Research Methodology
Transcript of Research Methodology
Types of Research•Theoretical•Applied•Exploratory•Conclusive: Descriptive, Causal
•Quantitative vs. Qualitative
Research ApproachesQuantitative•Inferential- A data base used to infer characteristics or relationships of population •Experimental- Some variables are manipulated to observe their effects on other variables•Simulation- Construction of an artificial environment within which relevant information can be generated, model building for future problems
Good Research•It is systematic: Structured, specific steps in specific sequence with well defined rules
•It is logical: Guided by rules of logical reasoning and logical process of induction and deduction
•It is empirical: Is related to real situation with concrete data that provided for external validity
•It is replicable
Elements and Characteristics of Scientific Research
• Methodology must be transparent• Presupposes ethical neutrality• Logical reasoning• Based on absolute facts i.e. empirical• Should cover all probable solutions• Provide concrete basis for decision
making• Conclusions are replicable
Deductive Research• Logic is a culmination as a consequence
of certain reasoned facts• Reason should be real and not a figment
of researcher’s judgment• Conclusions must essentially be an
outcome of the same reasons• E.g. Case: Rise in number of crimes, Rise
in the absolute percentage of crime per 1000 persons
Inductive Research• No strong and absolute cause and effect
between the reasons stated and inferences drawn
• Conclusion is beyond the facts stated• E.g. Case: Increase in the aggression,
frustration with the system, No fear of state leading to increase in crimes.
What is a Research Problem• There must be an individual or a group or an
organization, to whom problem can be attributed• There must be at least two courses of action• There must be at least two possible outcomes• The courses of action must provide some
chances of obtaining the objective, but they cannot provide the same chance
• There must be some environment to which the problem pertains
Selecting the Problem• Subject which is overdone should not be normally
chosen
• Controversial subject should be avoided
• Too narrow or too vague problems should be avoided
• The subject selected for research should be familiar and feasible
Selecting the Problem• The importance of the subject, the qualifications
and the training of the researcher, the costs involved and the time factor should be considered
• The selection of the problem should be preceded by a preliminary study
Technique of Problem Definition• Statement of the problem in a general way
• Understanding the nature of the problem
• Surveying the available literature
• Developing the ideas through discussions
• Rephrasing the research problem
Definition of Research Design
It is the arrangement of conditions for collection and analysis of data in a manner that aims to combine relevance to the research purpose with economy in procedure
Meaning of Research Design• What is the study about?• Why is the study being made?• Where will the study be carried out?• What type of data is required?• Where can the required data be found?• What periods of time will the study include?• What will be the sample design?• What techniques of data collection will be used?• How will the data be analyzed?• In what style will the report be prepared?
Parts of Research Design
• The sampling design
• The observational design
• The statistical design
• The operational design
Important concepts relating to Research Design
• Dependant and independent variables
• Extraneous variable
• Control
• Confounded relationship
• Research hypothesis
Type of Research Design
Exploratory Research
Are formulative research studies. Purpose to formulate a problem for more precise investigation, developing hypothesis.
Type of Research Design
Descriptive /Diagnostic ResearchPurpose is to describe the characteristics of an
individual, or a group.Diagnostic studies determine the frequency with
which something occurs or its association with something else.
Answers the question “who, what, when, where, and how.”
