914 resultados para Three Factor Model
Resumo:
The examination of Workplace Aggression as a global construct conceptualization has gained considerable attention over the past few years as organizations work to better understand and address the occurrence and consequences of this challenging construct. The purpose of this dissertation is to build on previous efforts to validate the appropriateness and usefulness of a global conceptualization of the workplace aggression construct. This dissertation has been broken up into two parts: Part 1 utilized a Confirmatory Factor Analysis approach in order to assess the existence of workplace aggression as a global construct; Part 2 utilized a series of correlational analyses to examine the relationship between a selection of commonly experienced individual strain based outcomes and the global construct conceptualization assessed in Part 1. Participants were a diverse sample of 219 working individuals from Amazon’s Mechanical Turk participant pool. Results of Part 1 did not show support for a one-factor global construct conceptualization of the workplace aggression construct. However, support was shown for a higher-order five-factor model of the construct, suggesting that it may be possible to conceptualize workplace aggression as an overarching construct that is made up of separate workplace aggression constructs. Results of Part 2 showed support for the relationships between an existing global construct workplace aggression conceptualization and a series of strain-based outcomes. Utilizing correlational analyses, additional post-hoc analyses showed that individual factors such as emotional intelligence and personality are related to the experience of workplace aggression. Further, utilizing moderated regression analysis, the results demonstrated that individuals experiencing high levels of workplace aggression reported higher job satisfaction when they felt strongly that the aggressive act was highly visible, and similarly, when they felt that there was a clear intent to cause harm. Overall, the findings of this dissertation do support the need for a simplification of its current state of measurement. Future research should continue to examine workplace aggression in an effort to shed additional light on the structure and usefulness of this complex construct.
Resumo:
The examination of Workplace Aggression as a global construct conceptualization has gained considerable attention over the past few years as organizations work to better understand and address the occurrence and consequences of this challenging construct. The purpose of this dissertation is to build on previous efforts to validate the appropriateness and usefulness of a global conceptualization of the workplace aggression construct. This dissertation has been broken up into two parts: Part 1 utilized a Confirmatory Factor Analysis approach in order to assess the existence of workplace aggression as a global construct; Part 2 utilized a series of correlational analyses to examine the relationship between a selection of commonly experienced individual strain based outcomes and the global construct conceptualization assessed in Part 1. Participants were a diverse sample of 219 working individuals from Amazon’s Mechanical Turk participant pool. Results of Part 1 did not show support for a one-factor global construct conceptualization of the workplace aggression construct. However, support was shown for a higher-order five-factor model of the construct, suggesting that it may be possible to conceptualize workplace aggression as an overarching construct that is made up of separate workplace aggression constructs. Results of Part 2 showed support for the relationships between an existing global construct workplace aggression conceptualization and a series of strain-based outcomes. Utilizing correlational analyses, additional post-hoc analyses showed that individual factors such as emotional intelligence and personality are related to the experience of workplace aggression. Further, utilizing moderated regression analysis, the results demonstrated that individuals experiencing high levels of workplace aggression reported higher job satisfaction when they felt strongly that the aggressive act was highly visible, and similarly, when they felt that there was a clear intent to cause harm. Overall, the findings of this dissertation do support the need for a simplification of its current state of measurement. Future research should continue to examine workplace aggression in an effort to shed additional light on the structure and usefulness of this complex construct.
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This research was undertaken to explore dimensions of the risk construct, identify factors related to risk-taking in education, and study risk propensity among employees at a community college. Risk-taking propensity (RTP) was measured by the 12-item BCDQ, which consisted of personal and professional risk-related situations balanced for the money, reputation, and satisfaction dimensions of the risk construct. Scoring ranged from 1.00 (most cautious) to 6.00 (most risky). Surveys including the BCDQ and seven demographic questions relating to age, gender, professional status, length of service, academic discipline, highest degree, and campus location were sent to faculty, administrators, and academic department heads. A total of 325 surveys were returned, resulting in a 66.7% response rate. Subjects were relatively homogeneous for age, length of service, and highest degree. Subjects were also homogeneous for risk-taking propensity: no substantive differences in RTP scores were noted within and among demographic groups, with the possible exception of academic discipline. The mean RTP score for all subjects was 3.77, for faculty was 3.76, for administrators was 3.83, and for department heads was 3.64. The relationship between propensity to take personal risks and propensity to take professional risks was tested by computing Pearson r correlation coefficients. The relationships for the total sample, faculty, and administrator groups were statistically significant, but of limited practical significance. Subjects were placed into risk categories by dividing the response scale into thirds. A 3 X 3 factorial ANOVA revealed no interaction effects between professional status and risk category with regard to RTP score. A discriminant analysis showed that a seven-factor model was not effective in predicting risk category. The homogeneity of the study sample and the effect of a risk encouraging environment were discussed in the context of the community college. Since very little data on risk-taking in education is available, risk propensity data from this study could serve as a basis for comparison to future research. Results could be used by institutions to plan professional development activities, designed to increase risk-taking and encourage active acceptance of change.
