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The word Psychometric comes from psycho-logy + metric, or measurement. It means to measure psychological things, like cognitive skills or personality traits, in a precise, formalised way.
At its most formal psychometrics involves a lot of statistics. Psychometric principles (without the statistics) are also used to ensure, for example, that surveys are designed and implemented in a manner likely to elicit accurate, meaningful answers.