Research Process
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DEFINITION
Research process consists a series of actions or steps necessary to effectively carry out research and the desired sequencing of these steps.
DEFINITION
Research process consists a series of actions or steps necessary to effectively carry out research and the desired sequencing of these steps.
Review Concepts and theories
Define Research Problem Review Previous Research Findings
Formulate Hypothesis
Review of Literature Design Research (including sample design) Collect Data (Execution) Analyze Data (Test Hypotheses if any) Interpret and Report
Expert Opinion Initial Observation
•
•
Research Problem Identification
Research Problem Definition
Literature Review
•
Theoretical framework
Development of Hypotheses
Identification of Variables Research Problem formulation
• •
Research Proposal
Research Design
•
•
Conducting Research Study NO
Research Problem Solution ?
•
•
Analysis of data
Types of Research Measurement design Data Collection Method Analysis method
• •
Primary data collection
Hypothesis testing Model testing Derivation of relationship
Yes
Report of results
RESEARCH PROCESS
Contents
Research Problem Definition
Kinds of Research
Theoretical Framework
Tentative Hypotheses/ Model Development
Research Planning (Design)
Execution of Research Study
Data Preparation & Analysis
Reporting Results
Research Problem Definition
The tentative and general statements of problems obtained in the identification phase are converted into researchable questions and propositions.
Clear and unambiguous statements of the problem are made and the information required for research is stated.
Deductive and Inductive Theory
Many kinds of research LOGICAL (mathematics, philosophy) EVALUATION (judging, appraising)
INVESTIGATIVE (law, government hearings, journalism)
DEMOGRAPHIC (economics, census, polling)
MODUS OPERANDI (forensics, medical diagnosis)
EMPIRICAL/SCIENTIFIC (social science, education, physical science)
Mixed Methods Quantitative
Empirical Research
Qualitative
Experimental
Correlational
Quantitative
Single subject
Descriptive Metaanalysis
Quasiexperimental
Phenomenological
Interpretive
Understanding a situation from the participant perspective
Ethnographic
Grounded Theory
Qualitative
Critical Understanding and critiquing power within society
Action Research
Dialectics
QUAL-quant
Mixed Methods
QUANT-qual
QUAL-QUANT
Mixed Methods Quantitative
Qualitative
VALIDITY •
•
•
•
Replicability Reliability Probabilistic Method & instruments
•
•
•
•
Credibility Verisimilitude Confirmability Researcher
Mixed Methods
Quantitative
Qualitative
GENERALIZABILITY Nomothetic statements Similarity Sample to population Justifiability through standard techniques Researcher makes explicit claim about generalizability
Idiographic statements Similarity & difference Thick description Researcher as instrument Readers judge the transferability
LITERATURE REVIEW Questions a Literature Review can answer
What are the major issues and debates about the topic? What are the key sources? Who are the key authors? Who influenced them? What are the key concepts, models, principles, theories and ideas? What are the main questions and problems that have been addressed to date?
Questions a Literature Review can answer What are the origins of the topic? How has it been defined?
Official sources; academic definitions
What is the context to the topic? How is knowledge on the topic structured and organised?
The Critical Literature Review Its Central Importance 2. Informs Research Problem
Literature Review
Research Design
1. Informs
3. Reforms 4. Contributes to
Research Findings
Literature sources available to you
PRIMARY e.g. reports, theses, emails, conference, Reports, company reports, some govt. publications, Unpublished manuscript sources
SECONDARY e.g newspapers, books, journals, internet, Some govt. publications
TERTIARY e.g indexes, abstracts, catalogues, encyclopaedias, dictionaries, bibliographies, citation indexes.
Tentative hypotheses/models development
The
problem
definitions/propositions
are
converted
into
hypotheses or models, which are in testable form to ascertain whether they can be verified statistically or are feasible for solution procedures
Hypotheses and theoretical frame work are termed research problem formulation.
The Critical Literature Review Outcomes of the Review
Skills Developed distinguishing what has been done from what needs to be done discovering important variables relevant to the topic synthesising and gaining a new perspective identifying relationships between ideas and practice establishing the context of the topic or problem rationalizing the significance of the problem
The Critical Literature Review Outcomes of the Review (Cont’d.) Skills Developed (Cont’d.)
enhancing and acquiring the subject vocabulary understanding the structure of the subject relating ideas and theory to applications identifying the main methodologies and research techniques that have been used placing the research in a historical context to show familiarity with state-of-the art developments
Questions a literature review can answer What are the major issues and debates about the topic?
What are the key sources?
What are the political standpoints?
What are the key concepts theories and ideas?
Literature search and review on your topic
How is knowledge on the topic structured What are the origins and and organised? definitions of the topic?
What are the epistemological and ontological grounds for the discipline? What are the main questions and problems that have been addressed to date?
Theoretical Framework
Variables required for solving the problem are identified, partly from literature and partly by the researcher for defining the problem.
The problem is related to the existing research-theories, constructs, and hypotheses in a theoretical framework that will ensure step-bystep progress of knowledge (as in pure research) or a strong basis for the current problem solving (as in applied research).