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The purpose of this research is to analyze different daylighting systems in schools in the city of Natal/RN. Although with the abundantly daylight available locally, there are a scarce and diffuse architectural recommendations relating sky conditions, dimensions of daylight systems, shading, fraction of sky visibility, required illuminance, glare, period of occupation and depth of the lit area. This research explores different selected apertures systems to explore the potential of natural light for each system. The method has divided into three phases: The first phase is the modeling which involves the construction of three-dimensional model of a classroom in Sketchup software 2014, which is featured in follow recommendations presented in the literature to obtain a good quality of environmental comfort in school settings. The second phase is the dynamic performance computer simulation of the light through the Daysim software. The input data are the climate file of 2009 the city of Natal / RN, the classroom volumetry in 3ds format with the assignment of optical properties of each surface, the sensor mapping file and the user load file . The results produced in the simulation are organized in a spreadsheet prepared by Carvalho (2014) to determine the occurrence of useful daylight illuminance (UDI) in the range of 300 to 3000lux and build graphics illuminance curves and contours of UDI to identify the uniformity of distribution light, the need of the minimum level of illuminance and the occurrence of glare.
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In oil and gas pipeline operations, the gas, oil, and water phases simultaneously move through pipe systems. The mixture cools as it flows through subsea pipelines, and forms a hydrate formation region, where the hydrate crystals start to grow and may eventually block the pipeline. The potential of pipe blockage due to hydrate formation is one of the most significant flow-assurance problems in deep-water subsea operations. Due to the catastrophic safety and economic implications of hydrate blockage, it is important to accurately predict the simultaneous flow of gas, water, and hydrate particles in flowlines. Currently, there are few or no studies that account for the simultaneous effects of hydrate growth and heat transfer on flow characteristics within pipelines. This thesis presents new and more accurate predictive models of multiphase flows in undersea pipelines to describe the simultaneous flow of gas, water, and hydrate particles through a pipeline. A growth rate model for the hydrate phase is presented and then used in the development of a new three-phase model. The conservation equations of mass, momentum, and energy are formulated to describe the physical phenomena of momentum and heat transfer between the fluid and the wall. The governing equations are solved based on an analytical-numerical approach using a Newton-Raphson method for the nonlinear equations. An algorithm was developed in Matlab software to solve the equations from the inlet to the outlet of the pipeline. The developed models are validated against a single-phase model with mixture properties, and the results of comparative studies show close agreement. The new model predicts the volume fraction and velocity of each phase, as well as the mixture pressure and temperature profiles along the length of the pipeline. The results from the hydrate growth model reveal the growth rate and location where the initial hydrates start to form. Finally, to assess the impact of certain parameters on the flow characteristics, parametric studies have been conducted. The results show the effect of a variation in the pipe diameter, mass flow rate, inlet pressure, and inlet temperature on the flow characteristics and hydrate growth rates.
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Constant technology advances have caused data explosion in recent years. Accord- ingly modern statistical and machine learning methods must be adapted to deal with complex and heterogeneous data types. This phenomenon is particularly true for an- alyzing biological data. For example DNA sequence data can be viewed as categorical variables with each nucleotide taking four different categories. The gene expression data, depending on the quantitative technology, could be continuous numbers or counts. With the advancement of high-throughput technology, the abundance of such data becomes unprecedentedly rich. Therefore efficient statistical approaches are crucial in this big data era.
