SlideShare ist ein Scribd-Unternehmen logo
1 von 27
RESEARCH
METHODOLOGY
Mohit Chauhan
9802309547
Meaning of Research
• Is the pursuit of truth with help of study, observations, comparison and
experiment.
Objectives of Research
Research comprises
• Defining and redefining the problems
• Formulating the hypotheses or suggested solutions.
• Collecting, organizing and evaluating data.
• Making deductions and reading conclusions
• And at last carefully testing the conclusions to determine whether they
fit the formulating hypotheses
Motivation in Research
• Desire to get research degree
• Desire to face challenges in solving the
unsolved problems
• Desire to get intellectual joy doing some
creative work
• Desire to be of service to the society
• Desire to get responsibility
TYPES OF RESEARCH
• Descriptive Research:-Means description of the state of
affairs as it exists at present. Researcher only reports only
what has happened or what is happening
• Applied Research:- Aims at finding solution for an
immediate problem facing a society or an industry/
business organizations
• Quantitative Research:-Based on the measurement of
quantity or amount. Applicable to phenomena that can be
expressed in terms of quantity.
• Conceptual Research: - Related to some abstract ideas or
theory. Used by philosophers and thinkers to develop new
concepts or re-interpret existing ones.
• Empirical Research: - Relies on experience or
observations alone, often without due regard for
system and theory.
• Qualitative Research: - Concerned with qualitative
phenomenon, i.e. phenomenon relating to or
involving quality or kind.
• Fundamental Research: - Mainly concerned with
generalizations and with the formulation of a
theory.
• Analytical Research: - Researcher has to use facts
on information already available and analyze these
to make a critical evaluation of the material.
RESEARCH METHODS Vs. RESEARCH
METHODOLOGY
– Research Methods:- Refers to the methods/
techniques researchers use in performing
research operations.
– Research Methodology:- It may be understood
as a science of studying how research is done
scientifically. In it we study the various steps
that are generally adopted by researcher in
studying his research problem along with the
logic behind them.
Difference between Methods and Techniques
TYPETYPE METHODSMETHODS TECHNIQUESTECHNIQUES
Library ResearchLibrary Research (i)Analysis of historical records(i)Analysis of historical records
(ii)Analysis of documents(ii)Analysis of documents
Recording of notes, Contents analysis, Tape and listeningRecording of notes, Contents analysis, Tape and listening
and analysis.and analysis.
Statistical compilation and manipulations, references andStatistical compilation and manipulations, references and
abstract guides, contents analysis.abstract guides, contents analysis.
2. Field Research2. Field Research (i) Non-participant direct observation(i) Non-participant direct observation
(ii) participant observation(ii) participant observation
(iii) Mass observation(iii) Mass observation
(iv) Mail questionnaire(iv) Mail questionnaire
(v) Opinionnaire(v) Opinionnaire
(vi) Personal interview(vi) Personal interview
(vii) Focused interview(vii) Focused interview
(ix) Telephone survey(ix) Telephone survey
(x) Case study and life history(x) Case study and life history
Observational behavioral scales, use of score cards,Observational behavioral scales, use of score cards,
etc.Interactional recording possible use of tape recorders,etc.Interactional recording possible use of tape recorders,
photo graphic techniques.Recording mass behaviour,photo graphic techniques.Recording mass behaviour,
interview using independent observers in publicinterview using independent observers in public
placesIdentification of social and economic background ofplacesIdentification of social and economic background of
respondentsUse of attitude scales, projective techniques,respondentsUse of attitude scales, projective techniques,
use of sociometric scales.Interviewer uses a detaileduse of sociometric scales.Interviewer uses a detailed
schedule with open and closed questionsInterviewerschedule with open and closed questionsInterviewer
focuses attention upon a given experience and itsfocuses attention upon a given experience and its
effectsUsed as a survey technique for information and foreffectsUsed as a survey technique for information and for
discerning opinion may also be used as a follow up ofdiscerning opinion may also be used as a follow up of
questionnaireCross sectional collection of data for intensivequestionnaireCross sectional collection of data for intensive
analysis, longitudinal collection of data of intensiveanalysis, longitudinal collection of data of intensive
charactercharacter
3. Laboratory3. Laboratory
ResearchResearch
Small groups study of random behavior, playSmall groups study of random behavior, play
and role analysisand role analysis
Small groups study of random behavior, play and roleSmall groups study of random behavior, play and role
analysisanalysis
DETERMINING SAMPLE DESIGN
Sample design is the heart of research work
Steps in Sample Design
• Define the universe
• Sampling unit
• Source list or sampling frame
• Size of sample
• Sampling method or technique
• Parameters of interest
• Budgetary constraint
