SlideShare a Scribd company logo
1 of 53
Qualitative
Research
and its Format
What is a qualitative research?
 It is exploratory research that is used to
understand the reasons and opinions of
individuals. Moreover, it is an important
market-based research study that focuses on
obtaining qualitative data through open-ended
conversations.
The purpose is to comprehend the main
problem and develop ideas and methods
for future quantitative research.
Parts of the Research
Paper
Chapter 1
Chapter 2
Drafting a strong literature review is
considered the foundation of any
research. It helps to evaluate existing
research and tells your teacher how your
research is relevant to the respective
field. Moreover, it also discusses new
insights that your research will contribute
to the field of study.
Thus, a writer needs to be well
prepared to utilize:
 multiple scholarly sources
 organizational plan to combine both
the summary and synthesis of the
previous literature
Review of the Related
Literature and Studies
Introduction
Body
Synthesis
What is the importance of a good
Literature Review?
It shows that the writer is familiar with
the topic and the relevant literature.
It helps to develop a theoretical
framework and methodology for your
research.
It positions a writer in relation to other
researchers and scholars.
It enables you to identify a research
gap and contribute to filling that
void by contributing to the field.
It resolves any conflicts between
the previous studies.
Common Mistakes to Avoid
 Students do not take sufficient time to define
and identify the most relevant sources.
 Sources of your literature review are not
related to the research problem.
 Excessive reliance on secondary sources
rather than relevant primary data.
 Accepting other research findings as valid rather
than critically examining the research design and
analysis.
 Not describing the search procedures to identify the
review of the literature.
 Only considering statistical results as valid rather
than integrating the chi-squared or meta-analytic
methods.
 Not considering the research findings and
interpretations found in the literature.
Chapter 3
A research methodology is the
blueprint of a study that provides an
interpretation of the data gathered.
Then draw a conclusion about it.
Researchers use various techniques
to answer their research questions,
such as qualitative, quantitative, lab
experiments, etc.
The main purpose of the research methodology
is to:
 Analyze information about the topic.
 Allow the reader to evaluate the overall
validity and reliability critically.
 Discover the answers to questions through
scientific methods.
Moreover, in the research methodology
section, the researcher has to answer two
questions:
 How was the data analyzed?
 How was the data collected or
generated?
RESEARCH METHODOLOGY / METHODOLOGY
OF THE STUDY
 Research Design
 Sources of Data
 Data Gathering Procedure
 Statistical Treatment
How to Write a Research
Methodology?
Steps to help you write a great research
methodology for your research paper:
1. Explain the Methodological Approach
2. Describe the Methods of Data
Collection
3. Describe your Data Analysis Methods
4. Evaluate the Methodology you select
Explain the Methodological Approach
Below are some questions that you need to
answer in this section:
 Do you need quantitative or qualitative data?
 Do you need to collect primary or secondary
data for your research?
 Do you select experimental or descriptive
data?
However, it depends on the discipline and
approach. You could start by discussing the
rationale and assumptions underpinning your
methodology.
 Do you use a standard methodology?
 What is the best method to answer your
research questions?
 What are the main reliability and validity
criteria of research?
Describe the Methods of Data
Collection
Qualitative Method
Quantitative Method
Qualitative Method:
 Interviews
 Participant Observation
 Existing Data
Quantitative Method
 Surveys
 Experiments
Describe your Data Analysis
Methods
In this step, you should explain how
you have analyzed and processed
data. However, do not go into in-depth
and not discuss the results of your
work at this step.
Evaluate the Methodology you Select
The methodology section is important because
it provides the readers with why you selected a
certain method. Also, you have to discuss the
weaknesses of the selected approach.
However, describe why its strengths have
convinced you to choose it.
Tips for Writing the Strong
Research Methodology
Tips to write a perfect research methodology:
 Focus on your objective and research
questions.
 Cite relevant sources in your paper.
 Select the research methods and techniques
carefully.
 Gather data according to the research
problem.
 Choose the correct type of research like a
case study, statistical analysis, etc.
Keep the target audience in your mind.
The methodology must be structured properly
and clearly.
Create the proper outline and follow it
throughout the writing phase.
Provide solid reasons why you select this
research method.
Write about how you select this research
methodology.
 Avoid writing irrelevant details.
 Discuss obstacles that you face when
conducting the research.
 Collect data from reliable and credible
sources.
 Proofread them before submitting and
publishing them.
The five parts of research methodology
are:
 Introduction and overview
 Data collection methods
 Research design
 Methods of data analysis
 Limitations of research
Types of Quantitative Research Design
 Experimental
 Quasi-experimental
 Correlational
 Descriptive
Types of Qualitative Research Design
 Case Study
 Ethnography
 Grounded Theory
 Phenomenology
Chapter 4
PRESENTATION, ANALYSIS AND
INTERPRETATION OF DATA
What to do before Chapter 4?
 Develop a research instrument
 Distribute the instrument to the
respondents/participants
 Collect the data
 Apply the statistical technique/computation
to the data
Develop a Research Instrument
 Adopt or Adapt a pre-existing
instrument
 Develop a questionnaire
Collect the Data
 Plan your data collection
What are the factors that should
be put in Chapter 4?
Chapter 4 Content
 Presentation of Data
 Analysis of Data
 Interpretation of Data
Presentation of Data
The data are usually presented in tables,
charts and/or figures with textual
interpretation/s. However, the two common
used tools in data presentation are tables and
charts/graphs.
Graphs/Figures
- show relations, comparisons, and distributions in a
set of data like absolute values, percentages, or
index numbers.
These could be:
 Area graph
 Bar graph
 Pie Graph
 Column Graph
 Line Graph
Table
- provides exact values and illustrates
results efficiently as they enable the
researcher to present a large amount of
data in a small amount of space. The
elements in a table are title, rows,
column, label, and data.
Analysis of Data
It is the process of inspecting, rearranging,
modifying and transforming data to extract
useful information from it. Researchers must
take note on maintaining the integrity of the
data and be the credible data analyst.
Interpretation of Data
The intelligence and logic of the researchers
are required in this part. The analysis and
interpretation will be the bases of the findings
of the study.
The Levels of Interpreting Data
Level 1: The data collected are compared and contrasted
Level 2: Explain the internal validity, consistency and reliability
of results
Level 3: Explain the external validity of results, and the
applicability of external conditions
Level 4: Relate or connect the interpretation of data with
theory or with review of the related literature.
Chapter 5
SUMMARY OF FINDINGS, CONCLUSION
AND RECOMMENDATIONS
 Summary of Findings
 Conclusions
PR 1.pptx

