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Ms. Yu is a numbers person, and pores over reports on shipping orders, data input accuracy and delivery times.
CNN first spotted the patent, which describes a method of measuring the user's behavior on their phone against their usual behavior, using information like location, data input accuracy, data input speed, interface interaction behavior, the angle at which the user is holding their device, or even the speed at which they're walking.
Purported research advantages include improved data input accuracy (no manual data entry, immediate checks for incomplete responses, additional 'meta'-data such as duration/date of response can be logged), reduced costs (no manual data entry, no printing or postage costs), reduced response time, increased response rates, and increased ease of administration [ 3- 7].
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There are different methods in the above-mentioned literature for applying estimation models in various fields, where based on the type of data, input values, and required accuracy, a specific model has been developed for each case.
A Kalman filter approach for estimating the true value of OAG biomarkers resulted in data input which improved the accuracy of a logistic regression classification model compared to a model using raw measurements as input.
The accuracy of results depends on the accuracy of data input at all locations.
The accuracy of data input is critical to the value of these tools, but little is known about the factors which influence the completeness of data recording.
The accuracy of data input was checked and validated using customized validation programmes.
A validation check was completed in which an additional researcher checked the accuracy of data input for 10% of all patients, to reduce information bias.
Data input was double-checked for accuracy, and the ORs calculated by MIX were compared to the ORs reported in the original studies.
The analysis relies on the accuracy of data input by clinicians and clerical staff involved in individual admissions and thus unlikely to be entirely accurate.
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