• Select the sample
METHODS OF SAMPLING
Samples may be grouped into two broad
classes according to their method of
selection. Namely:
• Random or Probability Sampling
• Non- Random or Non-Probability Sampling.
Random or Probability Sampling
Major random or probability samples are
• Simple random sample
• Systematic sample
• Stratified random sample
• Multi-stage random sample
• Cluster sample or area sample
• Sequential sample or sample in installments
• Replicated or interpenetrating sample
Non –Random or Non-Probability
Sampling
Major Non-random or Non-probability
samples are:-
• Purposive sample
• Quota sample
• Convenience sample
METHODS OF COLLECTION OF DATA
While deciding about the method of data
collection to be used for the study, the
researcher should keep in mind two types.
i.e.
• Primary Data
• Secondary Data
Collection of Primary Data
There are several methods of collecting
primary data. These are:-
• Questionnaires
• Observations
• Interviews
• Schedules
Collection of Secondary Data
Secondary data means data that is already available i.e. it may be either
published or unpublished.
Published data are available in:-
• Various publications of the central, state or local governments
• Various publications by foreign governments or international bodies and
their subsidiary organizations
• Technical and trade journals
• Books, magazines and newspapers
• Reports and publications of various organizations connected with business
and industry, Banks, Stock exchanges etc.
• Reports prepared by research scholars, universities, economists etc in
different fields
• Public records and statistics, historical documents and other sources of
published information
Sources of unpublished data are many
and they include:-
Diaries
• Letters
• Unpublished biographies and autobiographies
• Data available with research scholars and
research workers, trade associations, labour
bureaus and other public/ private individuals
and organizations
PROCESSING AND ANALYSIS OF DATA
After collection of data it has to be processed
and analyzed.
Process of AnalysisProcess of Analysis
 EditingEditing
 CodingCoding
 ClassificationClassification
 TabulationTabulation
Elements /Types of Analysis
• Descriptive analysis
• Correlation analysis
• Multivariate analysis
Under multivariate we have the following analysis
– Multiple regression analysis
– Multiple discriminant analysis
– Multivariate analysis of variance (or Multi-ANOVA)
– Canonical analysis
• Inferential analysis
HYPOTHESIS TESTING
Hypothesis means a mere assumption or some supposition to be proved
or disapproved
Characteristics of Hypothesis
• It should be clear and precise
• Should be capable of being tested
• It should state the relationship between variables
• It should be limited by scope and be specific
• It should be stated as far as possible with most simple terms so that the
same is easily understandable by all concerned
• It should be consisted with most known facts
• It should be amenable to testing within a reasonable time
• Must explain the facts that gave rise to the need for explanation
Types of Hypothesis
– Null Hypothesis
– Alternative Hypothesis
Testing of Hypothesis
Procedure of testing Hypothesis
• Formulate a null or alternative Hypothesis
• Choose the level of significance of the test
• Choose the location of the critical region
• Choose the appropriate test statistics
• Compute from the sample observations for the observed value
of the chosen statistics using the relevant formula
• Compare the sample value of the chosen statistics with the
theoretical (table) value that defines the critical region.
Methods of Testing Hypothesis
• Parametric Tests or Standard tests of Hypothesis
The important parametric tests are:-
– Z- Test
– T-Test
– X- Test and
– F- Test
Non –Parametric tests or Distribution free
test of Hypothesis
A. One sample and Two sample tests
– Binomial test
– Chi- square test
– McNemar test
A. K- sample tests ( K > 3)
• Kruskal-Wallis test : H
• Friedman test
• Kendall`s coefficient of concordance: W
INTERPRETATION
• Interpretation of data means the task of
drawing conclusions and of explaining their
significance after a careful analysis of data
Techniques of Interpretation
Interpretation requires a great skill on the part of the researcher. It is an art
that one learns through practice and experience
The technique of interpretation often involves the following steps:-
• Researcher must give reasonable explanations of the relations which he
has found
• Extraneous information, if collected during the study must be
considered while interpreting the final result
• Its advisable before embarking upon final interpretation to consult
someone having insight into the study
• Researchers must accomplish the task of interpretation only after
considering all relevant factors affecting the problem.
PRESENTATION OF REPORT
A. Preliminary pages
• Title page
• Certificate of supervisor
• Table of contents
• Preface
• Acknowledgement
• Listing of tables
• Listing of figures
• Abbreviations
B. Main text
• Introduction
• Objectives
• Methodology
• Findings
• Limitations
• Conclusion and recommendations
C. End matter
• Appendix
• Bibliography
 Alphabetical order
 books reports journals
 name of author ,title ,place publisher
volume ,page
number
• Glossary

