Research design are really important as research methods that psychologist use can cause results and conclusions to be gender bias
Psychologists need to be careful they're not unconsciously including any gender stereotypes
Participants need to be selected in a non-biased way. Most studies only use male university students and generalising could create beta-bias.
Research sometimes unconsciously treat male and female participants differently during a study. To avoid this everyone needs to be spoken to in the same manner.
Gender stereotypes affect their expectations about the outcomes of research. Expectations affect the results that they record or way results are interpreted.
Not all studies are published
Gender bias can be created as a result of publication bias
Studies without positive findings don't get published
A difference in male and female would be more likely to appear