traits that differed from the sample mean by one standard deviation. Prevalence rates for the different definitions were consistently low, indicating that the prevalence of clinical psychopathy in the general Spanish population is around 0.55%, and that of subclinical psychopathy is around 1.65%. There were no significant sex differences in the prevalence of psychopathy. These results question the alarmist claims that warn about the existence in society of a very high number of people with psychopathy who can cause many social, economic, physical, and psychological damage to others.

The relationship between empathy and personality traits in Saudi medical students.

BACKGROUND: Empathy is regarded as a fundamental personal attribute for in-training and in-practice doctors. Several factors may play a significant role to facilitate or prevent the ability of doctors' empathy toward their patients. The objective of the present study is to investigate the relationship of empathy with personality traits (extraversion, agreeableness, conscientiousness, neuroticism, and openness to experience) among undergraduate medical students. MATERIALS AND METHODS: This study was based on a correlational, cross-sectional design and was conducted from January 2020 to April 2020. The sample consisted of 301 undergraduate medical students studying in different medical colleges situated in Riyadh, Saudi Arabia. Personal information form, the big-five personality inventory, and the interpersonal reactivity index scales were administered. Obtained data were analyzed by applying several methods such as mean, standard deviation, Mann-Whitney U test, Pearson's correlation coefficient, and multivariable linear regression. RESULTS: Regression analysis revealed that personality dimensions accounted for 10-19% of the variance in scores of empathy sub-dimensions of perspective-taking, empathetic concern, fantasy, and personal distress. Agreeableness was found to be associated with empathetic concern and perspective-taking. Openness to experience was found to be significantly related to perspective-taking and fantasy, whereas extraversion was negatively associated with perspective-taking. Neuroticism had an association with personal distress, empathetic concern, and fantasy. Additionally, no gender difference was observed and students with people-oriented specialty preferences showed significantly higher scores on empathy sub-domains than technology-oriented students. CONCLUSION: This study confirmed that personality dimensions play a notable role to predict empathetic behaviors among Saudi undergraduate medical students. This study would help to design individualized strategies by incorporating personality dimensions in the training program to enhance empathetic behavior among medical students.

Personality and demographic characteristics of parents who occasionally use psychoactive substances.

Although parenting is considered a turning point that reduces non-normative behaviours, some parents choose to occasionally continue using various drugs. The present study examines the personality and demographic characteristics of these parents by comparing three parent groups: those who do not use at all, those who use only cannabis and those who use other substances. Three self-report quantitative questionnaires: Demographic, Patterns of use of psychoactive substances and the Big Five Personality traits questionnaire, were administered to 627 parents. The findings show that the proportion of unmarried and secular men is higher in the group of parents who use substances. They also were found to be younger and less educated than the other parent's groups. We examined the parents' personality characteristics using the Big Five model and found that parents who use substances occasionally exhibit higher levels of extraversion and openness to experiences, and lower levels of conscience. The differences found in the characteristics of parents who use cannabis to those who use other substances, indicate the normativeness of cannabis use among parents, and reflect the need for intervention programs among parents who use substances, which may have a great influence on drug use among their children.

Automatic Personality Assessment through Movement Analysis.

Obtaining accurate and objective assessments of an individual's personality is vital in many areas including education, medicine, sports and management. Currently, most personality assessments are conducted using scales and questionnaires. Unfortunately, it has been observed that both scales and questionnaires present various drawbacks. Their limitations include the lack of veracity in the answers, limitations in the number of times they can be administered, or cultural biases. To solve these problems, several articles have been published in recent years proposing the use of movements that participants make during their evaluation as personality predictors. In this work, a multiple linear regression model was developed to assess the examinee's personality based on their movements. Movements were captured with the low-cost Microsoft Kinect camera, which facilitates its acceptance and implementation. To evaluate the performance of the proposed system, a pilot study was conducted aimed at assessing the personality traits defined by the Big-Five Personality Model. It was observed that the traits that best fit the model are Extroversion and Conscientiousness. In addition, several patterns that characterize the five personality traits were identified. These results show that it is feasible to assess an individual's personality through his or her movements and open up pathways for several research.

