Chapter 9 Flashcards
What is a Experiment
research approach in which one variable is manipulated and the effect on another variable is observed.
what is causal research
research designed to determine whether a change in one variable likely caused an observed change in another
what 3 things prove Causality
i. Correlation or concomitant variation. A and B must vary together; positive or inverse relationship
ii. Appropriate time order of occurrence. A happened before B
iii. Elimination of other possible causal factors. The change in B was not caused by some factor other than A
Laboratory (controlled environment; True experiment)
Conducted in a controlled setting, can effectively deal with the third element of proving causation.
Field (Quasi-experiment)
Tests conducted outside the lab in an actual environment, such as marketplace. Cannot control other factors that might influence the dependent variable, such as the actions of competitors, the weather, the economy, societal trends, and the political climate.
Internal validity
extent to which competing explanations for the experimental results observed can be ruled out. (in the lab)
External Validity
extent to which causal relationships measured in an experiment can be generalized to outside persons, settings, and times. (in the field)
6 extraneous variables
- History: intervention, between the beginning and end of an experiment, of outside variables or events that might change the dependent variable
- Maturation: changes in subjects occurring during the experiment that re not related to the experiment but that affect subjects response to the treatment factor
- Instrument variation: changes in measurement instruments (ex interviewers or observers) that might affect measurements
- Selection bias: systematic differences between the test group and the control group due to a biased selection process
- Mortality: loss of test units or subjects during the course of an experiment, which may result in a nonrepresentation
- Testing effects: effect that is a by-product of the research process itself
Main testing effects
are the possible effects of earlier observations on later observations
Interactive testing effect
is the effect of a prior measurement on a subject’s response to a later measurement
Regression to the mean
tendency of subjects with extreme behavior to move toward the average for that behavior during the course of an experiment.
Controlling extraneous variables
- Randomization: random assignment of subjects to treatment conditions to ensure equal representation of subject characteristics
- Physical control: holding constant the value or level of extraneous variables throughout the course of an experiment
- Design control: use of the experimental design to control extraneous causal factors
- Statistical control: adjusting for the effects of confounded variables by statistically adjusting the value of the dependent variable for each treatment condition
experimental design
test in which the researcher has control over the manipulation one or more independent variables
4 factors of experimental design
- Treatment (independent variable): independent variable that is manipulated in an experiment
- Subjects who participate in the experiment
- Dependent variable that is measured
- Plan for dealing with extraneous factors
3 limitations of experiments
- Cost
- Security: conducting field experiments will allow competitors to gain info about your marketing plan and have sometimes stolen and implemented the plan before the other company
- Implementation issues: difficulty gaining cooperation within the organization, contamination problems(when buyers from outside the test area come in and buy the product) , differences between test markets and the total population and lack of an appropriate group of people or geographic are for a control group.