Revealing Hidden Curvilinear Relations Between Work Engagement and Its Predictors: Demonstrating the Added Value of Generalized Additive Model (GAM)

Previous studies measuring different aspects of the quality of life have, as a rule, presumed linear relationships between a dependent variable and its predictors. This article utilizes non-parametric statistical methodology to explore curvilinear relations between work engagement and its main predictors: job demands, job control and social support. Firstly, the study examines what additional information non-linear modeling can reveal regarding the relationship between work engagement and the three predictors in question. Secondly, the article compares the explanatory power of non-linear and linear modeling with regard to work engagement. The generalized additive model (GAM), that makes possible non-linear modeling, is compared with the widely used simply linear generalized linear model (GML) procedure. Based on the survey data (N = 7,867) collected in eight European countries in 2007, the article presents the following main results. GAM clearly fitted the data better than GLM. All investigated job characteristics had curvilinear relationships with work engagement, although job demands and job control relationships were almost linear. Social support had a clear U-shaped curvilinear connection to work engagement. Interactions between the three job characteristics were also found. Interaction between job demands and social support was curvilinear in shape. Finally, GAM proved to be a more practical and efficient tool of analysis than GLM in situations where there are reasons to assume curvilinear relationships, complex interactions effects between predictors.     

Association of pupil vandalism, bullying and truancy with teachers' absence due to illness: a multilevel analysis

The aim of this study was to examine whether vandalism, bullying, and truancy among pupils at school are associated with absence due to illness among teachers. Data on such problem behaviour of 17,033 pupils in 90 schools were linked to absence records of 2364 teachers. Pupil reported vandalism and bullying at the school-level were associated with teachers' short-term (1- to 3-day) absences. Cumulative exposure to various forms of pupils' problem behaviour was associated with even higher rates of short-term absences among teachers. No association was found between pupils' problem behaviour and teachers' long-term (>3-day) absences. In conclusion, there seems to be a link between pupils' problem behaviour and teachers' short-term absence due to illness. Further work should determine whether problem behaviour is a cause or a consequence of absences or whether the association is noncausal.     

Disparity in occupational training and career planning between contingent and permanent employees

In modern work life, a common structure of staffing comprises a core of permanent employees and a fluctuating number of contingent workers. We examined the degree to which participation in occupational training and career planning differed between these two groups. The study cohort comprised 5127 hospital employees (96% full time), of whom 4211 were permanent, 677 had a contingent contract, and 239 were contingent at baseline but got a permanent job during the 4-year follow-up period. Results show that contingent employees participated less in occupational training and career planning than permanent employees. The difference remained significant even after 6 years' employment in the hospital. Those contingent employees who became permanently employed did not differ from the permanent employees in occupational training and career planning. These trends in human resource allocation support the human capital theory. They also point to an unintended mechanism potentially increasing inequalities in the workforce, arising from the different human capital investments depending on the employment status.     

Relationship between language switching experience and executive functions in bilinguals: an Internet-based study*

We examined the relationship between self-reported everyday language switching experience and the performance of early bilinguals in tasks measuring different executive functions. Our participants were Finnish–Swedish early bilinguals, aged 16–41 years (N?=?66, Experiment 1) and 18–69 years (N?=?111, Experiment 2). An earlier study using a sample from a similar population discovered a negative relationship between self-reported language switching and a mixing cost in error rates in a number–letter task. This finding was not replicated. Instead, we found that a higher rate of reported contextual language switching predicted larger switching cost reaction times in the number–letter task, and that a higher rate of reported unintended language switches predicted larger error rates in a spatial n-back task. We conclude that these results likely reflect individual differences in executive skills, and do not provide evidence for the hypothesis that language switching trains executive functions.     

Totalitarian politics and individual responsibility: Revising Hannah Arendt’s inner dialogue through the notion of confession in J. M. Coetzee’s Waiting for the Barbarians

Hannah Arendt’s writings concerning individual responsibility create an important – and under-examined – context for reading J. M. Coetzee’s oeuvre, particularly his novel Waiting for the Barbarians. For Arendt, when a society fails to offer ethical codes of conduct to follow, people should determine those codes by themselves, since morality concerns people in their individuality during totalitarian times. Arendt’s ideas bear important similarities to Coetzee’s representation of the magistrate in the novel, as this character struggles to live with his conscience in a totalitarian regime. In Arendt’s world, introspection is only needed when the world around us fails to guarantee moral laws, and even then one should not focus on oneself only, but instead try to focus on the world around us. Coetzee, however, shows through the character of the magistrate how this internal dialogue easily becomes torturous in its nature. If political action is the most important aspect of Arendt’s thinking, then Coetzee shows through the character of the magistrate how modern, conscientious humans cannot just act politically; instead, their action is always marked by their personal weaknesses, including their feelings of inadequacy. Nevertheless, even if Arendt emphasises political action more than Coetzee, who shows that such action is necessarily marked by individual doubt, self-questioning and other personal inadequacies, the reliance on radical thinking, which is at odds with conformism, is a concern they share.     