More Related Content

Similar to PR 1.pptx

1 HOW TO LAY OUT A RESEARCH PROPOSAL Title Page .docx
1 HOW TO LAY OUT A RESEARCH PROPOSAL  Title Page .docx1 HOW TO LAY OUT A RESEARCH PROPOSAL  Title Page .docx
1 HOW TO LAY OUT A RESEARCH PROPOSAL Title Page .docx
oswald1horne84988
 
MSc Managerial Psychology Assessment Brief .docx
MSc Managerial Psychology  Assessment Brief   .docxMSc Managerial Psychology  Assessment Brief   .docx
MSc Managerial Psychology Assessment Brief .docx
griffinruthie22
 
Research ProposalThe written research proposal will be created b.docx
Research ProposalThe written research proposal will be created b.docxResearch ProposalThe written research proposal will be created b.docx
Research ProposalThe written research proposal will be created b.docx
mackulaytoni
 
Organisational Leadership UU-PSY703 Page 1 Org.docx
Organisational Leadership  UU-PSY703 Page 1 Org.docxOrganisational Leadership  UU-PSY703 Page 1 Org.docx
Organisational Leadership UU-PSY703 Page 1 Org.docx
gertrudebellgrove
 
Research mrthods in environmental science.pptx
Research mrthods in environmental science.pptxResearch mrthods in environmental science.pptx
Research mrthods in environmental science.pptx
NoreenRafique3
 
1 RSCH 600 Research Proposal writing RESEA
1  RSCH 600 Research Proposal writing    RESEA1  RSCH 600 Research Proposal writing    RESEA
1 RSCH 600 Research Proposal writing RESEA
MartineMccracken314
 
1 RSCH 600 Research Proposal writing RESEA
1  RSCH 600 Research Proposal writing    RESEA1  RSCH 600 Research Proposal writing    RESEA
1 RSCH 600 Research Proposal writing RESEA
AbbyWhyte974
 
Research ProposalThe written research proposal will be created b.docx
Research ProposalThe written research proposal will be created b.docxResearch ProposalThe written research proposal will be created b.docx
Research ProposalThe written research proposal will be created b.docx
daynamckernon
 