Introversion and High Spatial Ability Is Associated With Origami Proficiency.

This study examined the relationship between origami performance, personality traits, and spatial ability. The researchers asked 43 Japanese university students (19 women and 24 men) to fold three models of origami (paper folding). Their performance was assessed by the number of successes in correctly folding the paper to make the models. They also answered the personality inventory NEO-FFI and completed the block-design test of the Wechsler Adult Intelligence Scale IV, which measures the spatial ability of people. The results showed that although origami performance demonstrated no significant relation with neuroticism, openness to experience, agreeableness, or conscientiousness, it improved as introversion tendency and spatial ability increased. There were no differences based on sex in origami performance. The findings suggest that performing origami requires spatial ability, which supports the view that origami is a potential educational material for training and enhancing spatial ability, and that introversion is advantageous to origami performance.

Temporary change in personality states among social media users: effects of Instagram use on Big Five personality states and consumers' need for uniqueness.

BACKGROUND: Research suggests that certain personality traits influence the frequency of social media use. However, the potential effect of social media use on personality states merits investigation as well, in light of the personality dynamics approach. PARTICIPANTS AND PROCEDURE: We conducted an experimental study in which 325 Instagram users were asked to count selfies and emoticons on their Instagram profiles (experimental condition) or their phones (control condition). Subsequently, all participants responded to questions from the Big Five personality inventory and scale to measure the need for uniqueness in consumption. RESULTS: Instagram users had a higher neuroticism state and a higher need for uniqueness compared with the controls. In terms of the other Big Five states, we observed no differences between the study conditions. CONCLUSIONS: Our study explores the novel direction of the relationship between social media use and personality, suggesting that using Instagram can temporarily change personality states.

Personality Determinants of Eating Behaviours among an Elite Group of Polish Athletes Training in Team Sports.

The nutritional behaviours of athletes are determined by environmental and individual factors. The aim of the research was to analyse the personality determinants of the eating behaviour among an elite group of Polish athletes training in team sports. The research was conducted among 213 athletes, using a proprietary validated nutritional behaviour questionnaire and the Neuroticism Extraversion Openness-Personality Inventory-Revised (NEO-PI-R Personality Inventory). Statistical analysis was performed with the use of Pearson's linear and Spearman's signed rank correlation coefficients, as well as multiple regression evaluation, assuming the significance level of α = 0.05. It was shown that the overall index of proper eating behaviour increased with increasing neuroticism (r = 0.132) and decreased with increasing openness to experience (r = -0.143). When assessing individual nutritional behaviours, it was indicated, among others, that with increasing neuroticism, athletes more often avoided energy drinks (R = 0.173), and with increasing extraversion, they more frequently consumed vegetables at least twice a day (R = 0.154). At the same time, the consumption of raw vegetables (R = -0.153), 2-3 portions of vegetables and fruit per day (R = -0.157) and the limitation of sweet and salty snacks (R = -0.152) decreased along with an increase in openness. On the other hand, with increasing conscientiousness, the regular consumption of meals (R = 0.186), dairy products (R = 0.143) and the reduction of sweet and salty snacks (R = 0.148) increased. The model built on the basis of the Big Five personality traits explained, to a very large extent (approx. 99%), variance concerning the general index of normal eating behaviour among athletes. The predictive significance of the personality traits presented in the Big Five model was demonstrated in relation to the quality of nutritional choices among Polish athletes competitively training in team sports, which may be used to personalise the dietary education of athletes.

Abertura à experiência e preferência em obras de arte figurativas e não figurativas / Opening to experience and preference for figurative and non-figurative works of art / Apertura a la experiencia y preferencia por obras de arte figurativas y no figurativas

A arte não representacional é outra maneira de aludir à arte abstrata, sendo um estilo no qual os objetos não se parecem com aqueles que se apresentam na natureza física concreta. No último século, foram realizadas investigações experimentais sobre estética e personalidade objetivando revelar fatores contribuintes para as diferenças quanto às preferências artísticas. Este estudo explorou as associações entre abertura à experiência e preferência por arte visual. Os participantes completaram a Escala Fatorial de Abertura e classificaram a preferência por quatro imagens diferentes correspondentes à arte representativa e não representativa. A análise estatística dos dados revelou uma correlação positiva entre o fator Fantasia e a apreciação pelas pinturas abstratas (r =.20). Não foi verificada uma correlação estatisticamente significativa entre essa dimensão e a apreciação de pinturas figurativas. Embora esses achados sejam exploratórios, outras medidas mais completas relacionadas às diferenças individuais e preferências artísticas poderão ser utilizadas em novos estudos no Brasil.

