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The data was gathered using multiple non-invasive brain imaging measures from 210 people in the NIH Human Connectome Project, and the accuracy of the resulting map was confirmed on another group of 210 people.
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This information was gathered using an anonymous multiple choice questionnaire completed by the participant directly before the RT testing.
Data were gathered using a questionnaire containing multiple choice and open-ended questions, administered during face-to-face doorstep interviews.
Recently, concerns about the quality of data gathered through AMT have been addressed, and multiple studies have now shown that data gathered using AMT are reliable and comparable to data obtained in the lab (Behrend, Sharek, Meade, & Wiebe, 2011; Buhrmester, Kwang, & Gosling, 2011; Paolacci, Chandler, & Ipeirotis, 2010).
Geolocated tweets were gathered using pig script.
Stats gathered using HD Tune Pro 4.01.
Summary statistics were gathered using FastQC.
Using multiple vendors to gather health care data is becoming quite commonplace.
Researchers may be confident that using multiple vendors to gather health outcomes information will yield accurate data.
To measure and assess health outcomes and quality of life at the national level, large-scale surveys using multiple vendors to gather health information is becoming the norm.
Observer bias was minimised by using multiple methods to gather and verify evidence on the policies, practices and surveillance data on IP&C at the study site.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com