Which of the following experimental designs is a poor design with little scientific value Quizlet

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Terms in this set (43)

Quasi Experimental Design

experiment design that violates the ability to determine cause and effect because they have fewer than two groups and if you have two groups, they are not equivalent

What are the two main categories of quasi-experimental designs?

1. those without a control group
2. those with nonequivalent groups (performed groups)

One-group posttest-only design

a quasi-experimental design that has no control group and no pretest comparison; a very poor design in terms of internal validity due to the inability to discern whether your 'independent variable' affected the results

one-group pretest-posttest design

a dependent variable is measured once before and once after a treatment occurs

What determination can be made with one-group pretest-posttest design? Limitation?

determines how people were doing with regard to the dependent variable before the treatment was provided and establish whether they have shown any change from pretest to posttest; limitation is the uncertainty what was responsible for the change (Cause and Effect indiscernible)

simple interrupted time-series design

a dependent variable is repeatedly measured at periodic intervals before and after a treatment; determines fluctuation in responses

nonequivalent control group posttest design only

a quasi-experimental design that includes a control group but that control group is not equivalent to the experimental group (no random assignment); the dependent variable is assessed only once after the treatment

nonequivalent control group pretest-posttest design

a quasi-experimental design that includes a control group and the dependent variable is assessed twice, both before and after the treatment

What is the advantage of adding a pretest to the nonequivalent control group pretest-posttest design?

gives us the advantage of knowing how the groups perform before any treatment is provided

interrupted time series design

a time series design where the "treatment" is an independent event, such as a historical event where a series of pre and posttest scores are obtained for an experimental and nonequivalent control group

individual difference manipulation

A characteristic of the participant determines the level of the Independent Variable at which they are tested

what are the two general ways to use individual difference manipulation?

longitudinal design and cross-sectional design

longitudinal design

research design in which one participant or group of participants is studied over a long period of time, sometimes years or decades

longitudinal design disadvantages

slow, expensive
difficult to keep all participants involved in study

longitudinal design advantages

-allows direct measurement of change
-less affected by cohort effects

cohort effect

effect observed in a sample of participants that results from individuals in the sample growing up at the same time

cross-sectional design

A research design that examines people of different ages at a single point in time; examines age differences

cross-sectional design disadvantages

1. people who are of different ages can also be of different generations (cohorts) and thus differ in their attitudes and experiences
2. little directional predictability;
3. no ability to examine continuity of development processes

cross-sectional design advantages

1. Efficient
2. Not plagued by selective attrition, practice effects, or theoretical and methodological changes in the field (Saves time and money)
3. Mortality is minimized

threats to internal validity

History
Maturation
Testing
Instrumentation
Diffusion of treatment
Regression towards the mean
Selection bias
Attrition

selection threat

a threat to internal validity that can occur when nonrandom procedures are used to assign subjects to conditions or when random assignment fails to balance out differences among subjects across the different conditions of the experiment

Maturation (threat to internal validity)

effects related to the passage of time, such as aging, development, physical, and psychological; potentially a threat to internal validity any time you are conducting a study of relatively long duration

History (threat to internal validity)

occurs when a study that includes a pretest and at least one posttest, other events outside your intended manipulation(s) occur between tests that can affect your results

instrumentation effect

a threat to internal validity in which changes in the dependent variable may be due to changes in the measuring device

Regression toward the mean threat

occurs if you are using a design that includes multiple observations and the measures for your initial observations are extremely high or low; when performance on an earlier test is extreme, the next time the test is taken, the score is likely to be less extreme and therefore closer to the mean

attrition threat

in a repeated-measures experiment or quasi-experiment, a threat to internal validity that occurs when a systematic type of participant drops out of a study before it ends; also known as mortality

self-selection

a form of sampling bias that occurs when a sample contains only people who volunteer to participate; they determine their own group

Why is it important to eliminate threats in an experiment?

to increase internal validity; although, it will not be likely to establish cause and effect

A cross-sectional design uses different participants in each age group

True

A quasi-experiment differs from a true experiment because

the researcher selects instead of manipulates the levels of the independent variable

If you compared the problem solving ability of a group of six-year olds to their own performance when they were eight-years old, you would be conducting what type of design?

Longitudinal

When you can confidently state that your independent variable cause the difference observed in your dependent variable, your experiment is said to have what in terms of validity

high internal

People that cannot be tracked down and thus, do not finish the study is described as what term?

Attrition

mortality

a threat to internal validity where participants may not complete a study especially with long-term studies; non-random attrition (participants leave in greater numbers from one group vice the other) results in bias

delayed effects

a threat to internal validity where the treatment takes time to have an effect in such that the change or effect may be difficult to determine or distinguish from other factors;

Longitudinal method

a type of research in which the same people are studied over a long time period; examines age changes over an extended period of time

Developmental Factors

in a longitudinal method of experimentation, these are changes in scores or attitudes that result in changes due to age or development

Longitudinal method (advantages)

1. Can study development over extended periods of time
2. subjects are their own controls
3. can study continuity between different groups
4. some ability to infer cause-and-effect

Longitudinal Method (disadvantages)

1. Expensive to follow cohorts through life
2. Mortality threatens internal validity

role of age in studying development

Age has descriptive, not explanatory value

cohort effects

year of birth

measurement effects

time of testing

Confounding

________ occurs when multiple variables can explain the same phenomenon

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What is the weakest quasi

The researcher could implement the anti-drug program, and then immediately after the program ends, the researcher could measure students' attitudes toward illegal drugs. This is the weakest type of quasi-experimental design.

Which type of experimental design has the least experimental validity?

Non-experimental (correlational) research is lowest in internal validity because these designs fail to use manipulation or control.

What are the 4 types of experimental design?

Four major design types with relevance to user research are experimental, quasi-experimental, correlational and single subject. These research designs proceed from a level of high validity and generalizability to ones with lower validity and generalizability.

Which of the following is generally a weakness of experimental designs?

Weaknesses: The main weakness of the experimental method is their dependence on what many see as an "artificial" environment. People may behave differently in the experimental setting than they would under more ordinary conditions.