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RESEARCH DESIGN & IMPLEMENTATION
Professor Dr Rashidah Abdul RahmanDeputy Director, Accounting Research InstituteUniversiti Teknologi MARA40450 Shah AlamEmail: [email protected]
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RESEARCH PROCESS PH
PHASE II: DEVELOPMENT OF THE APPROPRIATE RESEARCH DESIGN Task Step 4: Determine and evaluate the research design and data source Task Step 5: Determine the sample plan and sample size Task Step 6: Determine the measurement issues and scales
PHASE III: EXECUTION OF THE RESEARCH DESIGN Task Step 7: Collect and process data Task Step 8: Analyze data Task Step 9: Transform data structures and information
PHASE IV: COMMUNICATION OF THE RESULTS Task Step 10: Prepare and present final report
PHASE I: DETERMINATION OF THE INFORMATION RESEARCH PROBLEM Task Step 1: Define Research Problems/ Develop Problem Statement/Research Questions Task Step 2: Establish research objectives and determine the value of the information/Significant of the Study Task Step 3: Develop Research Framework/Hypotheses
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Research Design
Research design is a framework or blueprint for conducting a research project.
It is a plan to be followed to answer research objectives, research hypotheses, and/or research questions.
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Determine and Evaluate Research Design
ExploratoryResearch
DescriptiveResearch
CausalResearch
• Test hypotheses about cause- and-effect relationships.
• Gathers preliminary information that will help further define the
problem and suggest hypotheses.
• Describes things as market potential for a product or the
demographics and consumers’ attitudes.
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Qualitative vs Quantitative Methods Factors/Characteristics Qualitative Methods Quantitative Methods Research Goals/Objectives Discovery and identification Validation of facts,
Of new ideas, thoughts, estimates, relationships, predictions
Type of research Normally exploratory Descriptive and causal
Designs designs
Type of questions Open ended, semistructured, Mostly structured Unstructured, deep probing Type of execution Relatively short time frames Significantly longer
time frames Representativeness Small samples, limited to Large samples,
Sampled respondents representative of target population
Type of analyses Debriefing, subjective, Statistical, descriptive,
content, causal predictions interpretive and relationships
Researcher skills Interpersonal Scientific, statistical Communications, procedure and Observation, interpretive translation skills skills Generalizability of results Very limited, only Good inferences
preliminary insights and about facts, estimates understanding relationships
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What is Qualitative Research?… is an effort to understand situations in their uniqueness as part of a particular context and the interactions there. This understanding is an end in itself, so that it is not attempting to predict what may happen in the future necessarily, but to understand the nature of the setting – what it means for participants to be in that setting, what their lives are like, what’s going on for them, what their meanings are, what the world looks like in that particular setting – and in the analysis to be able to communicate that faithfully to others who are interested in that setting … the analysis strives for depth of understanding
Patton (1985)
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Qualitative Study – Exploratory Design
Objective is to explore or search through a problem or situation to provide insights and understanding.
Purposes:– Formulate a problem or define a problem more
precisely– Identify alternative courses of action– Develop hypotheses– Isolate key variables and relationships– Establish priorities for research
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Common Qualitative Methodologies
Ethnography -the researcher (anthropologists) looks at the entire group – more specifically a group that shares a common culture – in depth
Phenomenological Study - Attempts to understand people’s perceptions, perspectives and understandings of a particular situation
Grounded Theory - To begin with the data and use them to develop a theory – normally substantive theory
Case Study Content Analysis Basic or Generic Qualitative Study
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Quantitative Research- Descriptive Design
Objective is to describe or establish a relationship of something– Purpose:
• To describe characteristics• To estimate percentage• To determine perceptions• To determine the degree to which variables are
associated.• To make specific predictions
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Quantitative Research – Causal Design
– Objective is to obtain evidence of cause-and-effect relationships by means of experimentation
– Purposes:• Identify variables that are deemed the cause
and variables that constitute the effect of a phenomenon.
• Predict the nature of the relationship between causal variables and the effect to be predicted.
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So which methods to choose…..
