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This work sheds new light on the roles of gender, age and expatriation type—self-initiated expatriate (SIE) vs. assigned expatriate (AE)—by applying the transactional theory of stress and coping (and a validated measurement tool) to the expatriation experience.

Based on quantitative data from 448 expatriates, the authors examined the coping mechanisms (cognitions and actions) employed by senior and younger expatriates, females and males and SIE and AEs when they face hardships while working abroad.

Younger expatriates display less active problem-solving coping, planning, and restraint and consume more alcohol and drugs. Female expatriates express their emotions and use social support more than their male counterparts. SIEs rely on emotional social support more than AEs.

Recognizing that individual repertoires of responses to expatriate challenges are bounded by personal characteristics—such as age, gender, and expatriation type—should improve efforts to support expatriates. This research suggests that expatriate support should be tailored. It offers indications on who needs what.

This work provides a fresh perspective and new insights into classic topics (age, gender, and expatriation type). Individuals react differently abroad. They have different resources and face different demands (to a certain extent) that lead to different coping reactions. Older people manage their emotions better, and female expatriates and SIEs gather and use support; these abilities are assets abroad.

This paper investigates the nature of port-city relationships in two major port regions of the world, Europe and Asia. Although this issue is well analyzed through either isolated case studies or general models, it proposes a complementary approach based on urban and port indicators available for 121 port cities. In terms of demographic size and container traffic, it shows the decline of port-urban dependence, stemming from changes in global transportation and urban development. However, European and Asian port cities are not identically confronted to the same challenges, notably in terms of their hinterlands. A factor analysis highlights a regional differentiation of port-city relationships according to their insertion in both urban and port systems, with a core-periphery dualism in Europe and a port-city hierarchy in Asia. Thus, the distance to inland markets for European ports and the size of coastal markets for Asian ports are the main factors to explain the nature of port-city relationships in the two areas. It helps to evaluate which European and Asian port cities are comparable beyond their cargo volumes, by putting together micro (local environments) and macro (regional patterns) factors.

Diagnosing pain in neonates is difficult but critical. Although approximately thirty manual pain instruments have been developed for neonatal pain diagnosis, most are complex, multifactorial, and geared toward research. The goals of this work are twofold: 1) to develop a new video dataset for automatic neonatal pain detection called iCOPEvid (infant Classification Of Pain Expressions videos), and 2) to present a classification system that sets a challenging comparison performance on this dataset. The iCOPEvid dataset contains 234 videos of 49 neonates experiencing a set of noxious stimuli, a period of rest, and an acute pain stimulus. From these videos 20 s segments are extracted and grouped into two classes: pain (49) and nopain (185), with the nopain video segments handpicked to produce a highly challenging dataset. An ensemble of twelve global and local descriptors with a Bag-of-Features approach is utilized to improve the performance of some new descriptors based on Gaussian of Local Descriptors (GOLD). The basic classifier used in the ensembles is the Support Vector Machine, and decisions are combined by sum rule. These results are compared with standard methods, some deep learning approaches, and 185 human assessments. Our best machine learning methods are shown to outperform the human judges.