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Research
Methodology
& IPR-II
By: Dr. Kapil Gupta
Associate Prof.
MMEC, MMDU
RESEARCH PROCESS
Define
Research
Problem
Review
Concepts
And
theories
Review
Previous
Research
findings
Formulate
hypothesis
Design
Research
(Including
Sample
Design)
Collect
Data
(Execution)
Analyse
Data
(Test
Hypothesis
if any)
Interpret
and
report
FF
F
F F
FF
1
2
3 4 5 6 7
F
FF
Feed Back
Feed Forward
Review the literature
1. RESEARCH PROBLEM
What is a research problem?
➢ The term ‘problem’ means a question or issue to be
examined.
➢ Research Problem refers to some difficulty /need
which a researcher experiences in the context of
either theoretical or practical situation and wants to
obtain a solution for the same.
Definition of the problem involves two
activities:
1. Identification / Selection of the
Problem.
2. Formulation of the Problem
IDENTIFICATION / SELECTION OF THE
RESEARCH PROBLEM
This step involves identification of a few
problems and selection of one out of them,
after evaluating the alternatives against
certain selection criteria.
SOURCES OF PROBLEMS
• Reading
• Academic Experience
• Daily Experience
• Exposure to Field Situations
• Consultations
• Brainstorming
• Research
• Intuition
CRITERIA OF SELECTION
The selection of one appropriate researchable
problem out of the identified problems requires
evaluation of those alternatives against certain
criteria. They are:
1. Internal / Personal criteria – Researcher’s Interest,
Researcher’s Competence, Researcher’s own Resource:
finance and time.
2. External Criteria or Factors – Researchability of the
problem, Importance and Urgency, Novelty of the
Problem, Feasibility, Facilities, Usefulness and Social
Relevance, Research Personnel.
DEFINITION / FORMULATION OF THE
RESEARCH PROBLEM
1. Formulation is the process of refining the research
ideas into research questions and objectives.
2. Formulation means translating and transforming the
selected research problem/topic/idea into a scientifically
researchable question. It is concerned with specifying
exactly what the research problem is.
Problem definition or Problem statement is a clear,
precise and succinct statement of the question or issue
that is to be investigated with the goal of finding an
answer or solution.
There are two ways of stating a problem:
1. Posting question / questions
2. Making declarative statement / statements
PROCESS INVOLVED IN DEFINING THE
PROBLEM
1. STATEMENT OF THE PROBLEM IN A GENERAL WAY.
2. UNDERSTANDING THE NATURE Of PROBLEM
3. SURVEYING THE AVAILABLE LITERATURE
4. DEVELOPING IDEAS THROUGH DISCUSSIONS
5. REPHRASING THE RESEARCH PROBLEM
CRITERIA OF A GOOD RESEARCH PROBLEM
• Clear and Unambiguous
• Empirical
• Verifiable
• Interesting
• Novel and Original
• Availability of Guidance
A flow chart
Symptom Detection
Problem Definition
Statement of
Research Objectives
Analysis of
the Situation
ESTABLISHMENT OF RESEARCH OBJECTIVES
Research Objectives are the specific components of the
research problem, that you’ll be working to answer or
complete, in order to answer the overall research
problem.
The objectives refers to the questions to be answered
through the study. They indicate what we are trying to
get from the study or the expected results / outcome of
the study.
ESTABLISHMENT OF RESEARCH OBJECTIVES
➢ Research Objectives should be clear and achievable,
as they directly assist in answering the research
problem.
➢ The objectives may be specified in the form of
either statements or questions.
➢ Generally, they are written as statements, using the
word “to”. (For example, ‘to discover …’, ‘to
determine …’, ‘to establish …’, etc. )
2. REVIEW OF LITERATURE
1. Literature Review is the documentation of a
comprehensive review of the published and unpublished
work from secondary sources of data in the areas of specific
interest to the researcher.
2. The main aim is to find out problems that are already
investigated and those that need further investigation.
3. It is an extensive survey of all available past studies
relevant to the field of investigation.
4. It gives us knowledge about what others have found out
in the related field of study and how they have done so.
PURPOSE OF REVIEW
1. To gain a background knowledge of the research
topic.
2. To identify the concepts relating to it, potential
relationships between them and to formulate
researchable hypothesis.
3. To identify appropriate methodology, research design,
methods of measuring concepts and techniques of
analysis.
4. To identify data sources used by other researchers.
5. To learn how others structured their reports.
How to conduct the Literature Survey?
➢ Identify the relevant sources.
➢ Extract and Record relevant information.
➢ Write-up the Literature Review.
