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Strict attention to confidentiality is present at every stage of data collection, analysis and storage.
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All were part of the original research teams on at least one of the above mentioned studies, and were involved in all stages of data collection, analysis and dissemination of results.
"Basically, we don't have a seamless system of data collection, analysis and use".
This approach, combined with transparency and checking at each stage of data collection, coding, and analysis with the wider research team and beyond, ensured findings were grounded in the data.
In addition, like many feminists, they argue that a commitment to accountability and reciprocity requires, in the ideal, that research subjects should be involved at all stages of research design, data collection, analysis, and authorship.
Pilot countries will be supported in all stages of monitoring, including data collection, analysis, and reporting.
The paper also offers lessons for researchers at all stages of data collection and analysis and a research agenda for enhancing our toolkit for policy analysis.
The design of the questionnaire affects all subsequent stages of data collection and analysis.
Confidentiality of the entire data set was maintained at all stages of data collection and analysis.
NB designed the study, worked in all stages of data collection and analysis.
Y-HJ conceived and designed the study, participated in all stages of data collection and analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com