Introduction
Types of Research
Research approaches
Key points of Research
Planning a Research Project
Research Question and its Generation
Hypothesis Generation
Sampling methods
Questionnaire development and design
Preparing a Research Proposal
Validity & Reliability of Research
Writing a Research Reports
Writing a research proposal is a very important step for research at any level. Good quality research is always based on a perfectly planned outline. The meaning & the procedure of writing a research proposal is described in the given presentation.
Writing a research proposal is a very important step for research at any level. Good quality research is always based on a perfectly planned outline. The meaning & the procedure of writing a research proposal is described in the given presentation.
Research Methodology, Research Terminologies and Techniques. These slides are based on the lectures delivered in Research Academy Karachi. These are useful for the researchers and academicians.
Research Methodology Introduction ch1
MEANING OF RESEARCH, OBJECTIVES OF RESEARCH,TYPES OF RESEARCH,Research Approaches ,Research Methods versus Methodology,research process guideline:
Research Methodology, Research Terminologies and Techniques. These slides are based on the lectures delivered in Research Academy Karachi. These are useful for the researchers and academicians.
Research Methodology Introduction ch1
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Research is a systematic inquiry to describe, explain, predict and control the observed phenomenon. Research is a structured inquiry that utilizes acceptable scientific methodology to solve problems and create new knowledge that is generally applicable.
Research, Types and objectives of research Bindu Kshtriya
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The Internet and
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After reading this chapter, you will be able to:
Define e-commerce and describe how it differs from e-business.
Identify and describe the unique features of e-commerce technology and discuss their business significance.
Describe the major types of e-commerce.
Discuss the origins and growth of e-commerce
Understand the vision and forces operating during the first five years of e-commerce, and assess its successes, surprises and failures.
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risk and return. Defining Return, Return Example, Defining Risk,Determining Expected Return , How to Determine the Expected Return and Standard Deviation, Determining Standard Deviation (Risk Measure), Portfolio Risk and Expected Return Example, Determining Portfolio Expected Return, Determining Portfolio Standard Deviation, Summary of the Portfolio Return and Risk Calculation, Total Risk = Systematic Risk + Unsystematic Risk,
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James Wilson, Orkestra and Deusto Business School
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f you offer a service on the web, odds are that someone will abuse it. Be it an API, a SaaS, a PaaS, or even a static website, someone somewhere will try to figure out a way to use it to their own needs. In this talk we'll compare measures that are effective against static attackers and how to battle a dynamic attacker who adapts to your counter-measures.
About the Speaker
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Diogo Sousa, Engineering Manager @ Canonical
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Announcement of 18th IEEE International Conference on Software Testing, Verif...