Previous statistical methods for big data often aim to find low dimensional struc- tures in the observed data. For example in a factor analysis model a latent Gaussian distributed multivariate vector is assumed. With this assumption a factor model produces a low rank estimation of the covariance of the observed variables. Another example is the latent Dirichlet allocation model for documents. The mixture pro- portions of topics, represented by a Dirichlet distributed variable, is assumed. This dissertation proposes several novel extensions to the previous statistical methods that are developed to address challenges in big data. Those novel methods are applied in multiple real world applications including construction of condition specific gene co-expression networks, estimating shared topics among newsgroups, analysis of pro- moter sequences, analysis of political-economics risk data and estimating population structure from genotype data.
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Extensive investigation has been conducted on network data, especially weighted network in the form of symmetric matrices with discrete count entries. Motivated by statistical inference on multi-view weighted network structure, this paper proposes a Poisson-Gamma latent factor model, not only separating view-shared and view-specific spaces but also achieving reduced dimensionality. A multiplicative gamma process shrinkage prior is implemented to avoid over parameterization and efficient full conditional conjugate posterior for Gibbs sampling is accomplished. By the accommodating of view-shared and view-specific parameters, flexible adaptability is provided according to the extents of similarity across view-specific space. Accuracy and efficiency are tested by simulated experiment. An application on real soccer network data is also proposed to illustrate the model.
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Bayesian methods offer a flexible and convenient probabilistic learning framework to extract interpretable knowledge from complex and structured data. Such methods can characterize dependencies among multiple levels of hidden variables and share statistical strength across heterogeneous sources. In the first part of this dissertation, we develop two dependent variational inference methods for full posterior approximation in non-conjugate Bayesian models through hierarchical mixture- and copula-based variational proposals, respectively. The proposed methods move beyond the widely used factorized approximation to the posterior and provide generic applicability to a broad class of probabilistic models with minimal model-specific derivations. In the second part of this dissertation, we design probabilistic graphical models to accommodate multimodal data, describe dynamical behaviors and account for task heterogeneity. In particular, the sparse latent factor model is able to reveal common low-dimensional structures from high-dimensional data. We demonstrate the effectiveness of the proposed statistical learning methods on both synthetic and real-world data.
Resumo:
Research into the dynamicity of job performance criteria has found evidence suggesting the presence of rank-order changes to job performance scores across time as well as intraindividual trajectories in job performance scores across time. These findings have influenced a large body of research into (a) the dynamicity of validities of individual differences predictors of job performance and (b) the relationship between individual differences predictors of job performance and intraindividual trajectories of job performance. In the present dissertation, I addressed these issues within the context of the Five Factor Model of personality. The Five Factor Model is arranged hierarchically, with five broad higher-order factors subsuming a number of more narrowly tailored personality facets. Research has debated the relative merits of broad versus narrow traits for predicting job performance, but the entire body of research has addressed the issue from a static perspective -- by examining the relative magnitude of validities of global factors versus their facets. While research along these lines has been enlightening, theoretical perspectives suggest that the validities of global factors versus their facets may differ in their stability across time. Thus, research is needed to not only compare the relative magnitude of validities of global factors versus their facets at a single point in time, but also to compare the relative stability of validities of global factors versus their facets across time. Also necessary to advance cumulative knowledge concerning intraindividual performance trajectories is research into broad vs. narrow traits for predicting such trajectories. In the present dissertation, I addressed these issues using a four-year longitudinal design. The results indicated that the validities of global conscientiousness were stable across time, while the validities of conscientiousness facets were more likely to fluctuate. However, the validities of emotional stability and extraversion facets were no more likely to fluctuate across time than those of the factors. Finally, while some personality factors and facets predicted performance intercepts (i.e., performance at the first measurement occasion), my results failed to indicate a significant effect of any personality variable on performance growth. Implications for research and practice are discussed.
