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With the exponential increase in technological and computational capabilities including molecular techniques, remote sensing technology, modeling and statistical sophistication, data management and storage, and internet communication, analysis of biological communities as indicator signals of environmental condition and change will rapidly advance.
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But equally, the increasing sophistication of data management has sparked concern about data protection and civil liberties, most acutely over the measures government takes to protect its citizens.
The possibilities are endless and the amount and sophistication of data – and the interpretation of that data – will continue to grow.
Despite increasing sophistication of data production and analysis methods, the importance of 'eyeballing' data to generate hypotheses or simply check the results of new analyses cannot be understated.
Retail politics and traditional campaigning will remain the same, but the sophistication of data analysis creates a candidate's dream: calibrating the pitch to the most receptive ears.
Privacy eroded, due to cameras everywhere and increasing sophistication of data analysis.
Nevertheless, the actiwatches available in the 1980s lacked sophistication and data analytic strategies may have been too simplistic.
The high level of sophistication in data correction and excellent quantitative accuracy that has been reached for 18F in recent years can be questioned by these effects.
At the other extreme are skeptics who suggest that the increased sophistication and data needs of the EB methodology are not worth the effort since alternative, less complex methods can produce equally valid results.
Thus, regardless of their sophistication, routine data will only ever represent shadows of individuals' lives.
Due to the breadth of research still needed in this field, the following agenda prioritises: sophistication in data analysis; longitudinal studies and improved representativeness; and attention to understanding the motivations, perceptions and attitudes of preconception care stakeholders.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com