SlideShare a Scribd company logo
Using LibQUAL+® to Identify 
Commonalities in 
Customer Satisfaction: 
The Secret to Success? 
Selena Killick 
Cranfield University 
Anne van Weerden 
Utrecht University
LibQUAL+ 
Internationally Renown 
Web based 
Standardised 
Expectations & Perceptions 
LibQUAL+®
Adequacy and Superiority 
Adequacy: 
Calculated by subtracting Minimum from Perceived score. 
A negative score indicates failing to meet minimum 
expectations. 
Superiority: 
Calculated by subtracting Desired from Perceived score. 
A positive score indicates exceeding desired expectations. 
Question 1 
1 2 3 4 5 6 7 8 9 
Adequacy Superiority 
Minimum Desired Perceived
Dimensions 
Affect of Service 
Empathy 
Responsiveness 
Assurance 
Reliability 
Information Control 
Scope of Content 
Convenience 
Ease of Navigation 
Timeliness 
Equipment 
Self-Reliance 
Library as Place 
Utilitarian Space 
Symbol 
Refuge
LibQUAL+ Radar Chart
Commonalities in Satisfaction? 
Information Control Library as Place Affect of Service 
? ? 
? 
? 
? 
?
Commonalities in Dissatisfaction? 
Information Control Library as Place Affect of Service 
? ? 
? 
? ? 
?
Sample Group 
Utrecht University, Netherlands 
 n = 1,851 (long) 
Leiden University, Netherlands 
 n = 3,761 (lite) 
SCONUL Consortium 
 17 Higher Education Institutions from the UK 
and Ireland 
 n = 28,208 (lite/long) 
All surveys conducted Jan-Dec 2012
Methodology
Starting with 
the combined 
data 2012: 
SCONUL, 
n = 28208 (mixed) 
Leiden University 
n = 3761 (lite) 
Utrecht University 
n = 1851 (long) 
ntot = 33820
We removed 5717 
responses, from 
library staff, 
and 
everyone with 
inversions anywhere 
This resulted in a 
larger bandwith 
ntemp = 28103
We also removed 
1057 surveys 
without any answer 
in one of the 
sections, 
not knowing what 
the respondent 
might have said 
about this section 
in connection with 
the other 
two sections 
nused = 27046 = 80%
Definitions of satisfied/dissatisfied
Neither satisfied 
nor dissatisfied 
Someone with an average score of 
5,2 6,3 7,4 
is just .....ok 
min des 
perc
Satisfied 
Someone with an average score of 
6,0 6,2 6,1 
can hardly be called satisfied 
What we looked for is 
min des 
perc
Satisfied 
Superiority gap > 0 
<more than 0> 
des______________perc 
perceiving even more than desired 
xxxxxxxxxxxxxxxxxxxxxxxxxxxx 
Adequacy gap > 1 
<more than 1> 
min______________perc 
perceiving clearly more than minimum
Dissatisfied 
Someone with an average score of 
5,1 5,0 5,2 
can hardly be called dissatisfied 
What we looked for is 
min des 
perc xxxxxxxxx
Dissatisfied 
Adequacy gap < 0 
<more than 0> 
perc______________min 
percieving even less than minimum 
xxxxxxxxxxxxxxxxxxxxxxxxxxxx 
Superiority gap < -1 
perc______________<more than 1> 
des 
percieving clearly less than desired
Definitions of satisfied/dissatisfied 
Satisfied 
Superiority gap > 0 
Adequacy gap > 1 
Dissatisfied 
Adequacy gap < 0 
Superiority gap < -1
Outcomes
Selecting for 
Positive AS 
scores 
Adequacy 
gap > 0 
Superiority 
gap > 1 
n = 4135
Selecting for 
Positive LP 
scores 
Adequacy 
gap > 0 
Superiority 
gap > 1 
n = 3151
Selecting for 
Positive IC 
scores 
Adequacy 
gap > 0 
Superiority 
gap > 1 
n = 2171
Selecting for 
Negative LP 
scores 
Adequacy 
gap < 0 
Superiority 
gap < -1 
n = 7367
Selecting for 
Negative IC 
scores 
Adequacy 
gap < 0 
Superiority 
gap < -1 
n = 6525
Selecting for 
Negative AS 
scores 
Adequacy 
gap < 0 
Superiority 
gap < -1 
n = 3531
It can be seen 
that the desired 
scores of this 
group are the 
highest of all 
Interpreting these 
scores, they are 
likely the most 
demanding group, 
asking a lot from 
the personnel
Next, we wanted to know what the 
differences were between the 
Average Respondents (All) 
and the various roles, 
Students (Undergraduates) 
Postgraduates 
Staff 
Academic staff (Faculty)
We expected to find different outcomes for 
faculty and students, 
such as 
students have a lot to ask, 
faculty just want their literature quickly
Surprisingly, 
the outcomes 
are always 
almost the same
All 
pos / neg IC 
pos / neg LP 
pos / neg AS
Students 
pos / neg IC 
pos / neg LP 
pos / neg AS
Postgrads 
pos / neg IC 
pos / neg LP 
pos / neg AS
Staff 
pos / neg IC 
pos / neg LP 
pos / neg AS
Faculty 
pos / neg IC 
pos / neg LP 
pos / neg AS
For certainty...., 
or just 
amazing:
All
Students
Post-graduates
Staff
Faculty
Some statistics 
to see if our claims 
are significant
Made with Statistica 
Group -1 = 
not meeting 
selected criteria: 
libstaff, inversions, 
# answers/dim ≠ 3 
Group 0 = 
intermediate 
IC = red 
LP = green 
AS = blue 
Group 1 = dissatisfied: Group 2 = satisfied: 
adq gap < 0 xxsup gap > 0 
sup gap < -1 xxadq gap > 1
-1 = excluded, 0 = neutral 
-1 = negative, 2 = positive 
IC = red 
LP = green AS = blue
Conclusions
Conclusions 
Statistically significant correlations: 
 Satisfaction with Information Control & 
satisfaction overall 
 Dissatisfaction with Affect of Service & 
dissatisfaction overall 
Dissatisfied respondents are also the most 
demanding 
Correlation ≠ Causation
Thank You. 
Selena Killick 
Cranfield University 
s.a.killick@cranfield.ac.uk 
Anne van Weerden 
Utrecht University 
a.vanweerden@uu.nl

