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LibQUAL+ LibQUAL+ ® 2007: An Introduction 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou Association of Research Libraries old.libqual.org

LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Page 1: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

LibQUAL+LibQUAL+®® 2007: An Introduction 2007: An Introduction

American Library Association (ALA)Midwinter Meeting

Seattle, WAJanuary 22, 2007

MaShana Davis and Martha KyrillidouAssociation of Research Libraries

old.libqual.org

Page 2: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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OverviewOverview

• Research Foundation and Current Uses of LibQUAL+®

• Preparing to Implement the Survey

• The Survey Process: Initial Steps

• Mapping Disciplines

• Approving and Running Your Survey

• General Discussion and Q&A

Page 3: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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LibQUAL+LibQUAL+®® Background and OverviewBackground and Overview

Page 4: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Reference TransactionsReference Transactions

Page 5: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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AssessmentAssessment

“The difficulty lies in trying to find a single model or set of simple indicators that can be used by different institutions, and that will compare something across large groups that is by definition only locally applicable—i.e., how well a library meets the needs of its institution. Librarians have either made do with oversimplified national data or have undertaken customized local evaluations of effectiveness, but there has not been devised an effective way to link the two.”

Sarah Pritchard, Library Trends, 1996

Page 6: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Multiple MethodsMultiple Methodsof Listening to Customersof Listening to Customers• Transactional surveys*• Mystery shopping• New, declining, and lost-customer surveys• Focus group interviews• Customer advisory panels• Service reviews• Customer complaint, comment, and inquiry capture• Total market surveys*• Employee field reporting• Employee surveys• Service operating data capture

*A SERVQUAL-type instrument is most suitable for these methods

Note. A. Parasuraman. The SERVQUAL Model: Its Evolution And Current Status. (2000).

Paper presented at ARL Symposium on Measuring Service Quality, Washington, D.C.

Page 7: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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The The LibQUAL+LibQUAL+®® Premise Premise

PERCEPTIONS SERVICE

“….only customers judge quality;

all other judgments are essentially

irrelevant”

Note. Zeithaml, Parasuraman, Berry. (1999). Delivering quality service. NY: The Free Press.

Page 8: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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13 LibrariesEnglish LibQUAL+™ Version

4000 Respondents

QUAL

QUAN

QUAL

QUAL

QUAN

QUAL

PURPOSE DATA ANALYSIS PRODUCT/RESULTDescribe library environment;build theory of library service quality from user perspective

Test LibQUAL+™ instrument

Refine theoryof service quality

Refine LibQUAL+™ instrument

Test LibQUAL+™ instrument

Refine theory

Unstructured interviewsat 8 ARL institutions

Web-delivered survey

Unstructured interviews at Health Sciences and the Smithsonian libraries

E-mail to surveyadministrators

Web-delivered survey

Focus groups

Content analysis:(cards & Atlas TI)

Reliability/validityanalyses: CronbachsAlpha, factor analysis,SEM, descriptive statistics

Content analysis

Content analysis

Reliability/validity analyses including Cronbachs Alpha,factor analysis, SEM, descriptive statistics

Content analysis

VignetteRe-tooling

Iterative

Emergent2000

2004315 Libraries English, Dutch, Swedish,

German LibQUAL+™ Versions160,000 anticipated respondents

LibQUAL+LibQUAL+®® Project Project

Case studies1

Valid LibQUAL+™ protocol

Scalable process

Enhanced understanding of user-centered views of service quality in the library environment2

Cultural perspective3

Refined survey delivery process and theory of service quality4

Refined LibQUAL+™ instrument5

Local contextual understanding of LibQUAL+™ survey responses6

Page 9: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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DimensionsDimensions

2000 2001 2002 2003-200741 items 56 items 25 items 22 items

Affect of Service Affect of Service Service Affect Service Affect

Library as Place Library as Place Library as Place Library as Place

Reliability Reliability Personal ControlInformation Control

Provision of Physical Collections

Self-RelianceInformation Access

Access to Information

Access to Information

Page 10: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Survey Structure Survey Structure (Detail View)(Detail View)

Page 11: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Rapid Growth in Other AreasRapid Growth in Other Areas• Languages

– Afrikaans– American English– British English– Chinese Traditional (2007)– Danish– Dutch – Finnish– French– German– Norwegian– Swedish

• Consortia– Each may create 5 local questions to

add to their survey

• Countries– Australia, Canada, Denmark, Egypt,

Finland, France, Hong Kong, New Zealand, the Netherlands, Norway, South Africa, Sweden, Switzerland, UAE, U.K., U.S.