SOURCES OF LITERATURE
➢ Books and Journals
➢ Electronic Databases
• Bibliographic Databases
• Abstract Databases
• Full-Text Databases
➢ Govt. and Industry Reports
➢ Internet
➢ Research Dissertations / Thesis
FORMULATION OF HYPOTHESIS
• A hypothesis is an assumption about relations
between variables.
• Hypothesis can be defined as a logically conjectured
relationship between two or more variables
expressed in the form of a testable statement.
• Relationships are conjectured on the basis of the
network of associations established in the theoretical
framework formulated for the research study.
VARIABLES
• Anything that can vary can be considered as a variable.
• A variable is anything that can take on differing or
varying values.
For example; Age, Production units, Sex, Motivation,
Income, Height, Weight etc.
The values may differ at various times for the same
object or person (or) at the same time for different
objects or persons.
Variable / Attribute
• A variable is a characteristic that takes on two or more
values whereas, an attribute is a specific value on a
variable (qualitative).
Example 1: The variable SEX/GENDER has 2 attributes -
Male and Female.
Example 2: The variable AGREEMENT has 5 attributes –
Strongly Agree, Agree, Neutral, Disagree, Strongly
Disagree.
Types of Variables
1. Explanatory vs Extraneous Variable
The variables selected for analysis are called explanatory
variables and all other variables that are not related to the purpose
of the study but may affect the dependant variable are extraneous.
2. Dependant vs Independent Variable
The variable that changes in relationship to changes in
another variable(s) is called dependant variable.
The variable whose change results in the change in another
variable is called an independent variable.
OR
An independent variable is the one that influences the
dependant variable in either a positive or negative way.
HYPOTHESIS
Research Hypothesis is a predictive statement that relates an
independent variable to a dependent variable. Hypothesis must
contain at-least one independent variable and one dependent
variable.
• Hypothesis are tentative, intelligent guesses as to the solution
of the problem.
• Hypothesis is a specific statement of prediction. It describes in
concrete terms what you expect to happen in the study.
• Hypothesis is an assumption about the population of the study.
• It delimits the area of research and keeps the researcher on the
right track.
PROBLEM (VS) HYPOTHESIS
• Hypothesis is an assumption, that can be tested and
can be proved to be right or wrong.
whereas…….
• A problem is a broad question which cannot be
directly tested.
• A problem can be scientifically investigated after
converting it into a form of hypothesis.
CHARACTERISTICS OF HYPOTHESIS
• Simplicity - Hypothesis should be stated as far as
possible in simple terms.
• Conceptual Clarity- Hypothesis should be clear and
precise.
• Specificity - Hypothesis should be specific and
limited in scope.
• Consistency - Hypothesis should be consistent with
the objectives of research.
CHARACTERISTICS OF HYPOTHESIS
• Objectivity - It should not include value judgments,
relative terms or any moral preaching.
• Theoretical Relevance - It should be consistent with a
substantial body of established or known facts or
existing theory.
• Availability of Techniques – Statistical methods should
be available for testing the proposed hypothesis.
• Testability - Hypothesis should be capable of being
tested.
• Expectancy - Hypothesis should state the expected
relationships between variables.
• Discussions with colleagues and experts about the
problem, its origin and objectives in seeking a solution.
• Review of similar studies.
• Exploratory personal investigation / Observation.
• Examination of data and records for possible trends,
peculiarities.
• Logical deduction from the existing theory.
• Continuity of research.
• Intuition and personal experience.
SOURCES OF HYPOTHESIS
1. Descriptive Hypothesis
These are assumptions that describe the characteristics
(such as size, form or distribution) of a variable. The variable
may be an object, person, organisation, situation or event.
2. Relational Hypothesis [Explanatory Hypothesis]
These are assumptions that describe the relationship
between two variables. The relationship suggested may be
positive, negative or causal relationship.
TYPES OF HYPOTHESIS
3. Null Hypothesis
When a hypothesis is stated negatively, it is called null
hypothesis. It is a ‘no difference’, ‘no relationship’ hypothesis.
ie., It states that, no difference exists between the parameter
and statistic being compared to or no relationship exists
between the variables being compared.
4. Alternate Hypothesis
It is the hypothesis that describes the researcher’s prediction
that, there exist a relationship between two variables or it is the
opposite of null hypothesis. It is represented as HA or H1.
ROLE OF HYPOTHESIS
1. It gives a definite point to the investigation and
provides direction to the study.
2. It determines the data needs.
3. It specifies the sources of data.
4. It suggests which type of research is likely to be more
appropriate.
5. It determines the most appropriate technique of
analysis.
6. It contributes to the development of theory.
REFERENCES
1. C. R. Kothari and Gaurav Garg, “Research
Methodology: Methods and Techniques”, NEW
AGE; 2nd Edition, 2014.
