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The US Federal Trade Commission is sufficiently concerned about the security and privacy implications of the Internet of Things, and has conducted a public workshop and released a report urging companies to adopt best practices and "bake in" procedures to minimise data collection and to ensure consumer trust in the new networked environment.
We chose to simplify the intervention, minimise data collection and not to place additional workload demands onto an already overstretched and understaffed primary health care service.
In an attempt to minimise data collection error, research assistants at all stations received comprehensive training in the use of study test protocols prior to commencement of the study.
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One might hypothesise that the official Tanzanian disapproval of pastoralist populations who engage in some mobility and their value systems contributed towards a classification which minimised data collection on them and thus their representation in official statistics, other than as numbers of people by age and sex.
To minimise the data collection load for busy units, the trial will collaborate with the Paediatric Intensive Care Audit Network (PICANet http://www.picanet.org.uk) to make best use of the established data collection infrastructure which exists in all PICUs in the UK.
These performance indicators should focus attention on activities of greatest importance to an organisation and its stakeholders, thereby minimising the data collection burden.
To minimise interference, the data collection sessions were performed at off-peak hours when the office was empty.
The use of techniques such as the E-O chart and the risk-adjusted p chart can minimise delays between data collection and formative analysis.
To minimise error after data collection, all interviews were reviewed by study dieticians to assess for unrealistic portion sizes, inadequate detail and typing errors.
In order to minimise bias during data collection, the researcher (a doctor and nurse mentor employed by a supporting partner organisation) had no pre-existing relationship with any of the nurses included in the study.
Therefore, to minimise bias, the data collection process and goals of the study should be explained carefully and exhaustively to the participants, and volunteers should be instructed to be accurate when giving answers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com