Lecture 10 between groups designs

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#10 Location In The Research Process Formulating Research Questions Previous Research Craft Knowledge Appropriate Design Appropriate Sampling Decisions Ensure Research Ethics Data Collection & Management Data Analysis Interpretation Dissemination Ongoing Research

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Experimental and Quasi-Experimental Designs Chapter 5 * Introduction Experiments are best suited for explanation and evaluation research Experiments involve: Taking action Observing the consequences of that action Especially suited for hypothesis testing Often occur in the field The Classical Experiment Classical experiment: a specific way of structuring researchInvolves three major components: Independent variable and dependent variable Pretesting and posttesting Experimental group and control group Independent and Dependent Variables The independent variable takes the form of a dichotomous stimulus that is either present or absent It varies (i.e., is independent) in our experimental process The dependent variable is the outcome, the effect we expect to see Might be physical conditions, social behavior, attitudes, feelings, or beliefs Pretesting and Posttesting Subjects are initially measured in terms of the DV prior to association with the IV (pretested) Then, they are exposed to the IV Then, they are remeasured in terms of the DV (posttested) Differences noted between the measurements on the DV are attributed to influence of IV Experimental and Control Groups Experimental group: exposed to whatever treatment, policy, initiative we are testing Control group: very similar to experimental group, except that they are NOT exposed Can involve more than one experimental or control group If we see a difference, we want to make sure it is due to the IV, and not to a difference between the two groups Placebo We often don’t want people to know if they are receiving treatment or not We expose our control group to a “dummy” independent variable just so we are treating everyone the same Medical research: participants don’t know what they are taking Ensures that changes in DV actually result from IV and are not psychologically based Double-Blind Experiment Experimenters may be more likely to “observe” improvements among those who received drug In a double-blind experiment, neither the subjects nor the experimenters know which is the experimental group and which is the control group Selecting Subjects First, must decide on target population – the group to which the results of your experiment will apply Second, must decide how to select particular members from that group for your experiment Cardinal rule – ensure that experimental and control groups are as similar as possible RandomizationRandomization: produces an experimental and control group that are statistically equivalentEssential feature of experimentsEliminates systematic bias Experiments and Causal Inference Experimental design ensures: Cause precedes effect via taking posttest Empirical correlation exists via comparing pretest to posttest No spurious 3rd variable influencing correlation via posttest comparison between experimental and control groups, and via randomization Example of Research Using an Experimental Design Researchers at the University of Marylan ...

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Experimental Procedures The specific experimental design procedures also need to be identified. This discussion involves indicating the overall experiment type, citing reasons for the design, and advancing a visual model to help the reader understand the procedures. • Identify the type of experimental design to be used in the proposed study. The types available in experiments are pre-experimental designs, quasi-experiments, true experiments, and single-subject designs. With pre-experimental designs, the researcher studies a single group and provides an intervention during the experiment. This design does not have a control group to compare with the experimental group. In quasi-experiments, the investigator uses control and experimental groups but does not randomly assign participants to groups (e.g., they may be intact groups available to the researcher). In a true experiment, the investigator randomly assigns the participants to treatment groups. A single-subject design or N of 1 design involves observing the behavior of a single individual (or a small number of individuals) over time. • Identify what is being compared in the experiment. In many experiments, those of a type called between-subject designs, the investigator compares two or more groups (Keppel & Wickens, 2003; Rosenthal & Rosnow, 1991). For example, a factorial design experiment, a variation on the betweengroup design, involves using two or more treatment variables to examine the independent and simultaneous effects of these treatment variables on an outcome (Vogt, 2011). This widely used behavioral research design explores the effects of each treatment separately and also the effects of variables used in combination, thereby providing a rich and revealing multidimensional view. In other experiments, the researcher studies only one group in what is called a within-group design. For example, in a repeated measures design, participants are assigned to different treatments at different times during the experiment. Another example of a within-group design would be a study of the behavior of a single individual over time in which the experimenter provides and withholds a treatment at different times in the experiment to determine its impact. • Provide a diagram or a figure to illustrate the specific research design to be used. A standard notation system needs to be used in this figure. A research tip I recommend is to use a classic notation system provided by Campbell and Stanley (1963, p. 6): X represents an exposure of a group to an experimental variable or event, the effects of which are to be measured. O represents an observation or measurement recorded on an instrument. Xs and Os in a given row are applied to the same specific persons. Xs and Os in the same column, or placed vertically relative to each other, are simultaneous. The left-to-right dimension indicates the temporal order of procedures in the experiment (sometimes indicated with an ...

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