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How to develop a
hypothesis
by Vimbainashe
Mutema 151494
Table of contents
✖Definition
✖Nature of Hypothesis
✖Types
✖How to formulate
hypotheses in
quantitative and
qualitative research
Definition
• “Hypothesis is a formal statement
that presents the expected
relationship between an independent
and dependent variable.”(Creswell,
1994)
• “It is a tentative prediction about the
nature of the relationship between
two or more variables.”
Nature of the hypothesis
✖The hypothesis is a clear statement of
what is intended to be investigated. It
should be specified before research is
conducted and openly stated in
reporting the results.
✖This allows to:
 Identify the research objectives
 Identify the key abstract concepts involved in the
research
 Identify its relationship to both the problem statement
and the literature review
NATURE HYPOTHESIS
✖A problem cannot be scientifically
solved unless it is reduced to hypothesis
form.
✖It is a powerful tool of advancement of
knowledge, consistent with existing
knowledge and conducive to further
enquiry
✖It can be tested – verifiable or
falsifiable
NATURE OF HYPOTHESIS
✖Hypotheses are not moral or
ethical questions
✖It is neither too specific nor to
general
✖It is a prediction of
consequences
✖It is considered valuable even
if proven false
Types of hypotheses
NULL HYPOTHESES
Designated by: H0 or
HN
Types of hypotheses
ALTERNATIVE
HYPOTHESES
Designated by: H1 or
HA
✖The null hypothesis represents a theory
that has been put forward, either
because it is believed to be true or
because it is to be used as a basis for
argument, but has not been proved.
Null Hypothesis
✖The alternative hypothesis is a
statement of what a hypothesis test is set
up to establish.
example
✖In a market test of a new product
packaging, the null hypothesis might be
that the new packaging is no better, on
average, than the current packaging. We
would write
H0: there is no difference between the two
packages on average.
✖The alternative hypothesis might be that:
the new packaging has a different effect, on
average, compared to that of the current
packaging.
✖We would write
H1: the two packages have different effects, on
average.
✖ The new packaging is better, on average,
than the current packaging.
We would write
H1: the new packaging is better than the current
packaging, on average.
We give special consideration to the null hypothesis because...
• This is due to the fact that the null hypothesis
relates to the statement being tested, whereas the
alternative hypothesis relates to the statement to
be accepted if / when the null is rejected.
• The final conclusion, once the test has been
carried out, is always given in terms of the nu1ll
hypothesis. We either 'reject H0 in favor of H1' or
'do not reject H0'; we never conclude 'reject H1', or
even 'accept H1'.
• If we conclude 'do not reject H0', this does not
necessarily mean that the null hypothesis is true,
it only suggests that there is not sufficient
evidence against H0 in favor of H1; rejecting the
null hypothesis then, suggests that the alternative
hypothesis may be true
The formulation of the hypothesis basically varies with the kind
of research project conducted
Qualitative
Quantitative
Qualitative approach
• The use of Research Questions as opposed to
objectives or hypothesis, is more frequent
Characteristics
o Use of words- what or how. Specify whether
the study: discovers, seeks to understand,
explores or describes the experiences
o Use of non-directional wording in the
question. These questions describe, rather
than relate variables or compare groups.
o The questions are under continual review and
reformulation-will evolve and change during
study.
o The questions are usually open-ended,
without reference to the literature or theory.
o Use of a single focus.
Quantitative Approach
 In survey projects the use of research
questions and objectives is more
frequent In experiments the use of
hypotheses are more frequent
 Represent
comparison between variables
relationship between variables
Characteristics
✖The testable proposition to be deduced
from theory.
✖Independent and dependent variables
to be separated and measured
separately
✖To be either writing-questions, or
objectives or hypotheses, but not a
combination.
✖Consider the alternative forms for
writing and make a choice based on the
audience for the research.
Thanks!
Any questions?

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How to develop a hypothesis

  • 1. How to develop a hypothesis by Vimbainashe Mutema 151494
  • 2. Table of contents ✖Definition ✖Nature of Hypothesis ✖Types ✖How to formulate hypotheses in quantitative and qualitative research
  • 3. Definition • “Hypothesis is a formal statement that presents the expected relationship between an independent and dependent variable.”(Creswell, 1994) • “It is a tentative prediction about the nature of the relationship between two or more variables.”
  • 4. Nature of the hypothesis ✖The hypothesis is a clear statement of what is intended to be investigated. It should be specified before research is conducted and openly stated in reporting the results. ✖This allows to:  Identify the research objectives  Identify the key abstract concepts involved in the research  Identify its relationship to both the problem statement and the literature review
  • 5. NATURE HYPOTHESIS ✖A problem cannot be scientifically solved unless it is reduced to hypothesis form. ✖It is a powerful tool of advancement of knowledge, consistent with existing knowledge and conducive to further enquiry ✖It can be tested – verifiable or falsifiable
  • 6. NATURE OF HYPOTHESIS ✖Hypotheses are not moral or ethical questions ✖It is neither too specific nor to general ✖It is a prediction of consequences ✖It is considered valuable even if proven false
  • 8. NULL HYPOTHESES Designated by: H0 or HN Types of hypotheses ALTERNATIVE HYPOTHESES Designated by: H1 or HA
  • 9. ✖The null hypothesis represents a theory that has been put forward, either because it is believed to be true or because it is to be used as a basis for argument, but has not been proved. Null Hypothesis
  • 10. ✖The alternative hypothesis is a statement of what a hypothesis test is set up to establish.
  • 11. example ✖In a market test of a new product packaging, the null hypothesis might be that the new packaging is no better, on average, than the current packaging. We would write H0: there is no difference between the two packages on average.
  • 12. ✖The alternative hypothesis might be that: the new packaging has a different effect, on average, compared to that of the current packaging. ✖We would write H1: the two packages have different effects, on average. ✖ The new packaging is better, on average, than the current packaging. We would write H1: the new packaging is better than the current packaging, on average.
  • 13. We give special consideration to the null hypothesis because... • This is due to the fact that the null hypothesis relates to the statement being tested, whereas the alternative hypothesis relates to the statement to be accepted if / when the null is rejected. • The final conclusion, once the test has been carried out, is always given in terms of the nu1ll hypothesis. We either 'reject H0 in favor of H1' or 'do not reject H0'; we never conclude 'reject H1', or even 'accept H1'. • If we conclude 'do not reject H0', this does not necessarily mean that the null hypothesis is true, it only suggests that there is not sufficient evidence against H0 in favor of H1; rejecting the null hypothesis then, suggests that the alternative hypothesis may be true
  • 14. The formulation of the hypothesis basically varies with the kind of research project conducted Qualitative Quantitative
  • 15. Qualitative approach • The use of Research Questions as opposed to objectives or hypothesis, is more frequent Characteristics o Use of words- what or how. Specify whether the study: discovers, seeks to understand, explores or describes the experiences o Use of non-directional wording in the question. These questions describe, rather than relate variables or compare groups. o The questions are under continual review and reformulation-will evolve and change during study. o The questions are usually open-ended, without reference to the literature or theory. o Use of a single focus.
  • 16. Quantitative Approach  In survey projects the use of research questions and objectives is more frequent In experiments the use of hypotheses are more frequent  Represent comparison between variables relationship between variables
  • 17. Characteristics ✖The testable proposition to be deduced from theory. ✖Independent and dependent variables to be separated and measured separately ✖To be either writing-questions, or objectives or hypotheses, but not a combination. ✖Consider the alternative forms for writing and make a choice based on the audience for the research.