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It was agreed at the start of the project that sequence data would only be made available to third-party researchers outside the project in a linked anonymized (coded or pseudonymized) form, and that samples would be provided to UK10K by collaborators (sample custodians) in a linked anonymized form with the linkage key retained by the sample custodian.
The datasets analysed during the current study are not publicly available to protect the anonymity of the interviewees but are available (in anonymized form, as MAX QDA file) from the corresponding author on reasonable request.
Software firms may want to display the data only in anonymized form in order to preserve customer confidentiality.
In comparing the yearly earnings of tens of thousands of companies — whose tax returns the IRS periodically releases to researchers in aggregate, anonymized form — they found evidence that the owners of small-to-medium-sized corporations would often keep some of their earnings in the company rather than taking the money home as salary.
Data is available in anonymized form from the corresponding author upon request.
The latter are stored in anonymized form on a highly secure central server, whereas patient identity data are stored locally in clinics or centers.
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The most important thing developers can do to secure user data is to only store it in highly aggregated and anonymized forms – If you don't have something, there is no reason for someone to break your door down to get it.
Data were collected in pseudo-anonymized form.
All swab results and forms were anonymized by the laboratories before they were sent to the GROG network coordination, and only identified by the number given by each laboratory for virological tests.
30, 31 Because forms are anonymized by a third-party contractor when necessary or desired before analysis and are accompanied by legal protections, reporting from a wide range of stakeholders is promoted.
Patient data were retrospectively collected using a pre-specified case report form that recorded anonymized data about patient and tumour characteristics at baseline, treatment, and follow-up.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com