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INTRODUCTION
TO
RESEARCH
METHODOLOGY
Dr. Jerry John
Dr.Jerry@KCM
Objectives
Identify
Identify and fully discuss specific situations in which a manager would be better off using an
internal research team, and when an external research team would be more advisable, giving
reasons for the decision
Discuss Discuss what managers should or should not do in order to interact most effectively with
researchers
Explain Explain why managers should know about research
Distinguish Distinguish between applied and basic research, giving examples, and discussing why they fall into
one or the other of the two categories
Describe Describe what research is and how it is defined
Dr.Jerry@KCM
Definition -
Research
• AProcess
• Formal, systematic, intensive
process of scientific method
• Careful inquiry or examination
• Systematic,
controlled,
empirical and critical
investigation
• Unusually stubborn and persisting effort
to think straight (“Research without
important ideas is busy work”)
• The process of finding solutions to a
problem after a thorough study and
analysis of the situational factors.
Dr.Jerry@KCM
Definition
–Research
• Aims of Research
• Discover new information or
relationships; to expand and to
verify existing knowledge
• Gathers new knowledge; discovery of
general principles
• Provide new knowledge
• Investigation of hypothetical
propositions about the
presumed relations among
natural phenomena. End sought
by science (research) is theory
• Tosolve problems and for decision
making purposes (business
research)
Dr.Jerry@KCM
Definition –
Research
Aims of
Research
Gage:
• Increase our power to understand, predict,
control outcomes
• Predict an event by relating it empirically to
antecedents in time
• Control an event by manipulating the
independent variables to which it is
functionally related
Dr.Jerry@KCM
Definition
–
Research
• How of research
• Define the problem areas
• Identify specifically the problems
which need to be studied and
resolved
• Gather information, analyze data
and determine the factors
associated with the problem
• Solve the problem by taking the
necessary
corrective measures
Dr.Jerry@KCM
Definition – BusinessResearch
Business research as an
“organized, systematic, data-based, critical, objective,
scientific inquiry or investigation into a specific
problem”,
undertaken with the
“purpose of find answers or solutions.”
Dr.Jerry@KCM
Definition – BusinessResearch
Quantitative Research
“structured questions usually questionnaires based on
certain scale and analyzed statistically”
Qualitative Research
“open ended questions in a questionnaire, interviews,
observation, or information gathered from various
sources.”
Dr.Jerry@KCM
Definition – BusinessResearch
Basic Research, Fundamental or Pure Research
“for the purpose of contributing to existing body of
knowledge”
Applied Research
“to solve a current problem.”
Dr.Jerry@KCM
Whataresometypicalexamplesof research
areas?
In Accounting?
In Finance?
In Management
In Marketing?
Dr.Jerry@KCM
Managers
&Research
• Identify and effectively solve minor
problems in the work
• setting
• Know how to discriminate good from bad
research
• Appreciate and be constantly aware of
the multiple influences and multiple
effects of factors impinging on a
situation
• Take calculated risk in decision
making, knowing full well the
probabilities associated with the
different possible outcomes
• Prevent possible vested interests from
exercising their influence in a situation.
Dr.Jerry@KCM
Managers
&Research
• Relate to hiring researchers and
consultants more
• effectively
• Combine experience with scientific
knowledge while making decisions
Dr.Jerry@KCM
Internal vs. External/Consultants Research
Discuss the advantages /disadvantages of using/hiring
internal /external consultants to conduct company’s
research
Dr.Jerry@KCM
Ethics and BusinessResearch
Code of conduct and societal norm of behavior
• Data collection
• Data analysis
• Reporting
• Dissemination of information on the Internet
Business Ethics
Journal of Business Ethics
Business Ethics Quartery
Dr.Jerry@KCM
SCIENTIFIC
INVESTIGATION
Dr.Jerry@KCM
Objectives
• Explain what is meant by scientific
investigation, giving examples of both
scientific and non scientific
investigations
• Explain the eight hallmarks of science
• Briefly explain why research in the
organizational behavior and management
areas cannot be completely scientific
• Describe the building blocks of science
• Discuss the seven steps of the
hypothethico-deductive
• method, using an example of your own
• Describe the processes of induction and
deduction
• Appreciate the advantages of
knowledge about scientific
investigation
Dr.Jerry@KCM
Scientific vs.
