SlideShare a Scribd company logo
1 of 16
Survey Research
• Surveys provide a methodology for finding out
what people think at a particular time
• Study attitude and behavior change over time
• Important complement to experimental
research findings
• It is assumed people are able
and willing answer
truthfully and accurately
Survey Research
Survey Response Errors
• Response set: when a participant
answers all questions from a particular
perspective.
–Social Desirability
–“Yea-saying” or “Nay-saying”
Constructing Questions
• Defining the Research Objectives
–Attitudes and beliefs
–Facts and demographics
–Behaviors
–Ensure simplicity!
Constructing Questions
• Question Wording
–Potential problems can stem from difficulty
understanding the question
• Keep it simple
–Double-barreled questions
–Loaded questions
–Negative wording
Constructing Questions
• Negative Wording Advantages
–Reducing Acquiescent Bias
–Reducing Extreme Response Bias
• Negative Wording Disadvantages
–Misinterpret
–Mistake
–Miscode
(Sauro & Lewis, 2011)
Responses to Questions
Closed-ended questions
• Dichotomous & Multiple-choice
• Rating Scales
–Likert scale
–Graphic rating scale
–Semantic differential scale
–Nonverbal scales for children
•   
–Labeling Response Alternatives
Responses to Questions
• Closed- versus open-ended questions
–Potential problems can stem from difficulty
understanding the question
• Number of Response Alternatives
– Item analysis/Internal consistency
– Test-retest reliability
Finalizing the Questionnaire
• Format the questionnaire to be
professional
–Use consistent scales internally
–Clear & brief
• Pilot the questionnaire
–Refine the questionnaire
• Identify your population to sample!
Cross-sectional or Longitudinal?
• Different ways to track changes over
time
–Repeated surveys of individuals at a
single point in their own timeline
–Follow individual respondents
• Panel study
• Pilot the questionnaire
Sampling from a population
Confidence Intervals
Level of confidence that the true population value
lies within an interval of the obtained sample
Sampling error or margin of error
Sample Size
A larger sample size reduces the size of the
confidence interval
Must consider the cost / benefit of increasing
sample size
© 2012 The McGraw-Hill Companies, Inc.
Sampling Techniques
Two basic techniques for sampling
Probability Sampling
Simple random sampling
Every member of the population has an equal probability of
being selected
Stratified random sampling
Population divided into subgroups (strata) and random
samples taken from each strata
Cluster sampling – identify clusters and sample from
three clusters
© 2012 The McGraw-Hill Companies, Inc.
© 2012 The McGraw-Hill Companies, Inc.
© 2012 The McGraw-Hill Companies, Inc.
Sampling Techniques
 Nonprobability Sampling—unknown probability of
any member being chosen
Haphazard sampling – convenience sampling
Purposive sampling – sample meets
predetermined criterion
Quota sampling – sample reflects the numerical
composition of various subgroups in the
population
© 2012 The McGraw-Hill Companies, Inc.
Evaluating Samples
Representative of the population
Sampling Frame
- Actual population from which the sample is drawn
Response Rate
- Percentage of respondents who complete
Reasons for Using Convenience Samples
- Less costly in terms of time and money
Concerns
- May not be generalizable
© 2012 The McGraw-Hill Companies, Inc.

More Related Content

What's hot

Chapter 5 class version b(1)
Chapter 5 class version b(1)Chapter 5 class version b(1)
Chapter 5 class version b(1)jbnx
 
Prepare your Ph.D. Defense Presentation
Prepare your Ph.D. Defense PresentationPrepare your Ph.D. Defense Presentation
Prepare your Ph.D. Defense PresentationChristian Glahn
 
Questionnaire design & admin
Questionnaire design & adminQuestionnaire design & admin
Questionnaire design & adminShameem Ali
 
Communities of Practice
Communities of PracticeCommunities of Practice
Communities of Practicemmcmann
 
Survey design workshop
Survey design workshopSurvey design workshop
Survey design workshopJames Neill
 