Weitere ähnliche Inhalte

Was ist angesagt?

Research Designs and Research methods
Research Designs and Research methods Research Designs and Research methods
Research Designs and Research methods jagannath Dange
 
Quantitative Data Analysis
Quantitative Data AnalysisQuantitative Data Analysis
Quantitative Data AnalysisAsma Muhamad
 
Mixed method research
Mixed method researchMixed method research
Mixed method researchmathewrebecca
 
Quantitative And Qualitative Research
Quantitative And Qualitative ResearchQuantitative And Qualitative Research
Quantitative And Qualitative Researchdoha07
 
Chapter 3 research design
Chapter 3 research designChapter 3 research design
Chapter 3 research designNiranjanHN3
 
types of qualitative research
types of qualitative researchtypes of qualitative research
types of qualitative researchhamid gittan
 
Chapter 2: Ethical Principles of Research
Chapter 2: Ethical Principles of  Research Chapter 2: Ethical Principles of  Research
Chapter 2: Ethical Principles of Research Monte Christo
 
CHARACTERISTICS OF A QUALITATIVE RESEARCH
CHARACTERISTICS OF A QUALITATIVE RESEARCHCHARACTERISTICS OF A QUALITATIVE RESEARCH
CHARACTERISTICS OF A QUALITATIVE RESEARCHMAHESWARI JAIKUMAR
 
Descriptive research
Descriptive researchDescriptive research
Descriptive researchOmar Jacalne
 
Chapter 3 Learning from Other Studies and Reviewing the Literature
Chapter 3   Learning from Other Studies and Reviewing the LiteratureChapter 3   Learning from Other Studies and Reviewing the Literature
Chapter 3 Learning from Other Studies and Reviewing the LiteratureCarla Kristina Cruz
 
The Nature of Research
The Nature of ResearchThe Nature of Research
The Nature of ResearchJo Bartolata
 
Research Methods I - Lecture 1 - Research, what is it (good for)?
Research Methods I - Lecture 1 - Research, what is it (good for)?Research Methods I - Lecture 1 - Research, what is it (good for)?
Research Methods I - Lecture 1 - Research, what is it (good for)?ResearchMethodsUCM
 
Research methodology introduction ch1
Research methodology introduction ch1Research methodology introduction ch1
Research methodology introduction ch1Dr.BAMU University
 
Definition and types of research
Definition and types of researchDefinition and types of research
Definition and types of researchfadifm
 

Was ist angesagt? (20)

Research Designs and Research methods
Research Designs and Research methods Research Designs and Research methods
Research Designs and Research methods
 
Quantitative Data Analysis
Quantitative Data AnalysisQuantitative Data Analysis
Quantitative Data Analysis
 
Mixed method research
Mixed method researchMixed method research
Mixed method research
 
Chapter three
Chapter threeChapter three
Chapter three
 
Research data interpretation
Research data interpretationResearch data interpretation
Research data interpretation
 