Nonscientific
Investigation
Scientific Investigations – more
objective rather than
subjective, for effective
problem solving, purposive,
rigorous, state their findings
with accuracy and confidence
Non scientific research –
hunches, experience, and
intuition
Dr.Jerry@KCM
Scientific
Research
• Purposiveness
• definite aim or purpose
• Rigor
• good theoretical base and a carefully
thought-out methodology, carefulness,
scrupulousness and the degree of
exactitude in research investigations
• Testability
• Testing logically developed hypotheses /
the data support the educated
conjectures or hypotheses that are
developed.
• Replicability
• Can be repeated with the same results
Dr.Jerry@KCM
Scientific
Research
• Precision
• Closeness of findings to “reality”
based on a sample
• Confidence
• Probability that our estimations are
correct
• Objectivity
• Based on the facts of findings derived
from actual data
• /not subjective emotional values
• Generalizability
• Scope of applicability of the
research findings in one
organizational setting to other
organizational settung
Dr.Jerry@KCM
The hypothetical-deductivemethod
IDENTIFY A BROAD
PROBLEM AREA
DEFINE THE
PROBLEM
STATEMENT
DEVELOP
HYPOTHESES
DETERMINE
MEASURES
DATA COLLECTION DATA ANALYSIS INTERPRETATION OF
DATA
Dr.Jerry@KCM
Review of
the
hypothetical-
deductive
method
• Deductive reasoning
• - general to specific
• Inductive reasoning
• - specific to general conclusion
Dr.Jerry@KCM
Other types of
research
• Purpose is to explore and to
describe, for problem solving
purposes
• Usually qualitative rather
than quantitative, analysis
of documented case studies,
interviews, observation
Case studies
• Immediate application type of
research to solve
Action research
current problems
Dr.Jerry@KCM
Research Hypothesis
Dr.Jerry@KCM
• Hypothesis is considered as an intelligent
guess or prediction, that gives directional to
the researcher to answer the research
question.
• Hypothesis or Hypotheses are defined as
the formal statement of the tentative or
expected prediction or explanation of
the relationship between two or more
variables in a specified population.
Dr.Jerry@KCM
• A hypothesis is a formal tentative statement
of the expected relationship between two
or more variables under study.
• A hypothesis helps to translate the
research problem and objective into a
clear explanation or prediction of the
expected results or outcomes of the study.
Dr.Jerry@KCM
Hypothesis is derived
from the research
problems, literature
review and conceptual
framework.
Hypothesis in a research
project logically follow
literature review and
conceptual framework.
Dr.Jerry@KCM
Hypothesis makes the
following
contributions in
research study
Dr.Jerry@KCM
It provides clarity to the
research problem and
research objectives
It describes, explains or
predicts the expected
results or outcome of the
research.
It indicates the type of
research design.
It directs the research study
process.
It identifies the population of
the research study that is to
be investigated or examined.
It facilitates data collection,
data analysis and data
interpretation
Dr.Jerry@KCM
Type of Hypothesis
Dr.Jerry@KCM
Hypothesis
Research
Hypothesis
Null
Hypothesis
Testable
Hypothesis
Dr.Jerry@KCM
Research
Hypothesis
Associative
Hypothesis
Causal
Hypothesis
Non – Directional
Hypothesis
Directional
Hypothesis
Complex
Hypothesis
Simple Hypothesis
Dr.Jerry@KCM
Null
Hypothesis
Simple
Hypothesis
Complex
Hypothesis
Casual
Hypothesis
Associative
Null
Hypothesis
Dr.Jerry@KCM
Testable
Hypothesis
Dr.Jerry@KCM
Research Hypothesis
Dr.Jerry@KCM
Simple
Hypothesis
• Simple hypothesis predicts that, there
exist a relationship between the
independent variable and dependent
variable.
Dr.Jerry@KCM
• Example- two hourly positions- changing
of a fully bedridden patient will prevent
bedsore.