Students and research 4
Students and research 4Students and research 4
Students and research 4Janell Simpson
 
Divergent Insights- Qualitative Research VS. Quantitative Research
Divergent Insights- Qualitative Research VS. Quantitative ResearchDivergent Insights- Qualitative Research VS. Quantitative Research
Divergent Insights- Qualitative Research VS. Quantitative ResearchDivergent Insights
 
Rm 2 Problem Identification
Rm   2   Problem IdentificationRm   2   Problem Identification
Rm 2 Problem Identificationitsvineeth209
 
Language Assessement
Language AssessementLanguage Assessement
Language AssessementBussinessman
 
LLB Student Perceptions of Assessment and Feedback: Lessons from the National...
LLB Student Perceptions of Assessment and Feedback: Lessons from the National...LLB Student Perceptions of Assessment and Feedback: Lessons from the National...
LLB Student Perceptions of Assessment and Feedback: Lessons from the National...UK Centre for Legal Education
 
Questionnaire 110227083232-phpapp01
Questionnaire 110227083232-phpapp01Questionnaire 110227083232-phpapp01
Questionnaire 110227083232-phpapp01Daniyal Ali
 

What's hot (20)

Chapter 5 class version b(1)
Chapter 5 class version b(1)Chapter 5 class version b(1)
Chapter 5 class version b(1)
 
Prepare your Ph.D. Defense Presentation
Prepare your Ph.D. Defense PresentationPrepare your Ph.D. Defense Presentation
Prepare your Ph.D. Defense Presentation
 
TerraNova
TerraNova TerraNova
TerraNova
 
Questionnaire design & admin
Questionnaire design & adminQuestionnaire design & admin
Questionnaire design & admin
 
Pp ch11
Pp ch11Pp ch11
Pp ch11
 
The research problem
The research problemThe research problem
The research problem
 
Communities of Practice
Communities of PracticeCommunities of Practice
Communities of Practice
 
Norms
NormsNorms
Norms
 
attitude measurement and scaling
attitude measurement and scalingattitude measurement and scaling
attitude measurement and scaling
 
Survey design workshop
Survey design workshopSurvey design workshop
Survey design workshop
 
Nursing Research Final Defense
Nursing Research Final DefenseNursing Research Final Defense
Nursing Research Final Defense
 
Ch29
Ch29Ch29
Ch29
 
Students and research 4
Students and research 4Students and research 4
Students and research 4
 
Divergent Insights- Qualitative Research VS. Quantitative Research
Divergent Insights- Qualitative Research VS. Quantitative ResearchDivergent Insights- Qualitative Research VS. Quantitative Research
Divergent Insights- Qualitative Research VS. Quantitative Research
 
Rm 2 Problem Identification
Rm   2   Problem IdentificationRm   2   Problem Identification
Rm 2 Problem Identification
 
Chapter 8
Chapter 8Chapter 8
Chapter 8
 
Language Assessement
Language AssessementLanguage Assessement
Language Assessement
 
LLB Student Perceptions of Assessment and Feedback: Lessons from the National...
LLB Student Perceptions of Assessment and Feedback: Lessons from the National...LLB Student Perceptions of Assessment and Feedback: Lessons from the National...
LLB Student Perceptions of Assessment and Feedback: Lessons from the National...
 
Statement of the Problem
Statement of the ProblemStatement of the Problem
Statement of the Problem
 
Questionnaire 110227083232-phpapp01
Questionnaire 110227083232-phpapp01Questionnaire 110227083232-phpapp01
Questionnaire 110227083232-phpapp01
 

Viewers also liked

Are In-Context Respondents More "Honest"?
Are In-Context Respondents More "Honest"?Are In-Context Respondents More "Honest"?
Are In-Context Respondents More "Honest"?Instantly
 
Cross cultural surveys and linkert scales
Cross cultural surveys and linkert scalesCross cultural surveys and linkert scales
Cross cultural surveys and linkert scalesSarah L. Miller
 