Nonrepresentational art is another way to refer to abstract art elating to a style in which objects do not resemble those known in physical nature. In the last hundred years some experimental investigations of aesthetics and personality have been conducted to reveal fundamental factors which contribute to differences in artistic preference. This study explored associations among openness to experience and preference for visual art. Participants completed an Openess Fatorial Scale and provided preference ratings for different paintings corresponding to representational and nonrepresentational art. The statistical analysis of the data showed a positive correlation between the fantasy factor and appreciation for abstract paintings (r =.20). Here was no statistically significant correlation between this same dimension and the appreciation for figurative paintings. Although these findings are somewhat exploratory and more comprehensive measures of individual differences and art preferences could be employed in new studies in Brazil.

El arte no representacional es otra forma de referirse al arte abstracto que se adapta a un estilo en el que los objetos no se parecen a los que se conocen en la naturaleza física concrecta. En el siglo se han llevado a cabo investigaciones experimentales sobre estética y personalidad para revelar los factores contribuintes a las diferencias en preferencias artísticas. Los participantes completaron una Escala Fatorial de Abertura a experiencia y otorgaron calificaciones de preferencia para 4 diferentes images correspondientes al arte representativa y no representativa. El análisis estadístico de los datos mostró correlación entre el factor fantasía y y la apreciación de pinturas abstractas (r =.20). No fue verificada una correlación estadísticamente significativa entre esta dimension y la apreciación de las pinturas figurativas. Aunque estos hallazgos son exploratorios y podrían emplear medidas más completas de diferencias individuales y preferencias artísticas en nuevos estudios en Brasil.

Perfis artísticos em dança: os casos de Lac e Les Poupées / Perfiles artísticos en la danza: los casos de Lac y Les Poupées / Artistic profiles in dance: the cases of Lac and Les Poupées

Este estudo tem por objeto a descrição de traços presentes em perfis artísticos em dança que reconhecemos por sua estabilidade e persistência. Toma como primeira investidura os casos de Lac (Sandro Borelli) e Les Poupées (Marta Soares). Com o modelo do Big Five - os cinco grandes fatores da personalidade - é possível o recorte de grupos de gestos e movimentos, comportamento não verbal, os que persistem como ação e reação, os quais são receptivos e reativos à própria ação, os insistentes a olho nu. Fazemos uso da observação e, consequentemente, interpretação a partir de gravação em DVDs em sistema de forward and rewind - avançar e retroceder - e freeze, o congelar das imagens de gravações em vídeo. Os perfis em arte são habitualmente estudados em acordo com o grau de aproximação e afastamento de um determinado fator da personalidade do artista e não como motivo independente no produto artístico. (AU)

Este estudio tiene como objetivo describir las características que configuran los perfiles artísticos en danza con los que reconocemos su estabilidad y persistencia a lo largo de la producción escénica de un determinado artista. Toma a Lac (Sandro Borelli) y Les Poupées (Marta Soares) como su primera investidura. Con el modelo Big Five, los cinco factores principales de la personalidad, es posible cortar grupos de gestos y movimientos, aquellos que persisten como acción y reacción, qué tan receptivos y reactivos a la acción misma, lo insistente a simple vista. Los perfiles de arte se estudian de acuerdo con el grado de aproximación y distancia de un determinado factor en la personalidad del artista. No parece haber ningún interés en entender el producto artístico como algo para ganar un perfil como un motivo independiente de la personalidad del artista. (AU)

This study aims to describe the features present in artistic profiles in dance which we recognize for their stability and persistence. It takes as his first investiture the cases of Lac (Sandro Borelli) and Les Poupées (Marta Soares). With the Big Five model - the five great personality factors - it is possible to cut out groups of gestures and movements, non-verbal behavior, those that persist as action and reaction, how receptive and reactive they are to the action itself, the insistent ones to the naked eye. We make use of observation and, consequently, interpretation based on recording on DVDs in a forward and rewind system - forward and backward - and freeze, the freezing of the images of video recordings. Profiles in art are usually studied according to the degree of approximation and distance from a certain factor of the artist's personality and not as an independent motive in the artistic product. (AU)

The Nexus Between the Big Five Personality Traits Model of the Digital Economy and Blockchain Technology Influencing Organization Psychology.

