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Slide 1




          Research Methods
Slide 2




             Research definition and principles


          Research:
          A diligent and systematic enquiry or
          investigation into a subject in order to
          discover, or revise facts, theories or
          applications. Research leads to discoveries,
          inventions eg. penicillin, automobile,
          computer

          Facts: Population of Ghana; price elasticity
          of demand for food in Ghana;
Slide 3




           Research definition and principles

     • Theories
       Theory is a plausible or scientifically proven
       general principle ( or body of principles)
       offered to explain a phenomenon. E.g. theory
       of demand
     • Applications: e.g. drugs, chemicals (e.g.
       Atersunate amodiaquin in the control of
       malaria, food preservatives; pesticides on
       fresh produce)
Slide 4




           Where do research topics come
          from? From the research problem

     •    Practical problems in the field
     •    Literature in your specific field
     •    Request for proposals
     •    Think up research problem
Slide 5




             Every research arises from a problem

     • Fertiliser subsidy in Africa: is it the answer?
        (What is the level of fertilizer usage in Ghana)
     • Brokers in fresh fruit marketing: are they helpful to
        Ghanaian fruit farmers?
        ( Efficiency of fresh fruit marketing in Ghana)
     • Does contract farming improve market access of
        smallholders?
        (Accessibility of smallholder farms to markets)
     • Does ICT use have a potential to promote agricultural
        development?
       (Effect of ICT on the development of agric in Ghana?)
Slide 6




                   Research Feasibility

     • Key consideration after identifying an initial
       research problem
     • is the study feasible (how practical will it be) in
       terms of:
          – Time
          – Needed cooperation
          – Ethical issues
          – Costs
Slide 7




                     Types of Research

     • Descriptive: Percentage of women poultry
       farmers
     • Explanatory: Factors affecting the productivity
       of the poultry industry in Ghana; factors
       affecting fertilizer use in Ghana.
     • Evaluation: The effect of subsidies on the
       profitability of poultry farming
Slide 8




             Other categorization of Research
     • Descriptive vs. Analytical research: In the descriptive
       research, the researcher has no control over the
       variables. He or she can only report what has happened
       and what is happening. In the case of analytical research,
       researcher has to use facts and information for analyzing
       and then make a critical evaluation of the material.

     • Applied vs. Basic research: Applied research aims at
       finding a solution for an immediate problem facing a
       society to an industrial/business organization (or some
       other scientific problem). Whereas Basic or fundamental
       research mainly concerned with generalizations and with
       the formulation of a theory. It adds information to the
       already existing organized body of scientific knowledge.
Slide 9




              Other categorization of Research
     • Quantitative vs. Qualitative research: Quantitative
       research is based on the measurement of quantity or
       amount. It is applicable to phenomena that can be
       expressed in terms of quantity. Qualitative research, on
       the other hand, is concerned with qualitative phenomena,
       i.e., phenomena relating to or involving quality or kind.

     • Conceptual vs. Empirical research: Conceptual
       research is that related to some abstract idea(s) or theory.
       It is generally used by philosophers and thinkers to
       develop new concepts or to reinterpret existing ones.
       Empirical research relies on experience or observation
       often in the context of a system of knowledge or theory. It
       is data based research coming up with conclusions which
       are capable of being verified by observation or
       experiment.
Slide 10




                  How do we conduct research

     • Approach/strategy  Methodology
     • General principles underlying the choice of a
       research approach or methodology are:
           – Validity – (sound)
           – Reliability (results should be reproducibly) –
             (trustworthiness)
     • Principles are important because recommendations
       are made from research findings.
Slide 11




           The Scientific Method of Enquiry

            Real world   hypothesis            Experimental Abstraction to test
           phenomenon    postulation                hypothesis        (3)
             research        (2)
             problem                              Design
                (1)                             experiment
                                                   (3a)
                                                                 Conduct
                                                                experiment
           Evaluate                                                (3b)
           conclusion
           against
           conclusion
           reached by
           postulation
                   (7)


