Multiple imputation for missing continuous and dichotomous data: The effects of patterns of missingness and variable correlations on type I error with small samples

The purpose of this study is to investigate the effects of predictor variable correlations and patterns of missingness with dichotomous and/or continuous data in small samples when missing data is multiply imputed. Missing data of predictor variables is multiply imputed under three different multivariate models: the multivariate normal model for continuous data, the multinomial model for dichotomous data and the general location model for mixed dichotomous and continuous data. Subsequent to the multiple imputation process, Type I error rates of the regression coefficients obtained with logistic regression analysis are estimated under various conditions of correlation structure, sample size, type of data and patterns of missing data. The distributional properties of average mean, variance and correlations among the predictor variables are assessed after the multiple imputation process. ^ For continuous predictor data under the multivariate normal model, Type I error rates are generally within the nominal values with samples of size n = 100. Smaller samples of size n = 50 resulted in more conservative estimates (i.e., lower than the nominal value). Correlation and variance estimates of the original data are retained after multiple imputation with less than 50% missing continuous predictor data. For dichotomous predictor data under the multinomial model, Type I error rates are generally conservative, which in part is due to the sparseness of the data. The correlation structure for the predictor variables is not well retained on multiply-imputed data from small samples with more than 50% missing data with this model. For mixed continuous and dichotomous predictor data, the results are similar to those found under the multivariate normal model for continuous data and under the multinomial model for dichotomous data. With all data types, a fully-observed variable included with variables subject to missingness in the multiple imputation process and subsequent statistical analysis provided liberal (larger than nominal values) Type I error rates under a specific pattern of missing data. It is suggested that future studies focus on the effects of multiple imputation in multivariate settings with more realistic data characteristics and a variety of multivariate analyses, assessing both Type I error and power. ^

Identification des motivations pour le jeu vidéo: Revue des typologies des joueurs

Les jeux vidéo, bien que souvent associés au divertissement, sont de plus en plus utilisés à des fins pratiques en raison de leurs aptitudes à soutenir la motivation intrinsèque des joueurs. Afin de bien répondre aux préférences des joueurs, il devient important de comprendre quels facteurs permettent de soutenir ce type de motivation. Malgré la vaste littérature sur le sujet, aucune étude n’a avancé un modèle des motivations pour les jeux vidéo accepté de façon unanime. D’une part, plusieurs modèles fréquemment recensés dans les écrits ne sont supportés par aucune étude empirique. D’une autre part, les modèles ayant reçu un appui empirique sont souvent spécifiques à un type de jeu, ou divergent les uns des autres en raison d’une interprétation restreinte des analyses factorielles. Par conséquent, la présente étude cherche à proposer un modèle des motivations pour les jeux vidéo unifiant les différents modèles présents dans les écrits. Un questionnaire portant sur les comportements et les préférences des joueurs a été développé afin de tester la validité d’un modèle théorique récent des motivations pour les jeux vidéo et d’explorer les motivations des joueurs dans la population générale. Cent cinquante-six participants (41 Femmes; Mage = 25.95) ont complétés le questionnaire dans le cadre d’une expérience portant sur les jeux vidéo ou en ligne. Une analyse factorielle confirmatoire n’a pas permis de confirmer la structure du modèle théorique étudié. Plutôt, une analyse en composantes principales exploratoire a révélé la présence de sept composantes. Enfin, sept facteurs récurrents à travers les modèles supportés empiriquement ont été identifiés : la socialisation, la compétition, l’accomplissement, l’immersion, l’échappement, l’autonomie, et l’auto-actualisation. Ce modèle propose une base sur laquelle les études futures pourront bâtir, ainsi qu’un modèle préliminaire pouvant contribuer au développement de jeux favorisant la motivation intrinsèque des joueurs.

