Honest reporting of all sources of information, whether favourable or unfavourable
Justice
Fair distribution and access to benefits of an action, no unfair burden on a particular group
Beneficience
Commitment to maximising benefits and minimising risks
Non-mallficience
Avoiding causations of harm. Harms should not be disproportionate to benefits
Respect
Consideration that living things have an intrinsic value; give due regard to welfare, liberty, autonomy, beliefs, perceptions, customs and cultural heritage
Accuracy is a measure of the degree of closeness of a measured value to its actual value. It can be improved by sing a syringe to measure liquids rather than a measuring cylinder and calibration of equipment.
Precision refers to the closeness of two or more measurements to each other. It can be increased by repeating measurements multiple times and ensuring it is the same each time.
Repeatability and reproducibility of data is a measure of whether the results of an experiment can be attained by a different research team, using the same method.
Validity is a measure of how correct the results of an experiment are. It can be increased by controlling more variables, blinding the experiment or adding placebos.
Random errors are errors that occur wholly dues to chance and does not recur. Increasing the number of repeats will help reduce the occurrence of random errors.
Systematicerrors are errors that affect the accuracy of an experiment, which cause readings to differ from the true value by the same amount each time.
Reliability is whether the results are dependable and trustworthy. It can be increased by having a large sample size and repeating measurements and taking an average.