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Measurement concerns are pervasive throughout the research process, from study conception through research design development, data collection, and continuing through data analysis and reporting.
In the open-source, collaborative world, the triple-Ds (Design, Development, Data) are about to be at the tip of everyone's tongue, at least in building prototypes for national agencies.
AK and AE were involved in the study protocol design development, data collection, data quality monitoring, data analysis and preparation of the manuscript.
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RK is involved in database design and development, data analysis, design of the user interface and prepared the manuscript.
ADM and HW were involved in study design, development of data collection tool and data collection and analysis.
LS, RE and RM contributed to conception, study design, tool development, data collection and data entry.
SFM contributed to conception, study design, tool development, data analysis and interpretation of results and review of the manuscript.
FE contributed to the conception, study design, tool development, data collection, as well as data analysis and interpretation of results in addition to development of the manuscript.
IO, JNGB, MK, RI and, RFL, and KAE contributed to the conception and study design, protocol development, data collection, interpretation of results, writing and review of draft manuscripts.
Our contribution highlights the advantages of a technology-based approach with regard to design development and data analysis.
VR participated in design development and data analysis.
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CEO of Professional Science Editing for Scientists @ prosciediting.com