SlideShare ist ein Scribd-Unternehmen logo
1 von 17
Attitude Measurement Matt Hendrickson Sopsy 640: Attitudes Dr. White August 31, 2006
Attitude Measurement ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Factor Analysis Primer From Whitley (2002) ,[object Object],[object Object],[object Object],[object Object],[object Object]
Factor Analysis cont. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thurstone (1928) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thurstone ,[object Object],[object Object],[object Object],[object Object],[object Object]
Thurstone example In Whitley (2002) p. 364
Likert ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Likert vs. Likert-Type ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Likert Scaling In Shaughnessy, Zechmeister,  & Zechmeister (2003) p. 150
Likert example In Whitley (2002) p. 362
Guttman ,[object Object],[object Object],[object Object],[object Object],[object Object]
Guttman example In Whitley (2002) p. 365
Semantic Differential ,[object Object],[object Object],[object Object],[object Object],[object Object]
Semantic Differential example In Feldman (2001) p. 337
Likert, SD, & Guttman examples   In Feldman (2001) p. 337
References: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Weitere ähnliche Inhalte

Was ist angesagt?

SOURCES OF ERROR AND SCALES OF MEASUREMENT
SOURCES OF ERROR AND SCALES OF MEASUREMENTSOURCES OF ERROR AND SCALES OF MEASUREMENT
SOURCES OF ERROR AND SCALES OF MEASUREMENT
ashanrajpar
 
Attitude measurement and scaling techniques
Attitude measurement and scaling techniquesAttitude measurement and scaling techniques
Attitude measurement and scaling techniques
Charu Rastogi
 
Scales of Measurement
Scales of MeasurementScales of Measurement
Scales of Measurement
loranel
 
Criteria for a good scale
Criteria for a good scaleCriteria for a good scale
Criteria for a good scale
sai precious
 
Scaling 120121081027-phpapp01
Scaling 120121081027-phpapp01Scaling 120121081027-phpapp01
Scaling 120121081027-phpapp01
Surabhi Prajapati
 

Was ist angesagt? (20)

Types of Scales and Scaling Techniques
Types of Scales and Scaling TechniquesTypes of Scales and Scaling Techniques
Types of Scales and Scaling Techniques
 
Scaling concepts
Scaling conceptsScaling concepts
Scaling concepts
 
Levels of measurement
Levels of measurementLevels of measurement
Levels of measurement
 
SOURCES OF ERROR AND SCALES OF MEASUREMENT
SOURCES OF ERROR AND SCALES OF MEASUREMENTSOURCES OF ERROR AND SCALES OF MEASUREMENT
SOURCES OF ERROR AND SCALES OF MEASUREMENT
 
Attitude measurement
Attitude measurementAttitude measurement
Attitude measurement
 
Attitude measurement and scaling techniques
Attitude measurement and scaling techniquesAttitude measurement and scaling techniques
Attitude measurement and scaling techniques
 
Scales of Measurement
Scales of MeasurementScales of Measurement
Scales of Measurement
 
Measurement of scales
Measurement of scalesMeasurement of scales
Measurement of scales
 
Observation as a method of data collection
Observation as a method of data collectionObservation as a method of data collection
Observation as a method of data collection
 
Scales of measurement
Scales of measurementScales of measurement
Scales of measurement
 
TYPE AND USES OF ATTITUDE SCALES
TYPE AND USES OF ATTITUDE SCALESTYPE AND USES OF ATTITUDE SCALES
TYPE AND USES OF ATTITUDE SCALES
 
Attitude measurement.pptx
Attitude measurement.pptxAttitude measurement.pptx
Attitude measurement.pptx
 
Likert Scale
Likert ScaleLikert Scale
Likert Scale
 
Semantic differential
Semantic differentialSemantic differential
Semantic differential
 
Ranking scales
Ranking scalesRanking scales
Ranking scales
 
Attitude Measurement Scales - Likert‘s Scale, Semantic Differential Scale, Th...
Attitude Measurement Scales - Likert‘s Scale, Semantic Differential Scale, Th...Attitude Measurement Scales - Likert‘s Scale, Semantic Differential Scale, Th...
Attitude Measurement Scales - Likert‘s Scale, Semantic Differential Scale, Th...
 