Content of Reserach Proposal.pptx
Content of Reserach Proposal.pptxContent of Reserach Proposal.pptx
Content of Reserach Proposal.pptx
AdanePetros3
 
Research proposal 4presentation
Research proposal 4presentationResearch proposal 4presentation
Research proposal 4presentation
Sid Shafee
 
Part 3 (Due 11915)To begin, work through the .docx
Part 3 (Due 11915)To begin, work through the .docxPart 3 (Due 11915)To begin, work through the .docx
Part 3 (Due 11915)To begin, work through the .docx
herbertwilson5999
 
8.0 RESEARCH METHODS These guidelines address postgr.docx
8.0  RESEARCH METHODS  These guidelines address postgr.docx8.0  RESEARCH METHODS  These guidelines address postgr.docx
8.0 RESEARCH METHODS These guidelines address postgr.docx
priestmanmable
 

Similar to PR 1.pptx (20)

1 HOW TO LAY OUT A RESEARCH PROPOSAL Title Page .docx
1 HOW TO LAY OUT A RESEARCH PROPOSAL  Title Page .docx1 HOW TO LAY OUT A RESEARCH PROPOSAL  Title Page .docx
1 HOW TO LAY OUT A RESEARCH PROPOSAL Title Page .docx
 
MSc Managerial Psychology Assessment Brief .docx
MSc Managerial Psychology  Assessment Brief   .docxMSc Managerial Psychology  Assessment Brief   .docx
MSc Managerial Psychology Assessment Brief .docx
 
Research ProposalThe written research proposal will be created b.docx
Research ProposalThe written research proposal will be created b.docxResearch ProposalThe written research proposal will be created b.docx
Research ProposalThe written research proposal will be created b.docx
 
purposive communication in complex world
purposive communication in complex worldpurposive communication in complex world
purposive communication in complex world
 
Organisational Leadership UU-PSY703 Page 1 Org.docx
Organisational Leadership  UU-PSY703 Page 1 Org.docxOrganisational Leadership  UU-PSY703 Page 1 Org.docx
Organisational Leadership UU-PSY703 Page 1 Org.docx
 
Research mrthods in environmental science.pptx
Research mrthods in environmental science.pptxResearch mrthods in environmental science.pptx
Research mrthods in environmental science.pptx
 
1 RSCH 600 Research Proposal writing RESEA
1  RSCH 600 Research Proposal writing    RESEA1  RSCH 600 Research Proposal writing    RESEA
1 RSCH 600 Research Proposal writing RESEA
 
1 RSCH 600 Research Proposal writing RESEA
1  RSCH 600 Research Proposal writing    RESEA1  RSCH 600 Research Proposal writing    RESEA
1 RSCH 600 Research Proposal writing RESEA
 
Research ProposalThe written research proposal will be created b.docx
Research ProposalThe written research proposal will be created b.docxResearch ProposalThe written research proposal will be created b.docx
Research ProposalThe written research proposal will be created b.docx
 
reading and writing RESEARCH REPORT.pptx
reading and writing RESEARCH REPORT.pptxreading and writing RESEARCH REPORT.pptx
reading and writing RESEARCH REPORT.pptx
 
designing proposal for research projects budget and funding schemes
designing proposal for research projects budget and funding schemesdesigning proposal for research projects budget and funding schemes
designing proposal for research projects budget and funding schemes
 
WritingWinningResearchProposal28022019.pdf
WritingWinningResearchProposal28022019.pdfWritingWinningResearchProposal28022019.pdf
WritingWinningResearchProposal28022019.pdf
 
Content of Reserach Proposal.pptx
Content of Reserach Proposal.pptxContent of Reserach Proposal.pptx
Content of Reserach Proposal.pptx
 
Research proposal 4presentation
Research proposal 4presentationResearch proposal 4presentation
Research proposal 4presentation
 
research process
 research process research process
research process
 
Part 3 (Due 11915)To begin, work through the .docx
Part 3 (Due 11915)To begin, work through the .docxPart 3 (Due 11915)To begin, work through the .docx
Part 3 (Due 11915)To begin, work through the .docx
 
GBS MSCBDA - Dissertation Guidelines.pdf
GBS MSCBDA - Dissertation Guidelines.pdfGBS MSCBDA - Dissertation Guidelines.pdf
GBS MSCBDA - Dissertation Guidelines.pdf
 
Perfect dissertation writing service
Perfect dissertation writing servicePerfect dissertation writing service
Perfect dissertation writing service
 
