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Indicators of success are not only the utility of the analysis, but also the increased interest from departments in data science, knowledge transfer both to students on city government and to city staff on data science, and the eagerness for executive leadership to build out data science capacity within city hall.
For instance, the importance of improving the data quality and of training staff on data collection tools was mentioned in Paraguay, whereas, in Argentina, local managers had difficulty updating the HRH data regularly.
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The NHS has many examples of these switches creating up to 50% reductions in the time spend staff spend on data input, but they are patchy and need to be systemically available across the whole service.
The company will use the newly raised funds to expand staff, focus on data exploration and on its mobile services.
Paul's staff drew on data from a Huffington Post investigation into Kentucky's drug treatment system published in January before supporting the bill.
In fact, deficiencies in data led to counsellors and field staff focussing on data gathering in this age group in the subsequent year (2008-09).
Sentinel surveillance data from 1994 to 2002 were carefully reviewed and triangulated with special surveys such as behavior surveillance surveys and household surveys, and discussed with local staff working on data collection.
In previously conducted studies regarding long-term sickness absentees' encounters with healthcare staff, based on data from the same questionnaire as the present study uses, we found that both negative and positive encounters influence patients' self-estimated ability to return to work [ 16].
"I'm not, in a strategic view, a campaign manager where you're working with staff on getting data that you need or anything like that".
In addition to this training session, the RA was available for physicians and staff on designated data collection days to provide support and answer questions.
HMIS reporting is a passive surveillance system, which includes such limitations such as under-reporting; potential unreliability because of dependence on basic health staff for data collection, and incompleteness of data due to underutilization and difficulties of accessing health services in some rural areas.
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