The basic aim of the study was to understand the role of the Big Five model of personality in predicting emotional intelligence and consequently in triggering the entrepreneurial behavior of the employees. The emotional intelligence of the individuals plays a very important role in decision making, enhancement of quality of living, and many other social realms. Hence, the intelligent use of emotions can make or break an individual's future considering their attitude toward exploiting the entrepreneurial opportunities available. This study has measured the impact of personality traits on emotional intelligence and EI's role in digital entrepreneurial behavior. The population used in this study was the middle management employees in the corporate sector of the mainland in China. The sample size taken in this study was 260 and selected through convenient sampling. The data was collected through a structured questionnaire measuring each variable. The data collected was employed to SmartPLS 3.3 for analyzing through structural equation modeling to measure the hypotheses. The study has found the partial effect of the Big Five model of personality on emotional intelligence, which significantly predicted the digital entrepreneurial behavior of the employees. The organizations can use the study findings to anticipate the employees' possible prospects and endeavors regarding their digital entrepreneurial behaviors.

Associação entre os cinco grandes fatores da personalidade e a intenção de corrupção / The Relationship Between the Big Five Personality Factors and the Intention of Corruption

Resumo A comportamento corrupto deve ser investigado a partir de diferentes níveis de análise. A nível intraindividual, a personalidade é uma variável relevante para sua compreensão. Objetivo. Na presente pesquisa, buscou-se analisar a influência dos traços de personalidade na intenção de comportamento corrupto a partir do modelo dos cinco grandes fatores da personalidade. Método. Participaram da pesquisa 286 indivíduos com idades entre 18 e 76 anos. Para coleta, foram utilizadas a Escala Reduzida dos cinco grandes fatores da personalidade, a Medida de Intenção de Corrupção e um questionário sociodemográfico. Resultados. Se encontraram correlações positivas entre a intenção de corrupção com as dimensões amabilidade, conscienciosidade e abertura à experiência. Porém, por meio de uma regressão linear múltipla, apenas a conscienciosidade teve efeito significativo. Implicações são discutidas.

Abstract Corruption must be investigated from different levels of analysis. At the intra-individual level, personality is a relevant variable for its understanding. Objective. In the present research, we sought to analyze the influence of personality traits on the intention of corrupt behavior based on the Big Five model of personality. Method. This study included 286 individuals between the ages of 18 and 76. A Reduced Scale of the Big Five personality factors, and a Corruption Intention Measurement scale, along general sociodemographic data were part of the data collection process. Results. Data showed positive correlations between corruption intention and the dimensions of agreeableness, conscientiousness, and openness. However, using multiple linear regression, only conscientiousness had a significant effect. Implications are discussed.

Propiedades psicométricas de una escala de Depresión basada en el Modelo de los Cinco Factores / Psychometric properties of a Depression scale based on the Five Factor Model

Resumen Se presenta el proceso de construcción de una escala para medir la faceta De-presión según el Modelo de los Cinco Factores. Se realizó una revisión de las definiciones teóricas y operacionales de autores relevantes de este modelo. Luego se elaboraron 15 ítems iniciales, 3 de los cuales fueron eliminados por jueces expertos. Los ítems conservados se administraron a 1222 adultos de población general residentes en el área metropolitana de Buenos Aires, Argentina (50.8 % mujeres, edad media = 33.2 años y DE = 11.8 años). Se seleccionó aleatoriamente un 35% de casos para depurar el instrumento con un análisis factorial exploratorio. El 65% restante se utilizó para corroborar la estructura interna con un análisis factorial confirmatorio y para ajustar el Modelo de Respuesta Graduada de la Teoria de Respuesta al Ítem. Los resultados muestran que los 10 ítems de la versión definitiva conforman una estructura unidimensional con adecuada consistencia interna. Se aportan evidencias de validez concurrente con EPQ-RA y SCL-90-R. La Función de Información revela que la escala mide con precisión elevada y constante en un rango extenso del rasgo. Se concluye que la escala permite valorar de manera satisfactoria las diferencias individuales en la tendencia a experimentar afectos depresivos.