• – In the above example 2 hourly position
changing is independent variable and
bedsore prevention is dependent variable.
The statement shows that there exists a
relationship between 2 hourly positioning
and bedsore prevention.
Dr.Jerry@KCM
Complex
Hypothesis
Complex hypothesis
predicts that there
exists relationship
between two or
more independent
and dependent
variable.
Dr.Jerry@KCM
• Example – for a fully bed ridden patent 2 hourly
position changing, 2 hourly back care and a high
protein diet will build up body resistance, will
promote blood circulation and will prevent
bedsore.
• In the above example, three independent
variable are:- A) 2 hourly position changing, B) 2
hourly back care, C) high protein diet.
• And three dependent variable are:- a)
promotion of blood circulation, B) building up of
body resistance,
• C) prevention of bed sore.
Dr.Jerry@KCM
Directional
Hypothesis
Directional Hypothesis
predicts the direction of
the relationship between
the independent and
dependent variable.
Example- High quality of
nursing education will
lead to high quality of
nursing practice skills.
Dr.Jerry@KCM
Non
dire
ctional
Hyp
othesis
• Non -directional Hypothesis predicts
the relationship between the
independent variable and the
dependent variable but does not
specific the directional of the
relationship.
• Example- teacher student
relationship influence student’s
learning.
Dr.Jerry@KCM
Causal
Hypothesis
• Causal Hypothesis predicts a cause and
effects relationship or interaction
between the independent variable
and dependent variable. This
hypothesis predicts the effect of the
independent variable on the
dependent variable.
• In this the independent variable is the
experimental or treatment variable.
The dependent variable is the
outcome variable
• Example – early postoperative
ambulation will lead to prompt
recovery.
Dr.Jerry@KCM
Associative
Hypothesis
• Associative Hypothesis predicts an
associative relationship between the
independent variable and the
dependent variable.
• When there is a change in any
one of the variables, changes
also occurs in the other
variable.
• The associative relationship between
the independent and dependent
variables may have either.
• Positive association
• Negative association
Dr.Jerry@KCM
Null
Hypothesis
Dr.Jerry@KCM
•Null Hypothesis is also called statistical
hypothesis because this type of
hypothesis is used for statistical testing
and statically interpretation. The null
hypothesis predicts that, there is no
relationship between the independent
variable and dependent variable.
•Example- Nasogastric tube feeding does
not alter body temperature.
Dr.Jerry@KCM
Simple null
hypothesis
• Example – bed rest will not relives
sever asthmatic dyspnea. In the
above example, the independent
variable that is, bed rest does not have
any causal relationship with the
dependent variable that is, severe
asthmatic dyspnea.
Dr.Jerry@KCM
Complex
null
Hypothesis
• Example- smoking, drug abuse,
alcoholism, tobacco use etc. have no
relationship in the occurrence of
malaria, mumps or chicken pox.
Dr.Jerry@KCM
Causal null
Hypothesis
• Example- high intake of fluid does not
cause tissue oedema. In the above
example, the independent variable,
that is, high fluid intake does not have
any causal relationship with the
dependent variable such as, tissue
oedema.
Dr.Jerry@KCM
Associative null Hypothesis
•Example-
Increased does
in antibiotics will
not reduce body
temperature
Dr.Jerry@KCM
Testable
Hypothesis
• The testable hypothesis predicts
relationship between the independent
variable and the dependent variable
and theses variable are testable or
measurable.
• Example – Increase in patient’s body
temperature causes increase in
patient’s pulse rate.
Dr.Jerry@KCM
• Research variables are
defined as qualities,
properties, characteristics,
behaviors, attributes etc.
of people- individuals or
group, objects, situations,
activities etC.
• That changes or vary.
Variable are manipulable
and measurable.
Dr.Jerry@KCM
Type of
Research
Variables
Dr.Jerry@KCM
Variable
Independent
variable
Dependent
variable
Extraneous
variable
Environmental
variable
Demographic
variableDr.Jerry@KCM
Independent
variable
• Independent variable is the quality or
property that can be manipulated by
the researcher to cause an effect on
the dependent variable. It is also
called experimental variable or
treatment variable.
