SlideShare a Scribd company logo
In the name of Allah Kareem,
Most Beneficent, Most Gracious,
the Most Merciful !
SUPERIOR GROUP OF COLLEGES
Quantitative Research
Quantitative research is "a formal, objective, systematic process in
which numerical data are utilised to obtain information about the
world" (Burns and Grove cited by Cormack 1991). Quantitative
research is inclined to be deductive. In other words it tests theory.
General aims of quantitative research
•To generalize
•To be objective
•To test theories
1. Theory
4. Devise measures of concepts
2. Hypothesis
5. Select research site / Respondents
6. Data Collection
7. Preparation of data
10. Report Writing
9. Drawing Conclusions
8. Analysis and interpretations
Quantitative Research Process
PURPOSE OF THEORY
1. Prediction
2. Understanding
LEVELS OF THEORY
1. Abstract level
2. Empirical level
PROCESS OF THEORY DEVELOPMENT
1. Induction
2. Deduction
1. THEORY
Theory is a standardized principle on which basis we can
explain the relationship between two or more concepts or
variables.
2. Hypothesis / Research Questions
A predictive statement of a relationship between two or more
variable, which may then be tested through research
TYPES OF HYPOTHESIS
1. Null Hypothesis Ho
2. Alternative Hypothesis H1
4. Devise Measure of Concepts
Concept:
Abstract realities or generalized ideas about objects,
attributes, occurrence or processes, that can not be
measured directly. Concepts are the building
blocks of theory.
Examples
level of motivation
Variable
Empirical realities that may have varied (different) values
that can be measured directly is called variables
Example: Gender (male or female)
Temperature ( 98o , 95o , 100o ) etc
Operationalization is the process of
defining a concept so that it becomes
measurable variable, which is
achieved by looking at behavioral
dimensions and categorizing them
into observable and measurable
elements.
Operationalization
Cont…..
Cont…..
Gender
1. Male
2. Female
Motivation
1. Highly Motivated
2. Moderately Motivated
3. Less Motivated
Temperature
1. 97 C
2. 98 C
3. 99 C
Time
1. 10 seconds
Means 10
seconds
more than 0
o
o
o
Cont…..
Binary Response
formats
Numerical Response
formats
Verbal formats
Bipolar numerical
formats
Frequency formats
Response formats for scales
My job is usually interesting enough to keep me from getting bored
• agree
• disagree
My job is usually interesting enough to keep me for getting bored
5 4 3 2 1
May job is usually interesting enough to keep me from getting bored
Strongly agree__ agree__ undecided__ disagree___ strongly disagree__
I love my job 5 4 3 2 1I hate my job
My job is usually interesting enough to keep me from getting bored
• All of the time ____
• often _____
• fairly often ____
• occasionally ___
• none of the time ____
Cont…..
Face Validity
(Validity where measure apparently
reflects the content of the concept in
question)
Predictive
(Researcher employs the criterion whereby
a new scale predicts a future event)Validity
(Are we Measuring the
Right thing)
Convergent
(A test has convergent validity if it has a high
correlation with another test that measures the
same construct)
Concurrent
(Researcher employs the criterion whereby
a new scale measures a current event)
Validity
Cont…..
Reliability
(Accuracy in
Measurement)
Test-retest reliability
Inter-item consistency
Split- half reliability
Parallel-form reliability
Cont…..
Reliability
Population
the universe of units(nations, cities, regions, firms, students employees
etc.) from which the sample is to be selected.
Sample
the segment of the population that is selected for the investigation. It is
a subset of the population. The method of selection may be based on a
probability or a non-probability approach (see below).
Sampling frame
the listing of all the units in the population from which the sample will
be selected.
Representative Sample
a sample that reflects the population accurately so that it is a microcosm
of the population.
Sampling error
the difference between a sample and the population from which it is
selected, even though a probability sample has been selected.
5.Selecting Research respondents
Sampling
Sampling Technique
Probability Non-Probability
Simple random sample
Systematic sample
Stratified random sample
Convenience sampling
Snowball sampling
Quota sampling
5.Cont…..
Methods of Data Collection
Surveys
Survey is a quantitative research strategy that involves the structured collection of
data from a pre-determined sample. It involves following methods
1.Structured interview
2.Structured Observation
3.Questionnaire
Survey
Questionnaire
Structured
Interview
On-line
questionnaires
Postal
questionnaires
Self administered
questionnairesTelephone
Interviews
Face to face
interview
Structured
Observation
Participant
Observation
Non -Participant
Observation
Mystery shopping is a popular technique used in consumer research
that involves sending people (mystery shoppers) into a shop to buy
products with the intention to evaluate the effectiveness of retail staff.
After the interaction, the shoppers typically fill out rating sheet
detailing the nature of the interaction and service they receive. It’s a
type of field stimulation.
Mystery Shopping
SUPERIOR GROUP OF COLLEGES 18

