Research And Program Evaluation Flashcards
What is the purpose of applied research?
Its conducted to advance our knowledge of how theories, skills and techniques can be used in terms of pratical application
What is the most valuable type of research?
Experiments aimed to discover cause and effect relationships
Whats a quasi-experiment?
Its when the researcher uses preexisting groups and the IV cannot be altered (ex: gender, ethnicity). Can determine cause/effect.
What is internal validity?
Refers to whether the DVs were truly influenced by the experimental IVs or whether other factors had an impact
Whats external validity?
Whether or not the experimental results can be generalized to large populations
What are some threats to internal validity?
- Maturation of subjects (psychological and physical changes including fatigue)
- Instruments used to measure bx
- Mortality (subjects withdrawing)
- Statistical regression
What does it mean when experiments emphasize parisomy?
Interpreting the results in the simplest way
Occams Razor suggests that experimenters…
Interpret the results in the simplest manner
Parisomy is equivalent to the word…
Parsimony
What is an “ex post facto study?”
Meaning “after the fact”
Whats an IV?
The variable the experimenter manipulates, controls, alters, or wishes to experiment with
Whats a DV?
Expresses the outcome or data in regards to factors you wish to measure
What is a control group?
They do not recieve the IV. Only the experimental group recieves the IV.
If you cannot randomly assign subjects, what type of experiment would it be?
Quasi-experiments
How many ppl do you need for a true experiment?
At least 30
Who’s work is closely related to hypothesis testing?
R.A. Fisher
Whats a null hypothesis?
Asserts there will not be a significant difference between the experimental group and control group (samples will stay the same)
When does a null hypothesis take place?
When an IV does not affect the DV
Whats an experimental hypothesis?
Suggests that a difference will be evident between the control and experimental group
Whats an affirmative hypothesis?
Asserts that the IV has indeed caused a change
Whats a percentile rank?
Its a descriptive stat that explains what percentage of the cases fell below a certain level
Whats a between subjects design?
When theres different subjects for each condition. Each subject recieves only one value of the IV.
Whats a within-subject design?
When the same subjects are employed (also referred to as repeated measures). 2 or more values/levels are administered to each subject
What does the letter P refer to in relation to a test of significance?
Probability/ level of significance
Whats a parameter?
Summarizes the characteristics of a population
Whats ethnographic research?
Involves research that is collected via interviews, observations and inspection of documente
What is the accepted probability level in social sciences?
.05 or less
Whats another way to refer to the level of significance?
Confidence level
Whats a type I error?
Alpha
Whats a type II error?
Beta
When does the type I (alpha error) occur?
When the researcher rejects the null hypothesis when its true
Whats a type II (beta) error?
When the researcher accepts the null when its false
What happens when you lower the statistical level (ex: .05 to .01)
Lowers Type I errors but raises the chance of committing type II errors
How do you test for significant differences between groups?
t Tests
How do you test for significance with more than 2 groups?
ANOVAs. They test when theres more than one level of the single IV.
Whats an ANCOVA?
Tests 2 or more groups while controlling for extraneous variables
What test do you use for two IVs?
Two way ANOVA
What table do you look at for ANOVAs?
Consult a table for F values
Whats a correlation coefficient?
Statistic that indicated the degree or magnitude of the relationship between 2 variables