Violence communautaire et problèmes associés chez les enfants et les adolescents québécois

La présente thèse a pour objectif d’approfondir l’étude des liens existant entre le fait d’être victime ou témoin de violence communautaire et différents problèmes psychologiques et d’adaptation sociale, s’exprimant sous forme de colère et de symptômes dépressifs, anxieux et d’état de stress post-traumatique (ÉSPT) chez 797 enfants et 1400 adolescents québécois âgés entre 6 et 17 ans. Un premier volet de l’étude permet de documenter le phénomène de la violence communautaire vécue par les enfants et les adolescents. Cette étude contribue d’une part à l’opérationnalisation et à la mesure de ce type de violence, et fournit un portrait statistique de cette forme de violence d’autre part. Les analyses factorielles et de cohérence interne réalisées sur le Juvenile Victimization Questionnaire (Hamby & Finkelhor, 2004) ont permis de faire ressortir trois composantes à la violence communautaire, soit les composantes de violence physique, violence sexuelle et de climat de violence. Un portrait détaillé de cette violence, incluant les prévalences annuelles de diverses manifestations de violence communautaire selon l’âge et le sexe, a également été réalisé. Le deuxième volet de cette étude permet d’évaluer les différences entre les adolescents présentant un vécu de violence communautaire de nature physique, et ceux n’ayant pas vécu de telles expériences sur la colère et les symptômes d’ÉSPT et dépressifs rapportés, en considérant plusieurs variables contextuelles à cette violence. Ce volet s’intéresse plus particulièrement aux adolescents plutôt qu’aux enfants et à la violence communautaire de nature physique en raison des prévalences plus importantes observées. Les résultats d’analyses de variance multivariée réalisées auprès de l’échantillon adolescent montrent que le fait d’être victime, la diversité des manifestations de violence rapportées et l’identité de l’agresseur auraient une incidence importante sur les symptômes psychologiques rapportés, et ce, particulièrement pour la colère. Ces deux études confirment la présence de violence communautaire dans une population qui n’est pas considérée comme à haut risque de violence et précise sous quelles formes cette violence se manifeste en contexte québécois. La présente thèse souligne l’importance de tenir compte du contexte entourant la violence communautaire pour mieux comprendre les difficultés psychologiques qui lui sont associées.

Seasonal occurrence and distribution of Bryde's whales in the Hauraki Gulf, New Zealand

The Hauraki Gulf is a large, shallow embayment located north of Auckland City (36°51′S, 174°46′E), New Zealand. Bryde's whales (Balaenoptera edeni) are the most frequently observed balaenopterid in these waters. To assess the use of the Hauraki Gulf for this species, we examined the occurrence and distribution in relation to environmental parameters. Data were collected from a platform of opportunity during 674 daily surveys between March 2003 and February 2006. A total of 760 observations of Bryde's whales were recorded throughout the study period during 371 surveys. The number of Bryde's whales sighted/day was highest in winter, coinciding with the coolest median sea-surface temperature (14.6°C). Bryde's whales were recorded throughout the Hauraki Gulf in water depths ranging from 12.1–59.8 m (mean = 42.3, SD = 5.1). Cow–calf pairs were most frequently observed during the austral autumn in water depths of 29.9–53.9 m (mean = 40.8, SD = 5.2). Data from this study suggest Bryde's whales in the Hauraki Gulf exhibit a mix of both “inshore” and “offshore” characteristics from the Bryde's whales examined off the coast of South Africa. Based on complete mitochondrial DNA sequences, Sasaki et al. (2006) recognized two sister species of Bryde's whales: Balaenoptera brydei and B. edeni, with the latter including small-type, more coastal Bryde's whales from Japan, Hong Kong, and Australia. Their samples and samples in previous analyses of small-type whales, all originated from eastern and southeastern Asia. These authors did not include the forms of Bryde's whales that occur in other regions, e.g., in the Pacific off Peru (Valdivia et al. 1981), in the Atlantic off Brazil (Best 1977) and in the western Indian Ocean off South Africa (Best 1977). Recent genetic analysis using mtDNA from the “inshore” and “offshore” forms from South Africa confirms the offshore form is B. brydei, and establishes that the inshore form is more closely related to B. brydei than to B. edeni (Penry 2010). These different forms do vary considerably in their habitat use and ecology (refer to Table 1 for a detailed comparison between the South African inshore and offshore forms, as described by Best (1967, 1977) and the Bryde's whales from New Zealand (Wiseman 2008). Recent genetic analysis on the Bryde's whales in the Hauraki Gulf suggests they are B. brydei (Wiseman 2008). However, pending resolution of the uncertainty within and between species of this genus, we follow the Society of Marine Mammal's committee on taxonomy, who state that B. edeni applies to all Bryde's whales.