Understanding and identifying bias
Understanding and identifying biasUnderstanding and identifying bias
Understanding and identifying biasKdayLOHS
 
Cognitive Bias - Exploring What Goes on Between Your Ears
Cognitive Bias - Exploring What Goes on Between Your EarsCognitive Bias - Exploring What Goes on Between Your Ears
Cognitive Bias - Exploring What Goes on Between Your EarsDan Neumann
 
Reducing Bias in Public Opinion Polls
Reducing Bias in Public Opinion PollsReducing Bias in Public Opinion Polls
Reducing Bias in Public Opinion Pollsaacarter
 
Topic 6 errors in survey research
Topic 6   errors in survey researchTopic 6   errors in survey research
Topic 6 errors in survey researchDhani Ahmad
 
Doug Altman - MedicReS World Congress 2012
Doug Altman - MedicReS World Congress 2012 Doug Altman - MedicReS World Congress 2012
Doug Altman - MedicReS World Congress 2012 MedicReS
 
Hyperbolic Discounting & Projection Bias
Hyperbolic Discounting & Projection BiasHyperbolic Discounting & Projection Bias
Hyperbolic Discounting & Projection BiasRussell James
 
Philosophical views in nursing
Philosophical views in nursingPhilosophical views in nursing
Philosophical views in nursingVirgilio Algoso
 
Why People Make Bad Decisions: The Role of Cognitive Biases
Why People Make Bad Decisions: The Role of Cognitive BiasesWhy People Make Bad Decisions: The Role of Cognitive Biases
Why People Make Bad Decisions: The Role of Cognitive BiasesSigma Consulting Resources, LLC
 
Questionnaire Design Business Research
Questionnaire Design Business ResearchQuestionnaire Design Business Research
Questionnaire Design Business Researchssanand_1985
 
Cognitive biases - a visual study guide
Cognitive biases - a visual study guideCognitive biases - a visual study guide
Cognitive biases - a visual study guideEric Fernandez
 

Viewers also liked (16)

Are In-Context Respondents More "Honest"?
Are In-Context Respondents More "Honest"?Are In-Context Respondents More "Honest"?
Are In-Context Respondents More "Honest"?
 
Cross cultural surveys and linkert scales
Cross cultural surveys and linkert scalesCross cultural surveys and linkert scales
Cross cultural surveys and linkert scales
 
Understanding and identifying bias
Understanding and identifying biasUnderstanding and identifying bias
Understanding and identifying bias
 
Cognitive Bias - Exploring What Goes on Between Your Ears
Cognitive Bias - Exploring What Goes on Between Your EarsCognitive Bias - Exploring What Goes on Between Your Ears
Cognitive Bias - Exploring What Goes on Between Your Ears
 
Reducing Bias in Public Opinion Polls
Reducing Bias in Public Opinion PollsReducing Bias in Public Opinion Polls
Reducing Bias in Public Opinion Polls
 
List of cognitive biases
List of cognitive biasesList of cognitive biases
List of cognitive biases
 
Topic 6 errors in survey research
Topic 6   errors in survey researchTopic 6   errors in survey research
Topic 6 errors in survey research
 
Doug Altman - MedicReS World Congress 2012
Doug Altman - MedicReS World Congress 2012 Doug Altman - MedicReS World Congress 2012
Doug Altman - MedicReS World Congress 2012
 
Hyperbolic Discounting & Projection Bias
Hyperbolic Discounting & Projection BiasHyperbolic Discounting & Projection Bias
Hyperbolic Discounting & Projection Bias
 
Bias
BiasBias
Bias
 
Philosophical views in nursing
Philosophical views in nursingPhilosophical views in nursing
Philosophical views in nursing
 
Why People Make Bad Decisions: The Role of Cognitive Biases
Why People Make Bad Decisions: The Role of Cognitive BiasesWhy People Make Bad Decisions: The Role of Cognitive Biases
Why People Make Bad Decisions: The Role of Cognitive Biases
 
