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100 Cards in this Set

  • Front
  • Back
What are three types of research?
Experimental, Quasi-experimental (Causal comparative), and nonexperimental.
Describe correlational research.
Use to examine relationships between 2 variables. It can also be used to predict behavior or performance.
Describe descriptive research.
Use to describe the characteristics of a phenomenon.
T or F: In descriptive research, the experimenter does not manipulate independent variables.
TRUE.
What are the features of ____? How does ____ happen or contribute to a problem? What can we find out about ___? These are typical questions of ________ research.
Descriptive
How is data expressed in a descriptive research study?
as a summary of information: categories, total number of something, % scores, means, standard deviations, mode, or some type of graphic representation of the data.
Survey research, case studies, small group studies, and longitudinal studies are examples of ________ research.
Descriptive
Which type of research is this describing?: Group assignment and membershjip is pre-determined by classification of participants.
Causal comparative (quasi-experimental)
T or F: In a causal comparative study, you can randomly assign, but not randomly select.
False. Can randomly select, but not assign.
T or F: In experiemental research, you can randomly select and assign.
True.
In which type of research is there "matching"?
Causal comparative
Describe what experimental research design is...
A design which allows for a true test of the difference based on cause/effect relationship. Researcher has complete control over cause.
Which type of research uses control groups?
Experimental
What are some other names for single-subject research designs?
N of 1 or Small n
What type of research design would you use when you want to see the effect of some type of treatment for 1-3 individuals?
Single-Subject
Are case studies generally qualitative or quantitative?
Qualitative
What is a longitudinal study?
Same people studied across time (specific).. takes a while
What is a cross sectional study?
Different people for a particular time frame (ex: 1-3 years). It's a little weaker than longitudinal (and easier).
What is the age difference guideline for matching?
6-12 months.
Why do we "match" in causal comparative studies?
To eliminate other variables that could influence the outcome.
What is this an example of: What is the relationship between the number of credit hours a college student takes per semester and the amount of time they spend at the gym?
Correlational Design
What is this an example of: What is the difference between college males and females in the amount of exercise they do?
Causal comparative
What is this an example of: Is there a difference between the stress level of those who participate in an exercise program three times a week and those who don't exercise weekly?
Experimental... one group needs to be forced to do the program and one group forced not to exercise.
Single subject designs show us how _________ will respond.
Individuals
T or F: For single-subject studies... Observations of behaviors must be reliable-operationally defined.
True
T or F: You don't need any repeated observations for single-subject designs.
False. 6-9 observations per segment.
T or F: For single-subject studies... Stability in behavior should be established before treatment.
True.
Multiple baseline designs allow for multiple conditions or behaviors to be charted at once without spending long periods with each one.. T or F?
True.
Survey research designs tend to collapse data into _______/____ about people who respond to survey's.
Percentages/totals
What are three threats to internal validity on survey research designs?
1) Subject selection
2) Attrition/Mortality
3) Instrumentation
If you have less than __% return on a survey study, it could affect the quality of study.
50%
Generally, how long should it take to complete a survey?
5-10 minutes
What are two types of questions in a survey study?
1) Closed form
2) Open form
What is closed form (in survey study)? What are the advantages/disadvantages of using this form?
Multiple choice/rating scale
Advantage: quicker/data consistency/easier
Disadvantage: no way to put something that matches perspective/ limits the respondance choice
Is closed or open form most common?
Closed.
What are some advantages and disadvantages of open form survey questions?
Advantages: Can tell how they feels bout____ from their words/less ambiguous
Disadvantages: limits # of people that can be surveyed/takes longer/more difficult
Likert scale questions have _____ appearing intervals.
Equal
When asking survey questions, one should avoid asking ______ questions.
Jargon
There four things that you should emphasize in the cover letter of a survey study.. What are they?
1) importance of the study
2) assurance of confidentiality (use code)
3) Offer to send results
4) Emphasize where and when to return the survey
Should there be follow-up contact upon the sending of a survey?
Yes
What does positive correlation mean in correlational research?
That the variables change in the same direction.
What does negative correlation mean in correlational research?
As one variable increases, one decreases.
A straight line in a correlational study means...
There is a perfect correlation.
A circular pattern in a correlational study means...
There is no correlation.
Correlation is measured by the ____________________
Pearson-Moment Correlation
What is the Pearson equation?
r = Degree x and y variables vary as a pair of scores (covariance)
________________________
degree x and y variables vary separately.
T or F: Correlations do not measure cause and effect.
True. Cannot imply that x causes Y even with a high correlation.
To do the Pearson score, you need a minimum of __ pairs of scores.
30
What is it called when you square r (r^2)?
Index of determination of coefficient of determination.
The index of determination tells us...
The amount of Y variance that is associated with changes in X variable.
The index of determination is usually measured as a _______.
Percentage
Here is an example of how an index of determination works:
r= .60, r2 = .36 or 36% of Y variance can be explained by knowing X.
This means that...
64% of the correlation is not accounted for (index of determination).
What is an acceptable substitute for Pearson r?
Spearman Rank Order Correlation
The Spearman Rank Order Correlation is used for...
small number of paired X and Y scores.
The research questions must have an _______ basis.
Empirical
Is it better to look at group or individual performances?
Individual differences.
The type and number of people you obtain for your study is very important.. it should be representative of the population.. T or F?
True.
For the most part, would you consider using homogenous or heterogenous groups more often?
Hetero because of the variability and randomness.
What do the methods of a study typically include?
1) participants
2) testing conditions (materials)
3) procedures
4) data analysis and reliabilitiy
make sure to review..
