Evaluating research Flashcards
accuracy and precision
used to evaluate the correctness of measurement and therefore how prone measurements were to error
accuracy
how close a measurement is to the true value of the quantity being measured, not expressed numerically only more/less accurate
precision
how closely a set of measurement values agree with each other but gives no indication of how close the measurements are to the true value
types of measurement errors
systematic and random
systematic errors
errors in data that differ from the true value by a consistent amount
systematic errors occur due to…
environmental factors, observational/researcher error, incorrect measurement instrument calibration
random errors
errors in data that are unsystematic and occur due to chance, they do not occur in a consistent way
systematic errors affect…
accuracy
random errors affect…
precision
random errors may occur due to…
poorly controlled/varying measurement procedures, faulty measurement tools, variations in measurement contexts, environmental differences
random errors can be reduced by..
repeating more measurements, calibrating measurement tools correctly, refining measurement procedures, controlling extraneous variables, increasing sample size
uncertainty in data
the lack of exact knowledge relating to something being measured due to potential sources of variation in knowledge, should be acknowledged by researcher
repeatability
the exttent to which successive measurements or studies produce the same results when carried our under identical conditions within a short period of time
reproducibilty
the extent to which successive measurements or studies produce the same results when repeated under different conditions
what is the purpose of repeating a reproducing investigations
ensure findings are robust - results remain valid across a variety of conditions