Hypotheses Flashcards
Hypothesis definition
Important consideration in the formulation of a research problem in quantitative research
Bring direction, specificity, and focus to a research study
Functions
Brings specificity and focus to your study
Enhances objectivity
Testing of it enables you to conclude what is true or false
Phase 1 of testing
Formulate your hunch or assumption
Phase 2 of testing
Collect the required data
Phase 3 of testing
Analyze data to draw conclusions about that hunch (true or false)
A hypothesis should be:
Measurable
Capable of verification
Related to existing body of knowledge
Null hypothesis
There’s no effect of an intervention on variables
Hypothesis of difference
You stipulate that there will be a difference but you do not predict the magnitude
Hypothesis of point-prevalence
When you have enough knowledge about the situation or phenomenon and you can speculate about the frequency/prevalence/outcome
Hypothesis of association
Stipulates the extent of the relationship or the prevalence of a phenomenon
Type 1 error
Rejection of null hypothesis when it’s true
Type 2 error
Acceptance of null hypothesis when it’s false
Example:
Donated blood is tested for infectious diseases. Tests are performed to see if a toxin is present, and the entire batch is discarded if it is
H0 = the batch does not contain any toxins
Ha = the batch does contain toxins
Type 1 error: we say that the batch does have toxins but it doesn’t
Type 2 error: we say that the batch doesn’t have toxins but it does