2. Stuart Melville and Wayne Goddard, “Research
methodology: an Introduction for science &
engineering students’”, Juta & Company, 1996.

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Research Methodology & IPR-II

  • 1. Research Methodology & IPR-II By: Dr. Kapil Gupta Associate Prof. MMEC, MMDU
  • 3. 1. RESEARCH PROBLEM What is a research problem? ➢ The term ‘problem’ means a question or issue to be examined. ➢ Research Problem refers to some difficulty /need which a researcher experiences in the context of either theoretical or practical situation and wants to obtain a solution for the same.
  • 4. Definition of the problem involves two activities: 1. Identification / Selection of the Problem. 2. Formulation of the Problem
  • 5. IDENTIFICATION / SELECTION OF THE RESEARCH PROBLEM This step involves identification of a few problems and selection of one out of them, after evaluating the alternatives against certain selection criteria.
  • 6. SOURCES OF PROBLEMS • Reading • Academic Experience • Daily Experience • Exposure to Field Situations • Consultations • Brainstorming • Research • Intuition
  • 7. CRITERIA OF SELECTION The selection of one appropriate researchable problem out of the identified problems requires evaluation of those alternatives against certain criteria. They are: 1. Internal / Personal criteria – Researcher’s Interest, Researcher’s Competence, Researcher’s own Resource: finance and time. 2. External Criteria or Factors – Researchability of the problem, Importance and Urgency, Novelty of the Problem, Feasibility, Facilities, Usefulness and Social Relevance, Research Personnel.
  • 8. DEFINITION / FORMULATION OF THE RESEARCH PROBLEM 1. Formulation is the process of refining the research ideas into research questions and objectives. 2. Formulation means translating and transforming the selected research problem/topic/idea into a scientifically researchable question. It is concerned with specifying exactly what the research problem is.
  • 9. Problem definition or Problem statement is a clear, precise and succinct statement of the question or issue that is to be investigated with the goal of finding an answer or solution. There are two ways of stating a problem: 1. Posting question / questions 2. Making declarative statement / statements
  • 10. PROCESS INVOLVED IN DEFINING THE PROBLEM 1. STATEMENT OF THE PROBLEM IN A GENERAL WAY. 2. UNDERSTANDING THE NATURE Of PROBLEM 3. SURVEYING THE AVAILABLE LITERATURE 4. DEVELOPING IDEAS THROUGH DISCUSSIONS 5. REPHRASING THE RESEARCH PROBLEM
  • 11. CRITERIA OF A GOOD RESEARCH PROBLEM • Clear and Unambiguous • Empirical • Verifiable • Interesting • Novel and Original • Availability of Guidance
  • 12. A flow chart Symptom Detection Problem Definition Statement of Research Objectives Analysis of the Situation
  • 13. ESTABLISHMENT OF RESEARCH OBJECTIVES Research Objectives are the specific components of the research problem, that you’ll be working to answer or complete, in order to answer the overall research problem. The objectives refers to the questions to be answered through the study. They indicate what we are trying to get from the study or the expected results / outcome of the study.
  • 14. ESTABLISHMENT OF RESEARCH OBJECTIVES ➢ Research Objectives should be clear and achievable, as they directly assist in answering the research problem. ➢ The objectives may be specified in the form of either statements or questions. ➢ Generally, they are written as statements, using the word “to”. (For example, ‘to discover …’, ‘to determine …’, ‘to establish …’, etc. )
  • 15. 2. REVIEW OF LITERATURE 1. Literature Review is the documentation of a comprehensive review of the published and unpublished work from secondary sources of data in the areas of specific interest to the researcher. 2. The main aim is to find out problems that are already investigated and those that need further investigation. 3. It is an extensive survey of all available past studies relevant to the field of investigation. 4. It gives us knowledge about what others have found out in the related field of study and how they have done so.
  • 16. PURPOSE OF REVIEW 1. To gain a background knowledge of the research topic. 2. To identify the concepts relating to it, potential relationships between them and to formulate researchable hypothesis. 3. To identify appropriate methodology, research design, methods of measuring concepts and techniques of analysis. 4. To identify data sources used by other researchers. 5. To learn how others structured their reports.
  • 17. How to conduct the Literature Survey? ➢ Identify the relevant sources. ➢ Extract and Record relevant information. ➢ Write-up the Literature Review.
