Scientific process Flashcards
What is the aim of a study?
A general statement about what the researcher intends to study.
States the purpose of the study.
What is a ‘hypothesis’?
A precise and testable statement that states the relationship between variables.
What are the two types of hypotheses?
Directional
Non-Directional
What is a directional (one tailed) hypothesis?
Predicts the nature of the effect of the independent variable on the dependent variable.”THERE WILL BE NO DIFFERENCE”
What is a non-directional (two tailed) hypothesis?
Predicts that the independent variable will have an effect on the dependent variable, but the direction of the effect is not specified. It just states “THERE WILL BE A DIFFERENCE.”
What is an experimental/ alternate hypothesis?
States that there is a relationship between the two variables being studied (one variable has an effect on the other)
What is a null hypothesis?
Predicts there will not be a difference or effect between two variables.
What is a sample?
Small group of participants the researchers is interested in.
Define the target population.
A specific group of people the researchers is often interested in.
What are two methods to gain a random sample?
Lottery method
Random number generator
What is an opportunity sample?
Recruit those people who are most convenient or most available.
What is a random sample?
A sample of participants produced by using a technique such that every member of the target population being tested has an equal chance of being selected.
What is a volunteer sample?
Also known as a self-selected sample. To recruit participants, advertisements are placed in a newspaper or on a noticeboard.
What is a systematic sample?
A sample obtained by selecting every nth person.
What is a stratified sample?
Subgroups also known as strata within a population are identified. participants are obtained from each of the strata in proportion to their occurrence in the population.
Strengths and weaknesses of opportunity sampling.
+ Quick way and easy of choosing participants
+ Easy to locate a sample.
- It may not provide a representative sample, and could be biased.
- Inevitably biased due to sample being drawn from a small part of the population.
Strengths and weaknesses of random sampling.
+ Least bias method of sampling as all members of the target population have equal chance of being selected.
+ Findings can be applied to the entire population base (generalised).
- May not truly represent the target population.
- It is a complex and time-consuming method of research.
With random sampling, every person or thing must be individually interviewed or reviewed so that the data can be properly collected.
Strengths and weaknesses of Volunteer/self-selected sampling.
+ This method allows the researcher to reach a range of potential ppts as many different people will see the advertisements and be able to respond.
+ Participants will all be happy and willing to participate. (reduces ethical issues)
- It will be biased towards a certain type of person as only people with a personal interest in the research topic will volunteer.
- Results can’t be generalised.
Strengths and weaknesses of stratified sampling.
+ Unbiased.
+ Highly representative of the target population and therefore we can generalise from the results obtained.
- Gathering such a sample would be extremely time consuming and difficult to do.
- Care must be taken to ensure each key characteristic present in the population is selected across strata, otherwise this will design a biased sample.
Strengths and weaknesses of systematic sampling.
+ Should provide a representative sample- unbiased.
+ Gives researchers a degree of control. It can help eliminate cluster selection.
- Very difficult to achieve (i.e. time, effort and money).
- Method isn’t truly random unless you select a random number at random to begin with.
What is sampling bias?
Happens when some members of a sample population are more likely to be selected in a sample than others. Sampling bias limits the generalisability of sample findings because it is a threat to external validity (specifically population validity).
What is generalisation?
Taking something specific and applying it more broadly.
What is a pilot study?
This is a practice run of the proposed research project. Researchers will use a small number of participants and run through the procedure with them. The purpose of this is to identify any problems or areas for improvement in the study design before conducting the research in full. A pilot study may also give an early indication of whether the results will be statistically significant.
For example, if a task is too easy for participants, or it’s too obvious what the real purpose of an experiment is, or questions in a questionnaire are ambiguous, then the results may not be valid. Conducting a pilot study first may save time and money as it enables researchers to identify and address such issues before conducting the full study on thousands of participants.
What is experimental design?
The different ways in which the testing of participants can be organised in relation to the experimental conditions.