RESEARCH
1. Course contentsCourse contents
IntroductionIntroduction
Types of ResearchTypes of Research
Research approachesResearch approaches
Key points of ResearchKey points of Research
Planning a Research ProjectPlanning a Research Project
Research Question and its GenerationResearch Question and its Generation
Hypothesis GenerationHypothesis Generation
Sampling methodsSampling methods
Questionnaire development and designQuestionnaire development and design
Preparing a Research ProposalPreparing a Research Proposal
Validity & Reliability of ResearchValidity & Reliability of Research
Writing a Research ReportsWriting a Research Reports
BY:MADDY.KALEEM
2. BooksBooks
1.1.How to Design & EvaluateHow to Design & Evaluate
Research in EducationResearch in Education
by J R Fraenkel & N E Wallen,by J R Fraenkel & N E Wallen,
2.2. The Practice of Social ResearchThe Practice of Social Research
by Earl Babbieby Earl Babbie
3.3. Research MethodsResearch Methods
by D H McBurneyby D H McBurney
BY:MADDY.KALEEM
3. AimsAims
Provide basic information needed toProvide basic information needed to
understand the research process,understand the research process,
from idea formulation through datafrom idea formulation through data
analysis and interpretationanalysis and interpretation
Enable to use this knowledge toEnable to use this knowledge to
design own research investigation ondesign own research investigation on
a topic of personal interesta topic of personal interest
BY:MADDY.KALEEM
4. Research?Research?
Find out somethingFind out something
Obtaining informationObtaining information
a continued search fora continued search for
understandingunderstanding
Reliable knowledgeReliable knowledge
Eagerness to knowEagerness to know
BY:MADDY.KALEEM
5. The search for knowledgeThe search for knowledge
The origin of research is ‘curiosity’,The origin of research is ‘curiosity’,
• Human beings are unique creationHuman beings are unique creation
• Highly developed nervous systemHighly developed nervous system
• Enabled them to develop sounds andEnabled them to develop sounds and
symbolssymbols (letters & numbers)(letters & numbers)
• That made communication and recordingThat made communication and recording
possiblepossible (Qs, observations, experiences, ideas)(Qs, observations, experiences, ideas)
• Initially, believed in super-naturalInitially, believed in super-natural
powers which manipulates nature (powers which manipulates nature (like sun,like sun,
stars, rain, wind)stars, rain, wind)
• curiosity led to speculate about thecuriosity led to speculate about the
operation of universeoperation of universe
• Gradually they began to observe cause-Gradually they began to observe cause-
and-effect relationshipand-effect relationship (theory)(theory) BY:MADDY.KALEEM
6. Ways of knowingWays of knowing
Sensory experienceSensory experience
- see, hear, smell, taste, feel – not reliable- see, hear, smell, taste, feel – not reliable
Agreement with othersAgreement with others
- can be misleading- can be misleading
ExpertsExperts
- not perfect in given field- not perfect in given field
Logic – ReasoningLogic – Reasoning
• Sometimes failsSometimes fails
Scientific Research methodScientific Research method
• Science as a method of knowingScience as a method of knowing
BY:MADDY.KALEEM
7. ScienceScience
An approach to gather knowledgeAn approach to gather knowledge
Consists of:Consists of:
• Development of theoryDevelopment of theory
• Testing of hypotheses deduced from theoryTesting of hypotheses deduced from theory
Theory is an attempt to explain someTheory is an attempt to explain some
phenomenaphenomena
Hence scientists are engaged in use,Hence scientists are engaged in use,
modification or creation of theorymodification or creation of theory
Scientists may useScientists may use
• Empirical approach (experimentation/dataEmpirical approach (experimentation/data
collection)collection)
• Analytical approach (logical reasoning/dataAnalytical approach (logical reasoning/data
BY:MADDY.KALEEM
8. Reliable knowledgeReliable knowledge
Through scientific methodThrough scientific method
Problem identificationProblem identification
Clarifying problemClarifying problem
What information will solve problemWhat information will solve problem
- Already known vs. new piece of work- Already known vs. new piece of work
Organizing the informationOrganizing the information
Interpreting the resultsInterpreting the results
Presenting the resultsPresenting the results
BY:MADDY.KALEEM
9. Scientific methodScientific method
Is the process of reachingIs the process of reaching
dependable solutions to the problemsdependable solutions to the problems
through the planned and systematicthrough the planned and systematic
collection, analysis and interpretationcollection, analysis and interpretation
of dataof data
Is very important tool for advancingIs very important tool for advancing
knowledge, promoting progress andknowledge, promoting progress and
developmentdevelopment
BY:MADDY.KALEEM
10. Definition of ResearchDefinition of Research
ReRe ++ searchsearch, Means search again, Means search again
ResearchResearch is defined as the scientificis defined as the scientific
method of solving a problemmethod of solving a problem
AA problemproblem is a question whoseis a question whose
answer we do not know: but allanswer we do not know: but all
questions are not research problems.questions are not research problems.
AA Research problemResearch problem is a factualis a factual
problem which have alternativeproblem which have alternative
answers and which required ‘new’answers and which required ‘new’
knowledge for its solution.knowledge for its solution.
BY:MADDY.KALEEM
11. Research?Research?
Involves observations, descriptionInvolves observations, description
and analysis of ‘what happens underand analysis of ‘what happens under
certain circumstances?’certain circumstances?’
Scholarly investigation in search forScholarly investigation in search for
truths, facts and certaintiestruths, facts and certainties
Systematic investigation on aSystematic investigation on a
subject, in order to establish facts orsubject, in order to establish facts or
principles and reach new conclusionsprinciples and reach new conclusions
BY:MADDY.KALEEM
12. Basic Skills required for ResearchBasic Skills required for Research
Ability toAbility to
ThinkThink
ListenListen
Ask questionsAsk questions
Make notesMake notes
BY:MADDY.KALEEM
13. Features of ResearchFeatures of Research
Research Method is used with aResearch Method is used with a
purpose such as to verify an oldpurpose such as to verify an old
theory or to find out a new area oftheory or to find out a new area of
knowledge.knowledge.
Every Research Method through itsEvery Research Method through its
research activity gives birth to a newresearch activity gives birth to a new
theory or modifies the old theory. Attheory or modifies the old theory. At
least, it may come out with a newleast, it may come out with a new
hypothesis rejecting the old one.hypothesis rejecting the old one.
The basic characteristics of researchThe basic characteristics of research
is systematic and reliable ways ofis systematic and reliable ways of
finding out or deepeningfinding out or deepening
BY:MADDY.KALEEM
14. Types of ResearchTypes of Research
Basic ResearchBasic Research
• ‘‘Gathering for knowledge’s sake isGathering for knowledge’s sake is
termed as ‘pure’, or ‘basic’ ortermed as ‘pure’, or ‘basic’ or
‘fundamental’ research”.‘fundamental’ research”.