More Related Content

What's hot

Casey_Asmus_Resume_
Casey_Asmus_Resume_Casey_Asmus_Resume_
Casey_Asmus_Resume_Casey Asmus
 
Epic Edasap User Group April 08
Epic Edasap User Group April 08Epic Edasap User Group April 08
Epic Edasap User Group April 08guesta9b0f2
 
Using IDEA to Create a Sampling Methodology
Using IDEA to Create a Sampling MethodologyUsing IDEA to Create a Sampling Methodology
Using IDEA to Create a Sampling MethodologyAuditWare Systems Ltd.
 
The Data Behind Audit Analytics
The Data Behind Audit AnalyticsThe Data Behind Audit Analytics
The Data Behind Audit AnalyticsCaseWare IDEA
 
Language Empowered Recommendations
Language Empowered RecommendationsLanguage Empowered Recommendations
Language Empowered RecommendationsHari Sanadhya
 
Reading lists made easy! Implementing Leganto to improve reading list user ex...
Reading lists made easy! Implementing Leganto to improve reading list user ex...Reading lists made easy! Implementing Leganto to improve reading list user ex...
Reading lists made easy! Implementing Leganto to improve reading list user ex...Andrew Preater
 
Report usability testing for ms exsel
Report usability testing for ms exselReport usability testing for ms exsel
Report usability testing for ms exselu068719
 
Thesis Presentation
Thesis PresentationThesis Presentation
Thesis Presentationnirvdrum
 
Writing Good Software Engineering Research Papers: Revisited
Writing Good Software Engineering Research Papers:  RevisitedWriting Good Software Engineering Research Papers:  Revisited
Writing Good Software Engineering Research Papers: Revisitedlaurieannwilliams
 

What's hot (13)

Smart analyzer v9 product profile
Smart analyzer v9 product profileSmart analyzer v9 product profile
Smart analyzer v9 product profile
 
Applications of IDEA - payroll
Applications of IDEA - payrollApplications of IDEA - payroll
Applications of IDEA - payroll
 
Experiences with indicators
Experiences with indicatorsExperiences with indicators
Experiences with indicators
 
Casey_Asmus_Resume_
Casey_Asmus_Resume_Casey_Asmus_Resume_
Casey_Asmus_Resume_
 
Epic Edasap User Group April 08
Epic Edasap User Group April 08Epic Edasap User Group April 08
Epic Edasap User Group April 08
 
Using IDEA to Create a Sampling Methodology
Using IDEA to Create a Sampling MethodologyUsing IDEA to Create a Sampling Methodology
Using IDEA to Create a Sampling Methodology
 
The Data Behind Audit Analytics
The Data Behind Audit AnalyticsThe Data Behind Audit Analytics
The Data Behind Audit Analytics
 
Review of eAssessment Quality
Review of eAssessment QualityReview of eAssessment Quality
Review of eAssessment Quality
 
Language Empowered Recommendations
Language Empowered RecommendationsLanguage Empowered Recommendations
Language Empowered Recommendations
 
Reading lists made easy! Implementing Leganto to improve reading list user ex...
Reading lists made easy! Implementing Leganto to improve reading list user ex...Reading lists made easy! Implementing Leganto to improve reading list user ex...
Reading lists made easy! Implementing Leganto to improve reading list user ex...
 