More Related Content

What's hot

Purposes of research
Purposes of researchPurposes of research
Purposes of research
Dr-Eknath Mundhe
 
Triangulation research
Triangulation researchTriangulation research
Triangulation research
Dr Rajeev Kumar
 
TSLB3143 Topic 1d Survey Research
TSLB3143 Topic 1d Survey ResearchTSLB3143 Topic 1d Survey Research
TSLB3143 Topic 1d Survey Research
Yee Bee Choo
 
Mixed methods designs
Mixed methods designs Mixed methods designs
Mixed methods designs
faisal khallab
 
Research Method, Methodology and Design.pptx
Research Method, Methodology and Design.pptxResearch Method, Methodology and Design.pptx
Research Method, Methodology and Design.pptx
hanzaahmad1
 
Case Study Research Methods
Case Study Research MethodsCase Study Research Methods
Case Study Research Methods
University of Roehampton
 
Ppt of mixed method design
Ppt of mixed method designPpt of mixed method design
Ppt of mixed method design
Netra Kumar Manandhar
 
Case study
Case studyCase study
Case study
Dr. Hina Kaynat
 
Mixed methods research
Mixed methods researchMixed methods research
Mixed methods researchKhalid Mahmood
 
Case study Research
Case study Research Case study Research
Case study Research
Dr Muireann O'Keeffe
 
Research methodology
Research methodologyResearch methodology
Research methodology
Priya Nigan
 
QUALITATIVE RESEARCH PROCESS
QUALITATIVE RESEARCH PROCESSQUALITATIVE RESEARCH PROCESS
QUALITATIVE RESEARCH PROCESS
AIMS Education
 
Hypotheses- Concept, Sources & Types
Hypotheses- Concept, Sources & TypesHypotheses- Concept, Sources & Types
Hypotheses- Concept, Sources & Types
Sahin Sahari
 
Mixed Methods Designs by mareta pratiwi
Mixed Methods Designs by mareta pratiwiMixed Methods Designs by mareta pratiwi
Mixed Methods Designs by mareta pratiwi
maretapratiwi
 
Lead 901 Chapter 2
Lead 901 Chapter 2Lead 901 Chapter 2
Lead 901 Chapter 2
BHUOnlineDepartment
 
QUALITATIVE RESEARCH DESIGNS
QUALITATIVE RESEARCH DESIGNSQUALITATIVE RESEARCH DESIGNS
QUALITATIVE RESEARCH DESIGNS
MAHESWARI JAIKUMAR
 
Qualitative Research: Coding
Qualitative Research: CodingQualitative Research: Coding
Qualitative Research: Coding
Brenda Cecilia Padilla Rodríguez
 
Research Designs - Quantitative Research Design
Research Designs - Quantitative Research DesignResearch Designs - Quantitative Research Design
Research Designs - Quantitative Research Design
Pavithra Alagiri
 
Mixed method research design
Mixed method research designMixed method research design
Mixed method research design
Dr. Muhammad Ilyas Khan
 
TSLB3143 Topic 1e Ethnography Research
TSLB3143 Topic 1e Ethnography ResearchTSLB3143 Topic 1e Ethnography Research
TSLB3143 Topic 1e Ethnography Research
Yee Bee Choo
 

What's hot (20)

Purposes of research
Purposes of researchPurposes of research
Purposes of research
 
Triangulation research
Triangulation researchTriangulation research
Triangulation research
 
TSLB3143 Topic 1d Survey Research
TSLB3143 Topic 1d Survey ResearchTSLB3143 Topic 1d Survey Research
TSLB3143 Topic 1d Survey Research
 
Mixed methods designs
Mixed methods designs Mixed methods designs
Mixed methods designs
 
Research Method, Methodology and Design.pptx
Research Method, Methodology and Design.pptxResearch Method, Methodology and Design.pptx
Research Method, Methodology and Design.pptx
 
Case Study Research Methods
Case Study Research MethodsCase Study Research Methods
Case Study Research Methods
 
Ppt of mixed method design
Ppt of mixed method designPpt of mixed method design
Ppt of mixed method design
 
Case study
Case studyCase study
Case study
 
Mixed methods research
Mixed methods researchMixed methods research
Mixed methods research
 