8.0 RESEARCH METHODS These guidelines address postgr.docx
8.0  RESEARCH METHODS  These guidelines address postgr.docx8.0  RESEARCH METHODS  These guidelines address postgr.docx
8.0 RESEARCH METHODS These guidelines address postgr.docx
 
How to write a scientific paper 27.11.16
How to write a scientific paper 27.11.16How to write a scientific paper 27.11.16
How to write a scientific paper 27.11.16
 

Recently uploaded

The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 
Spellings Wk 4 and Wk 5 for Grade 4 at CAPS
Spellings Wk 4 and Wk 5 for Grade 4 at CAPSSpellings Wk 4 and Wk 5 for Grade 4 at CAPS
Spellings Wk 4 and Wk 5 for Grade 4 at CAPS
AnaAcapella
 

Recently uploaded (20)

Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)
 
Philosophy of china and it's charactistics
Philosophy of china and it's charactisticsPhilosophy of china and it's charactistics
Philosophy of china and it's charactistics
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptx
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
 
Simple, Complex, and Compound Sentences Exercises.pdf
Simple, Complex, and Compound Sentences Exercises.pdfSimple, Complex, and Compound Sentences Exercises.pdf
Simple, Complex, and Compound Sentences Exercises.pdf
 
Spellings Wk 4 and Wk 5 for Grade 4 at CAPS
Spellings Wk 4 and Wk 5 for Grade 4 at CAPSSpellings Wk 4 and Wk 5 for Grade 4 at CAPS
Spellings Wk 4 and Wk 5 for Grade 4 at CAPS
 
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdfFICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
FICTIONAL SALESMAN/SALESMAN SNSW 2024.pdf
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
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...
 
Tatlong Kwento ni Lola basyang-1.pdf arts
Tatlong Kwento ni Lola basyang-1.pdf artsTatlong Kwento ni Lola basyang-1.pdf arts
Tatlong Kwento ni Lola basyang-1.pdf arts
 
Interdisciplinary_Insights_Data_Collection_Methods.pptx
Interdisciplinary_Insights_Data_Collection_Methods.pptxInterdisciplinary_Insights_Data_Collection_Methods.pptx
Interdisciplinary_Insights_Data_Collection_Methods.pptx
 
Basic Intentional Injuries Health Education
Basic Intentional Injuries Health EducationBasic Intentional Injuries Health Education
Basic Intentional Injuries Health Education
 
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...
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdf
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfUnit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
 
