The phrase "associated to data collection" is not correct in standard written English; it should be "associated with data collection." You can use it when discussing relationships or connections between concepts, particularly in research or data analysis contexts.
Example: "The findings of the study are closely associated with data collection methods used during the research."
Alternatives: "linked to data collection" or "related to data collection."
The discrepancies in official statistics for intentional injuries has almost never been assessed in LMICs most probably due to difficulties associated with data collection and linkages [3], [4].
Some of the expected outputs based on measurable indicators that should come out of the MOE may not be achievable due to problems associated with data collection and management (which, in most cases, is not disaggregated).
On the other hand, abstracting data from medical records and interviewing nursing staff have the potential to reduce the cost associated with data collection, but their sensitivity and specificity values need to be demonstrated.
This approach will reduce to a minimum extra activities associated with data collection by the birth attendants during the study.
In such contexts, operational requirements for reliable data collection may be more difficult to meet, partly due to the scarcity of trained personnel and the greater challenges associated with data collection supervision.
Direct costs associated with data collection was supported by a Good Citizen award from State Farm Insurance to the Injury Prevention Center at Arkansas Children's.
Smart IT solutions such as linking hospital records to registry databases and a more sensible distribution of the tasks associated with data collection and imputation must prevent orthopedic surgeons and their staff from spending more time at the keyboard than with their patients.
Although there may be a relatively significant start-up cost associated with electronic data collection, costs associated with questionnaires (paper and reproduction), data entry, coding, and cleaning are either eliminated or substantially reduced [ 6].