Case study Research
Case study Research Case study Research
Case study Research
 
Research methodology
Research methodologyResearch methodology
Research methodology
 
QUALITATIVE RESEARCH PROCESS
QUALITATIVE RESEARCH PROCESSQUALITATIVE RESEARCH PROCESS
QUALITATIVE RESEARCH PROCESS
 
Hypotheses- Concept, Sources & Types
Hypotheses- Concept, Sources & TypesHypotheses- Concept, Sources & Types
Hypotheses- Concept, Sources & Types
 
Mixed Methods Designs by mareta pratiwi
Mixed Methods Designs by mareta pratiwiMixed Methods Designs by mareta pratiwi
Mixed Methods Designs by mareta pratiwi
 
Lead 901 Chapter 2
Lead 901 Chapter 2Lead 901 Chapter 2
Lead 901 Chapter 2
 
QUALITATIVE RESEARCH DESIGNS
QUALITATIVE RESEARCH DESIGNSQUALITATIVE RESEARCH DESIGNS
QUALITATIVE RESEARCH DESIGNS
 
Qualitative Research: Coding
Qualitative Research: CodingQualitative Research: Coding
Qualitative Research: Coding
 
Research Designs - Quantitative Research Design
Research Designs - Quantitative Research DesignResearch Designs - Quantitative Research Design
Research Designs - Quantitative Research Design
 
Mixed method research design
Mixed method research designMixed method research design
Mixed method research design
 
TSLB3143 Topic 1e Ethnography Research
TSLB3143 Topic 1e Ethnography ResearchTSLB3143 Topic 1e Ethnography Research
TSLB3143 Topic 1e Ethnography Research
 

Similar to Quantitative Research

SUM sem 3 Mb0050 – research methodology
SUM sem 3  Mb0050 – research methodologySUM sem 3  Mb0050 – research methodology
SUM sem 3 Mb0050 – research methodology
ak007420
 
Business research methodology by a0rn0
Business research methodology by a0rn0Business research methodology by a0rn0
Business research methodology by a0rn0
Maruf Aorno
 
Survey research
Survey researchSurvey research
Survey research
Punjab University Lahore
 
BRS SA 2.0 (2021) - Part 3 of 3.pptx
BRS SA 2.0 (2021) - Part 3 of 3.pptxBRS SA 2.0 (2021) - Part 3 of 3.pptx
BRS SA 2.0 (2021) - Part 3 of 3.pptx
HajiRock
 
Experimental Psychology
Experimental PsychologyExperimental Psychology
Experimental Psychology
Ella Mae Ayen
 
Sampling Techniques, Data Collection and tabulation in the field of Social Sc...
Sampling Techniques, Data Collection and tabulation in the field of Social Sc...Sampling Techniques, Data Collection and tabulation in the field of Social Sc...
Sampling Techniques, Data Collection and tabulation in the field of Social Sc...
Manoj Sharma
 
Chapter research design
Chapter  research designChapter  research design
Chapter research designkishor bhamare
 
Sampling brm chap-4
Sampling brm chap-4Sampling brm chap-4
Survey Surveillance Screening
Survey Surveillance Screening Survey Surveillance Screening
Survey Surveillance Screening
MalihaQuader1
 
How to conduct a questionnaire for a scientific survey
How to conduct a questionnaire for a scientific surveyHow to conduct a questionnaire for a scientific survey
How to conduct a questionnaire for a scientific survey
Nermin Osman
 
Primary Data and Sampling Techniques.pptx
Primary Data and Sampling Techniques.pptxPrimary Data and Sampling Techniques.pptx
Primary Data and Sampling Techniques.pptx
ZahidHussainqaisar
 
Methodology and IRB/URR
Methodology and IRB/URRMethodology and IRB/URR
Methodology and IRB/URR
Statistics Solutions
 
Survey Method in Research
Survey Method in ResearchSurvey Method in Research
Survey Method in Research
Jasmin Cruz
 
Mb0050 research methodology
Mb0050   research methodologyMb0050   research methodology
Mb0050 research methodologysmumbahelp
 
Questionary design
Questionary designQuestionary design
Questionary design
Pintu Sheel
 
ResearchDesignppt.pptx
ResearchDesignppt.pptxResearchDesignppt.pptx
ResearchDesignppt.pptx
Santhosh Krishna
 
Importance Of Management Research
Importance Of Management ResearchImportance Of Management Research
Importance Of Management Research
Beth Hernandez
 
