types of errors Flashcards
(6 cards)
random error
are errors due to some chance factor or chance variation in a measurement.
occur at random and are often unknown. therefore affecting the measurement process or variable being measured. errors effect the precision of a measurement and are present in all measurements, except for measurements involving counting.
systematic errors
are produced by some factor that consistently favours one condition rather than another. “constant”. typically associated with a flaw in some aspect of the research design, its procedures or implementation, like an inbuilt fault.
personal error
are faults entirely sourced with the researcher, which is why they are also called human errors. include mistakes, miscalculations, slip-ups and observer errors; e.g, overlooking a participant’s response, losing a questionnaire, using an early draft of a questionnaire instead of the final version, calculating incorrectly, misreading a score, using the wrong formula to calculate a score, running late or out of time, not taking enough care when making or recording observations, and so on.
Accuracy
The accuracy of a measurement relates to how close it is to the ‘true’ value of the quantity being measured.
For example, 4.556 is more accurate then 4.5.
Uncertainty
The uncertainty of the result of a measurement reflects the lack of exact knowledge of the value of the quantity being measured.
Incorrect Data and Missing Data
Precision
Refers to how closely a set of measurement values agree with each other. Precision gives no indication of how close the measurements are to the true value and is therefore a separate consideration to accuracy.