           Conclusion           Statistical                    Sample
                               interpretatio                 observations
                                     n                           (4)
                (6)                 (5)
Slide 12




           The Scientific method of Enquiry in Business &
                         economics research

     • Researcher has no control over the experimentation phase. The
       research only observes the outcome. The experiment itself is
       conducted by society.
     • The social science researcher is restricted to the process of Non-
       Experimental Model Building.
     • Researcher has to find out the relationship or experimental design
       that generated a set of observed data.
     • There is uncertainty about the economic and statistical model
       used for estimation and inference purposed as well as the
       sampling method that was the basis of the data generated
       because postulation can provide many economic or social
       relationships for a real world problem.
Slide 13




             Scientific Research Process
       Introduction
     •Identify Research Problem (would normally
     include some literature review)
     •Determine and state Objectives of your
     research (Main/broad objective and specific
     objectives).
     •Give justification for research
Slide 14




                Scientific Research Process
        Conduct a literature search.
     •Literature review is designed to identify related research, to
     set the current research project within a context of existing
     work.
         – Outcome of literature review
         – More information about the nature of the research
           problem
         – Previous work on issues related to problem and
           information gap they present
         – Methodologies applied in investigating similar problems
         – Review should be critical! Are methods valid? Are
           results reliable?
Slide 15




                    Scientific Research Process
       Develop methodology
     (set of rules, methods, principles applied in the design of the
     investigation; methodology of research depends on the type of
     research)
         – Theoretical framework & Empirical application
         – Data requirements:
               • Who or what to study;
               • Concepts and definitions;
               • Operationalizing concepts
           – Data sources:
               • Primary or secondary data
               • Cross-sectional or time series
           – Data collection methods
               • Number of cases or observations to study (sample size)
               • What sampling method
           – Techniques of data analysis – analytical tools – Excel,
             Econometric software
Slide 16




                 Scientific Research Process
           Data Analysis
           – Cleaning and organizing the data for analysis
             (Data Preparation)
           – Describing the data (Descriptive Statistics)
           – Testing Hypotheses and Models (Inferential
             Statistics)
Slide 17




                    Data Preparation
     • involves checking or and validating the
       questionnaire; checking the data for accuracy;
       entering the data into the computer;
       transforming the data; and developing and
       documenting a database structure that
       integrates the various measures.
     • Descriptions of how the data were prepared
       tend to be brief and to focus on only the more
       unique aspects to your study, such as specific
       data transformation that are performed.
Slide 18




                    Descriptive Statistics
     • They are used to describe the basic features of the
       data in a study. They provide simple summaries
       about the sample and the measures. Together with
       simple graphical analysis, they form the basis of
       virtually every quantitative analysis of data.

     • The descriptive statistics that you actually look at can
       be voluminous. Therefore carefully select and
       organize into summary tables and graphs that only
       show the most relevant or important information.
Slide 19




                    Inferential Statistics
     • investigate questions, models and hypotheses. In
       many cases, the conclusions from inferential
       statistics extend beyond the immediate data alone.

     • For instance, we use inferential statistics to try to
       infer from the sample data what the population thinks.
       Or, we use inferential statistics to make judgments of
       the probability that an observed difference between
       groups is a dependable one or one that might have
       happened by chance in this study.
Slide 20




                        CAUTION:
     • In most analysis write-ups it is especially
       critical not to “miss the forest for the trees.”
       YOU WANT TO SHOW THE BIG PICTURE!!
Slide 21




                 Write-up of Research Report

     • TITLE PAGE (Includes title of research project, Your name;
       Project work submitted to the Department of Agricultural
       Economics & Agribusiness in Partial Fulfillment of the
       Requirements for the Award of Bachelor of Science in Agriculture.