• fundamental researchfundamental research is mainlyis mainly
concerned with generalization and withconcerned with generalization and with
the formulation of a theorythe formulation of a theory
• Has no immediate planned applicationHas no immediate planned application
• The purpose is to extend the frontiers ofThe purpose is to extend the frontiers of
knowledge.knowledge.
BY:MADDY.KALEEM
15. Applied ResearchApplied Research
• The Applied aims at finding a solutionThe Applied aims at finding a solution
for an immediate problem, facing afor an immediate problem, facing a
society or an industrial / businesssociety or an industrial / business
organizationorganization
• The purpose is to improve product orThe purpose is to improve product or
process; and testing theories in actualprocess; and testing theories in actual
problem situationsproblem situations
Types of ResearchTypes of Research
BY:MADDY.KALEEM
16. Types of ResearchTypes of Research
Historical Research:Historical Research:
• Its describesIts describes what waswhat was
• The process involves investigating,The process involves investigating,
recording, analyzing and interpretingrecording, analyzing and interpreting
the events of the past.the events of the past.
• For the purpose of discoveringFor the purpose of discovering
generalizations that are helpful ingeneralizations that are helpful in
understanding the past and present andunderstanding the past and present and
to a limited extent, in anticipating theto a limited extent, in anticipating the
future.future.
• Historical method may be defined as aHistorical method may be defined as a
system in which present day events aresystem in which present day events are
studies with reference to the events thatstudies with reference to the events that
took place in the past.took place in the past. BY:MADDY.KALEEM
17. Types of ResearchTypes of Research
Descriptive Research:Descriptive Research:
• Its describesIts describes what iswhat is
• Describing recording and analyzing andDescribing recording and analyzing and
interpreting conditions that exist.interpreting conditions that exist.
• Describes the prevailing conditions andDescribes the prevailing conditions and
trendstrends
• Present-oriented research.Present-oriented research.
• Are often identified as status surveys.Are often identified as status surveys.
These are to determine the presentThese are to determine the present
status of a given phenomenon.status of a given phenomenon.
BY:MADDY.KALEEM
18. Types of ResearchTypes of Research
Experimental Research:Experimental Research:
• It describesIt describes what will bewhat will be
• It is future-oriented research.It is future-oriented research.
• This is, by far, the most powerful method forThis is, by far, the most powerful method for
deriving dependable knowledge. Most of thederiving dependable knowledge. Most of the
natural and applied sciences involvenatural and applied sciences involve
experimental research.experimental research.
• It is a method of obtaining new knowledgeIt is a method of obtaining new knowledge
under controlled conditions to explain cause-under controlled conditions to explain cause-
and-effect relationships.and-effect relationships.
• Experimental method has been regarded asExperimental method has been regarded as
the sole basis of scientific method.the sole basis of scientific method.
• The use of this method has primarily beenThe use of this method has primarily been
made in the physical science where themade in the physical science where the
subject-matter can be given the laboratorysubject-matter can be given the laboratory
treatment under controlled conditions.treatment under controlled conditions.
BY:MADDY.KALEEM
19. Correlation researchCorrelation research
measures the relationship betweenmeasures the relationship between
two or more variables or gives antwo or more variables or gives an
indication of how one variable mayindication of how one variable may
predict another. Exploratory researchpredict another. Exploratory research
is a type of research conductedis a type of research conducted
because a problem has not beenbecause a problem has not been
clearly defined.clearly defined.
BY:MADDY.KALEEM
20. Exploratory researchExploratory research
helps determine the best researchhelps determine the best research
design, data collection methods, anddesign, data collection methods, and
selection of subjects. Given that it isselection of subjects. Given that it is
fundamental in nature, exploratoryfundamental in nature, exploratory
research often concludes that aresearch often concludes that a
perceived problem does not actuallyperceived problem does not actually
exist.exist.
BY:MADDY.KALEEM
22. Research ProcessResearch Process
The steps to be followed in conducting aThe steps to be followed in conducting a
researchresearch
1.1. Formulating the Research ProblemFormulating the Research Problem
2.2. Extensive Literature SurveyExtensive Literature Survey
3.3. Developing the Hypothesis/Research QsDeveloping the Hypothesis/Research Qs
4.4. Preparing the Research DesignPreparing the Research Design
5.5. Collection of DataCollection of Data
6.6. Analysis of DataAnalysis of Data
7.7. Hypothesis TestingHypothesis Testing
8.8. Generalization and InterpretationGeneralization and Interpretation
9.9. Preparation of the Report or Presentation ofPreparation of the Report or Presentation of
Results, i.e. Formal write-up of ConclusionsResults, i.e. Formal write-up of Conclusions
reached.reached.
BY:MADDY.KALEEM
23. Decisions in ResearchDecisions in Research
Formulating
research
Question
What? Why?
How?
Sampling
Whom?
How many?
Methodology
(What?
Why?)