How to Choose a Sample for Your Thesis or Dissertation
How to Choose a Sample for Your Thesis or DissertationHow to Choose a Sample for Your Thesis or Dissertation
How to Choose a Sample for Your Thesis or Dissertation
Maria Sanchez
 

Similar to Quantitative Research (20)

SUM sem 3 Mb0050 – research methodology
SUM sem 3  Mb0050 – research methodologySUM sem 3  Mb0050 – research methodology
SUM sem 3 Mb0050 – research methodology
 
Business research methodology by a0rn0
Business research methodology by a0rn0Business research methodology by a0rn0
Business research methodology by a0rn0
 
Survey research
Survey researchSurvey research
Survey research
 
BRS SA 2.0 (2021) - Part 3 of 3.pptx
BRS SA 2.0 (2021) - Part 3 of 3.pptxBRS SA 2.0 (2021) - Part 3 of 3.pptx
BRS SA 2.0 (2021) - Part 3 of 3.pptx
 
Experimental Psychology
Experimental PsychologyExperimental Psychology
Experimental Psychology
 
Qualitative Research
Qualitative ResearchQualitative Research
Qualitative Research
 
Sampling Techniques, Data Collection and tabulation in the field of Social Sc...
Sampling Techniques, Data Collection and tabulation in the field of Social Sc...Sampling Techniques, Data Collection and tabulation in the field of Social Sc...
Sampling Techniques, Data Collection and tabulation in the field of Social Sc...
 
Survey Research
Survey ResearchSurvey Research
Survey Research
 
Chapter research design
Chapter  research designChapter  research design
Chapter research design
 
Sampling brm chap-4
Sampling brm chap-4Sampling brm chap-4
Sampling brm chap-4
 
Survey Surveillance Screening
Survey Surveillance Screening Survey Surveillance Screening
Survey Surveillance Screening
 
How to conduct a questionnaire for a scientific survey
How to conduct a questionnaire for a scientific surveyHow to conduct a questionnaire for a scientific survey
How to conduct a questionnaire for a scientific survey
 
Primary Data and Sampling Techniques.pptx
Primary Data and Sampling Techniques.pptxPrimary Data and Sampling Techniques.pptx
Primary Data and Sampling Techniques.pptx
 
Methodology and IRB/URR
Methodology and IRB/URRMethodology and IRB/URR
Methodology and IRB/URR
 
Survey Method in Research
Survey Method in ResearchSurvey Method in Research
Survey Method in Research
 
Mb0050 research methodology
Mb0050   research methodologyMb0050   research methodology
Mb0050 research methodology
 
Questionary design
Questionary designQuestionary design
Questionary design
 
ResearchDesignppt.pptx
ResearchDesignppt.pptxResearchDesignppt.pptx
ResearchDesignppt.pptx
 
Importance Of Management Research
Importance Of Management ResearchImportance Of Management Research
Importance Of Management Research
 
How to Choose a Sample for Your Thesis or Dissertation
How to Choose a Sample for Your Thesis or DissertationHow to Choose a Sample for Your Thesis or Dissertation
How to Choose a Sample for Your Thesis or Dissertation
 

More from AIMS Education

The Next Chapter (The Evolving Relationship between America and Pakistan )
The Next Chapter (The Evolving Relationship between America and Pakistan )The Next Chapter (The Evolving Relationship between America and Pakistan )
The Next Chapter (The Evolving Relationship between America and Pakistan )
AIMS Education
 
InterContinental Hotels Group (IHG) Annual Report and Form 20-F 2016
InterContinental Hotels Group (IHG) Annual Report and Form 20-F 2016InterContinental Hotels Group (IHG) Annual Report and Form 20-F 2016
InterContinental Hotels Group (IHG) Annual Report and Form 20-F 2016
AIMS Education
 
FACTORS AFFECTING THE BOND MARKET
FACTORS AFFECTING THE BOND MARKETFACTORS AFFECTING THE BOND MARKET
FACTORS AFFECTING THE BOND MARKET
AIMS Education
 
A SURVEY REPORT ON TEVTA PAKISTAN
A SURVEY REPORT  ON TEVTA PAKISTANA SURVEY REPORT  ON TEVTA PAKISTAN
A SURVEY REPORT ON TEVTA PAKISTAN
AIMS Education
 
A Quick Tour of Logos: The Logical Appeal
A Quick Tour of Logos: The Logical AppealA Quick Tour of Logos: The Logical Appeal
A Quick Tour of Logos: The Logical Appeal
AIMS Education
 