Report usability testing for ms exsel
Report usability testing for ms exselReport usability testing for ms exsel
Report usability testing for ms exsel
 
Thesis Presentation
Thesis PresentationThesis Presentation
Thesis Presentation
 
Writing Good Software Engineering Research Papers: Revisited
Writing Good Software Engineering Research Papers:  RevisitedWriting Good Software Engineering Research Papers:  Revisited
Writing Good Software Engineering Research Papers: Revisited
 

Similar to Using LibQUAL+® to Identify Commonalities in Customer Satisfaction: The Secret to Success?

Employee selection excercise
Employee selection excerciseEmployee selection excercise
Employee selection excercisejoysonp55
 
Scale Development Techniques Presentation.pptx
Scale Development Techniques Presentation.pptxScale Development Techniques Presentation.pptx
Scale Development Techniques Presentation.pptxAnjaliUpadhye1
 
Intro to e as t-tle
Intro to e as t-tleIntro to e as t-tle
Intro to e as t-tlejudeweavers
 
CompetencyApply statistics to different quality methods in h.docx
CompetencyApply statistics to different quality methods in h.docxCompetencyApply statistics to different quality methods in h.docx
CompetencyApply statistics to different quality methods in h.docxardhowp
 
Lecture 4W-InterpretingRegression
Lecture 4W-InterpretingRegressionLecture 4W-InterpretingRegression
Lecture 4W-InterpretingRegressionNoah Grand
 
PPT-SORAJ LAMSAL.pptx
PPT-SORAJ LAMSAL.pptxPPT-SORAJ LAMSAL.pptx
PPT-SORAJ LAMSAL.pptxGitaGautam
 
Psychometrics 101: Know what your assessment data is telling you
Psychometrics 101: Know what your assessment data is telling youPsychometrics 101: Know what your assessment data is telling you
Psychometrics 101: Know what your assessment data is telling youExamSoft
 
Assessment Group Managers Training-SMCC1.pptx
Assessment Group Managers Training-SMCC1.pptxAssessment Group Managers Training-SMCC1.pptx
Assessment Group Managers Training-SMCC1.pptxHctorMurciaForero
 
Delta Analytics Open Data Science Conference Presentation 2016
Delta Analytics Open Data Science Conference Presentation 2016Delta Analytics Open Data Science Conference Presentation 2016
Delta Analytics Open Data Science Conference Presentation 2016Sara Hooker
 
micro testing teaching learning analytics
micro testing teaching learning analyticsmicro testing teaching learning analytics
micro testing teaching learning analyticsMartin Schön
 
How to Gather Useful, Usable Customer Satisfaction Feedback
How to Gather Useful, Usable Customer Satisfaction FeedbackHow to Gather Useful, Usable Customer Satisfaction Feedback
How to Gather Useful, Usable Customer Satisfaction FeedbackNaomi Karten
 
Term project visual_presentation
Term project visual_presentationTerm project visual_presentation
Term project visual_presentationdaledinoman
 
Download the presentation
Download the presentationDownload the presentation
Download the presentationbutest
 
UXPA 2021: How do you know your users feel satisfied
UXPA 2021: How do you know your users feel satisfied   UXPA 2021: How do you know your users feel satisfied
UXPA 2021: How do you know your users feel satisfied UXPA International
 
T test for two independent samples and induction
T test for two independent samples and inductionT test for two independent samples and induction
T test for two independent samples and inductionEmmanuel Buah
 
Business research measurement and scaling
Business research measurement and scalingBusiness research measurement and scaling
Business research measurement and scalingNishant Pahad
 

Similar to Using LibQUAL+® to Identify Commonalities in Customer Satisfaction: The Secret to Success? (20)

Job satisfaction
Job satisfactionJob satisfaction
Job satisfaction
 
Employee selection excercise
Employee selection excerciseEmployee selection excercise
Employee selection excercise
 
Scale Development Techniques Presentation.pptx
Scale Development Techniques Presentation.pptxScale Development Techniques Presentation.pptx
Scale Development Techniques Presentation.pptx
 
