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Her current work spans a variety of topics, including HIV, TB, malaria, electronic health systems, data quality assessments, and community health workers in Malawi, Tanzania, Rwanda and Lesotho.
Mitsunaga T, Hedt-Gauthier BL, Ngizwenayo E, Farmer DB, Karamaga A, Drobac P, Basinga P, Hirschhorn L, Ngabo F, Mugeni C. (2013) Utilizing community health worker data for program management and evaluation: Systems for data quality assessments and baseline results from Rwanda.
This team conducts routine data quality assessments at the HCs.
Routine data quality assessments mechanisms to ensure data quality include sample accuracy checks in data collection and data entry.
cThe Data Quality Assessments are conducted after each quarterly monitoring exercise, by a separate department in the National Primary Health Care Development Agency.
We also describe the systems that have been put in place for data management, data quality assessments, and cross-site analysis of results.
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data accuracy: OpenTox provides data quality assessment by assessing validation labels to included data (e.g. 2D chemical structures).
Recalling the data governance framework in Figure 1, the related domains are discussed as: data accuracy: OpenTox provides data quality assessment by assessing validation labels to included data (e.g. 2D chemical structures).
Data management requires not only data quality assessment but also high-quality datasets obtained by data cleaning or other technologies.
S.H., J.S.H. and M.G. contributed data, supported the data quality assessment and were involved in writing the Methods and Technical Validation sections.
Even worse, perhaps, is the lack of tools suitable for a cost data quality assessment and management.
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