Design
How? When?
In what order?
Presentation
What form?
What structure?
A Question to be addressed
An idea/hypothesis to be tested
An issue to be explored
A problem to be solved
BY:MADDY.KALEEM
24. Conceptualization of various terms usedConceptualization of various terms used
Researcher should be clear about theResearcher should be clear about the
meaning of every term/concept bemeaning of every term/concept be
usedused
Literature review will helpLiterature review will help
BY:MADDY.KALEEM
25. Critical review of literatureCritical review of literature
To find out different areas coveredTo find out different areas covered
by various studies in the fieldby various studies in the field
To understand terminology/conceptsTo understand terminology/concepts
To find under researched areas forTo find under researched areas for
focusing and ignore that arefocusing and ignore that are
thoroughly investigatedthoroughly investigated
To find merits and demerits ofTo find merits and demerits of
research designsresearch designs
Will help in discussing the resultsWill help in discussing the results
BY:MADDY.KALEEM
26. Research ProposalResearch Proposal
A written plan for conducting studyA written plan for conducting study
it shows intentions and clarifies purposeit shows intentions and clarifies purpose
and justificationand justification
Provides step by step planProvides step by step plan
Identifies problem, states questions orIdentifies problem, states questions or
hypotheses, determines variables andhypotheses, determines variables and
defines termsdefines terms
The subjects to be included in sample, theThe subjects to be included in sample, the
instruments to be used, the researchinstruments to be used, the research
design chosen, the procedures followed,design chosen, the procedures followed,
and how data will be analyzedand how data will be analyzed
All above are spelled in detail and a partialAll above are spelled in detail and a partial
review of previous related researchreview of previous related research
BY:MADDY.KALEEM
27. Key points for Research IKey points for Research I
Select and justify research topicSelect and justify research topic
As brief and precise as possibleAs brief and precise as possible
Projects the scope of problem inProjects the scope of problem in
generalized termsgeneralized terms
Research process starts with idea/titleResearch process starts with idea/title
A short general statement of why the topicA short general statement of why the topic
is important from an academic/practitioneris important from an academic/practitioner
and policy angle?and policy angle?
What general questions underline theWhat general questions underline the
topic?topic?
What previous research has beenWhat previous research has been
conducted in this area?conducted in this area?
What are key definitional issues?What are key definitional issues?
What are strengths and weaknesses ofWhat are strengths and weaknesses of
BY:MADDY.KALEEM
28. Selecting a problemSelecting a problem
Most important factor – range of potentialMost important factor – range of potential
topicstopics
If not selected properly, more frustrationIf not selected properly, more frustration
and disappointmentsand disappointments
Sensation – perception – conceptionSensation – perception – conception
Should be testable by empirical andShould be testable by empirical and
pragmatic approachpragmatic approach
controversial judgments be avoidedcontroversial judgments be avoided
Not too insignificance or too expensiveNot too insignificance or too expensive
Not too general but specificNot too general but specific
BY:MADDY.KALEEM
29. Factors to be consideredFactors to be considered
Choice & preferenceChoice & preference
Internal & external stimulusInternal & external stimulus
Social & academic expectationsSocial & academic expectations
Time & cost factorsTime & cost factors
Availability of resourcesAvailability of resources
Infrastructural supportInfrastructural support
BY:MADDY.KALEEM
30. Questions to be answeredQuestions to be answered
Is it feasible?Is it feasible?
Solvable – often tendency to tackleSolvable – often tendency to tackle
of great magnitudeof great magnitude
Crucial – needs academic effort?Crucial – needs academic effort?
Availability of variablesAvailability of variables
The solution will have impact onThe solution will have impact on
society?society?
BY:MADDY.KALEEM
31. Is it sensible and realistic?Is it sensible and realistic?
• A beginner may waste time that is impossibleA beginner may waste time that is impossible
or very difficultor very difficult
• Availability of good data collecting toolsAvailability of good data collecting tools
• Can significant data be collected?Can significant data be collected?
Is sufficient time available?Is sufficient time available?
• Needs much timeNeeds much time
• Avoid routine commitmentsAvoid routine commitments
Has it been conducted before?Has it been conducted before?
• Problem should be novelProblem should be novel
• If new, carryout empiricalIf new, carryout empirical
• At times, repeated for verification andAt times, repeated for verification and
generalizationgeneralization
BY:MADDY.KALEEM
32. What result is predictable?What result is predictable?
• Theoretical value?Theoretical value?
• New evidence to reinforce theory? –New evidence to reinforce theory? –
negative resultsnegative results
• Will fill gap in the literature?Will fill gap in the literature?
• Testing a known theory with newTesting a known theory with new
interpretation?interpretation?