Attitudes related to child sexual abuse: scale construction and explorative study among psychologists

A Child Sexual Abuse Attitude and Belief Scale was constructed and then answered by 242 child psychologists. Four CSA related attitude and belief subscales were identified through confirmatory factor analysis: (1) The Disclosure subscale reflecting favouring a disclosure at any cost; (2) The Pro-Child subscale reflecting unconditional belief in children's reports; (3) The Intuition subscale reflecting favouring an intuitive approach to CSA investigations; and (4) The Anti Criminal Justice System subscale reflecting negative attitudes towards the legal system. Beliefs that were erroneous according to empirical research were analyzed separately. The results suggest that some psychologists hold extreme attitudes and many erroneous beliefs related to CSA. Some misconceptions are common. Female participants tended to have stronger attitudes than male participants. The more training in interviewing children the participants had had, the more erroneous beliefs and stronger attitudes they had. Experience did not affect attitudes and beliefs.     

Impulsivity as a predictor of smoking and alcohol consumption

This prospective study examined the relationships between impulsivity, smoking and alcohol use in a large non-clinical sample of 601 men and 4832 women working in 12 Finnish hospitals. Data on impulsivity, smoking and alcohol consumption were collected by two questionnaires with a two-year interval. At baseline, impulsivity was associated with smoking and alcohol use. After controlling for baseline smoking, impulsivity predicted increased number of cigarettes smoked per day in women (p=0.08), but not in men. After controlling for alcohol use at baseline, impulsivity predicted increased alcohol consumption similarly in both genders (p<0.01). Higher impulsivity was also associated with increased likelihood of taking up smoking or becoming a heavy drinker (p<0.05). This evidence suggests that impulsivity contributes to increasing health risk behaviours.     

Moral psychology of nursing robots: Exploring the role of robots in dilemmas of patient autonomy

Artificial intelligences (AIs) are widely used in tasks ranging from transportation to healthcare and military, but it is not yet known how people prefer them to act in ethically difficult situations. In five studies (an anthropological field study, n = 30, and four experiments, total n = 2150), we presented people with vignettes where a human or an advanced robot nurse is ordered by a doctor to forcefully medicate an unwilling patient. Participants were more accepting of a human nurse's than a robot nurse's forceful medication of the patient, and more accepting of (human or robot) nurses who respected patient autonomy rather than those that followed the orders to forcefully medicate (Study 2). The findings were robust against the perceived competence of the robot (Study 3), moral luck (whether the patient lived or died afterwards; Study 4), and command chain effects (Study 5; fully automated supervision or not). Thus, people prefer robots capable of disobeying orders in favour of abstract moral principles like valuing personal autonomy. Our studies fit in a new era in research, where moral psychological phenomena no longer reflect only interactions between people, but between people and autonomous AIs.     

Semantic errors in a deep dyslexic

A case of a Swedish-speaking deep dyslexic is reported whose semantic paralexias appeared to result mainly from a lexical retrieval failure in oral reading. He was able to draw correct pictures of the written words for which he had simultaneously produced a semantically erroneous oral reading response. Repeated attempts to correct paralexic responses were common, indicating that the patient was often aware of the errors. His lexical retrieval problems and semantic errors extended to naming as well, and the results support Nolan and Caramazza's (1982, Brain and Language, 16, 237-264), dual-deficit model of deep dyslexia.     

Phoneme errors in Broca's aphasia: three Finnish cases

The phonemic errors of three Finnish Broca's aphasics were analyzed according to various phonological features, frequency of segments, syllable, word, and stress positions, as well as for the phonotactic structure of the uncanonical products. It was found, e.g., that the distance between the syntagmatic error and its source could not be satisfactorily counted by phonemes, since the syllable had to be taken into account also in pathological Finnish. As regards the paradigmatic dimension of the errors, the number of incorrect features is even here in reverse relation to the frequency of the erroneous phonemes. Moreover, it was found that pure quantity errors and vowel harmony deviations are infrequent in the speech of Finnish Broca's aphasics.