Resumo:
The purpose of this study was twofold. The first was to further clarify and expand or understanding of the relationship between interpersonal conflict, incivility, and their roles as stressors in the stressor-strain relationship. The second goal was to examine how neuroticism, extraversion, agreeableness, conscientiousness, trait anger, and sphere specific locus of control moderate the stressor-strain relationship between task conflict, relationship conflict, incivility and workplace and health outcomes. The results suggest that extraversion, neuroticism, conscientiousness, agreeableness, trait anger, and locus of control play significant roles in how workplace aggression affects individuals. These findings suggest that occupations that experience a high level of workplace aggression should consider incorporating these personality traits into their selection system as a way of limiting or reducing the effects workplace aggression can have on individual health, wellbeing, and job outcomes.
Resumo:
Este trabajo presenta la reelaboración de un modelo de producción de textos escritos, publicado por el Grupo Didactext en 2003. Se sitúa en un marco sociocognitivo, lingüístico y didáctico, y está concebido desde la interacción de tres dimensiones simbolizadas por círculos concéntricos recurrentes. El primer círculo corresponde al ámbito cultural: las diversas esferas de la praxis humana en las que está inmersa toda actividad de composición escrita. El segundo se refiere a los contextos de producción, de los que forman parte el contexto social, el situacional, el físico, la audiencia y el medio de composición. El tercer círculo corresponde al individuo, en el que se tiene en cuenta el papel de la memoria en la producción de un texto desde el enfoque sociocultural, la motivación, las emociones y las estrategias cognitivas y metacognitivas, dentro de las cuales se conciben seis unidades funcionales que actúan en concurrencia: acceso al conocimiento, planificación, redacción, revisión y reescritura, edición, y presentación oral. La orientación didáctica se interesa por la enseñanza y el aprendizaje de la escritura académica en las aulas, así como por la investigación de la escritura en contextos de educación.
Resumo:
Bij de provincie Gelderland is per 01-01-2009 een reorganisatie doorgevoerd waarbij o.a. de ondersteunende disciplines zoals Financiën zijn samengevoegd binnen één centrale afdeling. Binnen de afdeling Financiën is een team ‘Business control’ gevormd waarin de Financieel adviseurs zijn ondergebracht. Daarbij is vanaf 2009, in verschillende termen en bewoordingen, steeds de ambitie uitgesproken om van de “Financieel expert” naar “Partner in business” te groeien. De ervaring tot dusver laat zien dat deze ambitie in de praktijk moeizaam te realiseren is. Dit onderzoek richt zich op verschillende facetten die samenhangen met bovengenoemde ambitie. Daarbij richt het onderzoek zich vooral op de vraag wat de invloed daarbij is van de persoonskenmerken van de medewerkers. De onderzoeksvraag is: Hoe beïnvloeden de persoonskenmerken de ontwikkeling naar “Partner in Business” bij het team Business control binnen de afdeling Financiën bij de provincie Gelderland? Uit het literatuuronderzoek blijkt dat New Public Management (NPM) een belangrijke externe ontwikkelingen is voor de publieke sector. NPM heeft als doel om publieke organisaties meer resultaatgericht, meer gecoördineerd en efficiënter te laten werken. Bij NPM gaat het o.a. om begrippen als resultaatgerichtheid, output en efficiency. Aangezien de controller het management adviseert bij het efficiënt realiseren van de organisatiedoelstellingen is NPM van invloed op de (rol van) de controller. Een verandering in de rol van de controller is ook het gevolg van de veranderingen in de financiële functie. Uit diverse onderzoeken blijkt dat de controllersfunctie zich ontwikkelt van een administratieve, ten behoeve van het top-management controlerende functie, naar een beslissingsondersteunende functie voor alle geledingen van het management. Conijn et al. (2005) beschrijven de ontwikkeling in de financiële functie aan de hand van een denkmodel met daarin vier fasen met de bijbehorende archetypes Scorekeeper, Financial controller, Managementcontroller en Businesspartner. Naast deze ontwikkelingen zijn ook persoonsgerelateerde factoren van invloed op de rol van een controller binnen een organisatie. Vanuit de organisatiepsychologie worden de persoonlijke eigenschappen van mensen dikwijls in vijf verschillende dimensies gevat, ook wel ‘the big five’ genoemd. Het big five factor model gaat ervan uit dat elk persoon in meer of mindere mate de volgende vijf