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How to Design and Evaluate Research in Education Book Cover
How to Design and Evaluate Research in Education, 5/e
Jack R. Fraenkel, San Francisco State University
Norman E. Wallen, San Francisco State University

Experimental Research


Comparison group   The group in a research study that receives a different treatment from that of the experimental group.
Control group   The group in a research study that is treated "as usual."
Counterbalanced designs   Designs in which all groups receive all treatments. Each group receives the treatments in a different order, and all groups are posttested after each treatment.
Criterion variable   The variable that is predicted in a prediction study; also any variables used to assess the criterion-related validity of an instrument.
Dependent variable   A variable affected or expected to be affected by the independent variable; also called "criterion" or "outcome variable."
Experiment   A research study in which one or more independent variables is systematically varied by the researcher to determine the effects of this variation.
Experimental group   The group in a research study that receives the treatment (or method) of special interest in the study.
Experimental research   Research in which at least one independent variable is manipulated, other relevant variables are controlled, and the effect on one or more dependent variables is observed.
Experimental variable   The variable that is manipulated (systematically altered) in an intervention study by the researcher.
Extraneous variables   Variables that make possible an alternative explanation of results; an uncontrolled variable.
Factorial design   An experimental design that involves two or more independent variables (at least one of which is manipulated) in order to study the effects of the variables individually, and in interaction with each other, upon a dependent variable.
Independent variable   A variable that affects (or is presumed to affect) the dependent variable under study and is included in the research design so that its effect can be determined; sometimes called the "experimental" or "treatment" variable.
Interaction   An effect created by unique combinations of two or more independent variables; systematically evaluated in a factorial design.
Matching   Consists of two groups of items listed in columns. Respondents are required to match the item in the left column that corresponds most closely with an item in the right column.
Mechanical matching   A process of pairing two persons whose scores on a particular variable are similar.
Moderator variables   Variables that may or may not be controlled but has an effect on the research situation.
One-group pretest-posttest design   A weak experimental design involving one group that is pretested, exposed to a treatment, and posttested.
One-shot case study design   A weak experimental design involving one group that is exposed to a treatment and then posttested.
Outcome variable   See dependent variable
Quasi-experimental designs   A type of experimental design in which the researcher does not use random assignment of subjects to groups.
Random assignment   The process of assigning individuals or groups randomly to different treatment conditions.
Static-group comparison design   A weak experimental design that involves at least two nonequivalent groups; one receives a treatment and both are posttested.
Static-group pretest-posttest design  
Statistical matching  A means of equating groups using statistical prediction.
Time-series design   An experimental design involving one group that is repeatedly pretested, exposed to an experimental treatment, and repeatedly posttested.
Treatment variable   see experimental variable.