Intro to e as t-tle
Intro to e as t-tleIntro to e as t-tle
Intro to e as t-tle
 
CompetencyApply statistics to different quality methods in h.docx
CompetencyApply statistics to different quality methods in h.docxCompetencyApply statistics to different quality methods in h.docx
CompetencyApply statistics to different quality methods in h.docx
 
Lecture 4W-InterpretingRegression
Lecture 4W-InterpretingRegressionLecture 4W-InterpretingRegression
Lecture 4W-InterpretingRegression
 
PPT-SORAJ LAMSAL.pptx
PPT-SORAJ LAMSAL.pptxPPT-SORAJ LAMSAL.pptx
PPT-SORAJ LAMSAL.pptx
 
Psychometrics 101: Know what your assessment data is telling you
Psychometrics 101: Know what your assessment data is telling youPsychometrics 101: Know what your assessment data is telling you
Psychometrics 101: Know what your assessment data is telling you
 
Assessment Group Managers Training-SMCC1.pptx
Assessment Group Managers Training-SMCC1.pptxAssessment Group Managers Training-SMCC1.pptx
Assessment Group Managers Training-SMCC1.pptx
 
Delta Analytics Open Data Science Conference Presentation 2016
Delta Analytics Open Data Science Conference Presentation 2016Delta Analytics Open Data Science Conference Presentation 2016
Delta Analytics Open Data Science Conference Presentation 2016
 
micro testing teaching learning analytics
micro testing teaching learning analyticsmicro testing teaching learning analytics
micro testing teaching learning analytics
 
How to Gather Useful, Usable Customer Satisfaction Feedback
How to Gather Useful, Usable Customer Satisfaction FeedbackHow to Gather Useful, Usable Customer Satisfaction Feedback
How to Gather Useful, Usable Customer Satisfaction Feedback
 
Term project visual_presentation
Term project visual_presentationTerm project visual_presentation
Term project visual_presentation
 
Download the presentation
Download the presentationDownload the presentation
Download the presentation
 
UXPA 2021: How do you know your users feel satisfied
UXPA 2021: How do you know your users feel satisfied   UXPA 2021: How do you know your users feel satisfied
UXPA 2021: How do you know your users feel satisfied
 
T test for two independent samples and induction
T test for two independent samples and inductionT test for two independent samples and induction
T test for two independent samples and induction
 
1 mceeea june 17, 2011
1 mceeea june 17, 20111 mceeea june 17, 2011
1 mceeea june 17, 2011
 
Redesigning the A&E Value Stream
Redesigning the A&E Value Stream Redesigning the A&E Value Stream
Redesigning the A&E Value Stream
 
Business research measurement and scaling
Business research measurement and scalingBusiness research measurement and scaling
Business research measurement and scaling
 
Item analysis report
Item analysis report Item analysis report
Item analysis report
 

More from Selena Killick

Continuing adventures of library learning analytics
Continuing adventures of library learning analyticsContinuing adventures of library learning analytics
Continuing adventures of library learning analyticsSelena Killick
 
Exploiting customer relationship management analytics to improve the student ...
Exploiting customer relationship management analytics to improve the student ...Exploiting customer relationship management analytics to improve the student ...
Exploiting customer relationship management analytics to improve the student ...Selena Killick
 
Taking the Holistic View: Building a customer feedback database.
Taking the Holistic View: Building a customer feedback database.Taking the Holistic View: Building a customer feedback database.
Taking the Holistic View: Building a customer feedback database.Selena Killick
 
Taking the Holistic View: Building a customer feedback database.
Taking the Holistic View: Building a customer feedback database.Taking the Holistic View: Building a customer feedback database.
Taking the Holistic View: Building a customer feedback database.Selena Killick
 
Assessing the Impact of the Academic Library: From theory to practice.
Assessing the Impact of the Academic Library: From theory to practice.Assessing the Impact of the Academic Library: From theory to practice.
Assessing the Impact of the Academic Library: From theory to practice.Selena Killick
 
Measuring our relationships with academic colleagues
Measuring our relationships with academic colleaguesMeasuring our relationships with academic colleagues
Measuring our relationships with academic colleaguesSelena Killick
 
Applying Performance Measurement to Safeguard Budgets: Qualitative and Quanti...
Applying Performance Measurement to Safeguard Budgets: Qualitative and Quanti...Applying Performance Measurement to Safeguard Budgets: Qualitative and Quanti...
Applying Performance Measurement to Safeguard Budgets: Qualitative and Quanti...Selena Killick
 
LibQUAL+: The UK and Irish Experience
LibQUAL+: The UK and Irish ExperienceLibQUAL+: The UK and Irish Experience
LibQUAL+: The UK and Irish ExperienceSelena Killick
 