2. Qualitative sampling techniques by elmusharaf
2. Qualitative sampling techniques by elmusharaf2. Qualitative sampling techniques by elmusharaf
2. Qualitative sampling techniques by elmusharaf
 
Qualitative Chapter 3
Qualitative Chapter 3 Qualitative Chapter 3
Qualitative Chapter 3
 
Quantitative And Qualitative Research
Quantitative And Qualitative ResearchQuantitative And Qualitative Research
Quantitative And Qualitative Research
 
Chapter 3 research design
Chapter 3 research designChapter 3 research design
Chapter 3 research design
 
types of qualitative research
types of qualitative researchtypes of qualitative research
types of qualitative research
 
Chapter 2: Ethical Principles of Research
Chapter 2: Ethical Principles of  Research Chapter 2: Ethical Principles of  Research
Chapter 2: Ethical Principles of Research
 
CHARACTERISTICS OF A QUALITATIVE RESEARCH
CHARACTERISTICS OF A QUALITATIVE RESEARCHCHARACTERISTICS OF A QUALITATIVE RESEARCH
CHARACTERISTICS OF A QUALITATIVE RESEARCH
 
Results and discussion
Results and discussionResults and discussion
Results and discussion
 
Research design
Research design Research design
Research design
 
Descriptive research
Descriptive researchDescriptive research
Descriptive research
 
Chapter 3 Learning from Other Studies and Reviewing the Literature
Chapter 3   Learning from Other Studies and Reviewing the LiteratureChapter 3   Learning from Other Studies and Reviewing the Literature
Chapter 3 Learning from Other Studies and Reviewing the Literature
 
The Nature of Research
The Nature of ResearchThe Nature of Research
The Nature of Research
 
Research Methods I - Lecture 1 - Research, what is it (good for)?
Research Methods I - Lecture 1 - Research, what is it (good for)?Research Methods I - Lecture 1 - Research, what is it (good for)?
Research Methods I - Lecture 1 - Research, what is it (good for)?
 
Research methodology introduction ch1
Research methodology introduction ch1Research methodology introduction ch1
Research methodology introduction ch1
 
Definition and types of research
Definition and types of researchDefinition and types of research
Definition and types of research
 

Andere mochten auch (20)

marketing research by aditi
marketing research by aditi  marketing research by aditi
marketing research by aditi
 
Research process
Research processResearch process
Research process
 
Chapter 4
Chapter 4Chapter 4
Chapter 4
 
reseach part 1 introduction (33)
reseach part 1 introduction (33)reseach part 1 introduction (33)
reseach part 1 introduction (33)
 
Testofhypothesis
TestofhypothesisTestofhypothesis
Testofhypothesis
 
Research design
Research designResearch design
Research design
 
On-the-move App Testing by Moolya
On-the-move App Testing by MoolyaOn-the-move App Testing by Moolya
On-the-move App Testing by Moolya
 
Eksa
EksaEksa
Eksa
 
Researchproblem
ResearchproblemResearchproblem
Researchproblem
 
Tour Guiding Interpretation
Tour Guiding InterpretationTour Guiding Interpretation
Tour Guiding Interpretation
 
Flame retardant finishes
Flame retardant finishesFlame retardant finishes
Flame retardant finishes
 
RM 8th Feb ppt
RM 8th Feb pptRM 8th Feb ppt
RM 8th Feb ppt
 
Input subsidies vs farm machinary
Input subsidies vs farm machinaryInput subsidies vs farm machinary
Input subsidies vs farm machinary
 
Sampling design
Sampling designSampling design
Sampling design
 
Polymer fibre composites
Polymer fibre compositesPolymer fibre composites
Polymer fibre composites
 
Rsearch design
Rsearch designRsearch design
Rsearch design
 
Rm 4
Rm 4Rm 4
Rm 4
 
Rm 5
Rm 5Rm 5
Rm 5
 
research methods
research methodsresearch methods
research methods
 
research methods 1
research methods 1research methods 1
research methods 1
 

Ähnlich wie Research methodology

Methods of data collection
Methods of data collectionMethods of data collection
Methods of data collectionYogeshSorot
 
Research Methodology
Research MethodologyResearch Methodology
Research Methodologysh_neha252
 