Early stopping by using stochastic curtailment in a three-arm sequential trial

Summary. Interim analysis is important in a large clinical trial for ethical and cost considerations. Sometimes, an interim analysis needs to be performed at an earlier than planned time point. In that case, methods using stochastic curtailment are useful in examining the data for early stopping while controlling the inflation of type I and type II errors. We consider a three-arm randomized study of treatments to reduce perioperative blood loss following major surgery. Owing to slow accrual, an unplanned interim analysis was required by the study team to determine whether the study should be continued. We distinguish two different cases: when all treatments are under direct comparison and when one of the treatments is a control. We used simulations to study the operating characteristics of five different stochastic curtailment methods. We also considered the influence of timing of the interim analyses on the type I error and power of the test. We found that the type I error and power between the different methods can be quite different. The analysis for the perioperative blood loss trial was carried out at approximately a quarter of the planned sample size. We found that there is little evidence that the active treatments are better than a placebo and recommended closure of the trial.

Vaggvisor i Kvevlax : Språkliga strukturer och konstruktioner

Lullabies in Kvevlax. Linguistic structures and constructions. The study is a linguistic analysis of constructions that shape the texts used in lullabies in Kvevlax in Ostrobothnia in Finland. The empirical goal is to identify linguistic constructions in traditional lullabies that make use of the dialect of the region. The theoretical goal was to test the usability of Construction Grammar (CxG) in analyses of this type of material, and to further develop the formal description of Construction Grammar in such a way as to make it possible to analyze all kinds of linguistically complex texts. The material that I collected in the 1960s comprises approximately 600 lullabies and concomitant interviews with the singers on the use of lullabies. In 1991 I collected additional material in Kvevlax. The number of informants is close to 250. Supplementary material covering the Swedish-language regions in Finland was compiled from the archives of the Society of Swedish Literature in Finland. The first part of the study is mainly based on traditional grammar and gives general information about the language and the structures used in the lullabies. In the detailed study of the Kvevlax lullabies in the latter part of the study I use a version of Construction Grammar intended for the linguistic analysis of usage-based texts. The analysis focuses on the most salient constructions in the lullabies. The study shows that Construction Grammar as a method has more general applicability than traditional linguistic methods. The study identifies important constructions, including elements typical of this genre, that structure the text in different variants of the same lullabies. In addition, CxG made it possible to study pragmatic aspects of the interactional, cultural and contextual language that is used in communication with small children. The constructions found in lullabies are also used in language in general. In addition to being able to give detailed linguistic descriptions of the texts, Construction Grammar can also explain the multidimensionality of language and the variations in the texts. The use of CxG made it possible to show that variations are not random but follow prototypical linguistic patterns, constructions. Constructions are thus found to be linguistic resources with built-in variation potentials.

Las estrategias de especialización inteligente: una estrategia territorial para las regiones

[ES] A pesar de que existe un amplio reconocimiento de que los territorios necesitan desarrollar estrategias de innovación para la construcción de ventajas competitivas, hasta ahora no han sido explicitados el contenido y las particularidades del término estrategia aplicado al ámbito territorial, por lo que se ha utilizado frecuentemente con significados ambiguos.