     •     DEDICATION
     •     DECLARATION and SIGNATURE page
     •     ACKNOWLEDGEMENT
     •     ABSTRACT
     •     TABLE OF CONTENTS
     •     LIST OF TABLES AND FIGURES
     •     LIST OF ABBREVIATIONS

     • Number all pages by Roman numerals up to this point
Slide 22




                         CHAPTER 1
     • INTRODUCTION
           – Background to research
           – Research Problem and research questions
           – Motivation for research
           – Research objectives
           – Limitations of research
           – Organization of research
Slide 23




                                    CHAPTER 2

     • LITERATURE REVIEW
           – Introduction (What you have reviewed and how the
             chapter is organized)
           – …….
           – ……. (Provide a conclusion to each topic of review)
           – Always prepare an outline of the chapter. It should be
             structured around the main issues of the research but
             should include
              •   Theory
              •   Empirical applications
              •   Methods,
              •   Findings
              •   Gaps
Slide 24




                           CHAPTER 3


     • METHODOLOGY
           – Organize sections according to the objectives
             in the proposal
Slide 25




                           CHAPTER 4

     • RESULTS AND ANALYSIS or ANALYSIS
       OF RESULTS
           – Organize sections according to the study
             objectives
Slide 26




                           CHAPTER 5


     • CONCLUSIONS AND RECOMMENDATIONS
           – Summary
           – Conclusions – Implications of findings
           – Policy Recommendations
Slide 27




                         References
     • Citing of references (in text) and listing
       references cited at the end of report.

           – ….. Onumah and Acquah (2010)
           – (Onumah and Acquah, 2011).
           – ..... Onumah et al. (2010)
           – (Onumah et al., 2010)

     • Citing – Surname only, year of publication
Slide 28




                             References
     • Citing – Surname only, year of publication

           – Onumah, E. E. and H. D, Acquah (2011). A Stochastic
             Production Investigation of Fish Farms in Ghana.
             Agris on-line Papers in Economics and
             Informatics, 3(2): 55-65.
           –
           – Acquah, H. D, and E. E. Onumah. (2010). A
             comparison of the Different Approaches to Detecting
             Asymmetry in Retail-Whole Sale Price Transmission.
             American Eurasian Journal of Scientific Research.
             5(1): 60-66.
Slide 29




                               References
     • Citing – Surname only, year of publication

           – Onumah, E.E., Brummer, M. and Hörstgen-Schwark,
             G. (2010): Elements Which Delimitate Technical
             Efficiency of Fish Farms in Ghana. Journal of the
             World Aquaculture Society, 41(4): 506-518.

           – Coelli, T. J., D. S. P. Rao, C. J. O’Donnell, and G. E.
             Battese. (2005). An introduction to efficiency and
             productivity analysis, 2nd edition. Springer Publishers,
             USA.

