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This 'convergent evolution' has, we believe, been driven by the need to develop a tool which preserves the rich data collection possibilities of direct observation without being impossibly unwieldy for live use in clinical settings.
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Given the difference in time intervals in data collection, the possibility remained that positional preference may become attractive over extended periods of time.
Second, the use of postal survey for data collection limited the possibilities for giving feedback and instructions or to ensure satisfactory use of the available LLFDI visual aid.
Limitations during data collection included the possibility that the sakhis' responses were influenced by their unfamiliarity with members of the research team or from the desire to give us a good impression of their work (which could have been influenced by the fact that they were salaried).
Future data collection should explore the possibility of long term repeat surveys in sample communities.
In terms of data collection and analysis, our possibility to verify what patients told us against other sources (triangulation) was limited: ethical considerations prevented us from interviewing significant others to crosscheck information from participants.
Inter-rater reliability was enhanced by development and use of a standardised training programme, with mastery being formally assessed prior to data collection, to reduce the possibility of information bias.
So really only a tiny handful of countries have laws and institutions in place that are adequate to deal with the issues raised by the technological possibilities of data collection online, and that's something that needs to change very quickly. .
This finding is contrary to the fact that numerous others expressed the urgent need for improved possibilities for data collection in the care process.
The possibility to a wide data collection from industrial processes makes possible to act smart action related to the system changes.
New possibilities for uniform data collection in several countries are emerging that are advantageous for the field of e-epidemiology [ 21, 22].
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CEO of Professional Science Editing for Scientists @ prosciediting.com