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59 Cards in this Set

  • Front
  • Back
Study element
A single unit about which information is collected
Population
The total set of possible subjects.
Sample size
the number of data sources that are selected
Sample
representative subset of subjects observed for the purpose of making inferences about the population
Unit of Analysis
Sampling units
Inferential Statistics
Inferring information about a population sample
Allow us to draw conclusions about populations based on sample data
Sampling Frame
A realistic version of your population
The ones you can identify and access
Representativeness
What the population of interest is
What the sampling procedure employed in recruiting subjects is.
Obtaining a Representative sample
Define population of interest
Use a sampling frame
Operational definition of the population that provides the basis for sampling
Definition of Non-Probability Sampling
Sample that is not generalizable to the population; not a random sample
Convenience Sampling
A group of people that is convenient to access
Purposive Sampling
Samples chosen for a particular purpose
Investigator relies on his or her judgment to select units that are representitive of population
Snowball sampling
This sampling method asks study participants to make referrals to other potential participants, who in turn make referrals to other participants
Quota sampling
sets quotas for key categories to identify how many members of the sample should be put into those categories.
Simple random sampling
a group of subjects are selected from a larger population, and each member of the population has an equal chance of being chosen at any point during the sampling
Systematic sampling
Involves the use of a list of members of the population
starts at randomly selected point and used a skip interval to select people in the study
Stratified Random sampling
A type of sampling that uses a technique in which different subcategories representing theories on which a study is based
Cluster Sampling
Clusters are identified that are representative of the entire population and then are sampled randomly within each cluster, letting each cluster represent the population.
County > City> Neighborhoods
Statistical Power
The probability that research will identify a statistical effect when it occurs.
5 Steps in Selecting a Representative Survey Sample
1. Define the population
2. Specify sampling elements
3. Secure adequate sampling frame
4. Select sampling method
5. Determine required sample size
Causality Requires:
1. Time order- A must precede B
2. Co-variation- Changes in A must accompany B
3. Non-spuriousness- There isn't anything else causing B
Experiment Notation
R
X
O
R=Random assignment
X= Stimulus
O= observation or measurement
Random Assignment
Subjects are randomly assigned to groups
Random Selection
Subjects are randomly selected from the population
Internal Validity
Confidence in the conclusions about the effects of an independent variable on a dependent variable
External Validity
Confidence in the generizability of research findings to and across populations and sets of interest
Threats to internal validity
History
Maturation
Testing
Instrumentation
Mortality
Hawthorne Effects
History
Events occur between the time the treatment level is assigned to the subjects and the time the DV is measured which might affect DV
Maturation
Change within subjects occurs somply as a function of the passage of time (going older, stronger, larger, more experienced)
Testing
Repeated testing of subjects may result in familiarity with the testing situation or acquisition of information that can affect the DV
Instrumentation
Changes in the calibration of a measuring instrument, shifts in the criteria used by observers and scores, or unequal intervals in different ranges of a measuring instrument can affect the measurement of the DV
Mortality
The loss of subjects in the various treatment conditions may alter the distribution of subject characteristics across treatment groups
Compensatory rivalry
Subjects in some treatment level receive desirable goods, social competition may motivate the subjects in the other group to attempt to reverse or reduce the anticipated effects of the desirable treatment levels
Resentful Demoralization
If subjects learn that the treatment level to which they have been assigned received less desirable goods or services, they may experience feelings of resentment and demoralization
Quasi-Experiments
Used when random assignment is not possible to due practical or ethical reasons
One shot case study
X --> O

Maturation
History
Mortality
One Group Pretest-Posttest
O1--> X --> O2

Maturation
History
Testing
Non-Equivalent Group Design
X --> O1
--> O2
Mortality
Maturation
Hawthorne Effects (both)
Post Test Only Control Group Design
R
X --> O1
--> O2

History
Maturation
Pre-Test, Post Test, Control Group Design
R
O1 --> X --> O2
O1 --> --> O2
Hawthorne effects
Solomon Four-Group Design
R
O1--> X -->O2
O1--> --> O2
X --> O2
-->O2
Controls for all of the commonly identified threats to internal vailidity
Factorial Design
Experiments with two or more independent variables.
Factorial Notation
Each number represents an independent variable. The value of each number represents the number of levels of the IV.
ex. 2 x 2= Two independent variables, each with two levels
3 x 3 = Two independent variables with three levels each.
Main Effect
Shows us differences between the levels of each independent variable.
ex. Aggression scores for men and women are parallel with men having more aggression.
Means are parallel
Interaction
Shows us whether there are differences between the different combinations of the two IVs.
ex. As men play more violent video games, aggression level increases.As women play more violent video games, aggression levels decrease.
Means meet.
Content analysis
A quantitative methodology that allows researchers to quantify content, including the content of participant responses or the context of media texts
Inter-Rater reliability
The extent to which coders agree what units belong in which category
Intra-rater reliability
The extent to which a single coder's assignments at time one agree with his assignment at time two.
Participant Observation
When a researcher is participating in the life of others, but is still observing as a naive outsider who doesn't understand exactly what's going on and needs to, ask, explore and try on the experience
Complete Observer
Researchers that have little to no interaction with the people being observed
Observer-as-participant
researcher interacts casually with participants, but still remains primarily an observer, and does not become a member of the group being studied.
Peripheral-member researchers
researchers who have some level of involvement with a group without core group involvement
Active-member researchers
Researchers that become involved with central activities but do not fully commit themselves to the group
Complete Member Researcher
Researcher who studies settings in which he is already members or with which he is already affiliated
Descriptive Observation
Everything is observed no matter how small and is usually done when a researcher is first in the field
Focused observation
Things that are irrelevant are ignored and not observed, and is usually done when a researcher has been in a field for awhile
Selective observation
researchers concentrate on certain activities based on additional analyses, interviews, coding, and so on, as their time in the field is winding down
In-depth interviews
Opportunities for participants to describe their worlds, in concert or negotiation with researchers.
Involves co-constructing a narrative with a participant, to understand his history and version of the story.
Focus Group
In-depth group discussion on a specific situation or topic of interest, made up of five to twelve participants and a moderator