Research Planning (design) •
(i)
This involves the following steps: Determining the type of research to be carried out for data
collection- secondary data, experiment, ex post facto, or model building; (ii) Selection of the measurement and scaling of the variables that is, whether questionnaires, or observations or interview techniques are used;
Research Planning (design) (iii) Selection of the representative sample: specification of how many respondents, and what kind of respondent or objects to measure; (iv) Selection of the appropriate method/techniques of analysis of data; (v) Preparation of a research proposal. In addition to the above steps in research design specification of the time schedule of research,
Research Planning (design) cost estimates and usefulness of the research are summarized in a research project proposal. This serves as a means of
communication to the sponsorer or the administration of a university for obtaining funds or approval.
Execution of research study Data is collected as per the sampling plan using the instrument developed as per the specification in the design phase. Data Preparation and Analysis:
The raw data collected in the earlier step is converted into data
usable
for
research
by
carrying
out
coding,
transformation, and performing descriptive analysis, as required.
This converted data is used for verifying hypothesis, deriving significant relationships, or testing models, as required, and inferences are drawn from the study and result are analyzed.
Reporting Results The results obtained in the research are presented in the form of a written report, thesis, or in an oral presentation.
Research Problem
Decide on the general area of study or investigation
Generally influenced by your own experiences
Area
The Problem Definition Process Tasks Involved
Discussion with Decision Maker(s)
Interviews with Experts
Secondary Data Analysis
Qualitative Research
Environmental Context of the Problem
Step I: Problem Definition Management Decision Problem Marketing Research Problem
Step II: Approach to the Problem
Objective/ Theoretical/ Foundations
Analytical Model: Verbal, Graphical, Mathematical
Research Questions
Hypotheses
Step III: Research Design
Specification of Information Needed
Steps in Defining the problem
General area of investigation --Madsen’s criteria:
Sustain your interest & stimulate your imagination
Within your range of competencies
Manageable in size
Potential to make a contribution to body of knowledge
Based on obtainable data
Demonstrate your independent mastery of both the subject and method
The Problem Audit
A comprehensive examination of a marketing problem with the purpose of understanding its origin and nature
The events that led to the decision that action is needed or the history of the problem The alternative courses of action available to the DM The criteria that will be used to evaluate the alternative courses of action The potential actions that are likely to be suggested based on the research findings The information that is needed to answer the DM's questions The manner in which the DM will use each item of information in making the decision The corporate culture as it relates to decision making
Factors to be Considered in the Environmental Context of the Problem PAST INFORMATION AND FORECASTS RESOURCES AND CONSTRAINTS OBJECTIVES BUYER BEHAVIOR LEGAL ENVIRONMENT ECONOMIC ENVIRONMENT MARKETING AND TECHNOLOGICAL SKILLS
Management Decision Research Problem
Problem
Vs.
Marketing
Management Decision Problem
Business Research Problem
Should a new introduced?
To determine consumer preferences and purchase intentions for the proposed new product
product
be
Should the advertising campaign be changed?
Should the price of the brand be increased?
To determine the effectiveness of the current advertising campaign
To determine the price elasticity of demand and the impact on sales and profits of various levels of price changes
Proper Definition Research Problem Business Research Problem
Broad Statement
Specific Components
of
the
Steps in defining the problem
General area of investigation, continued
“My study is about…….” or “the purpose of …….”
Make it twelve words or less if possible
Becomes a working title for your research.
Is it researchable?
Example – My study is about the effect of size and color of screen icons on user perceptions
Steps in Defining the problem Narrow the general topic down
To a specific statement of the research problem
Use a single paradigm if possible
Difficulty --the topic & research question must be formulated before you have a thorough understanding of research NARROW
Narrow
Technique in defining a problem
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
Steps General statement
Formulate Objective
Develop Sub objectives
Search Different Reasons
Pilot Study
Problem Definition In the department store project, the marketing research problem is to determine the relative strengths and weaknesses of Reliance Mart, vis-à-vis other major competitors, with respect to factors that influence store patronage. Specifically, research should provide information on the following questions
What criteria do households use when selecting department stores?
How do households evaluate Reliance Mart and competing stores in terms of the choice criteria identified in question 1?
Which stores are patronized when shopping for specific product categories?
What is the market share of Reliance Mart and its competitors for specific product categories?
What is the demographic and psychological profile of the customers of Reliance Mart? Does it differ from the profile of customers of competing stores?
Development of Research Questions and Hypotheses Components of the Marketing Research Problem Objective/ Theoretical Framework
Research Questions
Analytical Model Hypotheses
Research Questions and Hypotheses
Research questions
(RQs) are refined statements of the specific components of the problem.
Hypothesis (H) An unproven statement or proposition about a factor or phenomenon that is of interest to the researcher. Often, a hypothesis is a possible answer to the research question.
Department Store Project
RQ: Do the customers of Reliance Mart exhibit store loyalty?
H1: Customers who are store-loyal are knowledgeable about the shopping environment.
H2: Store-loyal customers are more risk-averse than are non-loyal customers.
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