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Research methods

  • 1. Slide 1 Research Methods
  • 2. Slide 2 Research definition and principles Research: A diligent and systematic enquiry or investigation into a subject in order to discover, or revise facts, theories or applications. Research leads to discoveries, inventions eg. penicillin, automobile, computer Facts: Population of Ghana; price elasticity of demand for food in Ghana;
  • 3. Slide 3 Research definition and principles • Theories Theory is a plausible or scientifically proven general principle ( or body of principles) offered to explain a phenomenon. E.g. theory of demand • Applications: e.g. drugs, chemicals (e.g. Atersunate amodiaquin in the control of malaria, food preservatives; pesticides on fresh produce)
  • 4. Slide 4 Where do research topics come from? From the research problem • Practical problems in the field • Literature in your specific field • Request for proposals • Think up research problem
  • 5. Slide 5 Every research arises from a problem • Fertiliser subsidy in Africa: is it the answer? (What is the level of fertilizer usage in Ghana) • Brokers in fresh fruit marketing: are they helpful to Ghanaian fruit farmers? ( Efficiency of fresh fruit marketing in Ghana) • Does contract farming improve market access of smallholders? (Accessibility of smallholder farms to markets) • Does ICT use have a potential to promote agricultural development? (Effect of ICT on the development of agric in Ghana?)
  • 6. Slide 6 Research Feasibility • Key consideration after identifying an initial research problem • is the study feasible (how practical will it be) in terms of: – Time – Needed cooperation – Ethical issues – Costs
  • 7. Slide 7 Types of Research • Descriptive: Percentage of women poultry farmers • Explanatory: Factors affecting the productivity of the poultry industry in Ghana; factors affecting fertilizer use in Ghana. • Evaluation: The effect of subsidies on the profitability of poultry farming
  • 8. Slide 8 Other categorization of Research • Descriptive vs. Analytical research: In the descriptive research, the researcher has no control over the variables. He or she can only report what has happened and what is happening. In the case of analytical research, researcher has to use facts and information for analyzing and then make a critical evaluation of the material. • Applied vs. Basic research: Applied research aims at finding a solution for an immediate problem facing a society to an industrial/business organization (or some other scientific problem). Whereas Basic or fundamental research mainly concerned with generalizations and with the formulation of a theory. It adds information to the already existing organized body of scientific knowledge.
  • 9. Slide 9 Other categorization of Research • Quantitative vs. Qualitative research: Quantitative research is based on the measurement of quantity or amount. It is applicable to phenomena that can be expressed in terms of quantity. Qualitative research, on the other hand, is concerned with qualitative phenomena, i.e., phenomena relating to or involving quality or kind. • Conceptual vs. Empirical research: Conceptual research is that related to some abstract idea(s) or theory. It is generally used by philosophers and thinkers to develop new concepts or to reinterpret existing ones. Empirical research relies on experience or observation often in the context of a system of knowledge or theory. It is data based research coming up with conclusions which are capable of being verified by observation or experiment.
  • 10. Slide 10 How do we conduct research • Approach/strategy  Methodology • General principles underlying the choice of a research approach or methodology are: – Validity – (sound) – Reliability (results should be reproducibly) – (trustworthiness) • Principles are important because recommendations are made from research findings.
  • 11. Slide 11 The Scientific Method of Enquiry Real world hypothesis Experimental Abstraction to test phenomenon postulation hypothesis (3) research (2) problem Design (1) experiment (3a) Conduct experiment Evaluate (3b) conclusion against conclusion reached by postulation (7) Conclusion Statistical Sample interpretatio observations n (4) (6) (5)
  • 12. Slide 12 The Scientific method of Enquiry in Business & economics research • Researcher has no control over the experimentation phase. The research only observes the outcome. The experiment itself is conducted by society. • The social science researcher is restricted to the process of Non- Experimental Model Building. • Researcher has to find out the relationship or experimental design that generated a set of observed data. • There is uncertainty about the economic and statistical model used for estimation and inference purposed as well as the sampling method that was the basis of the data generated because postulation can provide many economic or social relationships for a real world problem.
  • 13. Slide 13 Scientific Research Process Introduction •Identify Research Problem (would normally include some literature review) •Determine and state Objectives of your research (Main/broad objective and specific objectives). •Give justification for research
