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It used personality data collected from 142 employees and performance data provided by supervisors.
Psychologists LeeAnne Harker and Dacher Keltner analyzed 141 college yearbook photos of women, then matched up the smile ratings with personality data collected during a 30-year longitudinal study.
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Personality data were collected during regular psychological examinations of conscripts (men), aspirants to two military specializations, namely to those of military guards (guards) and military castle guards (presidential guards).
Data collected by the Minnesota Multiphasic Personality Inventory-2 (MMPI-2) were employed since this is one of the most common psychometric tests that provides an objective understanding of the motivational patterns as well as a broadband measure of patient's personality and psychopathology.
How was research data collected?
And how was the data collected?
It does so using matched employer-employee data collected by the World Bank in Lebanon and Syria that include individual results from nonverbal cognitive tests (measuring workers' logical and analytical skills) as well as self-assessed personality tests.
Dollar spend equals data collected.
Data collected on Github explains why.
We used data collected between 1983 and 2002.
Data collected.
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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