Dr.Jerry@KCM
Dependent
variable
• Dependent variable is the quality or
property or behavior or outcome that
the researcher predicts and that
occurs in response to the
manipulation, experimentation or
treatment of the independent
variable. It is also called outcomes
variable.
Dr.Jerry@KCM
• Example- O2 administration to a highly nervous patient by
a face mask instead of a nasal canula will cause less
anxiety to the patient.
• – In this above example, the independent variable that is
methods of O2, administration by face mask cause an
effect on the dependent variable, that is patient’s state
of anxiety. In this the independent variable that is
methods of O2 administration is manipulated.Because
• O2, instead of face mask, may also be administration by a
nasal canula and this may cause an influence on the
dependent variable or there may be a different outcome
such as, patient’s state of anxiety may be increased.
Dr.Jerry@KCM
Extraneous
variable
• Extraneous variables exist in all type
of research studies but the researcher
does not include them for the
research purpose.
• These are the variable which confuse
or mix up the relationship between the
variable and also interfere with the
rational or causal relationship
between the independent and the
dependent variables.
• The researcher makes an attempt to
identify those extraneous variables
before the research study is initiated
and thereby control the influence of
extraneous variables on the research
study through a specific research
design or through statistical
manipulation.
Dr.Jerry@KCM
• Example- a clam and quite
environment at bedtime at
night will allow sound sleep
to a patient in a general
ward.
– in the above example, the
independent variable- clam
and quite environment will
have an effect on the
dependent variable- sleep of
patient at night.
Dr.Jerry@KCM
Environmental
variable
Environmental variable are the variables which
compose a research setting where the research study
is conducted. These variables are climate, family
background, social background, institution setup,
community setup, education setup etc. these variable
are also some type of extraneous variable.
In a descriptive or correlation research study where
the study is conduct in a natural setting and where it is
necessary to study the subjects’ behavior in a natural
setting, the researcher makes no attempt to control or
alter the environmental variables.
Dr.Jerry@KCM
Demographic
variables
• Demographic variable are
the qualities or property or
characteristics of the subject
under the research study
and which are collected to
describe sample. These
variable are also called the
sample characteristics.
• Example – subject who are
under research study- age,
gender, height, weight, build,
movement, vision, hearing,
speech, religion, marital
status etc. are the
demographic variables.
Dr.Jerry@KCM
Assumption
• Assumption are the statement of the
basic principal or facts that are
established and are universally
accepted as true on the basis of
logic or reasoning without
verification or proof, though they
may not have been scientifically
tested.
• Assumption is picked up by the
research from various sources.
These source are previous research
studies, theories, clinical fields etc.
Dr.Jerry@KCM
Limitation
Limitation are the restrictions within a research study, which
reduce the credibility or generalizability of the research findings.
The limitations of the research study are also called the weak
points of study.
It is necessary to recognize the limitations of the research study
which might influence the research result.