persoonlijke dimensies heeft: Extraversie, Meegaandheid, Zorgvuldigheid, Openheid en Emotionele stabiliteit. De situatie bij de provincie Gelderland is onderzocht aan de hand van een enquête. De enquête is uitgezet bij de 28 Financieel adviseurs met 17 representatieve respondenten. Hieruit blijkt dat de Financieel adviseurs bij de provincie Gelderland voornamelijk activiteiten verrichten die horen bij de rol van Financial controller en in mindere mate die van respectievelijk Managementcontroller, Businesspartner en Scorekeeper. Daarbij beschikken de Managementcontrollers en de Businesspartners meer over de persoonskenmerken Extraversie, Openheid en Emotionele stabiliteit dan de Scorekeepers en Financial controllers. De Scorekeepers beschikken juist het minst over deze drie persoonskenmerken ten opzichte van de andere drie typen controllers. Voor wat betreft de persoonskenmerken Zorgvuldigheid en Meegaandheid laten de resultaten van de enquête geen eenduidig beeld zien in de relatie tot de typen controllers die de Financieel adviseurs vervullen. Op basis van dit onderzoek en met inachtneming van het aantal van 17 respondenten bij de enquête, lijkt er een relatie te zijn tussen de persoonskenmerken van controllers en de rol die zij als controller vervullen. De rol van Businesspartner vraagt blijkbaar om een hoge mate van Extraversie, Openheid en Emotionele stabiliteit. Voor de provincie Gelderland betekent dit concreet dat bij de gewenste ontwikkeling van Financieel expert naar Partner in business rekening gehouden moet worden met de persoonskenmerken van de Financieel adviseurs. Hierdoor kan er een goede aansluiting tot stand worden gebracht tussen de controller als persoon en zijn/haar controllersrol binnen de organisatie. Kortom; de juiste persoon op de juiste plaats.
Testing the psychometric properties of Kidscreen-27 with Irish children of low socio-economic status
Resumo:
Background
Kidscreen-27 was developed as part of a cross-cultural European Union-funded project to standardise the measurement of children’s health-related quality of life. Yet, research has reported mixed evidence for the hypothesised 5-factor model, and no confirmatory factor analysis (CFA) has been conducted on the instrument with children of low socio-economic status (SES) across Ireland (Northern and Republic).
Method
The data for this study were collected as part of a clustered randomised controlled trial. A total of 663 (347 male, 315 female) 8–9-year-old children (M = 8.74, SD = .50) of low SES took part. A 5- and modified 7-factor CFA models were specified using the maximum likelihood estimation. A nested Chi-square difference test was conducted to compare the fit of the models. Internal consistency and floor and ceiling effects were also examined.
Results
CFA found that the hypothesised 5-factor model was an unacceptable fit. However, the modified 7-factor model was supported. A nested Chi-square difference test confirmed that the fit of the 7-factor model was significantly better than that of the 5-factor model. Internal consistency was unacceptable for just one scale. Ceiling effects were present in all but one of the factors.
Conclusions
Future research should apply the 7-factor model with children of low socio-economic status. Such efforts would help monitor the health status of the population.
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Bien que le travail soit bénéfique et souhaité par une majorité de personnes aux prises avec un trouble mental grave (TMG), les études réalisées auprès de cette clientèle montrent des taux d’emploi d’environ 10 à 20%. Parmi les services visant le retour au travail, les programmes de soutien à l’emploi (PSE) se sont montrés les plus efficaces avec des taux de placement en emploi standard oscillant entre 50 et 60%, sans toutefois garantir le maintien en emploi. Plusieurs études ont tenté de cerner les déterminants de l’obtention et du maintien en emploi chez cette population sans toutefois s’intéresser à la personnalité, et ce, bien qu’elle soit reconnue depuis toujours comme un déterminant important du fonctionnement des individus. De plus, peu de questionnaires d’évaluation de la personnalité selon le modèle de la personnalité en cinq facteurs (FFM) ont été utilisés auprès d’une clientèle avec un TMG et ceux-ci ont montré des propriétés psychométriques ne respectant pas des normes reconnues et acceptées. Cette thèse porte sur les liens entre la personnalité et l’intégration au travail chez les personnes avec un TMG. La première partie vise la validation d’un outil de mesure de la personnalité selon le FFM afin de répondre aux objectifs de la deuxième partie de la thèse. À cet effet, deux