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HYPOTHESIS
-CHARACTERISTICS
-TYPES
--FORMULATION
-TESTING
HYPOTHESIS
• Greek word
• Hypo+ thesis= hypothesis
• Hypo- under or below, Thesis- a reasoned theory or
rational view point
• Greek, hypotithenai meaning "to put under" or "to
suppose."
• Meaning: a theory which is not fully reasoned.
• It is used to study facts & examine the validity of the
theory
• A tentative assumption or supposition
• Hunch/Guess
• Employed as a basis for action in search for new
truth
• States what we are looking for
• Proposition which can be put to test to determine
the validity. It may prove to be correct/incorrect
CHARACTERISTICS OF HYPOTHESIS
• H should be clear & concise
• Able to be tested, verifiable
• State relationship between variables
• Limited in scope & specific
• Consistent, non contradictoriness
• Tested within reasonable time
• Simple
IMPORTANCE OF H
• Provides direction to research
• Sensitizes the investigator
• Guide to the thinking process & process of
discovery
• Investigator’s eye
• Focuses research
• Prevents blind research
• Serves as a framework for drawing conclusions
TYPES OF H
The hypothesis can be stated in the following
forms:
1. Null form
2. Prediction form
3. Declarative form
4. Question form
NULL FORM
• It states that no significant difference exists
between the variables concerned.
• Preferred by researcher
• The no difference statement assumes that the
two groups will be tested and found to be equal.
• H0
• One may either reject, or not reject the null
hypothesis; one cannot accept it.
PREDICTION FORM
• It allows the researcher to state principles
which he actually expects to emerge from the
experiment.
• More useful in Action research.
DECLARATIVE FORM
It generally states a relationship between the
variables concerned.
QUESTION FORM
E.g. Is there a significant difference in the
instructional standards of boys and girls schools?
TESTING OF HYPOTHESIS
• Null hypothesis & alternative hypothesis:
E.G Method of teaching A & method of teaching B
If we assume that both the methods are good- H0
If we assume that method A is better then B-Ha
• H0 represents the H we are trying to reject
Ha represents all other possibilities
• Make a formal statement-
• Select a level of significance:
Hypothesis can be tested on a pre-determined
level of significance & as such the same should
be specified.
Generally- either 5% level or 1% level is
adopted.
• If we take α at 5%, it implies that H0 will be rejected
when the sampling result has less than 0.05
probability of occurring if H0 is true.
• If we take α at 5%, it implies that researcher is
willing to take as much as 5% risk of rejecting the H0
when H0 is true.
• The α is the max value of probability of rejecting H0
when it is true & is usually determined in advance
before testing the hypothesis.
The factors that affect the level of significance are:
(i) The magnitude of the difference between
sample means
(ii) The size of the samples
(iii) The variability of measurement within the
samples
(iv) Whether the sample is directional or non-
directional
• Type I and Type II errors
DECISION
ACCEPT H0 REJECT H0
H0 TRUE CORRECT DECISION TYPE I ERROR
(α ERROR)
H0 FALSE TYPE II ERROR
(β ERROR)
CORRECT DECISION
Thank you

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Hypothesis new

  • 2. HYPOTHESIS • Greek word • Hypo+ thesis= hypothesis • Hypo- under or below, Thesis- a reasoned theory or rational view point • Greek, hypotithenai meaning "to put under" or "to suppose." • Meaning: a theory which is not fully reasoned. • It is used to study facts & examine the validity of the theory
  • 3. • A tentative assumption or supposition • Hunch/Guess • Employed as a basis for action in search for new truth • States what we are looking for • Proposition which can be put to test to determine the validity. It may prove to be correct/incorrect
  • 4. CHARACTERISTICS OF HYPOTHESIS • H should be clear & concise • Able to be tested, verifiable • State relationship between variables • Limited in scope & specific • Consistent, non contradictoriness • Tested within reasonable time • Simple
  • 5. IMPORTANCE OF H • Provides direction to research • Sensitizes the investigator • Guide to the thinking process & process of discovery • Investigator’s eye • Focuses research • Prevents blind research • Serves as a framework for drawing conclusions
  • 6. TYPES OF H The hypothesis can be stated in the following forms: 1. Null form 2. Prediction form 3. Declarative form 4. Question form
  • 7. NULL FORM • It states that no significant difference exists between the variables concerned. • Preferred by researcher • The no difference statement assumes that the two groups will be tested and found to be equal. • H0 • One may either reject, or not reject the null hypothesis; one cannot accept it.
  • 8. PREDICTION FORM • It allows the researcher to state principles which he actually expects to emerge from the experiment. • More useful in Action research.
  • 9. DECLARATIVE FORM It generally states a relationship between the variables concerned. QUESTION FORM E.g. Is there a significant difference in the instructional standards of boys and girls schools?
  • 10. TESTING OF HYPOTHESIS • Null hypothesis & alternative hypothesis: E.G Method of teaching A & method of teaching B If we assume that both the methods are good- H0 If we assume that method A is better then B-Ha • H0 represents the H we are trying to reject Ha represents all other possibilities
  • 11. • Make a formal statement- • Select a level of significance: Hypothesis can be tested on a pre-determined level of significance & as such the same should be specified. Generally- either 5% level or 1% level is adopted.
  • 12. • If we take α at 5%, it implies that H0 will be rejected when the sampling result has less than 0.05 probability of occurring if H0 is true. • If we take α at 5%, it implies that researcher is willing to take as much as 5% risk of rejecting the H0 when H0 is true. • The α is the max value of probability of rejecting H0 when it is true & is usually determined in advance before testing the hypothesis.
  • 13. The factors that affect the level of significance are: (i) The magnitude of the difference between sample means (ii) The size of the samples (iii) The variability of measurement within the samples (iv) Whether the sample is directional or non- directional
  • 14. • Type I and Type II errors DECISION ACCEPT H0 REJECT H0 H0 TRUE CORRECT DECISION TYPE I ERROR (α ERROR) H0 FALSE TYPE II ERROR (β ERROR) CORRECT DECISION