Introduction to research methodology
Introduction to research methodologyIntroduction to research methodology
Introduction to research methodologyASIM MANZOOR
 
Researchmethodology 127986209986-phpapp02
Researchmethodology 127986209986-phpapp02Researchmethodology 127986209986-phpapp02
Researchmethodology 127986209986-phpapp02Parul Mohan
 
Advanced Research Methodology Session-4.pptx
Advanced Research Methodology Session-4.pptxAdvanced Research Methodology Session-4.pptx
Advanced Research Methodology Session-4.pptxHarariMki1
 
Scientific Research Methodology introduction.pdf
Scientific Research Methodology introduction.pdfScientific Research Methodology introduction.pdf
Scientific Research Methodology introduction.pdfCharlesSsekawu
 
Research methodology for behavioral research
Research methodology for behavioral researchResearch methodology for behavioral research
Research methodology for behavioral researchrip1971
 
Quantitative and Qualitative Approaches.pdf
Quantitative and Qualitative Approaches.pdfQuantitative and Qualitative Approaches.pdf
Quantitative and Qualitative Approaches.pdfssuser504dda
 
3.2 introduction to research
3.2 introduction to research3.2 introduction to research
3.2 introduction to researchShital Patil
 
Research/thesis for post graduate students in dentistry.
Research/thesis for post graduate students in dentistry.Research/thesis for post graduate students in dentistry.
Research/thesis for post graduate students in dentistry.Shivangi Shreya
 
Powerpoint Presentation: research design using quantitative method
Powerpoint Presentation: research design using quantitative methodPowerpoint Presentation: research design using quantitative method
Powerpoint Presentation: research design using quantitative methoddianakamaruddin
 
Lecture Rsearch methodsbmls21 and 19spt.ppt
Lecture Rsearch methodsbmls21 and 19spt.pptLecture Rsearch methodsbmls21 and 19spt.ppt
Lecture Rsearch methodsbmls21 and 19spt.pptsamwel18
 
Quant qual research(1)
Quant qual research(1)Quant qual research(1)
Quant qual research(1)Zack Clancy
 
Chapter_7_Research_design_qualitative_me.ppt
Chapter_7_Research_design_qualitative_me.pptChapter_7_Research_design_qualitative_me.ppt
Chapter_7_Research_design_qualitative_me.pptShehrozQureshi
 

Ähnlich wie Research methodology (20)

Methods of data collection
Methods of data collectionMethods of data collection
Methods of data collection
 
Research Methodology
Research MethodologyResearch Methodology
Research Methodology
 
Introduction to research methodology
Introduction to research methodologyIntroduction to research methodology
Introduction to research methodology
 
Researchmethodology 127986209986-phpapp02
Researchmethodology 127986209986-phpapp02Researchmethodology 127986209986-phpapp02
Researchmethodology 127986209986-phpapp02
 
Research methodology
Research methodologyResearch methodology
Research methodology
 
Research
Research Research
Research
 
Unit i
Unit iUnit i
Unit i
 
Advanced Research Methodology Session-4.pptx
Advanced Research Methodology Session-4.pptxAdvanced Research Methodology Session-4.pptx
Advanced Research Methodology Session-4.pptx
 
Ressearch design - Copy.ppt
Ressearch design - Copy.pptRessearch design - Copy.ppt
Ressearch design - Copy.ppt
 
Scientific Research Methodology introduction.pdf
Scientific Research Methodology introduction.pdfScientific Research Methodology introduction.pdf
Scientific Research Methodology introduction.pdf
 
Research methodology for behavioral research
Research methodology for behavioral researchResearch methodology for behavioral research
Research methodology for behavioral research
 
Quantitative and Qualitative Approaches.pdf
Quantitative and Qualitative Approaches.pdfQuantitative and Qualitative Approaches.pdf
Quantitative and Qualitative Approaches.pdf
 
3.2 introduction to research
3.2 introduction to research3.2 introduction to research
3.2 introduction to research
 
Research/thesis for post graduate students in dentistry.
Research/thesis for post graduate students in dentistry.Research/thesis for post graduate students in dentistry.
Research/thesis for post graduate students in dentistry.
 