Depends on the purpose of the study Depends on the information sought Depends on resources available Depends on the time available to conduct
the study
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IF YOU HAVE A POWERFUL IMAGINATIVE MIND AND YOU LOVE
TO CONSTRUCT SOMETHING UNIQUE OUT A MAZE OF
THOUSAND THINGS
ETHNOGRAPHICAL STUDY
CASE STUDY
HISTORICAL STUDY
QUALITATIVE RESEARCH
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IF YOU ARE GOOD WITH NUMBERS AND YOU LIKE
TO SEE EVENTS AND THINGS IN TERMS OF
NUMBERS
CONSIDER DOING QUANTITATIVE RESEARCH THATUSES FANTASTIC STATISTICAL ANALYSES
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NEXT QUESTIONS TO BE ASKED
HOW SHOULD THE VARIABLES BE MEASURED?
WHAT TYPE OF DATA?PRIMARY? SECONDARY?
HOW SHOULD THE DATABE GATHERED? OBSERVATION?INTERVIEW? DOCUMENTATION?
HOW SHOULD THE QUESTIONS BEFORMULATED?
WHO SHOULD BE THESAMPLE? SELECTIONPROCESS? HOW MANY?
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SAMPLING ISSUES
WHAT SAMPLE SIZE? TYPES OF SAMPLE SELECTIONS:
– SIMPLE RANDOM SAMPLING– STRATIFIED RANDOM SAMPLING– CLUSTER SAMPLING– CONVENIENCE SAMPLING
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Sampling Alternatives
Sampling Techniques
Probability Sampling Techniques NonProbability Sampling
Convenience Judgmental Quota Snowball
Sampling Sampling Sampling Sampling
Simple Random Systematic Stratified Cluster Sampling
Sampling Sampling Sampling
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Probability Sampling– When elements in the population have a
known chance of being chosen as subjects in the sample have a known chance of being chosen as subjects in the sample
– The sample can be confidently generalised to the population
Non-Probability Sampling– When time or factors rather generalisability
become critical– The sample cannot be confidently generalised
to the population
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Simple Random Sampling– Every element in the population has a known and
equal chance of being selected as a subject
Systematic Sampling– Involves drawing every nth element in the population
starting with a randomly chosen element between 1 and n
Stratified Random Sampling– Population is first divided into meaningful segments;
thereafter subjects are drawn
Cluster Sampling– Groups that have heterogeneous members are first
identified; then some are chosen at random
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Factors to consider when selecting sample size
The variability in the population.– This refers to the proportionate distribution of the characteristics
that are being studied. The required level of confidence.
– If a higher level of confidence is required in the result of the research, then the larger the sample size is necessary.
The required limits of accuracy.– Generally, the larger the sample size, the more accurate the
results are likely to be as a predictor of population values. Allowance for non-response
– It is to be expected that non-response will occur in any the survey. Therefore, it is best to make allowance for the non-response by increasing the sample size by the estimated amount of non-response.
Practical factors– It is important for a researcher to consider the resource constraints. Time
and money are important factors to consider when selecting the appropriate sample size.
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NEXT QUESTIONS TO BE ASKED
HOW SHOULD THE VARIABLES BE MEASURED?
WHAT TYPE OF DATA?PRIMARY? SECONDARY?
HOW SHOULD THE DATABE GATHERED? SURVEY? OBSERVATION?INTERVIEW? DOCUMENTATION?
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Data Collection Survey method
– Questionnaire Interviewing
– Interview Guide Focus Group
– Moderator’s Outline Observation
– Observation Checklist Triangulation Secondary data
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SUR
VEY
USES MEASURING INSTRUMENT CALLED QUESTIONNAIRE
YOU CAN BUY, BORROW OR DESIGNTHE QUESTIONNAIRE
QUESTIONNAIRE HAS CONSTRUCT VALIDITY
QUESTIONS ARE GROUPED ACCORDINGTO CONCEPTS/IDEAS RELATED TO IT
MEASUREMENTS USED ARE RELIABLE
ITEMS TO BE DISPERSED TO AVOID BIAS
CHECK IF THIS IS THE BEST WAY TOOBTAIN THE DATA NEEDED
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SUR
VEY
BE SURE OF THE SAMPLE OF THE STUDY & SAMPLING PROCEDURES
INCLUDE A SET OF INSTRUCTIONS
INCLUDE STAMPED, SELF-ADDRESSENVELOPE
QUESTIONS ARE GROUPED ACCORDINGTO CONCEPTS/IDEAS RELATED TO IT
PILOT-TEST YOUR QUESTIONNAIRE
ENSURE PROFESSIONAL LAYOUT
REVIEW YOUR QUESTIONNAIRE
DEVELOP MASTER LIST/DIRECTORY
SEND FOLLOW UP & THANK YOU LETTERS
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Data collectionmethods
Interview
Questionnaires
Observation
3General“getup”
2Principles
of measurement
1Principlesof wording
Content andPurpose ofquestion
Wording And
Language
Type andForm of
questionsSequencing
Classification dataor
Personal information Questionnaireadministration
Testinggoodness of
data
Categorization
Coding
Scalesand
scaling
Reliability andvalidity
Instructions for completion
Introduction to respondents
Length of questionnaire
Appearance and questionnaire
PRINCIPLES OF QUESTIONNAIRE DESIGN
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INTE
RVI
EWPREPARE AN INTERVIEW CHECKLIST
BE PREPARED WITH YOUR SKILL IN SHORTHAND WRITING OR YOU NEED TO WRITE FAST
ASK PERMISSION TO TAPE THE CONVERSATION
IDENTIFY PATTERNS WHEN INTERPRETING YOUR DATA
YOU NEED TO TRANSCRIBE THE INTERVIEW
BE PREPARED TO WRITE DRAFT AFTER DRAFTOR REWRITING
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In-Depth Interviewing
Types of Interview questions?