Abstract The process of constructing a scale to measure the Depression facet, according to the Five Factors Model, is presented. A review of the theoretical and operational definitions of relevant authors of this model was carried out. Then, 15 initial items were elaborated, 3 of which were eliminated by expert judges. The retained items were administered to 1222 adults of the general population residing in the Buenos Aires Metropolitan Area, Argentina (50.8% women, mean age = 33.2 years and SD = 11.8 years). A random selection of 35% of cases was made to reduce the instrument with an Exploratory Factor Analysis. The remaining 65% was used to corroborate the internal structure with a Confirmatory Factor Analysis, and to fit the Graded Response Model of the Item Response Theory. The results show that the 10 items of the final version form a one-dimensional structure with adequate internal consistency. Evidence of concurrent validity is provided with EPQ-RA and SCL-90-R. The Test Information Function reveals that the scale measures with constant high reliability over a wide range of the trait. It is concluded that the scale allows a satisfactory assessment of individual differences in the tendency to experience depressive effects.

Impact of Advertising Campaigns Among Online Gamblers: The Role Perceptions of Social Support and Personality Traits.

Background: Few studies on problematic gamblers have focused on how environment and personality interact in gambling behavior. The aim of this research is to investigate how social support, dimensions of personality, and advertising campaigns are associated with gambling among problematic or moderate-risk gamblers and recreational gamblers and associated with online gambling (i.e., sport and poker). Methods: One hundred nine participants (45% problematic or moderate-risk gamblers) answered an online survey including social support, five factor models of personality, typology of gamblers, and several sociodemographic variables. Results: We found that problematic and moderate-risk gamblers were significantly more sensitive to gambling advertisements compared to light players. Social support was significantly lower among online gamblers compared to offline gamblers, but no association was found between social support and type of gamblers. Problematic and moderate-risk gamblers presented lower levels of extraversion compared with recreational gamblers. Notably, when the onset of gambling is before 18 years old, participants had more chances to recall more gambling advertisements as adults. Conclusion: We propose that future longitudinal research should focus on characteristics of online gamers particularly regarding social support to understand this low level of adequacy compared to offline gamblers.

Resilience as a Buffering Variable Between the Big Five Components and Factors and Symptoms of Academic Stress at University.

The aim of this cross-sectional study was to establish predictive relationships of the Big Five personality factors (according to their self-regulatory level), together with resilience (proactive and reactive factors), for factors and symptoms of academic stress related to teaching and learning in the University context. A total of 405 female undergraduate students were selected, and completed questionnaires that had been previously validated in Spanish University students (Big Five personality factors, resilience, and academic stress symptoms and factors). A linear, ex-post facto design was used, including linear regression, Structural Equation Modeling (SEM), and mediational analyses. Specific linear regression showed the expected gradation: that self-regulatory personality factors (conscientiousness, extraversion) were positive linear predictors of proactive resilience, as well as significant negative predictors of stress factors and symptoms of academic stress; while the non-regulatory personality factors (openness to experience, agreeableness) showed little relationship. By contrast, the dysregulatory personality factor (neuroticism) was a negative predictor of proactive resilience, a positive predictor of reactive resilience, and positively predicted academic stress factors in the teaching and learning process, as well as stress symptoms. SEM general analysis showed that personality factors positively predicted resilience, and resilience negatively predicted factors and symptoms of academic stress. Specific mediational model analysis, with each personality factor, confirmed the different mediating relationships that appeared in the linear regression analyses. These results are discussed from the perspective of promoting resilience and healthy personalities in the University context. Implications for addressing academic stress at University are discussed.