Dr.Jerry@KCM

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Introduction to Research Methodology

  • 2. Objectives Identify Identify and fully discuss specific situations in which a manager would be better off using an internal research team, and when an external research team would be more advisable, giving reasons for the decision Discuss Discuss what managers should or should not do in order to interact most effectively with researchers Explain Explain why managers should know about research Distinguish Distinguish between applied and basic research, giving examples, and discussing why they fall into one or the other of the two categories Describe Describe what research is and how it is defined Dr.Jerry@KCM
  • 3. Definition - Research • AProcess • Formal, systematic, intensive process of scientific method • Careful inquiry or examination • Systematic, controlled, empirical and critical investigation • Unusually stubborn and persisting effort to think straight (“Research without important ideas is busy work”) • The process of finding solutions to a problem after a thorough study and analysis of the situational factors. Dr.Jerry@KCM
  • 4. Definition –Research • Aims of Research • Discover new information or relationships; to expand and to verify existing knowledge • Gathers new knowledge; discovery of general principles • Provide new knowledge • Investigation of hypothetical propositions about the presumed relations among natural phenomena. End sought by science (research) is theory • Tosolve problems and for decision making purposes (business research) Dr.Jerry@KCM
  • 5. Definition – Research Aims of Research Gage: • Increase our power to understand, predict, control outcomes • Predict an event by relating it empirically to antecedents in time • Control an event by manipulating the independent variables to which it is functionally related Dr.Jerry@KCM
  • 6. Definition – Research • How of research • Define the problem areas • Identify specifically the problems which need to be studied and resolved • Gather information, analyze data and determine the factors associated with the problem • Solve the problem by taking the necessary corrective measures Dr.Jerry@KCM
  • 7. Definition – BusinessResearch Business research as an “organized, systematic, data-based, critical, objective, scientific inquiry or investigation into a specific problem”, undertaken with the “purpose of find answers or solutions.” Dr.Jerry@KCM
  • 8. Definition – BusinessResearch Quantitative Research “structured questions usually questionnaires based on certain scale and analyzed statistically” Qualitative Research “open ended questions in a questionnaire, interviews, observation, or information gathered from various sources.” Dr.Jerry@KCM
  • 9. Definition – BusinessResearch Basic Research, Fundamental or Pure Research “for the purpose of contributing to existing body of knowledge” Applied Research “to solve a current problem.” Dr.Jerry@KCM
  • 10. Whataresometypicalexamplesof research areas? In Accounting? In Finance? In Management In Marketing? Dr.Jerry@KCM
  • 11. Managers &Research • Identify and effectively solve minor problems in the work • setting • Know how to discriminate good from bad research • Appreciate and be constantly aware of the multiple influences and multiple effects of factors impinging on a situation • Take calculated risk in decision making, knowing full well the probabilities associated with the different possible outcomes • Prevent possible vested interests from exercising their influence in a situation. Dr.Jerry@KCM
  • 12. Managers &Research • Relate to hiring researchers and consultants more • effectively • Combine experience with scientific knowledge while making decisions Dr.Jerry@KCM
  • 13. Internal vs. External/Consultants Research Discuss the advantages /disadvantages of using/hiring internal /external consultants to conduct company’s research Dr.Jerry@KCM
  • 14. Ethics and BusinessResearch Code of conduct and societal norm of behavior • Data collection • Data analysis • Reporting • Dissemination of information on the Internet Business Ethics Journal of Business Ethics Business Ethics Quartery Dr.Jerry@KCM
  • 16. Objectives • Explain what is meant by scientific investigation, giving examples of both scientific and non scientific investigations • Explain the eight hallmarks of science • Briefly explain why research in the organizational behavior and management areas cannot be completely scientific • Describe the building blocks of science • Discuss the seven steps of the hypothethico-deductive • method, using an example of your own • Describe the processes of induction and deduction • Appreciate the advantages of knowledge about scientific investigation Dr.Jerry@KCM
  • 17. Scientific vs. Nonscientific Investigation Scientific Investigations – more objective rather than subjective, for effective problem solving, purposive, rigorous, state their findings with accuracy and confidence Non scientific research – hunches, experience, and intuition Dr.Jerry@KCM
  • 18. Scientific Research • Purposiveness • definite aim or purpose • Rigor • good theoretical base and a carefully thought-out methodology, carefulness, scrupulousness and the degree of exactitude in research investigations • Testability • Testing logically developed hypotheses / the data support the educated conjectures or hypotheses that are developed. • Replicability • Can be repeated with the same results Dr.Jerry@KCM
