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Because the new assessment programs are not yet in place, data about what kind of teachers they produce is a long way from being available.
While it is in place, data flow between the processes in continuous streams.
However, much more needs to be done to develop an internationally consistent measurement framework and to put in place data collection systems that will enable regular reporting.
With no such mechanisms in place, data deposit in repositories such as the European Genome-Phenome Archive (EGA) will not be actualised even if the importance is recognised.
Five of the NRLs (FNL in Kenya, NAHDIC in Ethiopia, CDL in South Sudan, GCVL in Puntland and NAPHL in Eritrea) had biosafety /biosecurity manuals in place (data not shown).
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Most developers only had access to the former — with a user's permission, a third-party app could pull in Places data from Facebook.
Specifically, Minubo's dashboard integrates web analytics, shop and ERP data in one place – data that is otherwise fragmented, making it near-impossible to get a holistic overview from which an online retailer can take action on.
We also describe the systems that have been put in place for data management, data quality assessments, and cross-site analysis of results.
Funding is in place for data capture and formal data quality checks.
Metadata allow data users to assess the validity of the data [ 14] and to place data in context.
Appropriate procedures agreed by the Chief Investigator and Clinical Principal Investigators will be put in place for data review, database cleaning and issuing and resolving data queries.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com