Levinson developmental theory
Levinson developmental theoryLevinson developmental theory
Levinson developmental theory
 
Criteria for a good scale
Criteria for a good scaleCriteria for a good scale
Criteria for a good scale
 
Likert scale.pptx
Likert scale.pptxLikert scale.pptx
Likert scale.pptx
 
Scaling 120121081027-phpapp01
Scaling 120121081027-phpapp01Scaling 120121081027-phpapp01
Scaling 120121081027-phpapp01
 

Andere mochten auch

Research Report Writing
Research Report WritingResearch Report Writing
Research Report Writing
Meghana Sudhir
 
Research report ppt
Research report pptResearch report ppt
Research report ppt
Vikas Dalmia
 

Andere mochten auch (14)

Emerging Trends In Consumer Behavior
Emerging Trends In Consumer BehaviorEmerging Trends In Consumer Behavior
Emerging Trends In Consumer Behavior
 
Writing the Research Report
Writing the Research ReportWriting the Research Report
Writing the Research Report
 
Theoretical and conceptual framework
Theoretical and conceptual frameworkTheoretical and conceptual framework
Theoretical and conceptual framework
 
Theoretical & conceptual framework
Theoretical & conceptual frameworkTheoretical & conceptual framework
Theoretical & conceptual framework
 
structured and unstructured interview
structured and unstructured interviewstructured and unstructured interview
structured and unstructured interview
 
Writing a research report
Writing a research reportWriting a research report
Writing a research report
 
Research Report Writing
Research Report WritingResearch Report Writing
Research Report Writing
 
Research report
Research reportResearch report
Research report
 
Format of research report
Format of research reportFormat of research report
Format of research report
 
Research report ppt
Research report pptResearch report ppt
Research report ppt
 
Chapter 6-THEORETICAL & CONCEPTUAL FRAMEWORK
Chapter 6-THEORETICAL & CONCEPTUAL FRAMEWORKChapter 6-THEORETICAL & CONCEPTUAL FRAMEWORK
Chapter 6-THEORETICAL & CONCEPTUAL FRAMEWORK
 
REPORT WRITTING
REPORT WRITTINGREPORT WRITTING
REPORT WRITTING
 
REPORT WRITING:TYPES, FORMAT, STRUCTURE AND RELEVANCE
REPORT WRITING:TYPES, FORMAT, STRUCTURE AND RELEVANCEREPORT WRITING:TYPES, FORMAT, STRUCTURE AND RELEVANCE
REPORT WRITING:TYPES, FORMAT, STRUCTURE AND RELEVANCE
 
AI and Machine Learning Demystified by Carol Smith at Midwest UX 2017
AI and Machine Learning Demystified by Carol Smith at Midwest UX 2017AI and Machine Learning Demystified by Carol Smith at Midwest UX 2017
AI and Machine Learning Demystified by Carol Smith at Midwest UX 2017
 

Ähnlich wie Attitude Measurement

A fuzzy analytical hierarchy model for solid waste
 A fuzzy analytical hierarchy model for solid waste A fuzzy analytical hierarchy model for solid waste
A fuzzy analytical hierarchy model for solid waste
Alexander Decker
 
A fuzzy analytical hierarchy model for solid waste
 A fuzzy analytical hierarchy model for solid waste A fuzzy analytical hierarchy model for solid waste
A fuzzy analytical hierarchy model for solid waste
Alexander Decker
 
Interestingness measures for multi level association rules
Interestingness measures for multi level association rulesInterestingness measures for multi level association rules
Interestingness measures for multi level association rules
Alexander Decker
 
