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Deciding how costs will be collected necessitates a number of early decisions.
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The nature of the collected information necessitates a qualitative synthesis, and the identified deficiencies are at least partially subjective.
However if the patient's follow-up visit does not coincide with the day that specimens are collected, this necessitates an additional clinic visit for the patient.
The fact that biomonitoring programs at the national, state, and international levels are currently collecting such data necessitates the availability and application of methods for interpreting human biomonitoring data in a health risk context, which now exist with associated case studies for further guidance.
Furthermore, data needs to be collected from multiple sources which necessitate the cooperation of different institutions and patients' informed consent at each of these institutions [ 7, 8].
Habit Testing does not necessitate collecting data about everything — just the right things — so setting up the appropriate analytics is critical.
Since cost and time are tightly related, current techniques necessitate the preprocessing of collected huge data sets before analyzing the relevant remaining entries.
69 This is particularly important when effects have a slow onset (days or weeks) in comparison to daily concentration fluctuations, and the data collected over a prolonged timescale may necessitate a simplification of exposure to drive the PD model.
Data that were collected included maternal demographics, medical condition that necessitated ventilation, delivery status, duration of ventilation, onset of parturition while receiving ventilation, mode of delivery, and maternal and early neonatal morbidity or death.
To appropriately estimate cost per QALY would require generic health-related quality of life data (like the EQ5D) which were not collected in the trial, and also would necessitate extrapolation beyond the 3 year trial follow-up.
In a time of unprecedented growth in the scope of medical research, which necessitates increased efficiency, data and samples can no longer be collected for the purpose of performing a single focused study.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com