The phrase "additional data collection are" is not correct in written English.
It should be "additional data collection is" because "data collection" is a singular noun phrase.
Example: "The additional data collection is necessary for our research to be comprehensive."
Alternatives: "further data gathering is" or "extra data collection is".
Based on the resulting uncertainty map, guidelines for additional data collection are formulated in order to reduce the uncertainty for future model applications.
Because a complete unit selection synthesis system is not needed, the expensive processes of building a unit selection system or additional data collection are avoided.
The priority is to use those tools that can account for all known assumptions and uncertainties within a single theoretical environment, and that can be easily updated with new information and can prioritize where additional data collection are required to reduce uncertainty and strengthen ciguatera risk profiles [see Supplemental Material (doi 10.1289/ehp1002575)].
For more general MNAR mechanisms, Lin and Lyles (22) recently proposed an approach based on collecting a "reassessment sample," whereby additional data collection is performed to obtain a subset of those exposure values which were originally missing, thus enabling identification of the MNAR mechanism.
Additional data collection is planned to further test the performances of the custom PROMIS short forms in larger patient cohorts using IRT and adding newly calibrated items that may help discriminate at the very low end of physical functioning.
The societal desirability of a particular PBRSA is fundamentally an issue as to whether the cost of additional data collection is justified by the benefits of improved resource allocation decisions afforded by the additional evidence generated and the accompanying reduction in uncertainty.
These results suggest that investing sufficient resources in a compensation-based resettlement program can benefit households displaced by large infrastructure projects in the short term, but additional data collection is needed after the completion of dam construction to determine whether these benefits are sustained over the longer term.
At the baseline survey between 1993 and 1997, participants completed a detailed health and lifestyle questionnaire, and additional data collection was performed by trained nurses at a clinic visit as described previously.
The allocation was securely saved in the database and revealed only once baseline additional data collection were completed.
Additional data collection is underway to further develop and test the psychometric properties of this new tool.