LibQUAL+ and other ARL initiatives
LibQUAL+ and other ARL initiativesLibQUAL+ and other ARL initiatives
LibQUAL+ and other ARL initiativesSelena Killick
 
Qualitative and Quantitative Methods in Electronic Collection Management
Qualitative and Quantitative Methods in Electronic Collection ManagementQualitative and Quantitative Methods in Electronic Collection Management
Qualitative and Quantitative Methods in Electronic Collection ManagementSelena Killick
 
LibQUAL+ in Ireland and the United Kingdom
LibQUAL+ in Ireland and the United KingdomLibQUAL+ in Ireland and the United Kingdom
LibQUAL+ in Ireland and the United KingdomSelena Killick
 
Evaluating the Big Deal: Usage Statistics for Decision Making
Evaluating the Big Deal: Usage Statistics for Decision MakingEvaluating the Big Deal: Usage Statistics for Decision Making
Evaluating the Big Deal: Usage Statistics for Decision MakingSelena Killick
 
Electronic Collection Management: How statistics can, and can't, help.
Electronic Collection Management: How statistics can, and can't, help.Electronic Collection Management: How statistics can, and can't, help.
Electronic Collection Management: How statistics can, and can't, help.Selena Killick
 
LibQUAL+®: The UK and Irish Experience
LibQUAL+®: The UK and Irish ExperienceLibQUAL+®: The UK and Irish Experience
LibQUAL+®: The UK and Irish ExperienceSelena Killick
 
What do they want now? Qualitative regrounding of the LibQUAL+ survey.
What do they want now? Qualitative regrounding of the LibQUAL+ survey.What do they want now? Qualitative regrounding of the LibQUAL+ survey.
What do they want now? Qualitative regrounding of the LibQUAL+ survey.Selena Killick
 
SCONUL Statistics: The view from the shop floor.
SCONUL Statistics: The view from the shop floor.SCONUL Statistics: The view from the shop floor.
SCONUL Statistics: The view from the shop floor.Selena Killick
 
Evaluating the Big Deal: What metrics matter?
Evaluating the Big Deal: What metrics matter?Evaluating the Big Deal: What metrics matter?
Evaluating the Big Deal: What metrics matter?Selena Killick
 

More from Selena Killick (20)

Continuing adventures of library learning analytics
Continuing adventures of library learning analyticsContinuing adventures of library learning analytics
Continuing adventures of library learning analytics
 
Loud Librarians!
Loud Librarians!Loud Librarians!
Loud Librarians!
 
Loud Librarians!
Loud Librarians!Loud Librarians!
Loud Librarians!
 
Exploiting customer relationship management analytics to improve the student ...
Exploiting customer relationship management analytics to improve the student ...Exploiting customer relationship management analytics to improve the student ...
Exploiting customer relationship management analytics to improve the student ...
 
Taking the Holistic View: Building a customer feedback database.
Taking the Holistic View: Building a customer feedback database.Taking the Holistic View: Building a customer feedback database.
Taking the Holistic View: Building a customer feedback database.
 
Taking the Holistic View: Building a customer feedback database.
Taking the Holistic View: Building a customer feedback database.Taking the Holistic View: Building a customer feedback database.
Taking the Holistic View: Building a customer feedback database.
 
Assessing the Impact of the Academic Library: From theory to practice.
Assessing the Impact of the Academic Library: From theory to practice.Assessing the Impact of the Academic Library: From theory to practice.
Assessing the Impact of the Academic Library: From theory to practice.
 
Measuring our relationships with academic colleagues
Measuring our relationships with academic colleaguesMeasuring our relationships with academic colleagues
Measuring our relationships with academic colleagues
 
Applying Performance Measurement to Safeguard Budgets: Qualitative and Quanti...
Applying Performance Measurement to Safeguard Budgets: Qualitative and Quanti...Applying Performance Measurement to Safeguard Budgets: Qualitative and Quanti...
Applying Performance Measurement to Safeguard Budgets: Qualitative and Quanti...
 