• Test work at native countryTest work at native country
• Will be accepted socially or forWill be accepted socially or for
publication? -publication? - validityvalidity
BY:MADDY.KALEEM
33. Remember…..Remember…..
Indistinguishable and unclearIndistinguishable and unclear
problems should be avoidedproblems should be avoided
Some introductory study is essentialSome introductory study is essential
for selecting problemsfor selecting problems
Intended study should beIntended study should be
reasonable, cost effective and timereasonable, cost effective and time
savingsaving
The problem selected should beThe problem selected should be
feasible, revealing and with infeasible, revealing and with in
capabilitycapability
BY:MADDY.KALEEM
34. Key points for Research IIKey points for Research II
What are the gaps in the previousWhat are the gaps in the previous
research?research?
Which research gaps/questions areWhich research gaps/questions are
you seeking to address?you seeking to address? – scope of– scope of
the studythe study
Why is it important to fill these gaps?Why is it important to fill these gaps?
Justify this selectionJustify this selection – position your– position your
study in the literaturestudy in the literature
What research questions will beWhat research questions will be
explored?explored? Focus the studyFocus the study
Why are the questions important?Why are the questions important?
BY:MADDY.KALEEM
36. Key points for Research IIIKey points for Research III
• What is your theoretical/conceptualWhat is your theoretical/conceptual
framework?framework?
the concepts to be used, their relevance andthe concepts to be used, their relevance and
applicability to the study be indicatedapplicability to the study be indicated
BY:MADDY.KALEEM
37. Scientific investigationScientific investigation
Always starts with the statements ofAlways starts with the statements of
solvable problemsolvable problem
Offers a tentative solution in theOffers a tentative solution in the
form of a testable propositionform of a testable proposition
The proposition is known asThe proposition is known as
‘hypothesis‘hypothesis’’
A tentative theory of suppositionA tentative theory of supposition
provisionally adopted to explainprovisionally adopted to explain
certain facts and to guide in thecertain facts and to guide in the
investigation (Webster)investigation (Webster)
BY:MADDY.KALEEM
38. Key points for Research IVKey points for Research IV
Hypothesis development?Hypothesis development? linkage to theorylinkage to theory
• What formal research propositions/hypothesesWhat formal research propositions/hypotheses
aims you are going to study?aims you are going to study?
Hypo- means under-, thesis means aHypo- means under-, thesis means a
reasoned/rational theoryreasoned/rational theory
TheoryTheory a set of statements abouta set of statements about
interrelationships between two or more variablesinterrelationships between two or more variables
Accordingly, a theory which is not yet fullyAccordingly, a theory which is not yet fully
reasoned but there is some truth regardingreasoned but there is some truth regarding
relations between variablesrelations between variables
Hence, hypothesis is an assumption in order toHence, hypothesis is an assumption in order to
study the fact and check the validity of theorystudy the fact and check the validity of theory
It can be imaginative idea based on acquiredIt can be imaginative idea based on acquired
knowledgeknowledge
When hypothesis is established, it becomesWhen hypothesis is established, it becomes BY:MADDY.KALEEM
39. Formulation of hypothesesFormulation of hypotheses
Hypothesis is a testable statement ofHypothesis is a testable statement of
a relationship between two or morea relationship between two or more
variablesvariables
It can be framed by:It can be framed by:
• Facts established by previousFacts established by previous
investigationinvestigation
• Through the researcher’s experienceThrough the researcher’s experience
• Through reasoning and logical derivationThrough reasoning and logical derivation
from theoryfrom theory
BY:MADDY.KALEEM
40. VariablesVariables
Are the specific concepts orAre the specific concepts or
theoretical constructs, requirestheoretical constructs, requires
investigationinvestigation
A variable that explains otherA variable that explains other
variable is called ‘independentvariable is called ‘independent
variable’variable’
The variable being explained is calledThe variable being explained is called
‘dependent variable’‘dependent variable’
BY:MADDY.KALEEM
41. HypothesisHypothesis
The statement showing relationshipThe statement showing relationship
between independent and dependentbetween independent and dependent
variables is called ‘hypothesis’variables is called ‘hypothesis’
It is the prediction of possibleIt is the prediction of possible
outcomeoutcome
Attributes:Attributes:
• Should be clear and specificShould be clear and specific
• Should have more than one outcomeShould have more than one outcome
• Should be testableShould be testable
BY:MADDY.KALEEM
42. Research designResearch design
Right direction an important part ofRight direction an important part of
research journeyresearch journey
If not plan well, will never successIf not plan well, will never success
Helps to organize ideas withHelps to organize ideas with
available resourcesavailable resources
BY:MADDY.KALEEM
43. Research Design StagesResearch Design Stages
Theory
Conceptualization
Data
collection
Analysis
Writing
up
BY:MADDY.KALEEM
44. Design questionsDesign questions
What is the study about and what must beWhat is the study about and what must be
done?done?
Why and how is the study beingWhy and how is the study being
conducted?conducted?