Parafait – POS Training Manual
Parafait – POS Training ManualParafait – POS Training Manual
Parafait – POS Training Manual
AIMS Education
 
Social Media - Evolution And Revolution - Start to Today
Social Media - Evolution And Revolution - Start to TodaySocial Media - Evolution And Revolution - Start to Today
Social Media - Evolution And Revolution - Start to Today
AIMS Education
 
How LinkedIn built a Community of Half a Billionaire
How LinkedIn built a Community of Half a BillionaireHow LinkedIn built a Community of Half a Billionaire
How LinkedIn built a Community of Half a Billionaire
AIMS Education
 
ARTIFICIAL NEURAL NETWORKS
ARTIFICIAL NEURAL NETWORKSARTIFICIAL NEURAL NETWORKS
ARTIFICIAL NEURAL NETWORKS
AIMS Education
 
Format of Appointment Letter
Format of Appointment LetterFormat of Appointment Letter
Format of Appointment Letter
AIMS Education
 
Format of Bank Account Opening Request
Format of Bank Account Opening RequestFormat of Bank Account Opening Request
Format of Bank Account Opening Request
AIMS Education
 
Selection of ERP vendor
Selection of ERP vendorSelection of ERP vendor
Selection of ERP vendor
AIMS Education
 
ERP Lecture 3&4 (practical screen shots)
ERP Lecture 3&4 (practical screen shots)ERP Lecture 3&4 (practical screen shots)
ERP Lecture 3&4 (practical screen shots)
AIMS Education
 
REFRENCING
REFRENCINGREFRENCING
REFRENCING
AIMS Education
 
Research Design and Proposal Writing
Research Design and Proposal WritingResearch Design and Proposal Writing
Research Design and Proposal Writing
AIMS Education
 
TRAINING AND SELECTION
TRAINING AND SELECTIONTRAINING AND SELECTION
TRAINING AND SELECTION
AIMS Education
 
RECRUITMENT AND SELECTION
RECRUITMENT AND SELECTIONRECRUITMENT AND SELECTION
RECRUITMENT AND SELECTION
AIMS Education
 
HUMAN RESOURCE PLANNING
HUMAN RESOURCE PLANNINGHUMAN RESOURCE PLANNING
HUMAN RESOURCE PLANNING
AIMS Education
 
Analyzing Consumer Markets
Analyzing Consumer MarketsAnalyzing Consumer Markets
Analyzing Consumer Markets
AIMS Education
 

More from AIMS Education (20)

The Next Chapter (The Evolving Relationship between America and Pakistan )
The Next Chapter (The Evolving Relationship between America and Pakistan )The Next Chapter (The Evolving Relationship between America and Pakistan )
The Next Chapter (The Evolving Relationship between America and Pakistan )
 
InterContinental Hotels Group (IHG) Annual Report and Form 20-F 2016
InterContinental Hotels Group (IHG) Annual Report and Form 20-F 2016InterContinental Hotels Group (IHG) Annual Report and Form 20-F 2016
InterContinental Hotels Group (IHG) Annual Report and Form 20-F 2016
 
FACTORS AFFECTING THE BOND MARKET
FACTORS AFFECTING THE BOND MARKETFACTORS AFFECTING THE BOND MARKET
FACTORS AFFECTING THE BOND MARKET
 
A SURVEY REPORT ON TEVTA PAKISTAN
A SURVEY REPORT  ON TEVTA PAKISTANA SURVEY REPORT  ON TEVTA PAKISTAN
A SURVEY REPORT ON TEVTA PAKISTAN
 
A Quick Tour of Logos: The Logical Appeal
A Quick Tour of Logos: The Logical AppealA Quick Tour of Logos: The Logical Appeal
A Quick Tour of Logos: The Logical Appeal
 
Parafait – POS Training Manual
Parafait – POS Training ManualParafait – POS Training Manual
Parafait – POS Training Manual
 
Social Media - Evolution And Revolution - Start to Today
Social Media - Evolution And Revolution - Start to TodaySocial Media - Evolution And Revolution - Start to Today
Social Media - Evolution And Revolution - Start to Today
 
How LinkedIn built a Community of Half a Billionaire
How LinkedIn built a Community of Half a BillionaireHow LinkedIn built a Community of Half a Billionaire
How LinkedIn built a Community of Half a Billionaire
 
ARTIFICIAL NEURAL NETWORKS
ARTIFICIAL NEURAL NETWORKSARTIFICIAL NEURAL NETWORKS
ARTIFICIAL NEURAL NETWORKS
 
Format of Appointment Letter
Format of Appointment LetterFormat of Appointment Letter
Format of Appointment Letter
 
