Target Population
The whole population whose behaviour is being studied
Sample Frame
The total group of people from which a sample can be drawn
Sample
A selection/subset from the sample frame population who are participants in a research study
What should a sample be?
A given sample should be representative of the target population; the researchers should be able to generalise the findings of a study to the entire target population
Weakness of ALL types of SAMPLING
The selected participants may refuse to take part in the study, influencing final results due to certain personality types or other factors
Random Sampling
Where every member of the sample frame has an equal chance of being selected to be used in the sample
How is Random Sampling completed?
All names from the given sample frame will be assigned a number and then put into a computer random number generator
Strengths of RS
Removes/Reduces potential Researcher bias since all members of the sample frame have a chance to be included in the sample;
-Prevents the selection of certain groups that could sway results
Weakness of RS
The sample may be overly representative of certain groups WITHIN the target population whilst being under representative of others
-All of the chosen participants may have high levels of skill, memory, or all come from the same group
Volunteer Sampling
Requires participants to offer themselves to take part in a research study; SELF-SELECTING
How is Volunteer Sampling completed?
Researcher/s will place advertisements in various places (Local newspapers, Noticeboards, Flyers, Online, etc.) to ask for people’s participation.
Should ALL INCLUDE dates, phone numbers/email addresses for contacting the researchers as well as any further information the researchers deem necessary to know beforehand.
Strengths of VS
More ETHICAL;
Only those interested in the topic of the study taking place will likely be volunteering/willing to be involved
Individuals from the sample frame will not feel pressured into taking part
Not as time-consuming as others
Weakness of VS
Tend to attract participants with a certain personality type; motivated, similar characteristics, types of behaviour
-Cannot be generalised to the whole population, given that others within the group may have been unwilling
Opportunity Sampling
When the researcher selects participants who are available at a certain time and place
How is Opportunity Sampling completed?
The researcher will go to a location where they can access their target population, asking various people who are available to take part in the study
-Continuing until they have the number of participants required
Strengths of OS
Highly convenient, not taking excessive time/effort to conduct; given that the location and individuals are readily available
Weakness of OS
May not be fully representative of the target population; given that the sample only considers those who are at a certain place at a certain time- cannot be GENERALISED to the target population
How is OS susceptible to researcher bias
Researcher/s have control of which kinds of people they ask, so may avoid specific types of individuals
Stratified Sampling
Selecting participants based on their characteristics to represent the target population
-The target population is divided into various characteristics and the sample is selected so that all characteristics are represented in ratio are DIRECTLY PROPORTIONAL
Strata
Non-overlapping subgroups of a population, created by dividing the population into distinct categories based on shared characteristics that are significant to research being conducted
How is Stratified Sampling completed?
Researcher/s will determine the target population’s strata for a certain demographic, then selecting a certain number of participants that meet the proportions/ratios of the target population
How is SS directly proportional?
By dividing the target population into certain characteristics and deciding a sample based upon that; the sample remains GENERALIABLE to thee target population
Strengths of SS
Can be used to determine the attitudes/behaviours of particular individuals; GENERALISABLE
Weakness of SS
Time-consuming and impractical to consider the ENTIRE target population, determining strata and their ratios
Not entirely representative of the individuals who do not wish to take part in the study