29 research outputs found

    Burnout and Its Antecedents:Considering Both Work and Household Time Claims, and Flexibility in Relation to Burnout

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    This study contributes to the previous literature by examining how flexible work arrangements interact with work and family time claims to affect burnout. It does so by providing a theoretical framework and empirical test of the interaction of flexibility with the effect of work and family time claims on burnout. Hypotheses and predictions based on previous literature are tested by Ordinary Least Squared regression models using data from the Time Competition Survey, constituting a sample of 1,058 employees of 89 function groups within 30 organizations. We found no main effects of work and family time claims or flexible work arrangements on burnout. However, the results do show an interaction of flexible working hours with the effect of work and family time claims on burnout. Specifically, the higher an individual's work and family time claims, the more this person benefits from having flexible working hours. In general, the results support the proposition that the relationship between work and family time claims and burnout differs for individuals with different levels of flexible work arrangements.</p

    Refugees’ Transition from Welfare to Work: A Quasi-Experimental Approach of the Impact of the Neighbourhood Context

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    This study analyses the impact of the neighbourhood context on the likelihood that refugees move from social assistance to paid employment. It makes use of Dutch policy that resulted in an exogenous placement of refugees in their first regular housing. This natural quasi-experiment allows us to estimate intent-to-treat effects of initial neighbourhood characteristics on the likelihood of transitioning from welfare to work. We consider the impact of the employment share and the median level of income among natives and co-ethnics, using Dutch longitudinal administrative data and discrete time event-history modelling. Our findings indicate that refugees are more likely to enter the labour market when the neighbourhood’s employment share among natives is higher. A similar effect for employment among co-ethnics is not found. There is also no evidence that the placement of refugees in an area with a higher median income among co-ethnics or natives facilitates the transition from welfare to work

    Google Goes Cancer: Improving Outcome Prediction for Cancer Patients by Network-Based Ranking of Marker Genes

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    Predicting the clinical outcome of cancer patients based on the expression of marker genes in their tumors has received increasing interest in the past decade. Accurate predictors of outcome and response to therapy could be used to personalize and thereby improve therapy. However, state of the art methods used so far often found marker genes with limited prediction accuracy, limited reproducibility, and unclear biological relevance. To address this problem, we developed a novel computational approach to identify genes prognostic for outcome that couples gene expression measurements from primary tumor samples with a network of known relationships between the genes. Our approach ranks genes according to their prognostic relevance using both expression and network information in a manner similar to Google's PageRank. We applied this method to gene expression profiles which we obtained from 30 patients with pancreatic cancer, and identified seven candidate marker genes prognostic for outcome. Compared to genes found with state of the art methods, such as Pearson correlation of gene expression with survival time, we improve the prediction accuracy by up to 7%. Accuracies were assessed using support vector machine classifiers and Monte Carlo cross-validation. We then validated the prognostic value of our seven candidate markers using immunohistochemistry on an independent set of 412 pancreatic cancer samples. Notably, signatures derived from our candidate markers were independently predictive of outcome and superior to established clinical prognostic factors such as grade, tumor size, and nodal status. As the amount of genomic data of individual tumors grows rapidly, our algorithm meets the need for powerful computational approaches that are key to exploit these data for personalized cancer therapies in clinical practice

    Polymorphism analysis of the CTLA-4 gene in paracoccidioidomycosis patients

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    The CTLA-4 protein is expressed in activated T cells and plays an essential role in the immune response through its regulatory effect on T cell activation. Polymorphisms of the CTLA-4 gene have been correlated with autoimmune, neoplastic and infectious illnesses. This work aimed to verify possible associations between single nucleotide polymorphisms (SNPs) in CTLA-4, -318C/T in the promoter and +49A/G in exon 1 and paracoccidioidomycosis (PCM) caused by Paracoccidioides brasiliensis. For this purpose, 66 chronic form PCM patients and 76 healthy controls had their allele, genotype and haplotype frequencies determined. The genetic admixture structure of the patients and controls was evaluated to eliminate ancestral bias. The comparison of frequencies indicated no significant differences between patients and controls that could link the SNPs to PCM. Groups were admixture matched with no difference observed in population ancestry inference, indicating that the absence of association between CTLA-4 polymorphisms and PCM could not be attributed to ancestral bias. This study showed that there was no association between the CTLA-4 SNPs -318 and +49 and the resistance or susceptibility to PCM

    The Beaker phenomenon and the genomic transformation of northwest Europe

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    From around 2750 to 2500 bc, Bell Beaker pottery became widespread across western and central Europe, before it disappeared between 2200 and 1800 bc. The forces that propelled its expansion are a matter of long-standing debate, and there is support for both cultural diffusion and migration having a role in this process. Here we present genome-wide data from 400 Neolithic, Copper Age and Bronze Age Europeans, including 226 individuals associated with Beaker-complex artefacts. We detected limited genetic affinity between Beaker-complex-associated individuals from Iberia and central Europe, and thus exclude migration as an important mechanism of spread between these two regions. However, migration had a key role in the further dissemination of the Beaker complex. We document this phenomenon most clearly in Britain, where the spread of the Beaker complex introduced high levels of steppe-related ancestry and was associated with the replacement of approximately 90% of Britain’s gene pool within a few hundred years, continuing the east-to-west expansion that had brought steppe-related ancestry into central and northern Europe over the previous centuries

    The reproduction of benefit receipt: Disentangling the intergenerational transmission

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    Adult children of benefit recipients are more likely to also receive benefits themselves. This may be a spurious effect, resulting from similarities between parents and children, but it is also possible that parental benefit receipt generates more benefit recipiency among their offspring. Such a non-spurious effect may be due to children's educational attainment, information, beliefs, and norms about welfare or work. We analyse longitudinal administrative data on benefit receipt among parents and children in the Netherlands. We approach causality through the timing of parental benefit receipt, and find indications for a non-spurious effect on adult children's benefit receipt. Parental benefit receipt lowers the child's educational attainment, and this subsequently results in more benefit receipt. The remaining effect is more likely related to beliefs and norms than to information provision

    Refugees' transition from welfare to work: A quasi-experimental approach of the impact of the neighbourhood context

    No full text
    This study analyses the impact of the neighbourhood context on the likelihood that refugees move from social assistance to paid employment. It makes use of Dutch policy that resulted in an exogenous placement of refugees in their first regular housing. This natural quasi-experiment allows us to estimate intent-to-treat effects of initial neighbourhood characteristics on the likelihood of transitioning from welfare to work. We consider the impact of the employment share and the median level of income among natives and co-ethnics, using Dutch longitudinal administrative data and discrete time event-history modelling. Our findings indicate that refugees are more likely to enter the labour market when the neighbourhood's employment share among natives is higher. A similar effect for employment among co-ethnics is not found. There is also no evidence that the placement of refugees in an area with a higher median income among co-ethnics or natives facilitates the transition from welfare to work
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