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It's becoming harder for information security and risk professionals to locate, track and protect sensitive and company confidential data, while ensuring compliance to data residency and privacy regulations.
Frequency of compliance to data quality criteria were measured by Likert scales [never (1), sometimes (2), usually (3), always (4)].
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This suggests that integrated environmental monitoring requires compliance to standards, data harmonisation and service interoperability together with extensive on-demand processing and storage capacities in order to answer scientific and policy related questions.
Although some EMA researchers suggest prompting diary completion at random intervals each day (e.g. [ 4]), recent work suggests that data collection at consistent times each day is equally valid [ 35], and may increase the convenience of, and compliance to, the data collection procedure for participants.
The threat landscape is dynamic and ever changing requiring those entrusted with our data to take steps beyond compliance to protect that data.
The rounds adjusted incorrect interventions and collected data structured by checkpoints that included: · Indication for and duration of isolation · Turnaround time for microbiological diagnosis · Antibiotic (AB) therapy prior to episode of diarrhea · Compliance to isolation precautions Data were censored January 31 , 2013
Ki-Square was used for comparison of qualitative data; compliance to normal distribution in comparison of the data obtained by measurement was performed through the Kolmogorov-Smirnov test; student's t-test was used if it complied with the normal distribution and the Mann-Whitney U-test was used if it did not comply.
For proof of concept, we describe a data belief ontology and illustrate PeCAN's compliance to the P3P privacy data schema.
Unlike earlier EU regulations that applied only to "controllers" of data that is collected, the GDPR extends compliance to "processors" who process data on behalf of controllers.
Data collected included age, gender, weight, antimicrobial agents, doses, reasons and indications for treatment, microbiological data, compliance to guidelines, documentation of reasons and stop/review date of prescription.
Academic FMIS involved more sophisticated systems covering compliance to standards applications, automated data capture as well as interoperability between different software packages.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com