Sampling Techniques Flashcards
– the process of choosing a representative portion of a population
Sampling
universe; the entire group or set of individuals or items which is the focus of an investigation
Population
group or set about which generalization will be made
• TOPIC POPULATION
group or set of individuals who furnish the needed info; who answers
• RESPONDENT POPULATION
– set of individuals which information is originally desired
• TARGET POPULATION
a subset or portion of population
• SAMPLE
one of the units selected for the purpose of sampling
• SAMPLING UNIT
to an orderly and complete list of sampling units
• SAMPLING FRAME
definite plan for obtaining a sample from a given population
• SAMPLING DESIGN
- each unit of the population has known probability of being selected or included in the sample
PROBABILITY SAMPLING
– basic and best-known probability sampling; gives each unit in the population an equal probability
• Simple random sampling
modified version of simple random sampling; less time consuming & easier to implement; total number of units divided by desired sample size, yielding a sampling interval
• Systematic sampling
separating the population units into non-overlapping groups determined by certain characteristics
• Stratified sampling
an area sampling because it is frequently applied on a geographical basis
• Cluster sampling
several stages or phases in drawing; population are grouped into hierarchy of units and sampling is done successively
• Multi-stage sampling
- each unit of the population will be selected is not known, nor is there any assurance that every unit has some chance of being included
NON-PROBABILITY SAMPLING
judgemental sampling, uses good judgement in selecting respondents who best meet the purpose of the study
• Purposive sampling
accidental sampling; take the closest persons/convenient
• Convenience sampling
non-probability sampling equivalent of stratified sampling; added requirement that each stratum or group is generally represented in the sample
• Quota sampling
- by referral; requires identification of a few persons who met requisite characteristics important to the study; person acts as informants to identify others
• Snowball sampling
- multi - method, multi-trait and triangulation; difficult to apply
MIXED-METHODS SAMPLING
- multi - method, multi-trait and triangulation; difficult to apply
MIXED-METHODS SAMPLING
utilizes telephone numbers as sampling units; dominant survey methodology since the 1980s
• Telephone-Based sampling
email ad, website visits, & recruited users of the internet are utilized as sampling units
• List-based; sampling of website visits & sampling from recruited panels of potential participants
• Web-based
postal addresses are utilized as sampling units; used mostly in national surveys
• Address-based
- Units of time (may vary) are used as sampling units; studying repeated outcomes that vary a great deal over time
• Time-based
– area, spatial, location-based, venue-based & facility-based sampling; utilize space as a sampling unit
• Space-based