LibQUAL+: The UK and Irish Experience
LibQUAL+: The UK and Irish ExperienceLibQUAL+: The UK and Irish Experience
LibQUAL+: The UK and Irish Experience
 
Strategic Metrics
Strategic MetricsStrategic Metrics
Strategic Metrics
 
LibQUAL+ and other ARL initiatives
LibQUAL+ and other ARL initiativesLibQUAL+ and other ARL initiatives
LibQUAL+ and other ARL initiatives
 
Qualitative and Quantitative Methods in Electronic Collection Management
Qualitative and Quantitative Methods in Electronic Collection ManagementQualitative and Quantitative Methods in Electronic Collection Management
Qualitative and Quantitative Methods in Electronic Collection Management
 
LibQUAL+ in Ireland and the United Kingdom
LibQUAL+ in Ireland and the United KingdomLibQUAL+ in Ireland and the United Kingdom
LibQUAL+ in Ireland and the United Kingdom
 
Evaluating the Big Deal: Usage Statistics for Decision Making
Evaluating the Big Deal: Usage Statistics for Decision MakingEvaluating the Big Deal: Usage Statistics for Decision Making
Evaluating the Big Deal: Usage Statistics for Decision Making
 
Electronic Collection Management: How statistics can, and can't, help.
Electronic Collection Management: How statistics can, and can't, help.Electronic Collection Management: How statistics can, and can't, help.
Electronic Collection Management: How statistics can, and can't, help.
 
LibQUAL+®: The UK and Irish Experience
LibQUAL+®: The UK and Irish ExperienceLibQUAL+®: The UK and Irish Experience
LibQUAL+®: The UK and Irish Experience
 
What do they want now? Qualitative regrounding of the LibQUAL+ survey.
What do they want now? Qualitative regrounding of the LibQUAL+ survey.What do they want now? Qualitative regrounding of the LibQUAL+ survey.
What do they want now? Qualitative regrounding of the LibQUAL+ survey.
 
SCONUL Statistics: The view from the shop floor.
SCONUL Statistics: The view from the shop floor.SCONUL Statistics: The view from the shop floor.
SCONUL Statistics: The view from the shop floor.
 
Evaluating the Big Deal: What metrics matter?
Evaluating the Big Deal: What metrics matter?Evaluating the Big Deal: What metrics matter?
Evaluating the Big Deal: What metrics matter?
 

Recently uploaded

Salient features of Environment protection Act 1986.pptx
Salient features of Environment protection Act 1986.pptxSalient features of Environment protection Act 1986.pptx
Salient features of Environment protection Act 1986.pptxakshayaramakrishnan21
 
Industrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training ReportIndustrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training ReportAvinash Rai
 
The approach at University of Liverpool.pptx
The approach at University of Liverpool.pptxThe approach at University of Liverpool.pptx
The approach at University of Liverpool.pptxJisc
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaasiemaillard
 
The geography of Taylor Swift - some ideas
The geography of Taylor Swift - some ideasThe geography of Taylor Swift - some ideas
The geography of Taylor Swift - some ideasGeoBlogs
 
Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345beazzy04
 
Home assignment II on Spectroscopy 2024 Answers.pdf
Home assignment II on Spectroscopy 2024 Answers.pdfHome assignment II on Spectroscopy 2024 Answers.pdf
Home assignment II on Spectroscopy 2024 Answers.pdfTamralipta Mahavidyalaya
 
1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptxJosvitaDsouza2
 
plant breeding methods in asexually or clonally propagated crops
plant breeding methods in asexually or clonally propagated cropsplant breeding methods in asexually or clonally propagated crops
plant breeding methods in asexually or clonally propagated cropsparmarsneha2
 
Jose-Rizal-and-Philippine-Nationalism-National-Symbol-2.pptx
Jose-Rizal-and-Philippine-Nationalism-National-Symbol-2.pptxJose-Rizal-and-Philippine-Nationalism-National-Symbol-2.pptx
Jose-Rizal-and-Philippine-Nationalism-National-Symbol-2.pptxricssacare
 
Instructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxInstructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxJheel Barad
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxJisc
 
Benefits and Challenges of Using Open Educational Resources
Benefits and Challenges of Using Open Educational ResourcesBenefits and Challenges of Using Open Educational Resources
Benefits and Challenges of Using Open Educational Resourcesdimpy50
 
50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...
50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...
50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...Nguyen Thanh Tu Collection
 
NLC-2024-Orientation-for-RO-SDO (1).pptx
NLC-2024-Orientation-for-RO-SDO (1).pptxNLC-2024-Orientation-for-RO-SDO (1).pptx
NLC-2024-Orientation-for-RO-SDO (1).pptxssuserbdd3e8
 
Students, digital devices and success - Andreas Schleicher - 27 May 2024..pptx
Students, digital devices and success - Andreas Schleicher - 27 May 2024..pptxStudents, digital devices and success - Andreas Schleicher - 27 May 2024..pptx
Students, digital devices and success - Andreas Schleicher - 27 May 2024..pptxEduSkills OECD
 
How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...Jisc
 
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdfDanh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdfQucHHunhnh
 