Powerpoint Presentation: research design using quantitative method
Powerpoint Presentation: research design using quantitative methodPowerpoint Presentation: research design using quantitative method
Powerpoint Presentation: research design using quantitative method
 
Lecture Rsearch methodsbmls21 and 19spt.ppt
Lecture Rsearch methodsbmls21 and 19spt.pptLecture Rsearch methodsbmls21 and 19spt.ppt
Lecture Rsearch methodsbmls21 and 19spt.ppt
 
Lecture 7 research methodology in counselling
Lecture 7 research methodology in counsellingLecture 7 research methodology in counselling
Lecture 7 research methodology in counselling
 
Quant qual research(1)
Quant qual research(1)Quant qual research(1)
Quant qual research(1)
 
Chapter_7_Research_design_qualitative_me.ppt
Chapter_7_Research_design_qualitative_me.pptChapter_7_Research_design_qualitative_me.ppt
Chapter_7_Research_design_qualitative_me.ppt
 
Research methodology
Research methodologyResearch methodology
Research methodology
 

Mehr von Mohit Chauhan

Participatory extension
Participatory extensionParticipatory extension
Participatory extensionMohit Chauhan
 
Startup india programme
Startup india programmeStartup india programme
Startup india programmeMohit Chauhan
 
Seting up an enterprises
Seting up an enterprisesSeting up an enterprises
Seting up an enterprisesMohit Chauhan
 
Pradhan mantri jan dhan yojana
Pradhan mantri jan dhan yojanaPradhan mantri jan dhan yojana
Pradhan mantri jan dhan yojanaMohit Chauhan
 
Non performing assets
Non performing assetsNon performing assets
Non performing assetsMohit Chauhan
 
Growth and performance of agriculture and its future challenges
Growth and performance of agriculture and its future challengesGrowth and performance of agriculture and its future challenges
Growth and performance of agriculture and its future challengesMohit Chauhan
 

Mehr von Mohit Chauhan (7)

Participatory extension
Participatory extensionParticipatory extension
Participatory extension
 
Startup india programme
Startup india programmeStartup india programme
Startup india programme
 
Seting up an enterprises
Seting up an enterprisesSeting up an enterprises
Seting up an enterprises
 
Pradhan mantri jan dhan yojana
Pradhan mantri jan dhan yojanaPradhan mantri jan dhan yojana
Pradhan mantri jan dhan yojana
 
Micro finance
Micro financeMicro finance
Micro finance
 
Non performing assets
Non performing assetsNon performing assets
Non performing assets
 
Growth and performance of agriculture and its future challenges
Growth and performance of agriculture and its future challengesGrowth and performance of agriculture and its future challenges
Growth and performance of agriculture and its future challenges
 

Kürzlich hochgeladen

Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
Unit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxUnit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxVishalSingh1417
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxEsquimalt MFRC
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024Elizabeth Walsh
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17Celine George
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...Poonam Aher Patil
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptxMaritesTamaniVerdade
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin ClassesCeline George
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxVishalSingh1417
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxRamakrishna Reddy Bijjam
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...Nguyen Thanh Tu Collection
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Association for Project Management
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxVishalSingh1417
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxDenish Jangid
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsMebane Rash
 

Kürzlich hochgeladen (20)

Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
Unit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptxUnit-IV; Professional Sales Representative (PSR).pptx
Unit-IV; Professional Sales Representative (PSR).pptx
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 

