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Let Y1i be the output for factory i when it receives a new machine, and let Y0i be the output for factory i when it does not receive a new machine. Also let Yi be the realized output for factory i and let Di be a binary variable that equals one if factory i actually received a new machine. If the company's headquarters randomly assigns new machines to a subset of the company's factories, this ensures:
Validity
The degree to which a test or instrument measures what it is intended to measure, accurately reflecting the concept it is designed to assess.
Tendency To Help
An inclination or natural propensity in humans to provide assistance or aid to others in need.
Altruism
Unselfish concern for the welfare of others; selflessness.
Reward
A stimulus given to a person or an animal to encourage a particular behavior, reinforcing the behavior's occurrence.
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