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Background: Big data research requires public support. It has been argued that this can be achieved by public involvement and engagement to ensure that public views are at the centre of research projects. Researchers should aim to include diverse communities, including seldom‐heard voices, to ensure that a range of voices are heard and that research is meaningful to them. Objective: We explored how researchers involve and engage seldom‐heard communities around big data research. Methods: This is a qualitative study. Researchers who had experience of involving or engaging seldom‐heard communities in big data research were recruited. They were based in England (n = 5), Scotland (n = 4), Belgium (n = 2) and Canada (n = 1). Twelve semistructured interviews were conducted on Zoom. All interviews were audio‐recorded and transcribed, and we used reflexive thematic analysis to analyse participants' experiences. Results: The analysis highlighted the complexity of involving and engaging seldom‐heard communities around big data research. Four themes were developed to represent participants' experiences: (1) abstraction and complexity of big data, (2) one size does not fit all, (3) working in partnership and (4) empowering the public contribution. Conclusion: The study offers researchers a better understanding of how to involve and engage seldom‐heard communities in a meaningful way around big data research. There is no one right approach, with involvement and engagement activities required to be project‐specific and dependent on the public contributors, researchers' needs, resources and time available. Patient and Public Involvement: Two public contributors are authors of the paper and they were involved in the study design, analysis and writing. [ABSTRACT FROM AUTHOR]

Body size is a key parameter of organism fitness. While the impact of climate change on body size has received increasing attention, the long‐term consequences of landscape fragmentation are still poorly known. These two major global threats may potentially induce opposite trends: the decrease of body size in warmer environments (e.g. individuals developing faster) or the selection of larger individuals in fragmented habitats (e.g. large individuals more capable of reaching distant patches). We assessed the relationship between temperature and landscape fragmentation with mean body size during the last century, within four European regions (Austria, Belgium, England and above the Arctic circle in Scandinavia) and among queens of five bumblebee species. At the regional scale, we first analysed the variation over time of body size and the two hypothesised drivers, temperature and landscape fragmentation. Then, at the local landscape scale, we tested whether body size varied according to these drivers irrespective of the region. At the regional level, we observed a statistically clear increase of queen body size corresponding to an increase of landscape fragmentation (i.e. in Belgium and England). There was no increase of size when fragmentation did not increase (i.e. in Austria and above the Arctic Circle). Temperature also increased through time in all regions. At the local landscape scale, we found that all species were impacted by changes in both climate and landscape fragmentation but show different trends. The body size of the two largest species significantly increased at landscape level with higher fragmentation while body size of the two smallest species decreased with higher fragmentation. We highlight that, in a context of global changes, landscape fragmentation can also be a major driver of body size clines. Depending on the dispersal abilities of species, larger species could be positively selected for and overcome landscape fragmentation. [ABSTRACT FROM AUTHOR]

Objectives: We aimed to investigate the occurrence rates of clinical events and their associations with comfort in dying nursing home residents with and without dementia.Methods: Epidemiological after-death survey was performed in nationwide representative samples of 322 nursing homes in Belgium, Finland, Italy, the Netherlands, Poland, and England. Nursing staff reported clinical events and assessed comfort. The nursing staff or physician assessed the presence of dementia; severity was determined using two highly discriminatory staff-reported instruments.Results: The sample comprised 401 residents with advanced dementia, 377 with other stages of dementia, and 419 without dementia (N = 1197). Across the three groups, pneumonia occurred in 24 to 27% of residents. Febrile episodes (unrelated to pneumonia) occurred in 39% of residents with advanced dementia, 34% in residents with other stages of dementia and 28% in residents without dementia (P = .03). Intake problems occurred in 74% of residents with advanced dementia, 55% in residents with other stages of dementia, and 48% in residents without dementia (P < .001). Overall, these three clinical events were inversely associated with comfort. Less comfort was observed in all resident groups who had pneumonia (advanced dementia, P = .04; other stages of dementia, P = .04; without dementia, P < .001). Among residents with intake problems, less comfort was observed only in those with other stages of dementia (P < .001) and without dementia (P = .003), while the presence and severity of dementia moderated this association (P = .03). Developing "other clinical events" was not associated with comfort.Conclusions: Discomfort was observed in dying residents who developed major clinical events, especially pneumonia, which was not specific to advanced dementia. It is crucial to identify and address the clinical events potentially associated with discomfort in dying residents with and without dementia. [ABSTRACT FROM AUTHOR]

Purpose: This study illustrates the huge untapped potential of quantifying the impact of culture in making meaningful comparisons across groups. Our focus is on cross‐national differences in nurses' reports of their relations with physicians, and how the measurement of this complex construct and the evaluation of true differences are related to dimensions of national culture. Design: We examine across 14 European countries the association between indices of national culture from the seminal work of Hofstede and 39,435 nurses' ratings of their relations with physicians. Multilevel confirmatory factor analysis was used to evaluate strong factorial invariance across countries and to examine the influence of power distance and masculinity. Findings: There was wide variation across countries in nurses' reports of their relations with physicians. Strong factorial invariance was shown for a one‐factor model, which confirmed that across countries the seven survey items measure a common factor of physician‐nurse relations. This model showed no country bias for any of the seven survey items, which suggests that differences across countries reflect true differences. These true differences were significantly associated with variation in country values of power distance, which showed a significant negative correlation with physician–nurse relations. Conclusions: Continuously pursuing a better understanding of characteristics that impact the studied indicators, such as national culture, is elementary to better understand the construct under study. In this application, country values of power distance negatively impacted nurse‐reported relations with physicians, which strongly varied across countries. Clinical Relevance: Better nurse‐reported relations between nurses and physicians link to higher nurse job satisfaction, lower emotional exhaustion, better nurse‐perceived quality of care, and lower patient mortality. The Practice Environment Scale of the Nursing Work Index is an excellent instrument to characterize variation in working relations between nurses and physicians as well as physicians' professional posture towards nurses. [ABSTRACT FROM AUTHOR]