I. Foehn winds of southern California. II. Foehn wind cyclo-genesis. III. Weather conditions associated with the Akron disaster. IV. The Los Angeles storm of December 30, 1933 to January 1, 1934

I. Foehn winds of southern California.
An investigation of the hot, dry and dust laden winds occurring in the late fall and early winter in the Los Angeles Basin and attributed in the past to the influences of the desert regions to the north revealed that these currents were of a foehn nature. Their properties were found to be entirely due to dynamical heating produced in the descent from the high level areas in the interior to the lower Los Angeles Basin. Any dust associated with the phenomenon was found to be acquired from the Los Angeles area rather than transported from the desert. It was found that the frequency of occurrence of a mild type foehn of this nature during this season was sufficient to warrant its classification as a winter monsoon. This results from the topography of the Los Angeles region which allows an easy entrance to the air from the interior by virtue of the low level mountain passes north of the area. This monsoon provides the mild winter climate of southern California since temperatures associated with the foehn currents are far higher than those experienced when maritime air from the adjacent Pacific Ocean occupies the region.

II. Foehn wind cyclo-genesis.
Intense anticyclones frequently build up over the high level regions of the Great Basin and Columbia Plateau which lie between the Sierra Nevada and Cascade Mountains to the west and the Rocky Mountains to the east. The outflow from these anticyclones produce extensive foehns east of the Rockies in the comparatively low level areas of the middle west and the Canadian provinces of Alberta and Saskatchewan. Normally at this season of the year very cold polar continental air masses are present over this territory and with the occurrence of these foehns marked discontinuity surfaces arise between the warm foehn current, which is obliged to slide over a colder mass, and the Pc air to the east. Cyclones are easily produced from this phenomenon and take the form of unstable waves which propagate along the discontinuity surface between the two dissimilar masses. A continual series of such cyclones was found to occur as long as the Great Basin anticyclone is maintained with undiminished intensity.

III. Weather conditions associated with the Akron disaster.
This situation illustrates the speedy development and propagation of young disturbances in the eastern United States during the spring of the year under the influence of the conditionally unstable tropical maritime air masses which characterise the region. It also furnishes an excellent example of the superiority of air mass and frontal methods of weather prediction for aircraft operation over the older methods based upon pressure distribution.

IV. The Los Angeles storm of December 30, 1933 to January 1, 1934.
This discussion points out some of the fundamental interactions occurring between air masses of the North Pacific Ocean in connection with Pacific Coast storms and the value of topographic and aerological considerations in predicting them. Estimates of rainfall intensity and duration from analyses of this type may be made and would prove very valuable in the Los Angeles area in connection with flood control problems.

Copépodes pélagiques du plateau ivoirien. Utilisation de I'analyse des correspondances dans l'étude des variations saisonnières

Several 'analyses factorielles des correspondences' were used with the numerical data of planktonic copepods issued from a 1 year sampling programme at different stations of the Ivorian shelf. The main results were the following: (1) 'Ecological seasons' approximately corresponding to hydrological seasons may be defined for planktonic populations. (2) Each 'season' is characterized by one group of species, whose maximum abundance occurs in this period. (3) The same definition of ecological season is obtained whether all species present are used or whether only the most important ones are used. (4) The first principal axes may be interpreted as temperature and salinity or as the station's distance from shore.

Faithful Translations between Polyvariant Flows and Polymorphic Types

Recent work has shown equivalences between various type systems and flow logics. Ideally, the translations upon which such equivalences are based should be faithful in the sense that information is not lost in round-trip translations from flows to types and back or from types to flows and back. Building on the work of Nielson & Nielson and of Palsberg & Pavlopoulou, we present the first faithful translations between a class of finitary polyvariant flow analyses and a type system supporting polymorphism in the form of intersection and union types. Additionally, our flow/type correspondence solves several open problems posed by Palsberg & Pavlopoulou: (1) it expresses call-string based polyvariance (such as k-CFA) as well as argument based polyvariance; (2) it enjoys a subject reduction property for flows as well as for types; and (3) it supports a flow-oriented perspective rather than a type-oriented one.