• Types of Institutions– Academic Health Sciences– Academic Law– Academic Military– College or University– Community College– Electronic– European Business– Family History– FFRDC – High School (2007)– Hospital– National Health Service England– Natural Resources– New York Public– Public– Smithsonian– State– University/TAFE

Page 12: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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LibQUALLibQUAL++®® Participants Participants

Page 13: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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LibQUALLibQUAL++®® Participants Participants

Page 14: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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LibQUALLibQUAL++®® Surveys by Type Surveys by Type  Years

  2000 2001 2002 2003 2004 2005 2006

Academic law       1 25 10 6

Academic military       6   1  

College or university 13 41 111 244 150 201 219

Community college     16 29 3 15 27

Electronic           1  

European business         5   16

Family history library         1   2

FFRDC           5 1

Health sciences library   1 35 23 13 13 9

Hospital         10 1 1

National Health Service Eng.             10

Natural Resources           4  

New York Public library     1        

Public       4 1 1 3

Smithsonian     1   1    

State       1   1 3

University/TAFE           2 1

Page 15: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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LibQUALLibQUAL++®® Languages Languages

American English

Dutch EnglishFrench Canadian DutchSwedish

Swedish(British English)

Afrikaans

DanishFinnishGerman Norwegian

British English

Continental French

Page 16: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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LibQUALLibQUAL++®® Surveys by Language Surveys by Language

  2000 2001 2002 2003 2004 2005 2006

Afrikaans           4 1

American English 13 42 164 285 176 207 236

British English       20 22 31 50

Danish             1

Dutch         1   2

Dutch English       1 1   2

Finnish             1

French Canadian       2 1 4  

French Continental         1   1

German             1

Norwegian             1

Swedish         5 2 1

Swedish British English             1

Swedish English (A.E.)         2 1  

Page 17: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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LibQUALLibQUAL++®® Surveys by Consortia Surveys by Consortia  Years

  2000 2001 2002 2003 2004 2005 2006

AAHSL   1 35 21 14 12 7

AJCU-Academic         20   21

AJCU-Law             1

Alabama Academic (NAAL)       10 1 8 2

CES         6    

Church Libraries and Archives             7

CUNY Libraries           19  

CONSULS             5

CUC Group           8  

EBSLG         6   17

Research Centers (FFRDC) Libraries           5  

Georgia Consortium             19

Harrisburg Area Community Colleges             5

Keystone Library Network             15

Hospital/MLA         7    

Page 18: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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LibQUALLibQUAL++®® Surveys by Consortia Surveys by Consortia(cont’d)(cont’d)  Years

  2000 2001 2002 2003 2004 2005 2006

Mass-LSTA             5

MERLN       6      

National Health Service England             10

North Carolina Community Colleges             15

NELLCO           8  

NY3Rs       76   2 1

Oberlin Group       12 9 13 2

OhioLINK     57 45 1 14 2

SCONUL       20 17 16 20

State Universities of Florida         6 2 1

University of Wisconsin System         14    

VALE           12 1

Page 19: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Participating Libraries by CountryParticipating Libraries by CountryCountry 2000 2001 2002 2003 2004 2005 2006

Australia         1 6 2

Canada 1 3 4 8 10 15 11

Denmark         1   2

Egypt         1   2

Finland             2

France         1   2

Ireland         1 1 2

Netherlands       1 1   5

New Zealand             1

Norway             2

South Africa           12 8

Sweden         3 4 4

Switzerland         2   2

U.A.E.         1    

U.K.       20 17 16 33

Page 20: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Surveys by Session: 2004-2006Surveys by Session: 2004-2006

Year Session 1 Session 2

2004 202 2

2005 199 56

2006 205 93

Page 21: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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World World LibQUALLibQUAL++®® Survey Survey

Page 22: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Preparing for the Survey ImplementationPreparing for the Survey Implementation

Page 23: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Why is Your Library Participating Why is Your Library Participating in in LibQUAL+LibQUAL+® ® ??

• Institutional goals:

– what do you want to get out of the survey?

• Survey requirements:

– people, supplies, technology

Page 24: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Get Permission from your Get Permission from your Institutional Review BoardInstitutional Review Board

• Local group that approves human subject research

• May also be called

– Committee for Human Subject Research

– Committee for the Protection of Human Subjects

• Not all institutions need to obtain permission

Page 25: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Get Permission from yourGet Permission from yourInstitutional Review BoardInstitutional Review Board

• If permission is required:

– Seek well in advance of survey

– Supply a copy of the survey, if requested

– Inform them that results will be shared among participants

• No need to inform LibQUAL+® of decision

Page 26: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Determine Whom to SurveyDetermine Whom to Survey

• Random sample

or

• Entire population

Page 27: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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If You Sample…If You Sample…

• Recommendations: – At least 1,200 random email addresses for

each user group– Separate sample groups for

undergraduates, graduates, faculty, and staff

– Think about survey fatigue if you want to repeat the survey regularly

• Keep notes on your methodology as you will be asked to describe it in the Post Hoc Questionnaire

Page 28: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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If You Survey the If You Survey the Entire Population….Entire Population….