échantillons ont été recrutés, soit 259 étudiants universitaires et 141 personnes avec un TMG. Des analyses factorielles confirmatoires ont mené au développement d’un nouveau questionnaire à 15 items (NEO-15) dont les indices d’ajustement, de cohérence interne et de validité convergente respectent les normes établies, ce qui en fait un questionnaire bien adapté à la mesure de la personnalité normale dans des contextes où le temps d’évaluation est limité. La deuxième partie présente les résultats d’une étude réalisée auprès de 82 personnes aux prises avec un TMG inscrites dans un PSE et visant à identifier les facteurs d’obtention et de maintien en emploi chez cette clientèle, particulièrement en ce qui concerne la contribution des éléments normaux et pathologiques de la personnalité. Les résultats de régressions logistiques et de régressions de Cox (analyses de survie) ont démontré que l’historique d’emploi, les symptômes négatifs et le niveau de pathologie de la personnalité étaient prédictifs de l’obtention d’un emploi standard et du délai avant l’obtention d’un tel emploi. Une autre série de régressions de Cox a pour sa part démontré que l’esprit consciencieux était le seul prédicteur significatif du maintien en emploi. Malgré certaines limites, particulièrement des tailles d’échantillons restreintes, ces résultats démontrent la pertinence et l’importance de tenir compte des éléments normaux et pathologiques de la personnalité dans le cadre d’études portant sur l’intégration au travail de personnes avec un TMG. De plus, cette thèse a permis de démontrer l’adéquation d’un nouvel instrument de mesure de la personnalité auprès de cette clientèle. Des avenues futures concernant la réintégration professionnelle et le traitement des personnes avec un TMG sont discutées à la lumière de ces résultats.
Resumo:
Introdução: A lateralidade é a diferença na capacidade de controlo entre os dois lados do corpo. Os métodos utilizados para avaliar a lateralidade manual incluem a observação efetiva do uso do membro dominante ou a aplicação de inventários respondidos pelo próprio indivíduo avaliado. O Inventário de Lateralidade de Edinburgh (EHI) é o instrumento mais utilizado para avaliar a lateralidade manual. Apesar do seu uso amplo, em Portugal não existem estudos que avaliem a sua validade e fidedignidade. Objetivos: Estudar as propriedades psicométricas do Inventário de Lateralidade de Edinburgh numa amostra da população portuguesa. Métodos: A amostra é constituída por 290 pessoas (135 homens e 155 mulheres), com idades compreendidas entre os 18 e os 65 anos. Todos os participantes preencheram uma declaração de consentimento informado e uma bateria de testes neuropsicológicos Resultados: A média no EHI foi de 62,36 (DP = 38,00). Os resultados demonstraram que das seis variáveis sociodemográficas (idade, sexo, escolaridade, zona de residência, regiões e profissão) três apresentaram ter influência significativa nas pontuações do EHI: idade, zona de residência e regiões. A confiabilidade e a estabilidade temporal do EHI apresentaram resultados adequados. A análise fatorial confirmatória mostrou que o modelo não é melhor explicado por um fator. Para dois fatores o modelo continua a não ser adequado. Conclusão: Apesar de termos obtido uma boa consistência interna não nos é possível considerar este teste como o mais adequado para medir o constructo da lateralidade. / Introduction: The handedness is the difference in the control capacity between the two sides of the body. The methods used to evaluate the manual handedness include the effective observation of the use of dominant member or application of inventories answered by the person assessed. The Edinburgh Handedness Inventory (EHI) is the most used to evaluate manual handedness. Even though being widely used, in Portugal there are no studies that measure its validity and reliability. Objective: To study the psychometric properties of Edinburgh Handedness Inventory in a Portuguese sample. Methods: The sample consists of 290 people (135 men and 155 women), aged between 18 and 65 years. All participants filled an informed consent form and a battery of neuropsychological tests. Results: The average in EHI was 62.36 (SD = 38.00). The results showed that 3 of 6 sociodemographic variables showed significant influence in EHI scores. The reliability and temporal stability of EHI were adequate. Confirmatory factor analysis showed that the model is not better explained by one factor. A two-factor model was not also suitable. Conclusion: Even though we got a good internal consistency we cannot consider this test as the most appropriate for measuring the handedness construct.