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The data to be communicated is usually characterized by considerable variability in format and structure.
Therefore, clarity, accuracy and thoroughness are the three important aspects of a report; however a substantial amount of variability in format and context exists [ 1].
Several methods of data query are offered on the HPVIS web site, but there is considerable variability in format and presentation of the data (e.g., multiple or inconsistent units), which limits the ability to use this information.
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Variability in formats, spatio-temporal granularity, access methods and differing semantic definitions hinder attempts to access, analyse, interpret, compare and combine datasets.
A flexible approach to data collection was taken to cater for variability in the format and quality of paper records held by each service.
The evident variability in the formatting and encoding of these records is quite typical of data collections which have been assembled from multiple sources.
Almost 80% of the respondents cited intellectual property/patent concerns as a potential barrier to the sharing of TGx data, and nearly 50% of respondents also cited concerns about variability in data formats, interplatform differences, concerns about potential for misinterpretation, lack of incentive to share data, and legal concerns.
As there is no submission process, but rather, active data post-publication collection on our part, we find an unsurprising level of variability in the types and format across the incoming data.
Given the wide variability in article quality and format across multiple non-healthcare disciplines, we applied criteria that selected for more objective review-style work and for decision support relating to the high or moderately high-level decisions akin to those made by physicians.
Efforts to work collaboratively to expand the denominators of these disparate sources are hampered by different formats, definitions, variability in quality of data entry, let alone cost of access for research purposes.
Structured reporting formats can address the limitations of free-style reports by reducing the variability in free-style dictations, ensuring completeness and accuracy of the report and facilitating the use of a standardized lexicon.
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