Classification of Research Designs
• The degree to which the question has been crystallized (exploratory or formal)
• The method of data collection (observational or communicative)
• Purpose of the study (finding who, what, when and why)
• The time dimension (once or repetitive study)
• The topical scope (case study or statistical study)
Exploratory Research• It is a preliminary investigation where the researcher is
not sufficiently knowledgeable
• The focus is to bring out different ideas relating to the management problem
• It is generally based on readily available secondary data
• It is an informal and unstructured design
• It is independent of the size of the research
Exploratory Research
Two methods broadly classified as:• Literature review or using of secondary
data• Using qualitative methods
Exploratory Research
Objective of using secondary data:• Identify the problem• Better define the problem• Develop an approach to the problem• Setting the hypothesis• Interpret the primary data more
meaningfully
Exploratory ResearchAdvantages of using secondary data:• Readily available• Cost effective• Time savingDisadvantages of using secondary data:• Can be obsolete• May be in different dimension• Nature, objective, and method may be
different
Secondary Data
Internal External
Ready to use
RequiresFurther
processing
PublishedMaterial
Computerized Database
Syndicated Services
PublishedSecondary Data
General Business Sources
Government Sources
Journals Directories Indexes
Census Data Others
Statistical Data
Qualitative Research
Procedures
Indirect(Disguised)
Direct (Undisguised)
Association Techniques
Completion Techniques
Construction Techniques
Focus Groups
Depth Interviews
Expressive Techniques
Focus Group Discussion• It is a formal discussion between representative samples on
a particular subject• Ideally, the group should consist of 8-10 representatives• The representatives should be homogeneous to have a
meaningful discussion• It should be conducted by an experienced specialist whose
role is of a catalyst• FGD is fast and cheap and is the method for generating the
hypothesis• They are flexible in approach, direct and easily
understandable to the client• The limitation is that the sample may be inadequate since it
may be drawn on the basis of convenience
Advantages of F G D
• Ability to quickly and inexpensively grasp the core issues of a topic
• They are brief and extremely flexible• Provide an opportunity to observe reactions to the
research questions in an open ended group setting• They bring out surprise information and new ideas
Applications of F G D
• Understanding consumers’ perceptions, preferences and behaviour concerning a product category
• Obtaining impressions of new product concepts• Generating new ideas about older products• Developing creative concepts and copy material for
advertisements• Securing price impressions• Obtaining preliminary consumer reaction to specific
marketing programs
Depth Interviews
• Unstructured and direct way of obtaining information• Conducted on a one-to-one basis• Personal interview of the respondent by a highly
skilled interviewer expert in probing• Time duration can be from 30 minutes to one hour
Applications of Depth Interviews
• Discussions of confidential, sensitive, or embarrassing topics
• Situations where strong social norms exist and the respondent may be easily swayed by group responses
• Detailed understanding of complicated behaviour• Interviews with professionals• Interviews with competitors unlikely to reveal
information in a group setting• Situations where the product consumption
experience is sensory in nature like perfumes
Projective Techniques
Association technique• Individual is presented with a stimulus and asked to
respond first thing that comes to mind• Word association is the best technique• Respondent provided with a list of words to choose the
fittest to describe the stimulus• Underlying assumption is that association allows
respondent to reveal inner feelings about the stimulus• Classification of response as favourable, unfavourable
or neutral
Projective Techniques
Completion technique• Respond is asked to complete an incomplete stimulus
situation.• Sentence completion is a common method• E.g. Going to McDonald is to me…….
Construction technique• Closely related to completion technique.• Respondent required to construct a response in the
form of a story, dialogue, or description.• Two main techniques are picture response and
cartoons
Projective TechniquesExpressive technique• Responds are presented with a verbal or visual
situation and asked to relate feelings and attitude of other people to situation
• Role playing and third person technique are two main techniques
• In role play, respondent is asked to play the role or assume the behaviour of someone else
• Respondents will project their own feelings in the role
• In the third person technique, respondent may assume to be a friend, neighbour, colleague or a ‘typical person’
Applications of Projective Techniques• Obtain responses where respondents may be
unwilling or unable to give if purpose of study was known
• In direct questioning, respondents may intentionally, or unintentionally misunderstand, misinterpret, or mislead the researcher
• Projective technique can increase the validity of responses by disguising the purpose
• Useful when issues are personal, sensitive or subject to strong social norms
• Useful when underlying motivation, beliefs, and attitudes are operating at a subconscious level
Descriptive Research
• The focus of this research is to answer the “who, what, when, where and how” of the management dilemma
• These studies are factual and can be complex at times• They are formal and well structured and hence the research
process should be well defined in the planning stage• Descriptive research can be of 2 types –• Cross sectional studies which are concerned with a sample
of elements from a given problem• Longitudinal studies which are based on panel data and
panel methods