The charts and handouts in the notes!!!
What are the four participant reactive effects called?
1) Hawthorne Effect
2) John Henry Effect
3) Pygmalion Effect
4) Rosenthal Effect
What is the Hawthorne Effect?
If you know someone is watching, you will behave differently.
What is the John Henry Effect?
Relates to studies where groups are put in competition with one another.
What is the Pygmalion Effect?
Rosenthal discovered: If you tell someone they're smart, they will begin acting smart and other ppl treat them smart.
What is the Rosenthal Effect?
If you tell people what you hope to find, it may bias their behavior.
T or F: It is the same guidelines for number of participants for each type of study.
False. It depends on the type.
T or F: Bigger is better when it comes to sample size of a study?
True.
Simple, Systematic, Stratified, and Cluster are types of what?
Random Sampling
What is the simple type of random sampling?
Taking ppl and drawing names out of a hat/random # list
What is systematic random sampling?
Take every 3rd person on random # list until you get sample
What is stratified random sampling?
take sample that represents the different kinds of ppl that makes up population (PROPORTION)
What is Cluster random sampling?
Look at people in location (some from N, E, S, W, etc. Pieces of population which together represents region as a whole.
Convenience, Snowball, Quote, Matched samples are types of what?
Nonrandom sampling.
What is convenience nonrandom sampling?
Who I can get easily.
What is Snowball nonrandom sampling?
Ask participants to get other people.
What is Quote nonrandom sampling?
Target: need xx number of ppl (happens a lot in causal comparative).
What is Matched samples nonrandom sampling?
Need 10 year old in one group and 10 year old in other group.
What are the 10 factors that affect the internal validity of a study?
1) History
2) Maturation
3) Testing Effects
4) Practice Effects
5) Counterbalancing
6) Instrumentation
7) Statistical Regression
8) Subject Selection
9) Mortality/Attrition
10) Reactive effects: Hawthorne, John Henry, Pygmalion, Rosenthal.
Which factor has to do with events that occur during the experiement (outside factors).
History
What are the two factors that involve multiple testing?
History and Maturation
What is Maturation?
Changes that make the subject respond differently due to increased skills/knowledge that occur naturally (INSIDE FACTOR)-- bigger concern with children due to development.
What is Testing Effects?
When people take the same test shortly after the first administration, they will tend to remember how they answered previously. Pretest-posttest (teaching to the task).
What would be a good way of eliminating the testing effect threat?
Test again after some time has expired.
What is Practice Effects?
Similar to testing effects, but this is related to doing tasks repeatedly that leads to increases or decreases in performance.
What does counterbalancing control for?
The "order effects"
What is counterbalancing?
Responses that are affected by all subjects completing items or conditions in the same order. It controls for the "order effects" that could influence data.
What is instrumentation with regards to a threat?
Effects of the instrumentation that was used to collect the data. Biases and lack of calibration can affect the outcome of a study. There are different types of "instrumentation" that need to be calibrated when doing a study (electronic equipment, rating scales, surveys).
What is statistical regression?
People who do very well or very poorly on a task or behavior tend to regress toward the mean after a period of time or naturally as time passes. This effect is usually associated with participants with extreme scores/performance and these scores impact the results. Could affect the analysis of the group results.
How can subject selection be a threat to internal validity?
This is concerned with the way people are selected for the experiment in terms of random or nonrandom sampling. It also relates to how well the sample of people selected represent the population being studied. who and how people are selected for a study can impact the results.
What is mortality/attrition?
Refers to the loss of subjects or people dropping out of a study such as when it is required to participate in several testing sessions. It is also the effect associated with those who don't respond to a survey. If doing matching, it is often difficult to find a suitable replacement.
What are the four reactive effects?
1) hawthorne
2) John Henry
3) Pygmalion
4) Rosenthal
What are the two factors that affect the external validity of a study?
1) reactive effects (hawthorne, john henry, pygmalion, rosenthal)
2) Subject sampling, Size, and Representativeness
What is the potential problem?: The researcher wants to measure subjects' anxiety while performing a timed math test. The researcher chooses to use a rating scale for measuring anxiety that he developed on his own for this experiment.
Instrumentation
What is the potential problem?: A researcher wants to know how children rate violence on TV. The researcher shows all of the children three different videos of three violent acts in the same order. The results show that the third videotape segment was rated the most violent act.
Counterbalancing
What is the potential problem?: During the experiment, the research encourages a few of the subjects to complete the experiment and says "you are doing fine."
Pygmalion effect
What is the potential problem?: A study require a subject to rate the duration of a sound as "normal" or "too long" and has 200 samples to listen to. The trial takes an hour to complete.
Practice effects.
What is the potential problem?: A researcher tells participants that the fitness study they are participating in will be compared to various groups in the company in order for the company to improve the health of employees as a way to cut down on health insurance costs.
John Henry Effect
What is the potential problem?: A survey is conducted and the researchers notice that the participants wrote comments on the side of the answers that indicate they are having difficulty selecting just one of the multiple choice items listed for several of the questions.
Instrumentation-- poor survey that probably wasn't pilot tested.
What is the potential problem?: A researcher is conducting some training with a random set of participants and asks the participants to answer a series of questions. The training lasts for 3 weeks. The researcher decides to analyze the participant response data by simply comparing pre-experiment and post-experiment responses to the questions.
Testing effects, maturation, history (could practice outside of test environment)
What is the potential problem?:
A researcher wants to do a survey of how people in lincoln react to smoking ban in restaurants and bars. What does the researcher need to consider when selecting people to interview?
Subject selection- smokers and nonsmokers..
random sampling