Social Thinking
Social ThinkingSocial Thinking
Social Thinking
 
Questionnaire Design Business Research
Questionnaire Design Business ResearchQuestionnaire Design Business Research
Questionnaire Design Business Research
 
Questionnaire
QuestionnaireQuestionnaire
Questionnaire
 
Cognitive biases - a visual study guide
Cognitive biases - a visual study guideCognitive biases - a visual study guide
Cognitive biases - a visual study guide
 

Similar to Rm wk 7

Presentation on research methodologies
Presentation on research methodologiesPresentation on research methodologies
Presentation on research methodologiesBilal Naqeeb
 
Questionnaire design for beginners (Bart Rienties)
Questionnaire design for beginners (Bart Rienties)Questionnaire design for beginners (Bart Rienties)
Questionnaire design for beginners (Bart Rienties)Bart Rienties
 
Ch09-Survey research.pptx
Ch09-Survey research.pptxCh09-Survey research.pptx
Ch09-Survey research.pptxRajjaRashad1
 
Causal comparative n survey
Causal comparative n surveyCausal comparative n survey
Causal comparative n surveyDhiya Lara
 
how to conduct a survey research sem 1 session 20152016
 how to conduct a survey research sem 1 session 20152016 how to conduct a survey research sem 1 session 20152016
how to conduct a survey research sem 1 session 20152016Rohaniza Rejab
 
UNIT - III - Data Collection - PPT.pptx
UNIT - III - Data Collection - PPT.pptxUNIT - III - Data Collection - PPT.pptx
UNIT - III - Data Collection - PPT.pptxJeyasunitha
 
Experimental Psychology
Experimental PsychologyExperimental Psychology
Experimental PsychologyElla Mae Ayen
 
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.pptxHajiRock
 
Statistics for MBA.pptx
Statistics for MBA.pptxStatistics for MBA.pptx
Statistics for MBA.pptxPradeep513562
 
Qualitative and quantatitve research
Qualitative and quantatitve researchQualitative and quantatitve research
Qualitative and quantatitve researchHeather Lambert
 
Lecture-5.ppt
Lecture-5.pptLecture-5.ppt
Lecture-5.pptMcPoolMac
 
Group_4.pptxdfbnvdgbbvxshjnbcfjkkkhdsdcvb
Group_4.pptxdfbnvdgbbvxshjnbcfjkkkhdsdcvbGroup_4.pptxdfbnvdgbbvxshjnbcfjkkkhdsdcvb
Group_4.pptxdfbnvdgbbvxshjnbcfjkkkhdsdcvbaparecechristie
 
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 surveyNermin Osman
 
Session 2 Methods qualitative_quantitative
Session 2 Methods qualitative_quantitativeSession 2 Methods qualitative_quantitative
Session 2 Methods qualitative_quantitativemilolostinspace
 
QuestionPro Audience Webinar - How to Improve Data Quality For Your Research
QuestionPro Audience Webinar - How to Improve Data Quality For Your ResearchQuestionPro Audience Webinar - How to Improve Data Quality For Your Research
QuestionPro Audience Webinar - How to Improve Data Quality For Your ResearchQuestionPro
 

Similar to Rm wk 7 (20)

Presentation on research methodologies
Presentation on research methodologiesPresentation on research methodologies
Presentation on research methodologies
 
Questionnaire design for beginners (Bart Rienties)
Questionnaire design for beginners (Bart Rienties)Questionnaire design for beginners (Bart Rienties)
Questionnaire design for beginners (Bart Rienties)
 
Survey design report
Survey design reportSurvey design report
Survey design report
 
Chapter4B.ppt
Chapter4B.pptChapter4B.ppt
Chapter4B.ppt
 
Ch09-Survey research.pptx
Ch09-Survey research.pptxCh09-Survey research.pptx
Ch09-Survey research.pptx
 
Causal comparative n survey
Causal comparative n surveyCausal comparative n survey
Causal comparative n survey
 
