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DATA ANALYSIS & REPORT
WRITING
Dr. Anita Rathod
Dr. Anita Rathod, BBA Dept, ICCS, Pune
CONTENT -
• Data Processing
• Analysis
• Interpretation
• Meaning & Characteristics of Research Report
• Steps involve in report writing
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
A research report is a precise
presentation of the work done by a
researcher while investigating a
particular problem and whether the
study is conducted by an individual
researcher or by an Institution.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
The findings of the study should be reported for
several reasons. These are :-
 People learn more about the area of study,
 The discipline gets enriched with new
knowledge and theories,
 Researcher and practitioners in the field can
apply, test and retest the findings already
arrived it,
 Other researchers can refer to the findings and
utilize the findings for further research,
 Findings can be utilized and implemented by
the policy makers or those who had sponsored
the project.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
The entire research report is mainly divided
into three major divisions :-
 The Beginning,
 The Main Body, and
 The End
Dr. Anita Rathod, BBA Dept, ICCS, Pune
 Cover or Title Page
 Second Cover
 Preface
 Acknowledgement
 Contents
 List of Tables
 List of Figures
 Glossary
 List of Abbriviations
Dr. Anita Rathod, BBA Dept, ICCS, Pune
 Introduction
 Review of Literature
 Design of the Study
 Analysis and Interpretation of Data
 Main Findings and Conclusion
 Summary
Dr. Anita Rathod, BBA Dept, ICCS, Pune
 BIBLIOGRAPHY
AND REFERENCES
Dr. Anita Rathod, BBA Dept, ICCS, Pune
 Appendices
 Title of the Topic,
 Relationship of the Report to a Degree, Course,
or Organizational Requirement,
 Name of Researcher,
 Name of Supervisor,
 Name of the Institution where the report is
submitted, and
 The Date of Submission
Dr. Anita Rathod, BBA Dept, ICCS, Pune
A Preface should include the reason why the topic
was selected by the researcher. It may explain
the history, scope, methodology and the
researcher’s opinion about the study.
The Preface and acknowledgement can be in
continuation or written separately. This page
follows the inner title page. It records
acknowledgement with sincerity for the
unusual help received form other to conduct
the study. The acknowledgement should be
non-emotional and simple.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
A table of content indicates the logical division of
the report into various sections and
subsections. In other word, the table of contents
presents in itemized form, the beginning, the
main body and the end of the report. It should
also indicate the page reference for each
chapter or section and sub-section on the right
hand side of the table.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Preface i
Acknowledgement ii
Table of Contents iii
Chapter I Introduction 1-11
Chapter II Review of Literature 12-20
Chapter III Research Methodology 21-32
Chapter IV The Profile of Respondents 33-42
i) Social Status 34
ii) Economic Status 37
iii) Educational Status 39
Chapter V Awareness Level of the Urban Couples 42-57
i) Awareness Level among the Females 44
Dr. Anita Rathod, BBA Dept, ICCS, Pune
ii) Awareness Level among the Males 51
Chapter VI Evaluation of Programmes 58-72
i) The Programmes 59
ii) Opinion of the Beneficiaries 62
Chapter VII Major Findings 73-84
Chapter VIII Conclusion and Suggestions 85-94
Bibliography 95
Appendices
I List of Voluntary Organisation 109
II Interview Schedule for Female 112
III Interview Schedule for Male 114
IV List of Photograph 119
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Table Title Page
1 Age of respondent 5
2 Level of Education 12
3 Occupation Pattern 15
4 Marital Status of Respondents 19
5 Size of the Family 26
6 Income of the Family 29
7 Opinion of the Respondents 37
Dr. Anita Rathod, BBA Dept, ICCS, Pune
THE PAGE ‘LIST OF FIGURES’
COMES IMMEDIATELY
AFTER THE ‘LIST OF
TABLES’ PAGE.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Figure Title Page
1 Conceptual Framework 7
2 Network Model 9
3 Communication Network 13
4 Implementation of Schemes 18
5 Organizational Chart 24
6 Staffing Pattern 33
A Glossary is a short dictionary, explaining the
technical terms and phrases which are used
with special connotation by the author. Entries
of the technical termed are made in
alphabetical order. A Glossary may appear in
the introductory pages although it usually
comes after the bibliography.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
To avoid repeating long names again and again,
a researcher uses abbreviation. Since
abbreviations are not universal, it is necessary
to provide the full form of the abbreviations
in the beginning.
Example:
AIR – All India Radio
ASC – Academic Staff College
LU- Lucknow University
Dr. Anita Rathod, BBA Dept, ICCS, Pune
The report should be very concise, unambiguous, and
creatively presented. The presentation should be
simple, direct and in short sentences.
In the case of citations, only the last name of the author is
used and in all cases academic and allied titles like Dr.,
Prof., Mr., Mrs., etc. should be avoided.