Recently uploaded (20)

Salient features of Environment protection Act 1986.pptx
Salient features of Environment protection Act 1986.pptxSalient features of Environment protection Act 1986.pptx
Salient features of Environment protection Act 1986.pptx
 
Industrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training ReportIndustrial Training Report- AKTU Industrial Training Report
Industrial Training Report- AKTU Industrial Training Report
 
The approach at University of Liverpool.pptx
The approach at University of Liverpool.pptxThe approach at University of Liverpool.pptx
The approach at University of Liverpool.pptx
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
 
The geography of Taylor Swift - some ideas
The geography of Taylor Swift - some ideasThe geography of Taylor Swift - some ideas
The geography of Taylor Swift - some ideas
 
Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345Sha'Carri Richardson Presentation 202345
Sha'Carri Richardson Presentation 202345
 
Home assignment II on Spectroscopy 2024 Answers.pdf
Home assignment II on Spectroscopy 2024 Answers.pdfHome assignment II on Spectroscopy 2024 Answers.pdf
Home assignment II on Spectroscopy 2024 Answers.pdf
 
1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx
 
plant breeding methods in asexually or clonally propagated crops
plant breeding methods in asexually or clonally propagated cropsplant breeding methods in asexually or clonally propagated crops
plant breeding methods in asexually or clonally propagated crops
 
B.ed spl. HI pdusu exam paper-2023-24.pdf
B.ed spl. HI pdusu exam paper-2023-24.pdfB.ed spl. HI pdusu exam paper-2023-24.pdf
B.ed spl. HI pdusu exam paper-2023-24.pdf
 
Jose-Rizal-and-Philippine-Nationalism-National-Symbol-2.pptx
Jose-Rizal-and-Philippine-Nationalism-National-Symbol-2.pptxJose-Rizal-and-Philippine-Nationalism-National-Symbol-2.pptx
Jose-Rizal-and-Philippine-Nationalism-National-Symbol-2.pptx
 
Instructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxInstructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptx
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
 
Benefits and Challenges of Using Open Educational Resources
Benefits and Challenges of Using Open Educational ResourcesBenefits and Challenges of Using Open Educational Resources
Benefits and Challenges of Using Open Educational Resources
 
50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...
50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...
50 ĐỀ LUYỆN THI IOE LỚP 9 - NĂM HỌC 2022-2023 (CÓ LINK HÌNH, FILE AUDIO VÀ ĐÁ...
 
NLC-2024-Orientation-for-RO-SDO (1).pptx
NLC-2024-Orientation-for-RO-SDO (1).pptxNLC-2024-Orientation-for-RO-SDO (1).pptx
NLC-2024-Orientation-for-RO-SDO (1).pptx
 
Students, digital devices and success - Andreas Schleicher - 27 May 2024..pptx
Students, digital devices and success - Andreas Schleicher - 27 May 2024..pptxStudents, digital devices and success - Andreas Schleicher - 27 May 2024..pptx
Students, digital devices and success - Andreas Schleicher - 27 May 2024..pptx
 
How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...
 
NCERT Solutions Power Sharing Class 10 Notes pdf
NCERT Solutions Power Sharing Class 10 Notes pdfNCERT Solutions Power Sharing Class 10 Notes pdf
NCERT Solutions Power Sharing Class 10 Notes pdf
 
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdfDanh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
Danh sách HSG Bộ môn cấp trường - Cấp THPT.pdf
 

Using LibQUAL+® to Identify Commonalities in Customer Satisfaction: The Secret to Success?