  • 19. Scientific Research • Precision • Closeness of findings to “reality” based on a sample • Confidence • Probability that our estimations are correct • Objectivity • Based on the facts of findings derived from actual data • /not subjective emotional values • Generalizability • Scope of applicability of the research findings in one organizational setting to other organizational settung Dr.Jerry@KCM
  • 20. The hypothetical-deductivemethod IDENTIFY A BROAD PROBLEM AREA DEFINE THE PROBLEM STATEMENT DEVELOP HYPOTHESES DETERMINE MEASURES DATA COLLECTION DATA ANALYSIS INTERPRETATION OF DATA Dr.Jerry@KCM
  • 21. Review of the hypothetical- deductive method • Deductive reasoning • - general to specific • Inductive reasoning • - specific to general conclusion Dr.Jerry@KCM
  • 22. Other types of research • Purpose is to explore and to describe, for problem solving purposes • Usually qualitative rather than quantitative, analysis of documented case studies, interviews, observation Case studies • Immediate application type of research to solve Action research current problems Dr.Jerry@KCM
  • 24. • Hypothesis is considered as an intelligent guess or prediction, that gives directional to the researcher to answer the research question. • Hypothesis or Hypotheses are defined as the formal statement of the tentative or expected prediction or explanation of the relationship between two or more variables in a specified population. Dr.Jerry@KCM
  • 25. • A hypothesis is a formal tentative statement of the expected relationship between two or more variables under study. • A hypothesis helps to translate the research problem and objective into a clear explanation or prediction of the expected results or outcomes of the study. Dr.Jerry@KCM
  • 26. Hypothesis is derived from the research problems, literature review and conceptual framework. Hypothesis in a research project logically follow literature review and conceptual framework. Dr.Jerry@KCM
  • 27. Hypothesis makes the following contributions in research study Dr.Jerry@KCM
  • 28. It provides clarity to the research problem and research objectives It describes, explains or predicts the expected results or outcome of the research. It indicates the type of research design. It directs the research study process. It identifies the population of the research study that is to be investigated or examined. It facilitates data collection, data analysis and data interpretation Dr.Jerry@KCM
  • 35. Simple Hypothesis • Simple hypothesis predicts that, there exist a relationship between the independent variable and dependent variable. Dr.Jerry@KCM
  • 36. • Example- two hourly positions- changing of a fully bedridden patient will prevent bedsore. • – In the above example 2 hourly position changing is independent variable and bedsore prevention is dependent variable. The statement shows that there exists a relationship between 2 hourly positioning and bedsore prevention. Dr.Jerry@KCM
  • 37. Complex Hypothesis Complex hypothesis predicts that there exists relationship between two or more independent and dependent variable. Dr.Jerry@KCM
  • 38. • Example – for a fully bed ridden patent 2 hourly position changing, 2 hourly back care and a high protein diet will build up body resistance, will promote blood circulation and will prevent bedsore. • In the above example, three independent variable are:- A) 2 hourly position changing, B) 2 hourly back care, C) high protein diet. • And three dependent variable are:- a) promotion of blood circulation, B) building up of body resistance, • C) prevention of bed sore. Dr.Jerry@KCM
  • 39. Directional Hypothesis Directional Hypothesis predicts the direction of the relationship between the independent and dependent variable. Example- High quality of nursing education will lead to high quality of nursing practice skills. Dr.Jerry@KCM
  • 40. Non dire ctional Hyp othesis • Non -directional Hypothesis predicts the relationship between the independent variable and the dependent variable but does not specific the directional of the relationship. • Example- teacher student relationship influence student’s learning. Dr.Jerry@KCM
  • 41. Causal Hypothesis • Causal Hypothesis predicts a cause and effects relationship or interaction between the independent variable and dependent variable. This hypothesis predicts the effect of the independent variable on the dependent variable. • In this the independent variable is the experimental or treatment variable. The dependent variable is the outcome variable • Example – early postoperative ambulation will lead to prompt recovery. Dr.Jerry@KCM
  • 42. Associative Hypothesis • Associative Hypothesis predicts an associative relationship between the independent variable and the dependent variable. • When there is a change in any one of the variables, changes also occurs in the other variable. • The associative relationship between the independent and dependent variables may have either. • Positive association • Negative association Dr.Jerry@KCM
  • 44. •Null Hypothesis is also called statistical hypothesis because this type of hypothesis is used for statistical testing and statically interpretation. The null hypothesis predicts that, there is no relationship between the independent variable and dependent variable. •Example- Nasogastric tube feeding does not alter body temperature. Dr.Jerry@KCM