Where will study be carried out?Where will study be carried out?
What type of data is required?What type of data is required?
What type of data collection methods beWhat type of data collection methods be
used?used?
Where can the data be collected?Where can the data be collected?
How the sources of data are selected?How the sources of data are selected?
BY:MADDY.KALEEM
45. Research designResearch design
Plan:Plan: incorporates major frameworkincorporates major framework
of activities; includes hypothesisof activities; includes hypothesis
generation and its impact on the finalgeneration and its impact on the final
analysis of data. E.g. empirical oranalysis of data. E.g. empirical or
analytical or bothanalytical or both
Structure:Structure: is outline of integratingis outline of integrating
the variables of investigation forthe variables of investigation for
analysisanalysis
Strategy:Strategy: refers to methods for datarefers to methods for data
collection, analysis, verification andcollection, analysis, verification and
reliabilityreliability BY:MADDY.KALEEM
46. Design questionsDesign questions
What will be sample design?What will be sample design?
How will data will be analyzed?How will data will be analyzed?
How will conclusion will be drawn?How will conclusion will be drawn?
How report shall be prepared?How report shall be prepared?
BY:MADDY.KALEEM
47. Research MethodologyResearch Methodology
How are you going to approach thisHow are you going to approach this
topic?topic?
• Why you have selected thisWhy you have selected this
approach?approach?
BY:MADDY.KALEEM
48. Tools for data collectionTools for data collection
Tools are means to collect dataTools are means to collect data
Helps to analyze the responses ofHelps to analyze the responses of
related variables by carefulrelated variables by careful
interpretationinterpretation
Tools vary in complexity, design,Tools vary in complexity, design,
administration & interpretationadministration & interpretation
Each is appropriate for certain dataEach is appropriate for certain data
and only suits specific requirementand only suits specific requirement
BY:MADDY.KALEEM
49. Research MethodsResearch Methods
Observation:Observation:
Researcher physically observesResearcher physically observes
situationsituation
Opportunity for empiricalOpportunity for empirical
Facts collected in natural settingFacts collected in natural setting
Can relate cause and effect relationshipCan relate cause and effect relationship
But tedious & boring, don’t knowBut tedious & boring, don’t know
behind curtainsbehind curtains
Bias and physical difficulties may resultBias and physical difficulties may result
in errorin error
BY:MADDY.KALEEM
50. ObservationObservation
It has been primary method of ‘inquiry’It has been primary method of ‘inquiry’
from the earliest history of scientificfrom the earliest history of scientific
activityactivity
Observation of natural phenomena, aidedObservation of natural phenomena, aided
by systematic classification andby systematic classification and
measurement, led to development ofmeasurement, led to development of
theories and laws naturetheories and laws nature
Observation as a research technic must beObservation as a research technic must be
systematic, with specific purpose, carefullysystematic, with specific purpose, carefully
focused and thoroughly recordedfocused and thoroughly recorded
BY:MADDY.KALEEM
51. ObservationObservation
Like other methods, it must beLike other methods, it must be
checked for accuracy, validity andchecked for accuracy, validity and
reliabilityreliability
Objectivity (no bias) is essentialObjectivity (no bias) is essential
Must know significant andMust know significant and
insignificant aspectsinsignificant aspects
Checklists and Rating scales providesChecklists and Rating scales provides
systematic means of collecting datasystematic means of collecting data
by observationby observation
BY:MADDY.KALEEM
52. Questionnaire:Questionnaire:
The data gathering instrumentsThe data gathering instruments
through which respondents answerthrough which respondents answer
Qs or respond in writingQs or respond in writing
It is administered personally haveIt is administered personally have
advantages, can explain purpose andadvantages, can explain purpose and
meaning of Qs that may not be clear,meaning of Qs that may not be clear,
It is economical (cost + time), e.g.;It is economical (cost + time), e.g.;
Getting response of studentsGetting response of students
BY:MADDY.KALEEM
53. Questionnaire:Questionnaire:
Mailed questionnaire is used whenMailed questionnaire is used when
desired data can not be achieveddesired data can not be achieved
with less cost and timewith less cost and time
The mail survey is widely used andThe mail survey is widely used and
criticizedcriticized
It is referred as ‘lazy way ofIt is referred as ‘lazy way of
gathering data’gathering data’
Response rate is low, ‘why should IResponse rate is low, ‘why should I
take this trouble to help this person’take this trouble to help this person’
BY:MADDY.KALEEM
54. Questionnaire:Questionnaire:
The Open Form:The Open Form:
• This calls for a free response fromThis calls for a free response from
respondents own wordsrespondents own words
The Closed form:The Closed form:
• This calls for check-mark response, e.g;This calls for check-mark response, e.g;
yes/no, MCQsyes/no, MCQs
Why did you choose to study at MUISTD?Why did you choose to study at MUISTD?