Format of Bank Account Opening Request
Format of Bank Account Opening RequestFormat of Bank Account Opening Request
Format of Bank Account Opening Request
 
Selection of ERP vendor
Selection of ERP vendorSelection of ERP vendor
Selection of ERP vendor
 
ERP Lecture 3&4 (practical screen shots)
ERP Lecture 3&4 (practical screen shots)ERP Lecture 3&4 (practical screen shots)
ERP Lecture 3&4 (practical screen shots)
 
REFRENCING
REFRENCINGREFRENCING
REFRENCING
 
Research Design and Proposal Writing
Research Design and Proposal WritingResearch Design and Proposal Writing
Research Design and Proposal Writing
 
TRAINING AND SELECTION
TRAINING AND SELECTIONTRAINING AND SELECTION
TRAINING AND SELECTION
 
RECRUITMENT AND SELECTION
RECRUITMENT AND SELECTIONRECRUITMENT AND SELECTION
RECRUITMENT AND SELECTION
 
HUMAN RESOURCE PLANNING
HUMAN RESOURCE PLANNINGHUMAN RESOURCE PLANNING
HUMAN RESOURCE PLANNING
 
HUMAN RESOURCE
HUMAN RESOURCEHUMAN RESOURCE
HUMAN RESOURCE
 
Analyzing Consumer Markets
Analyzing Consumer MarketsAnalyzing Consumer Markets
Analyzing Consumer Markets
 

Recently uploaded

The-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic managementThe-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic management
Bojamma2
 
ModelingMarketingStrategiesMKS.CollumbiaUniversitypdf
ModelingMarketingStrategiesMKS.CollumbiaUniversitypdfModelingMarketingStrategiesMKS.CollumbiaUniversitypdf
ModelingMarketingStrategiesMKS.CollumbiaUniversitypdf
fisherameliaisabella
 
Maksym Vyshnivetskyi: PMO Quality Management (UA)
Maksym Vyshnivetskyi: PMO Quality Management (UA)Maksym Vyshnivetskyi: PMO Quality Management (UA)
Maksym Vyshnivetskyi: PMO Quality Management (UA)
Lviv Startup Club
 
Skye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto AirportSkye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto Airport
marketingjdass
 
Memorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.pptMemorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.ppt
seri bangash
 
BeMetals Presentation_May_22_2024 .pdf
BeMetals Presentation_May_22_2024   .pdfBeMetals Presentation_May_22_2024   .pdf
BeMetals Presentation_May_22_2024 .pdf
DerekIwanaka1
 
Project File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdfProject File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdf
RajPriye
 
Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111
zoyaansari11365
 
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptxCADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
fakeloginn69
 
LA HUG - Video Testimonials with Chynna Morgan - June 2024
LA HUG - Video Testimonials with Chynna Morgan - June 2024LA HUG - Video Testimonials with Chynna Morgan - June 2024
LA HUG - Video Testimonials with Chynna Morgan - June 2024
Lital Barkan
 
3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx
tanyjahb
 
The Parable of the Pipeline a book every new businessman or business student ...
The Parable of the Pipeline a book every new businessman or business student ...The Parable of the Pipeline a book every new businessman or business student ...
The Parable of the Pipeline a book every new businessman or business student ...
awaisafdar
 
Enterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdfEnterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdf
KaiNexus
 
The Influence of Marketing Strategy and Market Competition on Business Perfor...
The Influence of Marketing Strategy and Market Competition on Business Perfor...The Influence of Marketing Strategy and Market Competition on Business Perfor...
The Influence of Marketing Strategy and Market Competition on Business Perfor...
Adam Smith
 
Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...
dylandmeas
 
VAT Registration Outlined In UAE: Benefits and Requirements
VAT Registration Outlined In UAE: Benefits and RequirementsVAT Registration Outlined In UAE: Benefits and Requirements
VAT Registration Outlined In UAE: Benefits and Requirements
uae taxgpt
 
The effects of customers service quality and online reviews on customer loyal...
The effects of customers service quality and online reviews on customer loyal...The effects of customers service quality and online reviews on customer loyal...
The effects of customers service quality and online reviews on customer loyal...
balatucanapplelovely
 
What is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdfWhat is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdf
seoforlegalpillers
 
Meas_Dylan_DMBS_PB1_2024-05XX_Revised.pdf
Meas_Dylan_DMBS_PB1_2024-05XX_Revised.pdfMeas_Dylan_DMBS_PB1_2024-05XX_Revised.pdf
Meas_Dylan_DMBS_PB1_2024-05XX_Revised.pdf
dylandmeas
 