Module 3 - CasePERFORM THE RESEARCHCase AssignmentThe Situatio.docx
Module 3 - CasePERFORM THE RESEARCHCase AssignmentThe Situatio.docxModule 3 - CasePERFORM THE RESEARCHCase AssignmentThe Situatio.docx
Module 3 - CasePERFORM THE RESEARCHCase AssignmentThe Situatio.docx
bunnyfinney
 
business-research
business-research business-research
business-research
Mbabba2
 
business-research
business-researchbusiness-research
business-research
Mbabba2
 
Quantitative analysis requires the use of numeric data to describe a.docx
Quantitative analysis requires the use of numeric data to describe a.docxQuantitative analysis requires the use of numeric data to describe a.docx
Quantitative analysis requires the use of numeric data to describe a.docx
teofilapeerless
 

Ähnlich wie Attitude Measurement (20)

A Method for Meta-Analytic Confirmatory Factor Analysis
A Method for Meta-Analytic Confirmatory Factor AnalysisA Method for Meta-Analytic Confirmatory Factor Analysis
A Method for Meta-Analytic Confirmatory Factor Analysis
 
Levels of Measurement.pdf
Levels of Measurement.pdfLevels of Measurement.pdf
Levels of Measurement.pdf
 
unit 2.4.ppt
unit 2.4.pptunit 2.4.ppt
unit 2.4.ppt
 
A fuzzy analytical hierarchy model for solid waste
 A fuzzy analytical hierarchy model for solid waste A fuzzy analytical hierarchy model for solid waste
A fuzzy analytical hierarchy model for solid waste
 
A fuzzy analytical hierarchy model for solid waste
 A fuzzy analytical hierarchy model for solid waste A fuzzy analytical hierarchy model for solid waste
A fuzzy analytical hierarchy model for solid waste
 
A fuzzy analytical hierarchy model for solid waste
 A fuzzy analytical hierarchy model for solid waste A fuzzy analytical hierarchy model for solid waste
A fuzzy analytical hierarchy model for solid waste
 
Interestingness measures for multi level association rules
Interestingness measures for multi level association rulesInterestingness measures for multi level association rules
Interestingness measures for multi level association rules
 
Indexes scales and typologies
Indexes scales and typologiesIndexes scales and typologies
Indexes scales and typologies
 
Understanding the Scales of Measurement
Understanding  the Scales of MeasurementUnderstanding  the Scales of Measurement
Understanding the Scales of Measurement
 
Module 3 - CasePERFORM THE RESEARCHCase AssignmentThe Situatio.docx
Module 3 - CasePERFORM THE RESEARCHCase AssignmentThe Situatio.docxModule 3 - CasePERFORM THE RESEARCHCase AssignmentThe Situatio.docx
Module 3 - CasePERFORM THE RESEARCHCase AssignmentThe Situatio.docx
 
How to Evaluate Complex Interventions
How to Evaluate Complex InterventionsHow to Evaluate Complex Interventions
How to Evaluate Complex Interventions
 
Exploratory Factor Analysis
Exploratory Factor AnalysisExploratory Factor Analysis
Exploratory Factor Analysis
 
Introduction to statistics
Introduction to statisticsIntroduction to statistics
Introduction to statistics
 
business-research
business-research business-research
business-research
 
Reviewing quantitative articles_and_checklist
Reviewing quantitative articles_and_checklistReviewing quantitative articles_and_checklist
Reviewing quantitative articles_and_checklist
 
Thirupathi.ppt
Thirupathi.pptThirupathi.ppt
Thirupathi.ppt
 
Aishwarya.ppt
Aishwarya.pptAishwarya.ppt
Aishwarya.ppt
 
You Want Me to Measure What?
You Want Me to Measure What?You Want Me to Measure What?
You Want Me to Measure What?
 
business-research
business-researchbusiness-research
business-research
 
Quantitative analysis requires the use of numeric data to describe a.docx
Quantitative analysis requires the use of numeric data to describe a.docxQuantitative analysis requires the use of numeric data to describe a.docx
Quantitative analysis requires the use of numeric data to describe a.docx
 