• ConvenienceConvenience
• Advice of a friendAdvice of a friend
• ReputationReputation
• Other (pl. specify)…………………Other (pl. specify)…………………
BY:MADDY.KALEEM
55. Tips for Questionnaire DesignTips for Questionnaire Design
Beginners are not sure what they want to know,Beginners are not sure what they want to know,
and attempt to cover their field broadlyand attempt to cover their field broadly
Also difficulty of wording Qs clearlyAlso difficulty of wording Qs clearly
Different people have different interpretation ofDifferent people have different interpretation of
the same wordthe same word
In interviews, this can be controlled by restatingIn interviews, this can be controlled by restating
QsQs
In following, emphasize on underline wordIn following, emphasize on underline word
• WereWere you there last night?you there last night?
• WereWere youyou there last night?there last night?
• Were youWere you therethere last night?last night?
• Were you thereWere you there lastlast night?night?
• Were you there lastWere you there last nightnight??
BY:MADDY.KALEEM
56. Tips for Questionnaire DesignTips for Questionnaire Design
Identify terms which can easily beIdentify terms which can easily be
misinterpretedmisinterpreted
What is the value of your house?What is the value of your house?
• The assessed value for tax purposeThe assessed value for tax purpose
• Market valueMarket value
• What you paid for itWhat you paid for it
• What you willing it to sell forWhat you willing it to sell for
What is present market value of yourWhat is present market value of your
house? (clear Q)house? (clear Q)
BY:MADDY.KALEEM
57. Tips for Questionnaire DesignTips for Questionnaire Design
A simple tem ‘Age’ is often misunderstoodA simple tem ‘Age’ is often misunderstood
• When an individual is 21 years?When an individual is 21 years?
• From 21From 21stst
birthday to 22birthday to 22ndnd
birthdaybirthday
• Insurance cos. Calculate 20.6 to 21.6Insurance cos. Calculate 20.6 to 21.6
yearsyears
Hence most appropriate is to ask date ofHence most appropriate is to ask date of
birthbirth
Words are ambiguousWords are ambiguous
What work you are doing now?What work you are doing now?
Answer may be ‘filling out yourAnswer may be ‘filling out your
stupid Qs’stupid Qs’
BY:MADDY.KALEEM
58. Tips for Questionnaire DesignTips for Questionnaire Design
Don’t use words that have no agreedDon’t use words that have no agreed
upon meaning: like frequently,upon meaning: like frequently,
occasionally, rarelyoccasionally, rarely
Don’t use double negativeDon’t use double negative
Are you opposed toAre you opposed to
BY:MADDY.KALEEM
59. Questionnaire:Questionnaire:
Widely used, efficient, convenientWidely used, efficient, convenient
Contains list of relevant questionsContains list of relevant questions
Can be postal, interview, telephone,Can be postal, interview, telephone,
onlineonline
For literate respondentsFor literate respondents
Inadequate for in-depth studyInadequate for in-depth study
BY:MADDY.KALEEM
60. A good Questionnaire:A good Questionnaire:
Meets research objectivesMeets research objectives
Obtains valid and reliable dataObtains valid and reliable data
Facilitates the researcher’s task andFacilitates the researcher’s task and
subsequent data processingsubsequent data processing
Achieves the involvement ofAchieves the involvement of
respondentsrespondents
BY:MADDY.KALEEM
61. Key points for Research VKey points for Research V
Data Collection?Data Collection?
Have you considered data access?Have you considered data access?
What primary and secondary dataWhat primary and secondary data
sources will be used?sources will be used?
Population and sampling issuesPopulation and sampling issues
Units of analysis –Units of analysis – consistency withconsistency with
theorytheory
Pilot studyPilot study
Response rate/bias testsResponse rate/bias tests
BY:MADDY.KALEEM
62. Primary, Secondary & Tertiary DataPrimary, Secondary & Tertiary Data
Primary SourcesPrimary Sources
Primary Sources are original materials onPrimary Sources are original materials on
which other research is basedwhich other research is based
They present information in its original form,They present information in its original form,
neither interpreted nor condensed norneither interpreted nor condensed nor
evaluated by other writers.evaluated by other writers.
A newspaper articles is a primaryA newspaper articles is a primary
source if it reports events, but asource if it reports events, but a
secondary source if it analyses andsecondary source if it analyses and
comments on those eventscomments on those events
BY:MADDY.KALEEM
63. Primary Sources GuidePrimary Sources Guide
Primary Sources present originalPrimary Sources present original
thinking, report on discoveries, orthinking, report on discoveries, or
share new information.share new information.