  • 45. Simple null hypothesis • Example – bed rest will not relives sever asthmatic dyspnea. In the above example, the independent variable that is, bed rest does not have any causal relationship with the dependent variable that is, severe asthmatic dyspnea. Dr.Jerry@KCM
  • 46. Complex null Hypothesis • Example- smoking, drug abuse, alcoholism, tobacco use etc. have no relationship in the occurrence of malaria, mumps or chicken pox. Dr.Jerry@KCM
  • 47. Causal null Hypothesis • Example- high intake of fluid does not cause tissue oedema. In the above example, the independent variable, that is, high fluid intake does not have any causal relationship with the dependent variable such as, tissue oedema. Dr.Jerry@KCM
  • 48. Associative null Hypothesis •Example- Increased does in antibiotics will not reduce body temperature Dr.Jerry@KCM
  • 49. Testable Hypothesis • The testable hypothesis predicts relationship between the independent variable and the dependent variable and theses variable are testable or measurable. • Example – Increase in patient’s body temperature causes increase in patient’s pulse rate. Dr.Jerry@KCM
  • 50. • Research variables are defined as qualities, properties, characteristics, behaviors, attributes etc. of people- individuals or group, objects, situations, activities etC. • That changes or vary. Variable are manipulable and measurable. Dr.Jerry@KCM
  • 53. Independent variable • Independent variable is the quality or property that can be manipulated by the researcher to cause an effect on the dependent variable. It is also called experimental variable or treatment variable. Dr.Jerry@KCM
  • 54. Dependent variable • Dependent variable is the quality or property or behavior or outcome that the researcher predicts and that occurs in response to the manipulation, experimentation or treatment of the independent variable. It is also called outcomes variable. Dr.Jerry@KCM
  • 55. • Example- O2 administration to a highly nervous patient by a face mask instead of a nasal canula will cause less anxiety to the patient. • – In this above example, the independent variable that is methods of O2, administration by face mask cause an effect on the dependent variable, that is patient’s state of anxiety. In this the independent variable that is methods of O2 administration is manipulated.Because • O2, instead of face mask, may also be administration by a nasal canula and this may cause an influence on the dependent variable or there may be a different outcome such as, patient’s state of anxiety may be increased. Dr.Jerry@KCM
  • 56. Extraneous variable • Extraneous variables exist in all type of research studies but the researcher does not include them for the research purpose. • These are the variable which confuse or mix up the relationship between the variable and also interfere with the rational or causal relationship between the independent and the dependent variables. • The researcher makes an attempt to identify those extraneous variables before the research study is initiated and thereby control the influence of extraneous variables on the research study through a specific research design or through statistical manipulation. Dr.Jerry@KCM
  • 57. • Example- a clam and quite environment at bedtime at night will allow sound sleep to a patient in a general ward. – in the above example, the independent variable- clam and quite environment will have an effect on the dependent variable- sleep of patient at night. Dr.Jerry@KCM
  • 58. Environmental variable Environmental variable are the variables which compose a research setting where the research study is conducted. These variables are climate, family background, social background, institution setup, community setup, education setup etc. these variable are also some type of extraneous variable. In a descriptive or correlation research study where the study is conduct in a natural setting and where it is necessary to study the subjects’ behavior in a natural setting, the researcher makes no attempt to control or alter the environmental variables. Dr.Jerry@KCM
  • 59. Demographic variables • Demographic variable are the qualities or property or characteristics of the subject under the research study and which are collected to describe sample. These variable are also called the sample characteristics. • Example – subject who are under research study- age, gender, height, weight, build, movement, vision, hearing, speech, religion, marital status etc. are the demographic variables. Dr.Jerry@KCM
  • 60. Assumption • Assumption are the statement of the basic principal or facts that are established and are universally accepted as true on the basis of logic or reasoning without verification or proof, though they may not have been scientifically tested. • Assumption is picked up by the research from various sources. These source are previous research studies, theories, clinical fields etc. Dr.Jerry@KCM
  • 61. Limitation Limitation are the restrictions within a research study, which reduce the credibility or generalizability of the research findings. The limitations of the research study are also called the weak points of study. It is necessary to recognize the limitations of the research study which might influence the research result. Dr.Jerry@KCM