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Finally, transparency about underlying values is called for, as this study confirmed some widely perceived differences in professional backgrounds of experts and the impact of these differences on their perception of animal welfare.
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These weights are influenced by composition and by scientific background of experts that often do not agree on judgments, determining high standard deviation values and hence an uncertainty on weights.
There is thus an urgent need to harmonize the technical background of experts in the field of EO data analysis with the terminology of ecologists, protected area management authorities and policy makers in order to provide meaningful, context-specific value-added EO products.
In the workshop on climate change the geographical background of experts was noticed as a bias.
Transparency about the background of experts is a related issue: it should be clear e.g. if experts have a relation with industry.
Also, the professional backgrounds of the experts have been shown to have an impact on outcomes.
The reported background of the experts ranged from "leading health futurists" [ 61], "members of scientific expert societies and/or staff associations" [ 55, 62], "experienced managers" [ 56], "RAND health researchers" [ 63], "genomic experts and breast cancer specialists" [ 64], "younger citizens" [ 65], to "secondary school pupils and university students" [ 29] or "community members" [ 30].
Additionally, qualitative data suggests that integrated care plans can only be as effective as the degree of routine background accessibility of expert opinion for difficult cases [ 53].
Only two projects explicitly stated the background of the experts in a table [ 16, 66].
Moreover, demographical data and information regarding the professional role, function, and background of the experts were documented.
The findings further suggest that the background of the experts may influence their preference and epistemological commitment to a particular type of evidence.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com