Protocolized versus non-protocolized weaning for reducing the duration of mechanical ventilation in critically ill adult patients (Review)

BACKGROUND: Reducing weaning time is desirable in minimizing potential complications from mechanical ventilation. Standardized weaning protocols are purported to reduce time spent on mechanical ventilation. However, evidence supporting their use in clinical practice is inconsistent.

OBJECTIVES: To assess the effects of protocolized weaning from mechanical ventilation on the total duration of mechanical ventilation for critically ill adults; ascertain differences between protocolized and non-protocolized weaning in terms of mortality, adverse events, quality of life, weaning duration, intensive care unit (ICU) and hospital length of stay (LOS); and explore variation in outcomes by type of ICU, type of protocol and approach to delivering the protocol.

SEARCH STRATEGY: We searched the Cochrane Central Register of Controlled Trials (The Cochrane Library Issue 1, 2010), MEDLINE (1950 to 2010), EMBASE (1988 to 2010), CINAHL (1937 to 2010), LILACS (1982 to 2010), ISI Web of Science and ISI Conference Proceedings (1970 to 2010), Cambridge Scientific Abstracts (inception to 2010) and reference lists of articles. We did not apply language restrictions.

SELECTION CRITERIA: We included randomized and quasi-randomized controlled trials of protocolized weaning versus non-protocolized weaning from mechanical ventilation in critically ill adults.

DATA COLLECTION AND ANALYSIS: Three authors independently assessed trial quality and extracted data. A priori subgroup and sensitivity analyses were performed. We contacted study authors for additional information.

MAIN RESULTS: Eleven trials that included 1971 patients met the inclusion criteria. The total duration of mechanical ventilation geometric mean in the protocolized weaning group was on average reduced by 25% compared with the usual care group (N = 10 trials, 95% CI 9% to 39%, P = 0.006); weaning duration was reduced by 78% (N = 6 trials, 95% CI 31% to 93%, P = 0.009); and ICU LOS by 10% (N = 8 trials, 95% CI 2% to 19%, P = 0.02). There was significant heterogeneity among studies for total duration of mechanical ventilation (I(2) = 76%, P <0.01) and weaning duration (I(2) = 97%, P <0.01), which could not be explained by subgroup analyses based on type of unit or type of approach.

AUTHORS' CONCLUSIONS: There is some evidence of a reduction in the duration of mechanical ventilation, weaning duration and ICU LOS with use of standardized protocols, but there is significant heterogeneity among studies and an insufficient number of studies to investigate the source of this heterogeneity. Although some study authors suggest that organizational context may influence outcomes, these factors were not considered in all included studies and therefore could not be evaluated.

Protocolized versus non-protocolized weaning for reducing the duration of mechanical ventilation in critically ill adult patients