  • 1. Using LibQUAL+® to Identify Commonalities in Customer Satisfaction: The Secret to Success? Selena Killick Cranfield University Anne van Weerden Utrecht University
  • 2. LibQUAL+ Internationally Renown Web based Standardised Expectations & Perceptions LibQUAL+®
  • 3. Adequacy and Superiority Adequacy: Calculated by subtracting Minimum from Perceived score. A negative score indicates failing to meet minimum expectations. Superiority: Calculated by subtracting Desired from Perceived score. A positive score indicates exceeding desired expectations. Question 1 1 2 3 4 5 6 7 8 9 Adequacy Superiority Minimum Desired Perceived
  • 4. Dimensions Affect of Service Empathy Responsiveness Assurance Reliability Information Control Scope of Content Convenience Ease of Navigation Timeliness Equipment Self-Reliance Library as Place Utilitarian Space Symbol Refuge
  • 6. Commonalities in Satisfaction? Information Control Library as Place Affect of Service ? ? ? ? ? ?
  • 7. Commonalities in Dissatisfaction? Information Control Library as Place Affect of Service ? ? ? ? ? ?
  • 8. Sample Group Utrecht University, Netherlands  n = 1,851 (long) Leiden University, Netherlands  n = 3,761 (lite) SCONUL Consortium  17 Higher Education Institutions from the UK and Ireland  n = 28,208 (lite/long) All surveys conducted Jan-Dec 2012
  • 10. Starting with the combined data 2012: SCONUL, n = 28208 (mixed) Leiden University n = 3761 (lite) Utrecht University n = 1851 (long) ntot = 33820
  • 11. We removed 5717 responses, from library staff, and everyone with inversions anywhere This resulted in a larger bandwith ntemp = 28103
  • 12. We also removed 1057 surveys without any answer in one of the sections, not knowing what the respondent might have said about this section in connection with the other two sections nused = 27046 = 80%
  • 14. Neither satisfied nor dissatisfied Someone with an average score of 5,2 6,3 7,4 is just .....ok min des perc
  • 15. Satisfied Someone with an average score of 6,0 6,2 6,1 can hardly be called satisfied What we looked for is min des perc
  • 16. Satisfied Superiority gap > 0 <more than 0> des______________perc perceiving even more than desired xxxxxxxxxxxxxxxxxxxxxxxxxxxx Adequacy gap > 1 <more than 1> min______________perc perceiving clearly more than minimum
  • 17. Dissatisfied Someone with an average score of 5,1 5,0 5,2 can hardly be called dissatisfied What we looked for is min des perc xxxxxxxxx
  • 18. Dissatisfied Adequacy gap < 0 <more than 0> perc______________min percieving even less than minimum xxxxxxxxxxxxxxxxxxxxxxxxxxxx Superiority gap < -1 perc______________<more than 1> des percieving clearly less than desired
  • 19. Definitions of satisfied/dissatisfied Satisfied Superiority gap > 0 Adequacy gap > 1 Dissatisfied Adequacy gap < 0 Superiority gap < -1
  • 21.
  • 22.
  • 23. Selecting for Positive AS scores Adequacy gap > 0 Superiority gap > 1 n = 4135
  • 24. Selecting for Positive LP scores Adequacy gap > 0 Superiority gap > 1 n = 3151
  • 25. Selecting for Positive IC scores Adequacy gap > 0 Superiority gap > 1 n = 2171
  • 26. Selecting for Negative LP scores Adequacy gap < 0 Superiority gap < -1 n = 7367
  • 27. Selecting for Negative IC scores Adequacy gap < 0 Superiority gap < -1 n = 6525
  • 28. Selecting for Negative AS scores Adequacy gap < 0 Superiority gap < -1 n = 3531
  • 29. It can be seen that the desired scores of this group are the highest of all Interpreting these scores, they are likely the most demanding group, asking a lot from the personnel
  • 30. Next, we wanted to know what the differences were between the Average Respondents (All) and the various roles, Students (Undergraduates) Postgraduates Staff Academic staff (Faculty)
  • 31. We expected to find different outcomes for faculty and students, such as students have a lot to ask, faculty just want their literature quickly
  • 32. Surprisingly, the outcomes are always almost the same
  • 33. All pos / neg IC pos / neg LP pos / neg AS
  • 34. Students pos / neg IC pos / neg LP pos / neg AS
  • 35. Postgrads pos / neg IC pos / neg LP pos / neg AS
  • 36. Staff pos / neg IC pos / neg LP pos / neg AS
  • 37. Faculty pos / neg IC pos / neg LP pos / neg AS
  • 38. For certainty...., or just amazing:
  • 39. All
  • 42. Staff
  • 44. Some statistics to see if our claims are significant
  • 45. Made with Statistica Group -1 = not meeting selected criteria: libstaff, inversions, # answers/dim ≠ 3 Group 0 = intermediate IC = red LP = green AS = blue Group 1 = dissatisfied: Group 2 = satisfied: adq gap < 0 xxsup gap > 0 sup gap < -1 xxadq gap > 1
  • 46. -1 = excluded, 0 = neutral -1 = negative, 2 = positive IC = red LP = green AS = blue
  • 48. Conclusions Statistically significant correlations:  Satisfaction with Information Control & satisfaction overall  Dissatisfaction with Affect of Service & dissatisfaction overall Dissatisfied respondents are also the most demanding Correlation ≠ Causation
  • 49.
  • 50.
  • 51.
  • 52.
  • 53. Thank You. Selena Killick Cranfield University s.a.killick@cranfield.ac.uk Anne van Weerden Utrecht University a.vanweerden@uu.nl