Technical ReportsTechnical Reports
Proceedings of Meetings,Proceedings of Meetings,
Conferences and SymposiaConferences and Symposia
Sets of data, such as censusSets of data, such as census
statisticsstatistics
DiariesDiaries
Auto-biographiesAuto-biographies BY:MADDY.KALEEM
64. Primary Sources GuidePrimary Sources Guide
Interviews, surveys and fieldworkInterviews, surveys and fieldwork
Letters and correspondenceLetters and correspondence
Speeches, Government documentsSpeeches, Government documents
Photographs and works of ArtsPhotographs and works of Arts
Original Documents (Such as birthOriginal Documents (Such as birth
Certificate or trial transcripts)Certificate or trial transcripts)
BY:MADDY.KALEEM
65. Secondary Sources GuideSecondary Sources Guide
CommentariesCommentaries
Dictionaries and encyclopedia (may alsoDictionaries and encyclopedia (may also
be tertiary)be tertiary)
Dissertations or theses (more usuallyDissertations or theses (more usually
primary)primary)
Journal articles, particularly in disciplinesJournal articles, particularly in disciplines
other than science (may also be primary)other than science (may also be primary)
Newspaper and popular magazine articlesNewspaper and popular magazine articles
(may also be primary)(may also be primary)
Review articles and literature reviewsReview articles and literature reviews
Textbooks (may also be tertiary)Textbooks (may also be tertiary)
BY:MADDY.KALEEM
66. Tertiary SourcesTertiary Sources
Works, which index organize and compileWorks, which index organize and compile
citations and show you how to usecitations and show you how to use
secondary (and sometimes primary)secondary (and sometimes primary)
Bibliographies (may also be secondary)Bibliographies (may also be secondary)
IndicesIndices
AbstractsAbstracts
Tertiary Sources GuideTertiary Sources Guide
BY:MADDY.KALEEM
67. Citation of ReferenceCitation of Reference
About Facts: Year Books / Almanacs /About Facts: Year Books / Almanacs /
ReportsReports
About organizations / institutions:About organizations / institutions:
Directories, National, InternationalDirectories, National, International
About works: Bibliographies, Indexes,About works: Bibliographies, Indexes,
Categories, Periodicals, Directories,Categories, Periodicals, Directories,
AbstractsAbstracts
About any information : InternetAbout any information : Internet
BY:MADDY.KALEEM
68. Results and ImplicationsResults and Implications
Hypothesis testing – what isHypothesis testing – what is
supported?supported?
Linkage to theoryLinkage to theory
Implications forImplications for
academics/practitioners/policyacademics/practitioners/policy
makers and further researchmakers and further research
What resources are going to beWhat resources are going to be
needed to carry out the researchneeded to carry out the research??
Have you prepared a detailedHave you prepared a detailed
research time table?research time table?
BY:MADDY.KALEEM
69. Technical Report WritingTechnical Report Writing
Introductory sectionIntroductory section
Title page:Title page: topic, author, degree/project,topic, author, degree/project,
institute, date of submissioninstitute, date of submission
Acknowledgement (dedication?)Acknowledgement (dedication?)
Table of ContentsTable of Contents
List of figuresList of figures
List of tablesList of tables In romanIn roman
nos. i,ii..nos. i,ii..
Abbreviation usedAbbreviation used
Abstract/summaryAbstract/summary
BY:MADDY.KALEEM
70. Main BodyMain Body
1. Problem to be investigated1. Problem to be investigated
((page 1page 1))
Overview of studyOverview of study
Objectives & justification of the studyObjectives & justification of the study
Hypothesis/research questionsHypothesis/research questions
Definition of termsDefinition of terms
Previous work (Not ‘literature search’)Previous work (Not ‘literature search’)
Significance of the studySignificance of the study
Relevance to the needs of the societyRelevance to the needs of the society
Likely contribution to knowledgeLikely contribution to knowledge
Structure of the reportStructure of the report
BY:MADDY.KALEEM
71. Main BodyMain Body
2. Review of related literature2. Review of related literature
TheoryTheory
Studies directly/indirectly relatedStudies directly/indirectly related
Gaps/weaknesses clearly identifiedGaps/weaknesses clearly identified
Research is based on past knowledgeResearch is based on past knowledge
Provides evidence that researcher isProvides evidence that researcher is
familiar with what is known/unknownfamiliar with what is known/unknown
Also helps to eliminate duplicationAlso helps to eliminate duplication
Studies that relevant and clear be includedStudies that relevant and clear be included
BY:MADDY.KALEEM
72. Review of related literatureReview of related literature
Reports of studies closely related problemsReports of studies closely related problems
that have been investigatedthat have been investigated
Design of the study: procedures employedDesign of the study: procedures employed
and data collection tools usedand data collection tools used
Sampling methods usedSampling methods used
Variables that were definedVariables that were defined
Extraneous factors that could have affectedExtraneous factors that could have affected
Faults that could have been avoidedFaults that could have been avoided
Recommendation for future researchRecommendation for future research
BY:MADDY.KALEEM