Sentence examples for complexity of data collection from inspiring English sources

However, the complexity of data collection, transformation, and algorithms make these issues very difficult to regulate.

Rather, the problem is the immense (and rarely acknowledged) complexity of data collection behind these figures — one that grows worse as production itself becomes more and more globalized.

However, the complexity of data collection practices, business models, vendor relationships and technological applications in many cases outstrips the individual's ability or willingness to make decisions to control the use and sharing of information through active choice' (Article 29 Data Protection Working Party 2009).

For example, the complexity of data collection forms (technical) could affect performance directly or indirectly by lowering motivation.

This is in part due to the complexity of data collection and to the variety of existing standards in RRT prescription and dose evaluation.

Other important cost determinants include method of ascertainment (such as registry vs. household enumeration), complexity of data collection, and follow-up methods (such as active vs. passive).

Finally, given the complexities of data collection within the health care system, these databases are unlikely to capture all individuals in need of PC.

However, a concern about the reciprocal nature of sharing company tax information was that the complexity required for that kind of data collection meant it was "only an option for rich countries", Dossani said.

Commentators have emphasised the complexity of assigning ethnicity to study participants [ 40, 41] indicating a preference for the value of self assigned ethnicity, although recognising that this adds a level of complexity to data collection and interpretation.

Nevertheless, these resources could be considered small taking into account the scale of the network structure, the complexity involved in controlling the quality of data collection and the duration of surveillance.

Open-ended questions allow for greater breadth of data collection but come with intrinsic complexity in processing.