  • 14. Slide 14 Scientific Research Process Conduct a literature search. •Literature review is designed to identify related research, to set the current research project within a context of existing work. – Outcome of literature review – More information about the nature of the research problem – Previous work on issues related to problem and information gap they present – Methodologies applied in investigating similar problems – Review should be critical! Are methods valid? Are results reliable?
  • 15. Slide 15 Scientific Research Process Develop methodology (set of rules, methods, principles applied in the design of the investigation; methodology of research depends on the type of research) – Theoretical framework & Empirical application – Data requirements: • Who or what to study; • Concepts and definitions; • Operationalizing concepts – Data sources: • Primary or secondary data • Cross-sectional or time series – Data collection methods • Number of cases or observations to study (sample size) • What sampling method – Techniques of data analysis – analytical tools – Excel, Econometric software
  • 16. Slide 16 Scientific Research Process Data Analysis – Cleaning and organizing the data for analysis (Data Preparation) – Describing the data (Descriptive Statistics) – Testing Hypotheses and Models (Inferential Statistics)
  • 17. Slide 17 Data Preparation • involves checking or and validating the questionnaire; checking the data for accuracy; entering the data into the computer; transforming the data; and developing and documenting a database structure that integrates the various measures. • Descriptions of how the data were prepared tend to be brief and to focus on only the more unique aspects to your study, such as specific data transformation that are performed.
  • 18. Slide 18 Descriptive Statistics • They are used to describe the basic features of the data in a study. They provide simple summaries about the sample and the measures. Together with simple graphical analysis, they form the basis of virtually every quantitative analysis of data. • The descriptive statistics that you actually look at can be voluminous. Therefore carefully select and organize into summary tables and graphs that only show the most relevant or important information.
  • 19. Slide 19 Inferential Statistics • investigate questions, models and hypotheses. In many cases, the conclusions from inferential statistics extend beyond the immediate data alone. • For instance, we use inferential statistics to try to infer from the sample data what the population thinks. Or, we use inferential statistics to make judgments of the probability that an observed difference between groups is a dependable one or one that might have happened by chance in this study.
  • 20. Slide 20 CAUTION: • In most analysis write-ups it is especially critical not to “miss the forest for the trees.” YOU WANT TO SHOW THE BIG PICTURE!!
  • 21. Slide 21 Write-up of Research Report • TITLE PAGE (Includes title of research project, Your name; Project work submitted to the Department of Agricultural Economics & Agribusiness in Partial Fulfillment of the Requirements for the Award of Bachelor of Science in Agriculture. • DEDICATION • DECLARATION and SIGNATURE page • ACKNOWLEDGEMENT • ABSTRACT • TABLE OF CONTENTS • LIST OF TABLES AND FIGURES • LIST OF ABBREVIATIONS • Number all pages by Roman numerals up to this point
  • 22. Slide 22 CHAPTER 1 • INTRODUCTION – Background to research – Research Problem and research questions – Motivation for research – Research objectives – Limitations of research – Organization of research
  • 23. Slide 23 CHAPTER 2 • LITERATURE REVIEW – Introduction (What you have reviewed and how the chapter is organized) – ……. – ……. (Provide a conclusion to each topic of review) – Always prepare an outline of the chapter. It should be structured around the main issues of the research but should include • Theory • Empirical applications • Methods, • Findings • Gaps
  • 24. Slide 24 CHAPTER 3 • METHODOLOGY – Organize sections according to the objectives in the proposal
  • 25. Slide 25 CHAPTER 4 • RESULTS AND ANALYSIS or ANALYSIS OF RESULTS – Organize sections according to the study objectives
  • 26. Slide 26 CHAPTER 5 • CONCLUSIONS AND RECOMMENDATIONS – Summary – Conclusions – Implications of findings – Policy Recommendations
  • 27. Slide 27 References • Citing of references (in text) and listing references cited at the end of report. – ….. Onumah and Acquah (2010) – (Onumah and Acquah, 2011). – ..... Onumah et al. (2010) – (Onumah et al., 2010) • Citing – Surname only, year of publication
  • 28. Slide 28 References • Citing – Surname only, year of publication – Onumah, E. E. and H. D, Acquah (2011). A Stochastic Production Investigation of Fish Farms in Ghana. Agris on-line Papers in Economics and Informatics, 3(2): 55-65. – – Acquah, H. D, and E. E. Onumah. (2010). A comparison of the Different Approaches to Detecting Asymmetry in Retail-Whole Sale Price Transmission. American Eurasian Journal of Scientific Research. 5(1): 60-66.
  • 29. Slide 29 References • Citing – Surname only, year of publication – Onumah, E.E., Brummer, M. and Hörstgen-Schwark, G. (2010): Elements Which Delimitate Technical Efficiency of Fish Farms in Ghana. Journal of the World Aquaculture Society, 41(4): 506-518. – Coelli, T. J., D. S. P. Rao, C. J. O’Donnell, and G. E. Battese. (2005). An introduction to efficiency and productivity analysis, 2nd edition. Springer Publishers, USA.