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Background: Computer‐based assessment allows for the monitoring of reader behaviour. The identification of patterns in this behaviour can provide insights that may be useful in informing educational interventions. Objectives: Our study aims to explore what different patterns of reading activity exist, and investigates their interpretation and consistency across different task sets (units), countries, and languages. Three patterns were expected: on‐task, exploring and disengaged. Methods: Using log data from the PISA 2012 digital reading assessment (9226 students from seven countries), we conducted hierarchical cluster analyses with typical process indicators of digital reading assessments. We identified different patterns and explored whether they remained consistent across different units. To validate the interpretation of the identified patterns, we examined their relationship to performance and student characteristics (gender, socio‐economic status, print reading skills). Results and Conclusions: The results indicate a small number of transnational clusters, with unit‐specific differences. Cluster interpretation is supported by associations with student characteristics—for example, students with low print reading skills were more likely to show a disengaged pattern than proficient readers. Exploring behaviour tended to be exhibited only once across the three units: It occurred in the first unit for proficient readers and in later units for less skilled readers. Major Takeaways: Behavioural patterns can be identified in digital reading tasks that may prove useful for educational monitoring and intervention. Although task situations are designed to evoke certain behaviours, the interpretation of observed behavioural patterns requires validation based on task requirements, assessment context and relationships to other available information. Lay Description: What is already known about the subject matter?: Students differ in how they read, comprehend and use digital information.Indicators from process data provide insight about how students engage with digital reading tasks. What does this paper add to the subject matter?: Based on multiple process indicators, a small number of clusters indicating different behavioural activity can be distinguished.These clusters can be described as on‐task, passive, hasty, exploring, disengaged, persistent and lost interest.A meaningful interpretation of the clusters must consider the requirements of the underlying tasks. Implications for practice and/or policy: Knowledge of how students engage with digital resources may provide useful feedback for teachers to guide students' learning or intervene when they struggle.Educational monitoring: The high comparability of country‐specific results suggests an invariant set of solution strategies in the digital reading assessment. [ABSTRACT FROM AUTHOR]

Objectives: Differences in health among migrant groups are related to the length of stay in host countries. We examined the health of people reporting Caribbean ethnic origins within and outside of Canada; and the possible associations between length of stay and poorer physical and mental health outcomes. Method: Analyses were conducted on population data collected in Canada (2000/2001, 2003, 2005), Jamaica (2005) and Guyana (2005). Physician-diagnosed and self-rated health measures were used to assess physical and mental health statuses. Results: Rates of chronic conditions were generally higher among people reporting Caribbean ethnic origins in Canada compared to those living in the Caribbean region. Self-rated fair or poor general health rates, however, were higher among participants in the Caribbean region. Higher rates of any mood disorders were also found among Caribbean region participants in comparison to those in Canada. Logistic regression analyses revealed that new Caribbean immigrants (less than 10 years since immigration) in Canada had better physical health than those who were more established. Those who immigrated more than 20 years ago showed consistently better health conditions than those who had immigrated between 11 and 20 years ago. This healthy immigration effect, however, was not present for all chronic conditions among all Caribbean origin migrant groups. Moreover, mood disorders were highest among new immigrants compared to older immigrants. Conclusions: When and where ethnic Caribbeans migrate to and emigrate from matters in health statuses. These results have implications for policies related to health and well-being in support of ethnic Caribbean origin individuals who relocate to Canada. The paper concludes with suggestions for future studies regarding the health of ethnic origin Caribbeans living within and outside their regions of birth. [ABSTRACT FROM AUTHOR]

Abstract: Informed by intersectionality theory, a tradition that theorizes intersecting power relations of racism, patriarchy, classism and heterosexism, this paper investigates the degree to which race, gender, class and sexuality manifest distinct and interconnected associations with self-reported hypertension in nationally-representative survey data from Canada. Binary logistic regression is used to model the main effects of, and interactions between, race, gender, education, household income and sexual orientation on hypertension, controlling for age, using data from the 2003 Canadian Community Health Survey (n = 90,310). From a main effects (‘additive’) perspective, Black respondents, respondents with less than high school and poorer respondents were significantly more likely than White respondents, university-educated Canadians and wealthier Canadians, respectively, to report hypertension. However, the interactive models indicate that the additive models were poor predictors of hypertension for wealthy Black men, wealthy South Asian women, women with less than a high school diploma and wealthy bisexual respondents, who were more likely than expected to report hypertension, and for poor Black men, poor South Asian women, poor South Asian men and women with a university degree, who were less likely than expected to report hypertension. It appears that, with regard to blood pressure at least, Canadians experience the health effects of education differently by their genders and the health effects of income differently by their identities defined at the intersection of race and gender. This study provides empirical support for the intersectional approach to cardiovascular health inequalities by demonstrating that race, gender, class and sexuality cannot be disentangled from one another as predictors of hypertension. [Copyright &y& Elsevier]