Highly Structured
Semistructured
Unstructured
Wording of questions predetermined
Order of question predetermined
Oral form of a survey
Mix of more-and less-structured questions
Open-ended questions
Flexible, exploratory
More like a conversation
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Example: studying the role of mentoring in the career development of a lecturer
Highly Structured
Semistructured
Unstructured
Begin by giving each respondent a definition of mentoringAsk the person to identify someone who is a mentor
Ask each lecturer to describe his or her understanding of mentoringAsk each lecturer to think of someone who is a mentor
Ask the respondent to share how he or she got to be a mentorAsk question about the influences or factors that have helped to shape the respondent’s career
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Types of QuestionsExample: Directors Training Program
Type of Question Example
Hypothetical Question: asks what the respondent might do or what it might be like in a particular question: usually begins with “what if” or “suppose”
Devil’s Advocate Question: challenges the respondent to consider an opposing view
Ideal Position Question: asks the respondent to describe an ideal situation
Interpretive Question: advances tentative interpretation of what the respondent has been saying and asks for a reaction
“Suppose it is your first day in this directors’ training program. What would it be like?”
“Some people would say that training program doesn’t do any good to the directors, especially those who have been on the board for a long time. What would you say to that?”
“What do you think the ideal training program would be like”
“Would you say that attending directors’ training programs would enhance your role and responsibilities as director?
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Questions to Avoid
Type of Question ExampleMultiple Questions
Leading Questions
Yes-or-No Question
How do you feel about the instructors and the classes?
What emotional problems have you had since losing your job?
Do you like the program?
Has returning to school been difficult?
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The Interview Guide – a list of questions you intend to ask
At the beginning of the interview, clarify the following:– The investigator’s motives and intentions and the inquiry’s
purpose– The protection of respondents through the use of pseudonyms (if
necessary)– Deciding who has the final say over the study’s content– Payment (if any)– Logistics with regard to time, place and number of interviews to
be scheduled– Seeking permission to record the interview
Interviewer and Respondent Interaction– The personality and skill of the interviewer
• Being respectful, nonjudgmental and non-threatening– The attitudes and orientation of the interviewer
• Look interested and sympathetic
Other things to consider during an interview
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Focus Group Interview
Interaction among a small group of people, between 6-12 with common identifiable characteristics
Handle by a moderator who uses a discussion guide to stimulate discussions among the group members
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SEC
ON
DA
RY D
ATA ANNUAL REPORTS
GOVERNMENT DOCUMENTS
MAGAZINES/ARTIFACTS
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TRIA
NG
ULA
TIO
N A
PPR
OA
CH
IS WHERE YOU COMBINE MORE THAN ONE RESEARCH APPROACH FOR YOUR STUDY
TRIANGULATION IS NOW VERY MUCH ENCOURAGED FOR YOUR PhD RESEARCH
YOU MAY NEED TO ANALYSE CONTENTS OF REPORTS, BOOKS, STATEMENTS
YOU MAY NEED TO COMBINE QUALITATIVE AND QUANTITATIVE ANALYSIS OF DATA
YOUR CHOSEN METHODOLOGY COULD BEA SIGNIFICANT CONTRIBUTION TO THEBODY OF KNOWLEDGE
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END OF PHASE II
PROCEED WITH PHASE III:EXECUTION OF THE RESEARCH DESIGN
THANK YOU