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38 Cards in this Set

  • Front
  • Back

What is the goal of the experimental research strategy?

To demonstrate a cause and effect relationship between variables

What are the four core features of the experimental research strategy?

1. Manipulation of one variables


2. Measurement of a second variable


3. Comparison of the scores between treatments


4. Control of all other variables.

What are the two basic designs of experimental research strategy?

-Within subject designs


-Between subject designs

What is a within-subject design?

-Different sets of scores are obtained from the same group of participants

What is between subjects design?

-Each set of scores is obtained from different groups of participants

How does an experimenter do a between-subject design in experimental research?

A researcher manipulates an independent variables and then measures the dependent variable for each participant.

What is the goal of the between-subject design?

To determine whether differences exist between two or more treatment conditions.

What is a requirement in between-subject designs?

Only one score for each participant is obtained.


-Separate groups of participants are used for different treatment conditions.



What are the advantages of between subject designs?

Each individual score is independent from all other scores ((because each participant is measured only once, the researcher can be reasonably confident that the resulting measurement is relatively clean and uncontaminated by other factors.))

In a between-subject design the individual's score is not influenced by which 3 factors?

1. Practice or experience gained in other treatments


2. Fatigue or boredom from participating in a series of different treatments


3. Contrast effects that result from comparing one treatment to another.

What are the disadvantages to between-subjects designs?

1. Requires a large number of participants as one participant contributes only one score.


2. Each score is obtained from a unique individual who has personal characteristics different from all of the other participants. (may produce high variability)

What is a confounding variable?

Any extraneous variable systematically differentiating the groups.

What is an assignment bias?

Confounding from individual differences


Ex: participants in one group may be older, smarter, taller or have higher socio-economic status than the participants in another group.

What are confounding from environmental variables?

Any characteristic of the environment that may differ.

What is the purpose of equivalent groups?

Protecting a study from assignment bias

How would one create an equivalent group in a between-subjects design? The separate groups much be:

-Creating equally: the process must be as similar as possible.

-Treated equally: participants should receive exactly the same experiences


-Composed of equivalent individuals: the characteristics of the participants in any one group should be as similar as possible to the characteristics of every other group.


How would one limit confounding variables by individual differences in a between-subjects design?

1. Random assignment


2. Marching groups (matched assignment): no group is noticeably different from the other.


3. Holding variables constant (by using all females or all males, or similar IQs)

What causes variability in between-subject designs?

-Large differences between individuals produces a large variance

What happens when one increases or decreases variability in a between-subject design?

-May have a significant influence on the statistical interpretation of the study results.

What does significant imply in terms of influence?

It is very unlikely that the difference would occur if there was not a consistent difference between treatment conditions.

What is variance?

A statistical value that measures the size of the differences from one score to another.

Are large differences between treatments good or bad?

Good as they provide evidence of differential treatment effects.

Are large differences within treatments good or bad?

Bad: differences that exist inside the treatment conditions determine the variance of the scores.

(Large variance can hide patterns in the data)

Researchers try to _____ differences between treatments.

Increase

Researcher try to ____ variance within treatments

Decrease

How would one limit variance within treatments of between-subject designs?

-Standardize procedures and treatment settings


-Limit individual differences


-Random assignment and matching


-Sample size

Limiting variance within treatment of between-subject designs: how would one limit individual differences?

-Create equivalent groups


-Reduce variance within groups

Other threats to internal validity between-subjects: Differential attrition (What is it?)

Withdrawal from research study before it is completed. Can threaten internal validity.

What is diffusion (between subjects)

Spread of the treatment effects from the experimental group to the control group, which tends to reduce the difference between the two conditions - threats to internal validity.

Threats to internal validity of between-subjects: Communication between groups : Compensatory equalization

Subject demands treatment received by the other group.

Threats to internal validity of between-subjects: Communication between groups : When does Compensatory rivalry happen?

Occurs when participants in an untreated group change their normal behavior when they learn about a special treatment that is given to another group.

Threats to internal validity of between-subjects: Communication between groups : When does resentful demoralization happen?

Participants in control group become less productive and less motivated "give up"

What is a two group design (in between-subject)

Comparing only two groups of participants: the researcher manipulates one independent variable with only two levels.

When is the two group design used in between-subject experimental study?

Can be used to compare treatments, or to evaluate the effect of one treatment by comparing a treatment group and a control group.

What is the primary advantage of the two -group design in an in-between subject experimental study?

Provides the best opportunity to maximize the difference between the two treatment conditions; oppose extreme values can be selected for the independent variable

What is the primary disadvantage of the two -group design in an in-between subject experimental study?

Provides little information. researcher obtains only two real data points for comparison. Limits study to only two groups.

Comparing means for more than two groups: What is a single factor multiple-group designs?

Ex: comparing driving performances under three telephone conditions

Comparing proportions for two or more groups: What does the researcher do when he does not have a numerical score?

-Each participant is classified into a category


-Data consist of a simple frequency count of the participants in each category on the scale of measurement.


-Data can be analyzed on a chi-square test for independence : compares proportions within groups.