Research methodology

  • 2. Meaning of Research • Is the pursuit of truth with help of study, observations, comparison and experiment. Objectives of Research Research comprises • Defining and redefining the problems • Formulating the hypotheses or suggested solutions. • Collecting, organizing and evaluating data. • Making deductions and reading conclusions • And at last carefully testing the conclusions to determine whether they fit the formulating hypotheses
  • 3. Motivation in Research • Desire to get research degree • Desire to face challenges in solving the unsolved problems • Desire to get intellectual joy doing some creative work • Desire to be of service to the society • Desire to get responsibility
  • 4. TYPES OF RESEARCH • Descriptive Research:-Means description of the state of affairs as it exists at present. Researcher only reports only what has happened or what is happening • Applied Research:- Aims at finding solution for an immediate problem facing a society or an industry/ business organizations • Quantitative Research:-Based on the measurement of quantity or amount. Applicable to phenomena that can be expressed in terms of quantity. • Conceptual Research: - Related to some abstract ideas or theory. Used by philosophers and thinkers to develop new concepts or re-interpret existing ones.
  • 5. • Empirical Research: - Relies on experience or observations alone, often without due regard for system and theory. • Qualitative Research: - Concerned with qualitative phenomenon, i.e. phenomenon relating to or involving quality or kind. • Fundamental Research: - Mainly concerned with generalizations and with the formulation of a theory. • Analytical Research: - Researcher has to use facts on information already available and analyze these to make a critical evaluation of the material.
  • 6. RESEARCH METHODS Vs. RESEARCH METHODOLOGY – Research Methods:- Refers to the methods/ techniques researchers use in performing research operations. – Research Methodology:- It may be understood as a science of studying how research is done scientifically. In it we study the various steps that are generally adopted by researcher in studying his research problem along with the logic behind them.
  • 7. Difference between Methods and Techniques TYPETYPE METHODSMETHODS TECHNIQUESTECHNIQUES Library ResearchLibrary Research (i)Analysis of historical records(i)Analysis of historical records (ii)Analysis of documents(ii)Analysis of documents Recording of notes, Contents analysis, Tape and listeningRecording of notes, Contents analysis, Tape and listening and analysis.and analysis. Statistical compilation and manipulations, references andStatistical compilation and manipulations, references and abstract guides, contents analysis.abstract guides, contents analysis. 2. Field Research2. Field Research (i) Non-participant direct observation(i) Non-participant direct observation (ii) participant observation(ii) participant observation (iii) Mass observation(iii) Mass observation (iv) Mail questionnaire(iv) Mail questionnaire (v) Opinionnaire(v) Opinionnaire (vi) Personal interview(vi) Personal interview (vii) Focused interview(vii) Focused interview (ix) Telephone survey(ix) Telephone survey (x) Case study and life history(x) Case study and life history Observational behavioral scales, use of score cards,Observational behavioral scales, use of score cards, etc.Interactional recording possible use of tape recorders,etc.Interactional recording possible use of tape recorders, photo graphic techniques.Recording mass behaviour,photo graphic techniques.Recording mass behaviour, interview using independent observers in publicinterview using independent observers in public placesIdentification of social and economic background ofplacesIdentification of social and economic background of respondentsUse of attitude scales, projective techniques,respondentsUse of attitude scales, projective techniques, use of sociometric scales.Interviewer uses a detaileduse of sociometric scales.Interviewer uses a detailed schedule with open and closed questionsInterviewerschedule with open and closed questionsInterviewer focuses attention upon a given experience and itsfocuses attention upon a given experience and its effectsUsed as a survey technique for information and foreffectsUsed as a survey technique for information and for discerning opinion may also be used as a follow up ofdiscerning opinion may also be used as a follow up of questionnaireCross sectional collection of data for intensivequestionnaireCross sectional collection of data for intensive analysis, longitudinal collection of data of intensiveanalysis, longitudinal collection of data of intensive charactercharacter 3. Laboratory3. Laboratory ResearchResearch Small groups study of random behavior, playSmall groups study of random behavior, play and role analysisand role analysis Small groups study of random behavior, play and roleSmall groups study of random behavior, play and role analysisanalysis
  • 8. DETERMINING SAMPLE DESIGN Sample design is the heart of research work Steps in Sample Design • Define the universe • Sampling unit • Source list or sampling frame • Size of sample • Sampling method or technique • Parameters of interest • Budgetary constraint • Select the sample