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdfSearch Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Arihant Webtech Pvt. Ltd
 

Recently uploaded (20)

The-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic managementThe-McKinsey-7S-Framework. strategic management
The-McKinsey-7S-Framework. strategic management
 
ModelingMarketingStrategiesMKS.CollumbiaUniversitypdf
ModelingMarketingStrategiesMKS.CollumbiaUniversitypdfModelingMarketingStrategiesMKS.CollumbiaUniversitypdf
ModelingMarketingStrategiesMKS.CollumbiaUniversitypdf
 
Maksym Vyshnivetskyi: PMO Quality Management (UA)
Maksym Vyshnivetskyi: PMO Quality Management (UA)Maksym Vyshnivetskyi: PMO Quality Management (UA)
Maksym Vyshnivetskyi: PMO Quality Management (UA)
 
Skye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto AirportSkye Residences | Extended Stay Residences Near Toronto Airport
Skye Residences | Extended Stay Residences Near Toronto Airport
 
Memorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.pptMemorandum Of Association Constitution of Company.ppt
Memorandum Of Association Constitution of Company.ppt
 
BeMetals Presentation_May_22_2024 .pdf
BeMetals Presentation_May_22_2024   .pdfBeMetals Presentation_May_22_2024   .pdf
BeMetals Presentation_May_22_2024 .pdf
 
Project File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdfProject File Report BBA 6th semester.pdf
Project File Report BBA 6th semester.pdf
 
Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111Introduction to Amazon company 111111111111
Introduction to Amazon company 111111111111
 
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptxCADAVER AS OUR FIRST TEACHER anatomt in your.pptx
CADAVER AS OUR FIRST TEACHER anatomt in your.pptx
 
LA HUG - Video Testimonials with Chynna Morgan - June 2024
LA HUG - Video Testimonials with Chynna Morgan - June 2024LA HUG - Video Testimonials with Chynna Morgan - June 2024
LA HUG - Video Testimonials with Chynna Morgan - June 2024
 
3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx3.0 Project 2_ Developing My Brand Identity Kit.pptx
3.0 Project 2_ Developing My Brand Identity Kit.pptx
 
The Parable of the Pipeline a book every new businessman or business student ...
The Parable of the Pipeline a book every new businessman or business student ...The Parable of the Pipeline a book every new businessman or business student ...
The Parable of the Pipeline a book every new businessman or business student ...
 
Enterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdfEnterprise Excellence is Inclusive Excellence.pdf
Enterprise Excellence is Inclusive Excellence.pdf
 
The Influence of Marketing Strategy and Market Competition on Business Perfor...
The Influence of Marketing Strategy and Market Competition on Business Perfor...The Influence of Marketing Strategy and Market Competition on Business Perfor...
The Influence of Marketing Strategy and Market Competition on Business Perfor...
 
Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...Discover the innovative and creative projects that highlight my journey throu...
Discover the innovative and creative projects that highlight my journey throu...
 
VAT Registration Outlined In UAE: Benefits and Requirements
VAT Registration Outlined In UAE: Benefits and RequirementsVAT Registration Outlined In UAE: Benefits and Requirements
VAT Registration Outlined In UAE: Benefits and Requirements
 
The effects of customers service quality and online reviews on customer loyal...
The effects of customers service quality and online reviews on customer loyal...The effects of customers service quality and online reviews on customer loyal...
The effects of customers service quality and online reviews on customer loyal...
 
What is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdfWhat is the TDS Return Filing Due Date for FY 2024-25.pdf
What is the TDS Return Filing Due Date for FY 2024-25.pdf
 
Meas_Dylan_DMBS_PB1_2024-05XX_Revised.pdf
Meas_Dylan_DMBS_PB1_2024-05XX_Revised.pdfMeas_Dylan_DMBS_PB1_2024-05XX_Revised.pdf
Meas_Dylan_DMBS_PB1_2024-05XX_Revised.pdf
 
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdfSearch Disrupted Google’s Leaked Documents Rock the SEO World.pdf
Search Disrupted Google’s Leaked Documents Rock the SEO World.pdf
 