Special care should be taken while using quantitative
terms in a report. No sentences should begin with
numerical like ‘20 students’, instead should start as
“Twenty students’. Commas should be used when
numbers exceed three digits- 10,233 or 468,798.
Language, grammar and usage are very important in
research report.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Articles, papers, books, monographs etc. quoted
inside the text should always accompany
relevant references, i.e. the author and the year
of publication e.g. (Bhartiya, 2012). If a few
lines or sentences are actually quoted from a
source, the page number too should be noted
e.g. (Bhartiya, 2012: 46-49)
Dr. Anita Rathod, BBA Dept, ICCS, Pune
LIST OF SOME IMPORTANT
ABBREVIATIONS USED IN
FOOTNOTES AND BIBLIOGRAPHY.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Research reports present both bibliographies and
references.
A Bibliography is a list of titles- books, research
reports, articles, etc. that may or may not have
been referred to in the text of the research
report.
References include only such studies, books or
papers that have been actually referred to in
the text of the research report.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
There are mainly two style manuals detailing
general form and style for research reports.
Thee are: -
 American Psychological Association,
Publication Manual, 3rd ed. Washington DC:
American Psychological Association, 1983.
 The Chicago Manual of Style, 13th rev. ed.,
Chicago University of Chicago Press, 1982.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
There are mainly two types of referencing:-
 Arranging references in alphabetical order
where the researcher has cited the name of
author and year of publication/completion of
the work in the text.
 Arranging references in a sequence as they
appear in the text of the research report. In this
case, related statement in the body of the text is
numbered.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Verma, K. and Singh, B. (2012), Principles of
Economics, Rawat Publication, Jaipur.
Verma, K. and Singh, B. (2012). Principles of
Economics. Jaipur: Rawat Publication.
Verma, K., Agrawal, M. and Singh, B. (2012).
Principles of Economics. Jaipur: Rawat
Publication.
Verma, K. (ed.). (2012). Principles of Economics.
Jaipur: Rawat Publication.
Verma, K. et. al. (2012). Principles of Economics.
Jaipur: Rawat Publication.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Appendices present the raw data, the true copy of
the tools used in the study, important statistical
calculation, photographs and charts not used
inside the text. These are serially like Appendix
1, Appendix 2, Appendix 3, or Appendix I,
Appendix II, Appendix III, or Appendix A,
Appendix B, Appendix C.
Dr. Anita Rathod, BBA Dept, ICCS, Pune
REFERENCES FOR THE RESEARCH REPORT
• https://shodhganga.inflibnet.ac.in/handle/10603/86300
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Sample abstract page
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Sample Introduction Page
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Sample Results Section
Dr. Anita Rathod, BBA Dept, ICCS, Pune
Sample References Page
Dr. Anita Rathod, BBA Dept, ICCS, Pune

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Data Analysis, Data Interpretation, Research Report, Project report writing

  • 1. DATA ANALYSIS & REPORT WRITING Dr. Anita Rathod Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 2. CONTENT - • Data Processing • Analysis • Interpretation • Meaning & Characteristics of Research Report • Steps involve in report writing Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 3. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 4. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 5. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 6. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 7. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 8. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 9. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 10. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 11. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 12. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 13. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 14. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 15. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 16. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 17. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 18. A research report is a precise presentation of the work done by a researcher while investigating a particular problem and whether the study is conducted by an individual researcher or by an Institution. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 19. The findings of the study should be reported for several reasons. These are :-  People learn more about the area of study,  The discipline gets enriched with new knowledge and theories,  Researcher and practitioners in the field can apply, test and retest the findings already arrived it,  Other researchers can refer to the findings and utilize the findings for further research,  Findings can be utilized and implemented by the policy makers or those who had sponsored the project. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 20. The entire research report is mainly divided into three major divisions :-  The Beginning,  The Main Body, and  The End Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 21.  Cover or Title Page  Second Cover  Preface  Acknowledgement  Contents  List of Tables  List of Figures  Glossary  List of Abbriviations Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 22.  Introduction  Review of Literature  Design of the Study  Analysis and Interpretation of Data  Main Findings and Conclusion  Summary Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 23.  BIBLIOGRAPHY AND REFERENCES Dr. Anita Rathod, BBA Dept, ICCS, Pune  Appendices