Ch09 survey research
Ch09 survey researchCh09 survey research
Ch09 survey research
 
how to conduct a survey research sem 1 session 20152016
 how to conduct a survey research sem 1 session 20152016 how to conduct a survey research sem 1 session 20152016
how to conduct a survey research sem 1 session 20152016
 
UNIT - III - Data Collection - PPT.pptx
UNIT - III - Data Collection - PPT.pptxUNIT - III - Data Collection - PPT.pptx
UNIT - III - Data Collection - PPT.pptx
 
Experimental Psychology
Experimental PsychologyExperimental Psychology
Experimental Psychology
 
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
 
Statistics for MBA.pptx
Statistics for MBA.pptxStatistics for MBA.pptx
Statistics for MBA.pptx
 
Qualitative and quantatitve research
Qualitative and quantatitve researchQualitative and quantatitve research
Qualitative and quantatitve research
 
Questionnaier[
Questionnaier[Questionnaier[
Questionnaier[
 
Lecture-5.ppt
Lecture-5.pptLecture-5.ppt
Lecture-5.ppt
 
Lecture-5.ppt
Lecture-5.pptLecture-5.ppt
Lecture-5.ppt
 
Group_4.pptxdfbnvdgbbvxshjnbcfjkkkhdsdcvb
Group_4.pptxdfbnvdgbbvxshjnbcfjkkkhdsdcvbGroup_4.pptxdfbnvdgbbvxshjnbcfjkkkhdsdcvb
Group_4.pptxdfbnvdgbbvxshjnbcfjkkkhdsdcvb
 
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
 
Session 2 Methods qualitative_quantitative
Session 2 Methods qualitative_quantitativeSession 2 Methods qualitative_quantitative
Session 2 Methods qualitative_quantitative
 
QuestionPro Audience Webinar - How to Improve Data Quality For Your Research
QuestionPro Audience Webinar - How to Improve Data Quality For Your ResearchQuestionPro Audience Webinar - How to Improve Data Quality For Your Research
QuestionPro Audience Webinar - How to Improve Data Quality For Your Research
 

More from Cogpsychteacher (20)

PoP Mod 14
PoP Mod 14PoP Mod 14
PoP Mod 14
 
Intro Mod 11.pdf
Intro Mod 11.pdfIntro Mod 11.pdf
Intro Mod 11.pdf
 
Intro wk 8
Intro wk 8Intro wk 8
Intro wk 8
 
PoP wk 7
PoP wk 7PoP wk 7
PoP wk 7
 
PoP Week 4
PoP Week 4PoP Week 4
PoP Week 4
 
PoP Week 2
PoP Week 2PoP Week 2
PoP Week 2
 
PoP Week 1
PoP Week 1PoP Week 1
PoP Week 1
 
PISV App Essay
PISV App EssayPISV App Essay
PISV App Essay
 
PISV Portfolio
PISV PortfolioPISV Portfolio
PISV Portfolio
 
CP wk12
CP wk12CP wk12
CP wk12
 
CP wk 11
CP wk 11CP wk 11
CP wk 11
 
CP wk 9
CP wk 9CP wk 9
CP wk 9
 
CP Wk 8
CP Wk 8CP Wk 8
CP Wk 8
 
L&M wk 1
L&M wk 1L&M wk 1
L&M wk 1
 
CP wk 3
CP wk 3CP wk 3
CP wk 3
 
L&M wk 2
L&M wk 2L&M wk 2
L&M wk 2
 
CP Wk 1
CP Wk 1CP Wk 1
CP Wk 1
 
PoP wk 14
PoP wk 14PoP wk 14
PoP wk 14
 
PoP wk 13
PoP wk 13PoP wk 13
PoP wk 13
 
PoP wk 12
PoP wk 12PoP wk 12
PoP wk 12
 

Recently uploaded

How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxmanuelaromero2013
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationnomboosow
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxSayali Powar
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxGaneshChakor2
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991RKavithamani
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdfssuser54595a
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformChameera Dedduwage
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpinRaunakKeshri1
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesFatimaKhan178732
 