Quantitative Research

  • 1. In the name of Allah Kareem, Most Beneficent, Most Gracious, the Most Merciful !
  • 2.
  • 3. SUPERIOR GROUP OF COLLEGES Quantitative Research Quantitative research is "a formal, objective, systematic process in which numerical data are utilised to obtain information about the world" (Burns and Grove cited by Cormack 1991). Quantitative research is inclined to be deductive. In other words it tests theory. General aims of quantitative research •To generalize •To be objective •To test theories
  • 4. 1. Theory 4. Devise measures of concepts 2. Hypothesis 5. Select research site / Respondents 6. Data Collection 7. Preparation of data 10. Report Writing 9. Drawing Conclusions 8. Analysis and interpretations Quantitative Research Process
  • 5. PURPOSE OF THEORY 1. Prediction 2. Understanding LEVELS OF THEORY 1. Abstract level 2. Empirical level PROCESS OF THEORY DEVELOPMENT 1. Induction 2. Deduction 1. THEORY Theory is a standardized principle on which basis we can explain the relationship between two or more concepts or variables.
  • 6. 2. Hypothesis / Research Questions A predictive statement of a relationship between two or more variable, which may then be tested through research TYPES OF HYPOTHESIS 1. Null Hypothesis Ho 2. Alternative Hypothesis H1
  • 7. 4. Devise Measure of Concepts Concept: Abstract realities or generalized ideas about objects, attributes, occurrence or processes, that can not be measured directly. Concepts are the building blocks of theory. Examples level of motivation Variable Empirical realities that may have varied (different) values that can be measured directly is called variables Example: Gender (male or female) Temperature ( 98o , 95o , 100o ) etc
  • 8. Operationalization is the process of defining a concept so that it becomes measurable variable, which is achieved by looking at behavioral dimensions and categorizing them into observable and measurable elements. Operationalization Cont…..
  • 10. Gender 1. Male 2. Female Motivation 1. Highly Motivated 2. Moderately Motivated 3. Less Motivated Temperature 1. 97 C 2. 98 C 3. 99 C Time 1. 10 seconds Means 10 seconds more than 0 o o o Cont…..
  • 11. Binary Response formats Numerical Response formats Verbal formats Bipolar numerical formats Frequency formats Response formats for scales My job is usually interesting enough to keep me from getting bored • agree • disagree My job is usually interesting enough to keep me for getting bored 5 4 3 2 1 May job is usually interesting enough to keep me from getting bored Strongly agree__ agree__ undecided__ disagree___ strongly disagree__ I love my job 5 4 3 2 1I hate my job My job is usually interesting enough to keep me from getting bored • All of the time ____ • often _____ • fairly often ____ • occasionally ___ • none of the time ____ Cont…..
  • 12. Face Validity (Validity where measure apparently reflects the content of the concept in question) Predictive (Researcher employs the criterion whereby a new scale predicts a future event)Validity (Are we Measuring the Right thing) Convergent (A test has convergent validity if it has a high correlation with another test that measures the same construct) Concurrent (Researcher employs the criterion whereby a new scale measures a current event) Validity Cont…..
  • 13. Reliability (Accuracy in Measurement) Test-retest reliability Inter-item consistency Split- half reliability Parallel-form reliability Cont….. Reliability
  • 14. Population the universe of units(nations, cities, regions, firms, students employees etc.) from which the sample is to be selected. Sample the segment of the population that is selected for the investigation. It is a subset of the population. The method of selection may be based on a probability or a non-probability approach (see below). Sampling frame the listing of all the units in the population from which the sample will be selected. Representative Sample a sample that reflects the population accurately so that it is a microcosm of the population. Sampling error the difference between a sample and the population from which it is selected, even though a probability sample has been selected. 5.Selecting Research respondents
  • 15. Sampling Sampling Technique Probability Non-Probability Simple random sample Systematic sample Stratified random sample Convenience sampling Snowball sampling Quota sampling 5.Cont…..
  • 16. Methods of Data Collection Surveys Survey is a quantitative research strategy that involves the structured collection of data from a pre-determined sample. It involves following methods 1.Structured interview 2.Structured Observation 3.Questionnaire Survey Questionnaire Structured Interview On-line questionnaires Postal questionnaires Self administered questionnairesTelephone Interviews Face to face interview Structured Observation Participant Observation Non -Participant Observation
  • 17. Mystery shopping is a popular technique used in consumer research that involves sending people (mystery shoppers) into a shop to buy products with the intention to evaluate the effectiveness of retail staff. After the interaction, the shoppers typically fill out rating sheet detailing the nature of the interaction and service they receive. It’s a type of field stimulation. Mystery Shopping
  • 18. SUPERIOR GROUP OF COLLEGES 18

Editor's Notes

  1. A good hypothesis should be:A definite statementBased on observations and knowledgePredict the results very clearTestable with straight forward experiment