Background: This is an update of a review last published in Issue 5, 2010, of The Cochrane Library. Reducing weaning time is desirable in minimizing potential complications from mechanical ventilation. Standardized weaning protocols are purported to reduce time spent on mechanical ventilation. However, evidence supporting their use in clinical practice is inconsistent. Objectives: The first objective of this review was to compare the total duration of mechanical ventilation of critically ill adults who were weaned using protocols versus usual (non-protocolized) practice.The second objective was to ascertain differences between protocolized and non-protocolized weaning in outcomes measuring weaning duration, harm (adverse events) and resource use (intensive care unit (ICU) and hospital length of stay, cost).The third objective was to explore, using subgroup analyses, variations in outcomes by type of ICU, type of protocol and approach to delivering the protocol (professional-led or computer-driven). Search methods: We searched the Cochrane Central Register of Controlled Trials (CENTRAL) (The Cochrane Library Issue 1, 2014), MEDLINE (1950 to January 2014), EMBASE (1988 to January 2014), CINAHL (1937 to January 2014), LILACS (1982 to January 2014), ISI Web of Science and ISI Conference Proceedings (1970 to February 2014), and reference lists of articles. We did not apply language restrictions. The original search was performed in January 2010 and updated in January 2014.Selection criteriaWe included randomized controlled trials (RCTs) and quasi-RCTs of protocolized weaning versus non-protocolized weaning from mechanical ventilation in critically ill adults. Data collection and analysis: Two authors independently assessed trial quality and extracted data. We performed a priori subgroup and sensitivity analyses. We contacted study authors for additional information. Main results: We included 17 trials (with 2434 patients) in this updated review. The original review included 11 trials. The total geometric mean duration of mechanical ventilation in the protocolized weaning group was on average reduced by 26% compared with the usual care group (N = 14 trials, 95% confidence interval (CI) 13% to 37%, P = 0.0002). Reductions were most likely to occur in medical, surgical and mixed ICUs, but not in neurosurgical ICUs. Weaning duration was reduced by 70% (N = 8 trials, 95% CI 27% to 88%, P = 0.009); and ICU length of stay by 11% (N = 9 trials, 95% CI 3% to 19%, P = 0.01). There was significant heterogeneity among studies for total duration of mechanical ventilation (I2 = 67%, P < 0.0001) and weaning duration (I2 = 97%, P < 0.00001), which could not be explained by subgroup analyses based on type of unit or type of approach. Authors' conclusions: There is evidence of reduced duration of mechanical ventilation, weaning duration and ICU length of stay with use of standardized weaning protocols. Reductions are most likely to occur in medical, surgical and mixed ICUs, but not in neurosurgical ICUs. However, significant heterogeneity among studies indicates caution in generalizing results. Some study authors suggest that organizational context may influence outcomes, however these factors were not considered in all included studies and could not be evaluated. Future trials should consider an evaluation of the process of intervention delivery to distinguish between intervention and implementation effects. There is an important need for further development and research in the neurosurgical population.

Évolution de l'identité professionnelle d'étudiantes de niveaux collégial et universitaire dans le contexte de la réalisation d'un stage en milieu de garde québécois ou international

La présente étude a comme objectif d'évaluer l'impact du stage pratique comme situation d'apprentissage dans le développement de l'identité professionnelle. Le cadre conceptuel fait référence à une perspective interactionniste où transige une dialectique entre le sujet et le monde de la socialisation professionnelle: donc, d'une identité négociée en fonction des valeurs du milieu d'éducation et des intérêts de l'individu. Des mesures de ce construit sont prises en compte avant et après la réalisation du stage, puis sont comparées au construit collectif associé aux milieux de stage. Le choix méthodologique s'est porté vers la méthode Q qui s'avère une approche compatible avec l'étude des systèmes de valeurs des individus (Stephenson, 1953). Ainsi, la technique du Q-Sort consiste en une priorisation impliquant un tri d'énoncés de nature qualitative. Le traitement statistique permet ensuite d'examiner l'interrelation d'attitudes individuelles privilégiées par un groupe de répondants. L'échantillon se compose de stagiaires en milieux de garde du collégial (n= ll), de niveau universitaire (n=12) et d'éducatrices (n=81 ) provenant du Québec, de la France, de la Belgique et du Mali. Le Q-sort se compose de 79 énoncés distribués selon une répartition quasi-normale à choix forcés dans sept catégories. L'analyse statistique porte sur les matrices inversées de données afin d'évaluer le degré de rapprochement entre les individus dans la priorisation des valeurs en se basant sur les corrélations et les analyses factorielles. Les résultats mettent en évidence le degré de rapprochement entre les systèmes de valeurs des éducatrices québécoises et ceux des intervenants des autres pays. Quant à l'impact du stage sur les étudiantes, celui-ci se traduit par un éloignement, un rapprochement ou un maintien aux valeurs des éducatrices des milieux de garde. L'étude démontre qu'il s'avère possible d'évaluer l'impact de la formation pratique sur les valeurs liées à l'identité professionnelle tant sur le plan qualitatif que quantitatif.