  • 18. SOURCES OF LITERATURE ➢ Books and Journals ➢ Electronic Databases • Bibliographic Databases • Abstract Databases • Full-Text Databases ➢ Govt. and Industry Reports ➢ Internet ➢ Research Dissertations / Thesis
  • 19. FORMULATION OF HYPOTHESIS • A hypothesis is an assumption about relations between variables. • Hypothesis can be defined as a logically conjectured relationship between two or more variables expressed in the form of a testable statement. • Relationships are conjectured on the basis of the network of associations established in the theoretical framework formulated for the research study.
  • 20. VARIABLES • Anything that can vary can be considered as a variable. • A variable is anything that can take on differing or varying values. For example; Age, Production units, Sex, Motivation, Income, Height, Weight etc. The values may differ at various times for the same object or person (or) at the same time for different objects or persons.
  • 21. Variable / Attribute • A variable is a characteristic that takes on two or more values whereas, an attribute is a specific value on a variable (qualitative). Example 1: The variable SEX/GENDER has 2 attributes - Male and Female. Example 2: The variable AGREEMENT has 5 attributes – Strongly Agree, Agree, Neutral, Disagree, Strongly Disagree.
  • 22. Types of Variables 1. Explanatory vs Extraneous Variable The variables selected for analysis are called explanatory variables and all other variables that are not related to the purpose of the study but may affect the dependant variable are extraneous. 2. Dependant vs Independent Variable The variable that changes in relationship to changes in another variable(s) is called dependant variable. The variable whose change results in the change in another variable is called an independent variable. OR An independent variable is the one that influences the dependant variable in either a positive or negative way.
  • 23. HYPOTHESIS Research Hypothesis is a predictive statement that relates an independent variable to a dependent variable. Hypothesis must contain at-least one independent variable and one dependent variable. • Hypothesis are tentative, intelligent guesses as to the solution of the problem. • Hypothesis is a specific statement of prediction. It describes in concrete terms what you expect to happen in the study. • Hypothesis is an assumption about the population of the study. • It delimits the area of research and keeps the researcher on the right track.
  • 24. PROBLEM (VS) HYPOTHESIS • Hypothesis is an assumption, that can be tested and can be proved to be right or wrong. whereas……. • A problem is a broad question which cannot be directly tested. • A problem can be scientifically investigated after converting it into a form of hypothesis.
  • 25. CHARACTERISTICS OF HYPOTHESIS • Simplicity - Hypothesis should be stated as far as possible in simple terms. • Conceptual Clarity- Hypothesis should be clear and precise. • Specificity - Hypothesis should be specific and limited in scope. • Consistency - Hypothesis should be consistent with the objectives of research.
  • 26. CHARACTERISTICS OF HYPOTHESIS • Objectivity - It should not include value judgments, relative terms or any moral preaching. • Theoretical Relevance - It should be consistent with a substantial body of established or known facts or existing theory. • Availability of Techniques – Statistical methods should be available for testing the proposed hypothesis. • Testability - Hypothesis should be capable of being tested. • Expectancy - Hypothesis should state the expected relationships between variables.
  • 27. • Discussions with colleagues and experts about the problem, its origin and objectives in seeking a solution. • Review of similar studies. • Exploratory personal investigation / Observation. • Examination of data and records for possible trends, peculiarities. • Logical deduction from the existing theory. • Continuity of research. • Intuition and personal experience. SOURCES OF HYPOTHESIS
  • 28. 1. Descriptive Hypothesis These are assumptions that describe the characteristics (such as size, form or distribution) of a variable. The variable may be an object, person, organisation, situation or event. 2. Relational Hypothesis [Explanatory Hypothesis] These are assumptions that describe the relationship between two variables. The relationship suggested may be positive, negative or causal relationship. TYPES OF HYPOTHESIS
  • 29. 3. Null Hypothesis When a hypothesis is stated negatively, it is called null hypothesis. It is a ‘no difference’, ‘no relationship’ hypothesis. ie., It states that, no difference exists between the parameter and statistic being compared to or no relationship exists between the variables being compared. 4. Alternate Hypothesis It is the hypothesis that describes the researcher’s prediction that, there exist a relationship between two variables or it is the opposite of null hypothesis. It is represented as HA or H1.
  • 30. ROLE OF HYPOTHESIS 1. It gives a definite point to the investigation and provides direction to the study. 2. It determines the data needs. 3. It specifies the sources of data. 4. It suggests which type of research is likely to be more appropriate. 5. It determines the most appropriate technique of analysis. 6. It contributes to the development of theory.
  • 31. REFERENCES 1. C. R. Kothari and Gaurav Garg, “Research Methodology: Methods and Techniques”, NEW AGE; 2nd Edition, 2014. 2. Stuart Melville and Wayne Goddard, “Research methodology: an Introduction for science & engineering students’”, Juta & Company, 1996.