research and experiments Flashcards
quantitative vs. qualitative research
quantitative:
- data/numbers
- experiments, control groups
qualitative:
- feelings/opinions/beliefs
- interviews, focus groups
mixed methods: both
anecdotal vs. empirical data
anecdotal:
evidence collected in a casual or informal
manner and relying heavily or entirely on personal experience
empirical data:
evidence collected through the scientific method, based on observation and/or experimentation
experimental (research) and null hypothesis
experimental: predicts the relationship between IV and DV
null: states that the IV will have no significant effect on the DV, or that any change in the DV will be due to chance
aim of research is to reject the null
how to write hypotheses
- identify IV and DV
- operationalize variables
- research hypothesis
ecological, external and internal validity
ecological validity - is about physical setting
external validity - is about population and places
internal validity - internal workings
characteristics of experiments
- designed with one clear IV and DV
- factors that could affect the DV are controlled as much as possible
- Iv may be graduated, resulting in a range of conditions on a scale
- show causality or cause-and-effect
in psych it only counts as an experiments if an IV is manipulated while holding other variables constant
however any piece of research can be a study no matter the method used
reliability vs. validity
reliability : refers to the consistency or replicability of research, and whether the same results would be found by other researchers, or in later repetitions
validity : refers to the accuracy or believability of research findings and whether the research measures what it is supposed to measure
true (laboratory) experiment
- conducted under controlled conditions in which the researcher deliberately manipulated something (IV) to see the effect of this on something else (DV)
- there is a control and an experimental condition
- random allocation to the treatment or control condition is possible
- takes place in a controlled environment and extraneous variables are controlled for
true experiment strengths vs limitations
strengths
- validity : high degree of control over the environment and other extraneous variables, accuracy to assess effects of IV so higher internal validity
- reliability : due to high levels of control, procedures can be repeated and results checked limitations of lab experiments
limitations
- lacks ecological validity : the involvement of the researcher in manipulating and controlling variables, findings cannot be easily generalized to other real life settings
field experiments
include the usuals manipulation of IV but are conducted in real life environments so they offer less control over extraneous variables
field experiments strengths vs. limitations
strengths
- validity: field experiments have some degree of control but also are conducted in a natural environment, so can be seen to have moderate internal and external validity
limitations
- less control of extraneous variables, which may distort findings
- internal validity likely to be lower
- ethical considerations (not always practical to get consent)
quasi experiments
participants are randomly assigned to a condition on the IV
in quasi experiment participants are grouped based on a characteristic of interest, such as gender, ethnicity or scores on a depression scale
no random allocation is possible
quasi experiments strength vs. limitations
strengths
- more external validity
limitations
- as a result extraneous variables cannot be controlled (less internal validity)
- cannot be replicated
- ethical considerations (not always practical to get consent)
natural experiments
natural experiments involve pre-existing IVs that are manipulated naturally, not by the researcher, and therefore random assignment of participants to experimental conditions is not possible
natural experiments strength vs. limitations
strengths
- high ecological validity: due to the lack of involvement of the researcher; variables are naturally occurring so finding