Recently uploaded (20)

Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptx
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Interactive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communicationInteractive Powerpoint_How to Master effective communication
Interactive Powerpoint_How to Master effective communication
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
CARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptxCARE OF CHILD IN INCUBATOR..........pptx
CARE OF CHILD IN INCUBATOR..........pptx
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
Industrial Policy - 1948, 1956, 1973, 1977, 1980, 1991
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
 
A Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy ReformA Critique of the Proposed National Education Policy Reform
A Critique of the Proposed National Education Policy Reform
 
Student login on Anyboli platform.helpin
Student login on Anyboli platform.helpinStudent login on Anyboli platform.helpin
Student login on Anyboli platform.helpin
 
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
Separation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and ActinidesSeparation of Lanthanides/ Lanthanides and Actinides
Separation of Lanthanides/ Lanthanides and Actinides
 

Rm wk 7

  • 2. • Surveys provide a methodology for finding out what people think at a particular time • Study attitude and behavior change over time • Important complement to experimental research findings • It is assumed people are able and willing answer truthfully and accurately Survey Research
  • 3. Survey Response Errors • Response set: when a participant answers all questions from a particular perspective. –Social Desirability –“Yea-saying” or “Nay-saying”
  • 4. Constructing Questions • Defining the Research Objectives –Attitudes and beliefs –Facts and demographics –Behaviors –Ensure simplicity!
  • 5. Constructing Questions • Question Wording –Potential problems can stem from difficulty understanding the question • Keep it simple –Double-barreled questions –Loaded questions –Negative wording
  • 6. Constructing Questions • Negative Wording Advantages –Reducing Acquiescent Bias –Reducing Extreme Response Bias • Negative Wording Disadvantages –Misinterpret –Mistake –Miscode (Sauro & Lewis, 2011)
  • 7. Responses to Questions Closed-ended questions • Dichotomous & Multiple-choice • Rating Scales –Likert scale –Graphic rating scale –Semantic differential scale –Nonverbal scales for children •    –Labeling Response Alternatives
  • 8. Responses to Questions • Closed- versus open-ended questions –Potential problems can stem from difficulty understanding the question • Number of Response Alternatives – Item analysis/Internal consistency – Test-retest reliability
  • 9. Finalizing the Questionnaire • Format the questionnaire to be professional –Use consistent scales internally –Clear & brief • Pilot the questionnaire –Refine the questionnaire • Identify your population to sample!
  • 10. Cross-sectional or Longitudinal? • Different ways to track changes over time –Repeated surveys of individuals at a single point in their own timeline –Follow individual respondents • Panel study • Pilot the questionnaire
  • 11. Sampling from a population Confidence Intervals Level of confidence that the true population value lies within an interval of the obtained sample Sampling error or margin of error Sample Size A larger sample size reduces the size of the confidence interval Must consider the cost / benefit of increasing sample size © 2012 The McGraw-Hill Companies, Inc.
  • 12. Sampling Techniques Two basic techniques for sampling Probability Sampling Simple random sampling Every member of the population has an equal probability of being selected Stratified random sampling Population divided into subgroups (strata) and random samples taken from each strata Cluster sampling – identify clusters and sample from three clusters © 2012 The McGraw-Hill Companies, Inc.
  • 13. © 2012 The McGraw-Hill Companies, Inc.
  • 14. © 2012 The McGraw-Hill Companies, Inc.
  • 15. Sampling Techniques  Nonprobability Sampling—unknown probability of any member being chosen Haphazard sampling – convenience sampling Purposive sampling – sample meets predetermined criterion Quota sampling – sample reflects the numerical composition of various subgroups in the population © 2012 The McGraw-Hill Companies, Inc.
  • 16. Evaluating Samples Representative of the population Sampling Frame - Actual population from which the sample is drawn Response Rate - Percentage of respondents who complete Reasons for Using Convenience Samples - Less costly in terms of time and money Concerns - May not be generalizable © 2012 The McGraw-Hill Companies, Inc.