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In collective or multiple case studies, data collection needs to be flexible enough to allow a detailed description of each individual case to be developed (e.g. the nature of different cancer care programmes), before considering the emerging similarities and differences in cross-case comparisons (e.g. to explore why one programme is more effective than another).
Given the varying data collection needs of different evaluation approaches and the need to collect baseline data in the case of some approaches, it is crucial that monitoring and evaluation are built into the intervention from the beginning.
Recommendation 3: Given the varying data collection needs of different evaluation approaches and the need to collect baseline data in the case of some approaches, it is crucial that monitoring and evaluation are built into the intervention from the beginning.
We can never make assumptions and the data collection needs to be very carefully managed.
Data collection needs to be revised to reflect this approach.
Data collection needs to focus on user accounting what user information is stored where, how to uniquely identify users consistently, what the user consented to, and how to capture consent.
Similar(37)
Such predictions are a crucial challenge in economics, too, and they are why data collection need not be a dull or a routine field.
The high-throughput of the biosensor array will accelerate the data collection needed to determine statistical significance of changes produced under varying conditions, from several weeks to a few hours.
In a series of interviews with public health officials across the country, the report adds evidence to the concern about the lack of systematic data collection needed to document and address environmental health concerns affecting children in all schools.
However, while good experimental design is key, de novo data collection need not be.
Much of the recommended research on climate change and health is targeted, focused research and data collection needed to design and implement timely and appropriate preventive actions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com