Du bien-être psychologique au travail : fondements théoriques, conceptualisation et instrumentation du construit

Malgré la préoccupation croissante des chercheurs et praticiens pour la santé psychologique au travail, le concept de bien-être vécu au travail est encore mal compris de la communauté scientifique. En effet, peu d’efforts ont été consacrés à ce jour pour développer des connaissances sur le bien-être psychologique au travail arrimées à la réalité des employés. Cette thèse a donc pour objectif de développer une conceptualisation du bien-être psychologique au travail et une instrumentation psychométriquement fiable lui étant rattachée. Pour ce faire, deux études ont été réalisées. La première, de nature qualitative et exploratoire, fut menée auprès de 20 travailleurs canadiens francophones afin de répertorier, à partir d’incidents critiques vécus par ceux-ci, des manifestations de bien-être psychologique au travail. Celles-ci ont pu être classifiées selon un modèle en 2 axes, soit la sphère de référence dans laquelle le bien-être psychologique au travail se vit et la directionnalité selon laquelle il se développe. Ce modèle a ensuite été comparé aux conceptualisations génériques du bien-être psychologique existantes, et cette analyse a permis d’étayer la validité convergente et divergente du modèle. Dans un deuxième temps, l’Indice de bien-être psychologique au travail (IBEPT) a été créé sur la base des manifestations relevées lors de l’étude qualitative, afin d’en assurer la validité de contenu. Une version expérimentale de l’instrument a ensuite été soumise à une expérimentation auprès de 1080 travailleurs québécois. Les analyses factorielles exploratoires révèlent une structure interne en 25 items reflétant 5 dimensions, représentant elles-mêmes un construit de second ordre. La validité de construit de cette conceptualisation a ensuite été étudiée par l’analyse des intercorrélations avec une série de mesures du bien-être et de la détresse psychologique génériques. Les résultats appuient la validité convergente de l’instrument, et démontrent également sa validité divergente. Enfin, l’instrument affiche une cohérence interne satisfaisante. Au terme de cette recherche doctorale, les résultats des deux études sont interprétés en fonction de l’état actuel des connaissances sur le bien-être psychologique, les limites des études sont énoncées, et des pistes de recherche future sont avancées.

Étude de la relation entre l’engagement organisationnel et la détresse psychologique chez les travailleurs et les travailleuses

Le concept multidimensionnel de l’engagement organisationnel s’avère prépondérant dans les organisations de par son impact positif sur la santé mentale des travailleurs. D’ailleurs, plusieurs chercheurs montrent clairement l’existence d’un lien significatif entre l’engagement organisationnel et la santé mentale au travail. Toutefois, on remarque que les recherches à ce jour, se contredisent pour ce qui est du sens de la relation entre l’engagement organisationnel et les problèmes de santé mentale, dont la détresse psychologique. L’objectif principal de ce mémoire consiste à vérifier (a) le sens de la relation entre le construit multidimensionnel de l’engagement organisationnel et la détresse psychologique chez les travailleurs et les travailleuses, ainsi que (b) l’effet modérateur du genre sur la relation entre l’engagement organisationnel et la détresse psychologique. Les résultats ont été obtenus à partir d’une population d’étude composée de deux-cent-soixante-et-un répondants provenant d’une Société d’Assurance Canadienne. Les analyses factorielles ont démontré que l’engagement organisationnel est composé de quatre facteurs (affective, normative, continue et résignée). Les résultats obtenus révèlent donc quatre formes d’engagement organisationnel. Les analyses de régressions multiples stipulent que la composante affective et continue de l’engagement organisationnel s’avère significativement reliée de façon négative à la détresse psychologique. Autrement dit, les employés engagés de façon affective et continue au travail, risquent moins de souffrir de détresse psychologique. Par ailleurs, la composante résignée se montre significativement reliée, mais de façon positive à la détresse psychologique. Donc, un travailleur engagé de façon résignée au travail, augmente ses probabilités de souffrir de détresse psychologique. Cependant, l’engagement normatif n’est pas significativement associé à la détresse psychologique. Enfin, le genre exerce un effet modérateur sur seulement une composante de l’engagement organisationnel, soit l’affective. Les retombées de ces résultats sont discutées.