Migrants in liminal time and space: an exploration of the experiences of highly skilled Indian bachelors in Amsterdam

ABSTRACT

This paper sheds light on the relationship between individual agency, transnational social relations, geographic place, and cultural constructions of life phase and gender among highly skilled Indian migrants to the Netherlands. Amsterdam is attracting an increasing number of Indian migrants who work primarily in the fields of information technology, engineering and business management. The nature of this highly skilled work requires mobile, flexible workers, and therefore mainly attracts single men between 25 and 34. Their migrant experiences and choices are marked by a ‘performance of liminality’: migration is part of a coming of age ritual that both structures their lives and is structured by circumstances and agency. The experience of bachelors in particular can be understood as a ‘double liminality’ in that it is both temporary and spatial. Many of our bachelor informants felt they were ‘betwixt and between’ the socio-cultural expectations they grew up with and what they perceive to be Dutch or Western culture, and between those that pertain to childhood and to adulthood. They live on a metaphorical threshold, shaped by their masculine ideals, beliefs about ‘Indian culture’, their expected life trajectories, and their experiences in and expectations of the Netherlands and the city of Amsterdam.     

An Assessment and Extension of the Mechanism-Based Approach to the Identification of Age-Period-Cohort Models

Many methods have been proposed to solve the age-period-cohort (APC) linear identification problem, but most are not theoretically informed and may lead to biased estimators of APC effects. One exception is the mechanism-based approach recently proposed and based on Pearl’s front-door criterion; this approach ensures consistent APC effect estimators in the presence of a complete set of intermediate variables between one of age, period, cohort, and the outcome of interest, as long as the assumed parametric models for all the relevant causal pathways are correct. Through a simulation study mimicking APC data on cardiovascular mortality, we demonstrate possible pitfalls that users of the mechanism-based approach may encounter under realistic conditions: namely, when (1) the set of available intermediate variables is incomplete, (2) intermediate variables are affected by two or more of the APC variables (while this feature is not acknowledged in the analysis), and (3) unaccounted confounding is present between intermediate variables and the outcome. Furthermore, we show how the mechanism-based approach can be extended beyond the originally proposed linear and probit regression models to incorporate all generalized linear models, as well as nonlinearities in the predictors, using Monte Carlo simulation. Based on the observed biases resulting from departures from underlying assumptions, we formulate guidelines for the application of the mechanism-based approach (extended or not).     

Balancing uniqueness and similarity: A content analysis of textual characteristics in Dutch corporate stories

Writing corporate stories to articulate identity is challenging because one must balance between the recognizable similarities with other companies (e.g., core activities, type of industry) and the company's own uniqueness. In the present study, we propose a conceptualization of corporate stories in terms of similarity and uniqueness, and present a scheme of six main categories of textual characteristics: general, style, structure, content, genre, and layout. The scheme is illustrated in a content analysis of 45 Dutch consumer-focused corporate stories. The results indicate that, contrary to the literature and guidelines on corporate stories, similarities in textual characteristics with other corporate stories are as typical for a corporate story as its uniqueness. Theoretical and managerial implications are discussed.     

Duration Adjustment of Acute Exposure Guideline Level Values for Trichloroethylene Using a Physiologically-Based Pharmacokinetic Model

Acute Exposure Guideline Level (AEGL) recommendations are developed for 10-minute, 30-minute, 1-hour, 4-hours, and 8-hours exposure durations and are designated for three levels of severity: AEGL-1 represents concentrations above which acute exposures may cause noticeable discomfort including irritation; AEGL-2 represents concentrations above which acute exposure may cause irreversible health effects or impaired ability to escape; and AEGL-3 represents concentrations above which exposure may cause life-threatening health effects or death. The default procedure for setting AEGL values across durations when applicable data are unavailable involves estimation based on Haber's rule, which has an underlying assumption that cumulative exposure is the determinant of toxicity. For acute exposure to trichloroethylene (TCE), however, experimental data indicate that momentary tissue concentration, and not the cumulative amount of exposure, is important. We employed an alternative approach to duration adjustments in which a physiologically-based pharmacokinetic (PBPK) model was used to predict the arterial blood concentrations [TCE(a)] associated with adverse outcomes appropriate for AEGL-1, -2, or -3-level effects. The PBPK model was then used to estimate the atmospheric concentration that produces equivalent [TCE(a)] at each of the AEGL-specific exposure durations. This approach yielded [TCE(a)] values of 4.89 mg/l for AEGL-1, 18.7 mg/l for AEGL-2, and 310 mg/l for AEGL-3. Duration adjustments based on equivalent target tissue doses should provide similar degrees of toxicity protection at different exposure durations.     

Recognition of Emotions in Gait Patterns by Means of Artificial Neural Nets

This paper describes an application of emotion recognition in human gait by means of kinetic and kinematic data using artificial neural nets. Two experiments were undertaken, one attempting to identify participants’ emotional states from gait patterns, and the second analyzing effects on gait patterns of listening to music while walking. In the first experiment gait was analyzed as participants attempted to simulate four distinct emotional states (normal, happy, sad, angry). In the second experiment, participants were asked to listen to different types of music (excitatory, calming, no music) before and during gait analysis. Derived data were fed into different types of artificial neural nets. Results showed not only a clear distinction between individuals, but also revealed clear indications of emotion recognition in nets.     

Frailty models and copulas: similarities and differences

Copulas and frailty models are important tools to model bivariate survival data. Equivalence between Archimedean copula models and shared frailty models, e.g. between the Clayton-Oakes copula model and the shared gamma frailty model, has often been claimed in the literature. In this note we show that, in both the models, there is indeed a well-known equivalence between the copula functions; the modeling of the marginal survival functions, however, is quite different. The latter fact leads to different joint survival functions.     

Weighted Logrank Permutation Tests for Randomly Right Censored Life Science Data

In biomedical research, weighted logrank tests are frequently applied to compare two samples of randomly right censored survival times. We address the question how to combine a number of weighted logrank statistics to achieve good power of the corresponding survival test for a whole linear space or cone of alternatives, which are given by hazard rates. This leads to a new class of semiparametric projection tests that are motivated by likelihood ratio tests for an asymptotic model. We show that these tests can be carried out as permutation tests and discuss their asymptotic properties. A simulation study together with the analysis of a classical data set illustrates the advantages.     

Priming the sexual system: implicit versus explicit activation

We investigated implicit versus explicit activation of the sexual system using a priming paradigm in which sexual slides were preceded by either sexual or neutral primes. In the first experiment, primes were made inaccessible to conscious cognitive elaboration. Identification of sexual targets was facilitated by sexual primes, indicating that sexual representations in memory can be activated automatically. In the second experiment, in which primes were presented at a conscious level, identification of sexual targets was decelerated by sexual primes. Primes elicited subjective sexual arousal in Experiment 2 only, demonstrating that the activation of subjective experience requires conscious cognitive elaboration. With the addition of a sexually specific physiological measure, to be constructed to measure initial genital responses, this paradigm may help elucidate activational mechanisms of sexual response.     

Spartacus at the Foot of the Alps: A Metaphor for the Fear of Growth

An incident from the Spartacus War (73–71 B.C.) is used as a metaphor to explore barriers to change and fear of growth in the relationship of a woman dying of cancer and her daughter. Paradox in family relationships and the use of metaphors in family therapy are explored, as are fear of the unknown, habitual transactional patterns, embedded personal narratives, and the impact of one's support network on positive change. When mother and daughter retreat behind walls created by psychological and emotional defenses, thoughts are offered on ways to overcome these barriers.