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32 Cards in this Set

  • Front
  • Back
Population
The entire set of individuals or other entities to which study findings are to be generalized.
Sample
A subset of a population that is used to study the population as a whole.
Elements
The individual members of the population whose characteristics are to be measured.
Census
Research in which information is obtained through responses from or information about all available members of an entire population.
Sampling (Rationale)
A subset of a population that is used to study the population as a whole. (How will we pick our sample?)
Probability Sampling
Sampling methods that rely on a random or chance selection method so that the probability of selection of populate elements is known. Every member of the population has some chance of being selected because you are using a random selection procedure.
Simple Random Sampling (Probability Method)
A method of sampling in which every sample element is selected purely on the basis of chance through a random process.

a) Lottery Method: Develop n accurate sampling frame. (Fish bowl)
b) Random Number Method: Develop accurate sampling frame- assign a number to each population member, use random number generator.
Systematic Random Sampling (Probability Method)
Develop accurate sampling frame, determine sampling interval (n= population size / sample size) select random starting point; pick every n-th element until you get desired sample size.
Stratified Random Sample (Probability Method)
Use information known about population ahead of time to make sampling more efficient Organizing sampling frame according to important characteristics, randomly select from groups. (Racial or ethnic diversity - or lack of)
Random Sampling
A method of sampling that relies on a random, or chance, selection method so that every element of the sampling frame has a known probability of being selected .
Bias
Sampling bias occurs when some population characteristics are over - or underrepresented in the sample because of particular features of the method of selecting the sample.
Sampling Frame
A list of all elements or other units containing the elements in a population.
Non-probability Sampling Methods
Sampling methods in which the probability of selection (of population elements) is unknown. Not every member of the population has a chance of selection because no random selection procedure.
Convenience (Availability) Sampling (Non-Prob Metod)
Find some place where population members are located; select first available population members you identify unit desired sample size reached.
Quota Sampling (Non-Prob Metod)
Quotas set to ensure sample represents certain characteristics in proportion to occurrence in population. Once set find first population members available to fill the quota.
Purposive Sampling (Non-Prob Metod)
Elements are selected for a purpose, usually because of their unique position.
Snowball Sampling (Non-Prob Metod)
Start by identifying one population member, select to be in sample. Then you ask them for contact information on other population members. Used when studying underground, or hard to reach groups.
Multi-Stage (Cluster) Sampling
Very large population, no sampling frame, make use of available information. Sampling in which elements are selected in two or more stages, with the first stage being the random selection of naturally occurring clusters and the last stage being the random selection of elements within clusters.
Random Digit Dialing
Give every telephone number in target population some chance of selection.
-3 digit area code
-3 digit exchange number
-4 digit telephone number
Measurement
Process of assigning values to our variables.
Concept
A mental image that summarizes a set of similar observations, feelings, or ideas.
Conceptualization
The process of specifying what we mean by a term. In deductive research, conceptualization helps to translate portions of an abstract theory into testable hypotheses involving specific variables. In inductive research, conceptualization is an important part of the process used to make sense of related observations.
Operation
A procedure for identifying or indicating the value of cases on a variable.
Operationalization
The process of specifying the operation that will indicate the value of cases on a variable.
Conceptual Definition
A clear and concise definition that is simply stated, doesn't include the concept, is accurate, and specific.
Indicator (Common Options)
1) Ask a question - Ask subjects direct question of info needed to record
2) Make an observation - Watch for what we want to measure when / how much it's occurred; assign appropriate value
3) Existing Records / Stats - Locate previously collected info, public domain or contact, use it to assign value to our variable.
Validity
The state that exists when statements or conclusions about empirical reality are correct.
Reliability
A measurement procedure yields consistent scores when the phenomenon being measured is not changing.
Belmont Report (Three Basic Principles)
1) Respect for persons - Treating persons as autonomous agents and protecting those with diminished autonomy
2) Beneficence - Minimizing possible harms and maximizing benefits.
3) justice - Distributing benefits and risks of research fairly.
Debriefing
A researcher's informing subjects after an experiment about the experiment's purposes and methods and evaluating subjects' personal reactions to the experiment.
Informed Consent
Participants have to agree to be in the study, signing a waver.
Confidentiality.
Provided by research in which identifying information that could be used to link respondents to their responses is available only to designated research personnel for specific research needs.