  • 9. METHODS OF SAMPLING Samples may be grouped into two broad classes according to their method of selection. Namely: • Random or Probability Sampling • Non- Random or Non-Probability Sampling.
  • 10. Random or Probability Sampling Major random or probability samples are • Simple random sample • Systematic sample • Stratified random sample • Multi-stage random sample • Cluster sample or area sample • Sequential sample or sample in installments • Replicated or interpenetrating sample
  • 11. Non –Random or Non-Probability Sampling Major Non-random or Non-probability samples are:- • Purposive sample • Quota sample • Convenience sample
  • 12. METHODS OF COLLECTION OF DATA While deciding about the method of data collection to be used for the study, the researcher should keep in mind two types. i.e. • Primary Data • Secondary Data
  • 13. Collection of Primary Data There are several methods of collecting primary data. These are:- • Questionnaires • Observations • Interviews • Schedules
  • 14. Collection of Secondary Data Secondary data means data that is already available i.e. it may be either published or unpublished. Published data are available in:- • Various publications of the central, state or local governments • Various publications by foreign governments or international bodies and their subsidiary organizations • Technical and trade journals • Books, magazines and newspapers • Reports and publications of various organizations connected with business and industry, Banks, Stock exchanges etc. • Reports prepared by research scholars, universities, economists etc in different fields • Public records and statistics, historical documents and other sources of published information
  • 15. Sources of unpublished data are many and they include:- Diaries • Letters • Unpublished biographies and autobiographies • Data available with research scholars and research workers, trade associations, labour bureaus and other public/ private individuals and organizations
  • 16. PROCESSING AND ANALYSIS OF DATA After collection of data it has to be processed and analyzed. Process of AnalysisProcess of Analysis  EditingEditing  CodingCoding  ClassificationClassification  TabulationTabulation
  • 17. Elements /Types of Analysis • Descriptive analysis • Correlation analysis • Multivariate analysis Under multivariate we have the following analysis – Multiple regression analysis – Multiple discriminant analysis – Multivariate analysis of variance (or Multi-ANOVA) – Canonical analysis • Inferential analysis
  • 18. HYPOTHESIS TESTING Hypothesis means a mere assumption or some supposition to be proved or disapproved Characteristics of Hypothesis • It should be clear and precise • Should be capable of being tested • It should state the relationship between variables • It should be limited by scope and be specific • It should be stated as far as possible with most simple terms so that the same is easily understandable by all concerned • It should be consisted with most known facts • It should be amenable to testing within a reasonable time • Must explain the facts that gave rise to the need for explanation
  • 19. Types of Hypothesis – Null Hypothesis – Alternative Hypothesis
  • 20. Testing of Hypothesis Procedure of testing Hypothesis • Formulate a null or alternative Hypothesis • Choose the level of significance of the test • Choose the location of the critical region • Choose the appropriate test statistics • Compute from the sample observations for the observed value of the chosen statistics using the relevant formula • Compare the sample value of the chosen statistics with the theoretical (table) value that defines the critical region.
  • 21. Methods of Testing Hypothesis • Parametric Tests or Standard tests of Hypothesis The important parametric tests are:- – Z- Test – T-Test – X- Test and – F- Test
  • 22. Non –Parametric tests or Distribution free test of Hypothesis A. One sample and Two sample tests – Binomial test – Chi- square test – McNemar test A. K- sample tests ( K > 3) • Kruskal-Wallis test : H • Friedman test • Kendall`s coefficient of concordance: W
  • 23. INTERPRETATION • Interpretation of data means the task of drawing conclusions and of explaining their significance after a careful analysis of data
  • 24. Techniques of Interpretation Interpretation requires a great skill on the part of the researcher. It is an art that one learns through practice and experience The technique of interpretation often involves the following steps:- • Researcher must give reasonable explanations of the relations which he has found • Extraneous information, if collected during the study must be considered while interpreting the final result • Its advisable before embarking upon final interpretation to consult someone having insight into the study • Researchers must accomplish the task of interpretation only after considering all relevant factors affecting the problem.
  • 25. PRESENTATION OF REPORT A. Preliminary pages • Title page • Certificate of supervisor • Table of contents • Preface • Acknowledgement • Listing of tables • Listing of figures • Abbreviations
  • 26. B. Main text • Introduction • Objectives • Methodology • Findings • Limitations • Conclusion and recommendations
  • 27. C. End matter • Appendix • Bibliography  Alphabetical order  books reports journals  name of author ,title ,place publisher volume ,page number • Glossary