  • 24.  Title of the Topic,  Relationship of the Report to a Degree, Course, or Organizational Requirement,  Name of Researcher,  Name of Supervisor,  Name of the Institution where the report is submitted, and  The Date of Submission Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 25. A Preface should include the reason why the topic was selected by the researcher. It may explain the history, scope, methodology and the researcher’s opinion about the study. The Preface and acknowledgement can be in continuation or written separately. This page follows the inner title page. It records acknowledgement with sincerity for the unusual help received form other to conduct the study. The acknowledgement should be non-emotional and simple. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 26. A table of content indicates the logical division of the report into various sections and subsections. In other word, the table of contents presents in itemized form, the beginning, the main body and the end of the report. It should also indicate the page reference for each chapter or section and sub-section on the right hand side of the table. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 27. Preface i Acknowledgement ii Table of Contents iii Chapter I Introduction 1-11 Chapter II Review of Literature 12-20 Chapter III Research Methodology 21-32 Chapter IV The Profile of Respondents 33-42 i) Social Status 34 ii) Economic Status 37 iii) Educational Status 39 Chapter V Awareness Level of the Urban Couples 42-57 i) Awareness Level among the Females 44 Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 28. ii) Awareness Level among the Males 51 Chapter VI Evaluation of Programmes 58-72 i) The Programmes 59 ii) Opinion of the Beneficiaries 62 Chapter VII Major Findings 73-84 Chapter VIII Conclusion and Suggestions 85-94 Bibliography 95 Appendices I List of Voluntary Organisation 109 II Interview Schedule for Female 112 III Interview Schedule for Male 114 IV List of Photograph 119 Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 29. Table Title Page 1 Age of respondent 5 2 Level of Education 12 3 Occupation Pattern 15 4 Marital Status of Respondents 19 5 Size of the Family 26 6 Income of the Family 29 7 Opinion of the Respondents 37 Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 30. THE PAGE ‘LIST OF FIGURES’ COMES IMMEDIATELY AFTER THE ‘LIST OF TABLES’ PAGE. Dr. Anita Rathod, BBA Dept, ICCS, Pune Figure Title Page 1 Conceptual Framework 7 2 Network Model 9 3 Communication Network 13 4 Implementation of Schemes 18 5 Organizational Chart 24 6 Staffing Pattern 33
  • 31. A Glossary is a short dictionary, explaining the technical terms and phrases which are used with special connotation by the author. Entries of the technical termed are made in alphabetical order. A Glossary may appear in the introductory pages although it usually comes after the bibliography. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 32. To avoid repeating long names again and again, a researcher uses abbreviation. Since abbreviations are not universal, it is necessary to provide the full form of the abbreviations in the beginning. Example: AIR – All India Radio ASC – Academic Staff College LU- Lucknow University Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 33. The report should be very concise, unambiguous, and creatively presented. The presentation should be simple, direct and in short sentences. In the case of citations, only the last name of the author is used and in all cases academic and allied titles like Dr., Prof., Mr., Mrs., etc. should be avoided. Special care should be taken while using quantitative terms in a report. No sentences should begin with numerical like ‘20 students’, instead should start as “Twenty students’. Commas should be used when numbers exceed three digits- 10,233 or 468,798. Language, grammar and usage are very important in research report. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 34. Articles, papers, books, monographs etc. quoted inside the text should always accompany relevant references, i.e. the author and the year of publication e.g. (Bhartiya, 2012). If a few lines or sentences are actually quoted from a source, the page number too should be noted e.g. (Bhartiya, 2012: 46-49) Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 35. LIST OF SOME IMPORTANT ABBREVIATIONS USED IN FOOTNOTES AND BIBLIOGRAPHY. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 36. Research reports present both bibliographies and references. A Bibliography is a list of titles- books, research reports, articles, etc. that may or may not have been referred to in the text of the research report. References include only such studies, books or papers that have been actually referred to in the text of the research report. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 37. There are mainly two style manuals detailing general form and style for research reports. Thee are: -  American Psychological Association, Publication Manual, 3rd ed. Washington DC: American Psychological Association, 1983.  The Chicago Manual of Style, 13th rev. ed., Chicago University of Chicago Press, 1982. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 38. There are mainly two types of referencing:-  Arranging references in alphabetical order where the researcher has cited the name of author and year of publication/completion of the work in the text.  Arranging references in a sequence as they appear in the text of the research report. In this case, related statement in the body of the text is numbered. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 39. Verma, K. and Singh, B. (2012), Principles of Economics, Rawat Publication, Jaipur. Verma, K. and Singh, B. (2012). Principles of Economics. Jaipur: Rawat Publication. Verma, K., Agrawal, M. and Singh, B. (2012). Principles of Economics. Jaipur: Rawat Publication. Verma, K. (ed.). (2012). Principles of Economics. Jaipur: Rawat Publication. Verma, K. et. al. (2012). Principles of Economics. Jaipur: Rawat Publication. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 40. Appendices present the raw data, the true copy of the tools used in the study, important statistical calculation, photographs and charts not used inside the text. These are serially like Appendix 1, Appendix 2, Appendix 3, or Appendix I, Appendix II, Appendix III, or Appendix A, Appendix B, Appendix C. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 41. REFERENCES FOR THE RESEARCH REPORT • https://shodhganga.inflibnet.ac.in/handle/10603/86300 Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 42. Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 43. Sample abstract page Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 44. Sample Introduction Page Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 45. Sample Results Section Dr. Anita Rathod, BBA Dept, ICCS, Pune
  • 46. Sample References Page Dr. Anita Rathod, BBA Dept, ICCS, Pune