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
 

PR 1.pptx

  • 2. What is a qualitative research?  It is exploratory research that is used to understand the reasons and opinions of individuals. Moreover, it is an important market-based research study that focuses on obtaining qualitative data through open-ended conversations.
  • 3. The purpose is to comprehend the main problem and develop ideas and methods for future quantitative research.
  • 4. Parts of the Research Paper
  • 6.
  • 8. Drafting a strong literature review is considered the foundation of any research. It helps to evaluate existing research and tells your teacher how your research is relevant to the respective field. Moreover, it also discusses new insights that your research will contribute to the field of study.
  • 9. Thus, a writer needs to be well prepared to utilize:  multiple scholarly sources  organizational plan to combine both the summary and synthesis of the previous literature
  • 10.
  • 11. Review of the Related Literature and Studies Introduction Body Synthesis
  • 12. What is the importance of a good Literature Review?
  • 13. It shows that the writer is familiar with the topic and the relevant literature. It helps to develop a theoretical framework and methodology for your research. It positions a writer in relation to other researchers and scholars.
  • 14. It enables you to identify a research gap and contribute to filling that void by contributing to the field. It resolves any conflicts between the previous studies.
  • 15. Common Mistakes to Avoid  Students do not take sufficient time to define and identify the most relevant sources.  Sources of your literature review are not related to the research problem.  Excessive reliance on secondary sources rather than relevant primary data.
  • 16.  Accepting other research findings as valid rather than critically examining the research design and analysis.  Not describing the search procedures to identify the review of the literature.  Only considering statistical results as valid rather than integrating the chi-squared or meta-analytic methods.  Not considering the research findings and interpretations found in the literature.
  • 18. A research methodology is the blueprint of a study that provides an interpretation of the data gathered. Then draw a conclusion about it. Researchers use various techniques to answer their research questions, such as qualitative, quantitative, lab experiments, etc.
  • 19. The main purpose of the research methodology is to:  Analyze information about the topic.  Allow the reader to evaluate the overall validity and reliability critically.  Discover the answers to questions through scientific methods.
  • 20. Moreover, in the research methodology section, the researcher has to answer two questions:  How was the data analyzed?  How was the data collected or generated?
  • 21. RESEARCH METHODOLOGY / METHODOLOGY OF THE STUDY  Research Design  Sources of Data  Data Gathering Procedure  Statistical Treatment
  • 22. How to Write a Research Methodology?
  • 23. Steps to help you write a great research methodology for your research paper: 1. Explain the Methodological Approach 2. Describe the Methods of Data Collection 3. Describe your Data Analysis Methods 4. Evaluate the Methodology you select
  • 24. Explain the Methodological Approach Below are some questions that you need to answer in this section:  Do you need quantitative or qualitative data?  Do you need to collect primary or secondary data for your research?  Do you select experimental or descriptive data?
  • 25. However, it depends on the discipline and approach. You could start by discussing the rationale and assumptions underpinning your methodology.  Do you use a standard methodology?  What is the best method to answer your research questions?  What are the main reliability and validity criteria of research?
  • 26. Describe the Methods of Data Collection Qualitative Method Quantitative Method
  • 27. Qualitative Method:  Interviews  Participant Observation  Existing Data
  • 29. Describe your Data Analysis Methods In this step, you should explain how you have analyzed and processed data. However, do not go into in-depth and not discuss the results of your work at this step.
  • 30. Evaluate the Methodology you Select The methodology section is important because it provides the readers with why you selected a certain method. Also, you have to discuss the weaknesses of the selected approach. However, describe why its strengths have convinced you to choose it.
  • 31. Tips for Writing the Strong Research Methodology
  • 32. Tips to write a perfect research methodology:  Focus on your objective and research questions.  Cite relevant sources in your paper.  Select the research methods and techniques carefully.  Gather data according to the research problem.  Choose the correct type of research like a case study, statistical analysis, etc.
  • 33. Keep the target audience in your mind. The methodology must be structured properly and clearly. Create the proper outline and follow it throughout the writing phase. Provide solid reasons why you select this research method. Write about how you select this research methodology.
  • 34.  Avoid writing irrelevant details.  Discuss obstacles that you face when conducting the research.  Collect data from reliable and credible sources.  Proofread them before submitting and publishing them.
  • 35. The five parts of research methodology are:  Introduction and overview  Data collection methods  Research design  Methods of data analysis  Limitations of research
  • 36. Types of Quantitative Research Design  Experimental  Quasi-experimental  Correlational  Descriptive
  • 37. Types of Qualitative Research Design  Case Study  Ethnography  Grounded Theory  Phenomenology
  • 40. What to do before Chapter 4?  Develop a research instrument  Distribute the instrument to the respondents/participants  Collect the data  Apply the statistical technique/computation to the data
  • 41. Develop a Research Instrument  Adopt or Adapt a pre-existing instrument  Develop a questionnaire
  • 42. Collect the Data  Plan your data collection
  • 43. What are the factors that should be put in Chapter 4?
  • 44. Chapter 4 Content  Presentation of Data  Analysis of Data  Interpretation of Data
  • 45. Presentation of Data The data are usually presented in tables, charts and/or figures with textual interpretation/s. However, the two common used tools in data presentation are tables and charts/graphs.
  • 46. Graphs/Figures - show relations, comparisons, and distributions in a set of data like absolute values, percentages, or index numbers. These could be:  Area graph  Bar graph  Pie Graph  Column Graph  Line Graph
  • 47. Table - provides exact values and illustrates results efficiently as they enable the researcher to present a large amount of data in a small amount of space. The elements in a table are title, rows, column, label, and data.
  • 48. Analysis of Data It is the process of inspecting, rearranging, modifying and transforming data to extract useful information from it. Researchers must take note on maintaining the integrity of the data and be the credible data analyst.
  • 49. Interpretation of Data The intelligence and logic of the researchers are required in this part. The analysis and interpretation will be the bases of the findings of the study.
  • 50. The Levels of Interpreting Data Level 1: The data collected are compared and contrasted Level 2: Explain the internal validity, consistency and reliability of results Level 3: Explain the external validity of results, and the applicability of external conditions Level 4: Relate or connect the interpretation of data with theory or with review of the related literature.
  • 52. SUMMARY OF FINDINGS, CONCLUSION AND RECOMMENDATIONS  Summary of Findings  Conclusions