Mehr von Matthew Hendrickson

AIR 2013 - Data Geek to Storyteller
AIR 2013 - Data Geek to StorytellerAIR 2013 - Data Geek to Storyteller
AIR 2013 - Data Geek to Storyteller
Matthew Hendrickson
 
Understanding the U.S. News & World Report “Best Colleges” 2007 - Handout
Understanding the U.S. News & World Report “Best Colleges” 2007 - HandoutUnderstanding the U.S. News & World Report “Best Colleges” 2007 - Handout
Understanding the U.S. News & World Report “Best Colleges” 2007 - Handout
Matthew Hendrickson
 
Understanding the U.S. News & World Report “Best Colleges” 2007
Understanding the U.S. News & World Report “Best Colleges” 2007Understanding the U.S. News & World Report “Best Colleges” 2007
Understanding the U.S. News & World Report “Best Colleges” 2007
Matthew Hendrickson
 

Mehr von Matthew Hendrickson (12)

MidAIR 2013 Keynote - Lighting the Path to Action: Realizing the Power of Sto...
MidAIR 2013 Keynote - Lighting the Path to Action: Realizing the Power of Sto...MidAIR 2013 Keynote - Lighting the Path to Action: Realizing the Power of Sto...
MidAIR 2013 Keynote - Lighting the Path to Action: Realizing the Power of Sto...
 
UPCEA New England 2013 - Non-Traditional Student Retention Model Creation
UPCEA New England 2013 - Non-Traditional Student Retention Model CreationUPCEA New England 2013 - Non-Traditional Student Retention Model Creation
UPCEA New England 2013 - Non-Traditional Student Retention Model Creation
 
AIR 2013 - Data Geek to Storyteller
AIR 2013 - Data Geek to StorytellerAIR 2013 - Data Geek to Storyteller
AIR 2013 - Data Geek to Storyteller
 
AIR 2012 Enrollment & Retention 06.05.2012
AIR 2012 Enrollment & Retention 06.05.2012AIR 2012 Enrollment & Retention 06.05.2012
AIR 2012 Enrollment & Retention 06.05.2012
 
The Student Ratings Debate Continued: What Has Changed?
The Student Ratings Debate Continued: What Has Changed?The Student Ratings Debate Continued: What Has Changed?
The Student Ratings Debate Continued: What Has Changed?
 
The Student Ratings Debate: Are They Valid? How Can We Best Use Them?
The Student Ratings Debate: Are They Valid? How Can We Best Use Them?The Student Ratings Debate: Are They Valid? How Can We Best Use Them?
The Student Ratings Debate: Are They Valid? How Can We Best Use Them?
 
Conflict and Negotiation: How to get from a Problem to a Solution.
Conflict and Negotiation: How to get from a Problem to a Solution.Conflict and Negotiation: How to get from a Problem to a Solution.
Conflict and Negotiation: How to get from a Problem to a Solution.
 
Planning
PlanningPlanning
Planning
 
Power, Management, and Conflict Resolution
Power, Management, and Conflict ResolutionPower, Management, and Conflict Resolution
Power, Management, and Conflict Resolution
 
Understanding the U.S. News & World Report “Best Colleges” 2007 - Handout
Understanding the U.S. News & World Report “Best Colleges” 2007 - HandoutUnderstanding the U.S. News & World Report “Best Colleges” 2007 - Handout
Understanding the U.S. News & World Report “Best Colleges” 2007 - Handout
 
Understanding the U.S. News & World Report “Best Colleges” 2007
Understanding the U.S. News & World Report “Best Colleges” 2007Understanding the U.S. News & World Report “Best Colleges” 2007
Understanding the U.S. News & World Report “Best Colleges” 2007
 
Social Network Analysis and Interstate Mobility
Social Network Analysis and Interstate MobilitySocial Network Analysis and Interstate Mobility
Social Network Analysis and Interstate Mobility
 

Attitude Measurement