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Swarmize aims to enable editors to conduct research with the help of readers by creating a platform to improve data collection, analysis and distribution of crowd research.
Over the last four years at the White House Initiative on Asian Americans and Pacific Islanders, we have been working with federal agencies across the board to improve data collection, analysis, and dissemination of findings and reports on Asian Americans and Native Hawaiians and Pacific Islanders (NHPIs).
This new initiative is aligned to the joint UN Data, Monitoring and Evaluation Group, established in Fiji and Samoa, which coordinates efforts to improve data collection, analysis and utilization for evidence based decision making and policy development in the Pacific islands and territories.
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We also need to improve data collection and analysis by gathering more data from girls and disaggregating more data by age and gender to ensure we understand the unique needs of different population segments.
Molecular biology laboratories require extensive metadata to improve data collection and analysis.
In other countries the priority will be on technical assistance to perfect vessel or gear design, or improve data collection and analysis.
The EPHT initiative offers an important opportunity to improve data collection and analysis to generate and synthesize knowledge about environmental determinants of population health.
The partnership with state and non-state stakeholders will strive to strengthen accountability mechanisms, raise awareness about child rights, and improve data collection and analysis, leading to strengthened national planning and budgeting.
Theses approaches should be strengthened and further developed: DevInfo is an important project which may provide important lessons on how to improve data collection and analysis at municipality levels and how to strengthen vertical integration into national monitoring systems.
Our analysis highlights several ways that the US Fish and Wildlife Service could improve data collection.
Impact: Improved data collection and analysis for tracking patient status and estimate operative complication risks.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com