HYPOTHESIS AND ITS IMPORTANCE
NAME- SHUBHASHIS MONDAL
STUDENT CODE- BWU/BRI/22/117
PROGRAM NAME- BMRIT
COURSE NAME- RESEARCH METHODOLOGY
COURSE CODE- BMRITC606
Introduction of Hypothesis
Hypothesis are define as the formal statement of the
tentative or expected prediction or explanation of the
relationship between two or more variable under study.
A hypothesis in medical research helps to translate the
research problem and objective into a clear explanation or
prediction of the expected result or out come of the study.
Ex: Students who receive counselling will show a greater
increase in creativity than students not receiving counselling
Types of hypothesis
Different types of hypotheses:
Simple hypothesis.
Complex hypothesis.
Null hypothesis.
Alternative hypothesis
Simple hypothesis
• A simple hypothesis predicts a relationship between one
independent variable (IV) and one dependent variable (DV)
Ex: Administering 500 mg of paracetamol reduces body temperature in
patients with fever.
Ex: smoking leads to cancers.
• The higher ratio of unemployment lead to crime.
Complex Hypothesis
• A complex hypothesis is a type of hypothesis that predicts a
relationship involving two or more independent variables (IVs),
dependent variables (DVs).
• Helps in studying interactions between multiple factors.
Ex: Dietary changes and regular exercise reduce blood sugar levels and
cholesterol in diabetic patients.
Ex: Smoking and alcohol consumption increase the risk of heart disease
and liver damage.
Null Hypothesis(H )
₀
• A null hypothesis is a statement that there is no effect, no
difference, or no relationship between two or more variables in a
study.
• It acts as the default or starting assumption in statistical testing,
and researchers aim to reject it in order to support an alternative
hypothesis.
Ex: The vaccine does not reduce the infection rate compared to no
vaccination
Alternative hypothesis(Ha)
• The alternative hypothesis is a statement that suggests there is an
effect, difference, or relationship between variables.
• The alternative hypothesis says “something is happening
• Can be directional (predicts the direction of change) or non-
directional (just predicts a difference)
Ex: The new vaccine reduces the risk of infection more effectively than
the standard vaccine.
Characteristics of hypothesis
• Hypothesis should be clear and precise. If the hypothesis is not clear and
precise, the inferences drawn on its basis cannot be taken as reliable.
• Hypothesis should be capable of being tested.
• Hypothesis should state relationship between variables, if it happens to
be a relational hypothesis.
• Hypothesis should be limited in scope and must be specific. A
researcher must remember that narrower hypotheses are generally more
testable and he should develop such hypotheses.
• Hypothesis should be stated as far as possible in most simple terms so
that the same is easily understandable by all concerned .
Important of hypothesis
• It gives the study a clear direction and focus.
• identify what the researcher aims to investigate or prove
• In applied fields like medicine or policy-making, it guides practical
decisions
• Encourages follow-up studies and in-depth exploration
• Reduces the chance of irrelevant findings or bias
• Keeps the researcher from straying off-topic or collecting
unnecessary data.
THANK YOU

HYPOTHESIS AND ITS IMPORTANCE.pptx.by Shubhashis

  • 1.
    HYPOTHESIS AND ITSIMPORTANCE NAME- SHUBHASHIS MONDAL STUDENT CODE- BWU/BRI/22/117 PROGRAM NAME- BMRIT COURSE NAME- RESEARCH METHODOLOGY COURSE CODE- BMRITC606
  • 2.
    Introduction of Hypothesis Hypothesisare define as the formal statement of the tentative or expected prediction or explanation of the relationship between two or more variable under study. A hypothesis in medical research helps to translate the research problem and objective into a clear explanation or prediction of the expected result or out come of the study. Ex: Students who receive counselling will show a greater increase in creativity than students not receiving counselling
  • 3.
    Types of hypothesis Differenttypes of hypotheses: Simple hypothesis. Complex hypothesis. Null hypothesis. Alternative hypothesis
  • 4.
    Simple hypothesis • Asimple hypothesis predicts a relationship between one independent variable (IV) and one dependent variable (DV) Ex: Administering 500 mg of paracetamol reduces body temperature in patients with fever. Ex: smoking leads to cancers. • The higher ratio of unemployment lead to crime.
  • 5.
    Complex Hypothesis • Acomplex hypothesis is a type of hypothesis that predicts a relationship involving two or more independent variables (IVs), dependent variables (DVs). • Helps in studying interactions between multiple factors. Ex: Dietary changes and regular exercise reduce blood sugar levels and cholesterol in diabetic patients. Ex: Smoking and alcohol consumption increase the risk of heart disease and liver damage.
  • 6.
    Null Hypothesis(H ) ₀ •A null hypothesis is a statement that there is no effect, no difference, or no relationship between two or more variables in a study. • It acts as the default or starting assumption in statistical testing, and researchers aim to reject it in order to support an alternative hypothesis. Ex: The vaccine does not reduce the infection rate compared to no vaccination
  • 7.
    Alternative hypothesis(Ha) • Thealternative hypothesis is a statement that suggests there is an effect, difference, or relationship between variables. • The alternative hypothesis says “something is happening • Can be directional (predicts the direction of change) or non- directional (just predicts a difference) Ex: The new vaccine reduces the risk of infection more effectively than the standard vaccine.
  • 8.
    Characteristics of hypothesis •Hypothesis should be clear and precise. If the hypothesis is not clear and precise, the inferences drawn on its basis cannot be taken as reliable. • Hypothesis should be capable of being tested. • Hypothesis should state relationship between variables, if it happens to be a relational hypothesis. • Hypothesis should be limited in scope and must be specific. A researcher must remember that narrower hypotheses are generally more testable and he should develop such hypotheses. • Hypothesis should be stated as far as possible in most simple terms so that the same is easily understandable by all concerned .
  • 9.
    Important of hypothesis •It gives the study a clear direction and focus. • identify what the researcher aims to investigate or prove • In applied fields like medicine or policy-making, it guides practical decisions • Encourages follow-up studies and in-depth exploration • Reduces the chance of irrelevant findings or bias • Keeps the researcher from straying off-topic or collecting unnecessary data.
  • 10.