• Recommendations:

– Think about survey fatigue if you want to repeat the survey regularly

• Keep notes on your methodology as you will be asked to describe it in the Post Hoc Questionnaire

Page 29: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Obtain Email AddressesObtain Email Addresses

• Typical sources include:

– Campus computing office

– Campus administrative records office

– Library patron database

Page 30: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Marketing your SurveyMarketing your Survey

– Place ads in campus newspaper

– Write article for library newsletter

– Post flyers around campus

– Present at faculty meetings & student orientations

– Create a survey Web site and feature on library’s home page

– Take the survey to where users are: dining halls, study rooms, dorms

Page 31: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Become Familiar with Become Familiar with LibQUAL+LibQUAL+®® Resources Resources

• Management Centerhttp://www.libqual.org/Manage/index.cfm

• LibQUAL+® Procedures Manualhttp://www.libqual.org/Manual/index.cfm – Updated Version – September 2006– Much more detail

• Discussion [email protected]

Page 32: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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The The LibQUAL+LibQUAL+®® Management CenterManagement Center

Page 33: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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The Survey Process: Initial StepsThe Survey Process: Initial Steps

Page 34: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Survey Process: Initial ProcessSurvey Process: Initial Process

The Beginning of the Survey Process

Page 35: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Survey Process: Initial ProcessSurvey Process: Initial Process

• Preferences– Language (REQUIRED)

– Survey Start & End Dates– Local Incentive (REQUIRED)

– SPSS Data File Delivery– Support E-mail Address

(REQUIRED)

– Upload Institution’s Logo (REQUIRED)

• Customization– Local Questions– Disciplines– Branch Libraries

Page 36: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Survey Process: PreferencesSurvey Process: Preferences

Page 37: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Survey Process: CustomizationSurvey Process: Customization

Local Questions

Page 38: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Survey Process: CustomizationSurvey Process: Customization

Branch Libraries

The library do you use most often.

Page 39: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Mapping DisciplinesMapping Disciplines

Page 40: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Mapping DisciplinesMapping Disciplines

• Results notebooks summarize findings by user group and provide a chart for, both, standard and custom disciplines

• Standard disciplines

• Customized disciplines

– Recommend no more than 16 disciplines, if possible

Page 41: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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The Standard DisciplinesThe Standard Disciplines

• Agriculture/Environmental Studies

• Architecture• Business• Communications/

Journalism• Education• Engineering/Computer

Science• General Studies• Health Sciences

• Humanities• Law• Military/Naval Science• Other• Performing & Fine Arts• Science/Math• Social Sciences/

Psychology• Undecided

Page 42: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Customized DisciplinesCustomized Disciplines

• Use your local terminology to map to the standard disciplines

• Cautions:

– Need to provide representativeness data for each discipline

– Too many choices present challenges to users

Page 43: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Standard Disciplines: Standard Disciplines: An Academic LibraryAn Academic Library

Page 44: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Customized Disciplines: Customized Disciplines: An Academic LibraryAn Academic Library

Page 45: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Approving and Running Your SurveyApproving and Running Your Survey

Page 46: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Previewing and ApprovingPreviewing and ApprovingYour SurveyYour SurveyPreview• Complete at least one full run

of your preview survey• Test in different settings,

using different platforms and Web browsers

• Get library staff involved in testing

Approved• Can no longer make changes• Live survey URL will appear at

the top of the “Manage Your Survey” page marked as Survey URL

Page 47: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Reviewing CommentsReviewing Comments

• About one-half of users include comments on their survey

• Download via the Monitor Survey Progress page (Excel file or text file)http://old.libqual.org/Manage/Results/Comments/index.cfm

Page 48: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Sending RemindersSending Reminders

• 3-5 reminders to sample populations

• Thank respondents who have completed the survey

• Boost up marketing efforts around campus– More fliers, table tents, ads in campus

newspaper– Get professors and other staff involved

Page 49: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Completing Your Completing Your Representativeness QuestionnaireRepresentativeness Questionnaire• Determines how your institutional profile compares to

your survey data• Requires the following information:

– # of individuals per user group– # of individuals within each discipline– # of males and females– Library Statistics

• Volumes added during the year – Gross/Total (including e-books)• Total number of current serials received (including electronic serials)• Total library expenditures (U.S. dollars)• Personnel – professional staff, full-time equivalent (FTE)• Personnel – support staff, full-time equivalent (FTE)

• Must be complete before closing survey

Page 50: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Completing Your Completing Your Representativeness QuestionnaireRepresentativeness Questionnaire

Representativeness Representativeness CompletedCompleted

Representativeness Representativeness NOT CompletedNOT Completed

Page 51: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Closing Your SurveyClosing Your Survey

• We recommend a survey run of at three weeks

• Once you close your survey:– Retrieve list of incentive winners– Fill out Post Hoc and Evaluation

Questionnaires

Page 52: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Completing Post Hoc and Evaluation Completing Post Hoc and Evaluation QuestionnairesQuestionnaires

Post Hoc Questionnaire• Information about your

survey– Sample size– # of e-mails sent– #of invalid e-mail

addresses– Incentives offered– Marketing techniques– Etc.

Evaluation Questionnaire• Feedback about your

LibQUAL+® experience• All survey liaisons and

assistants are encouraged to complete this questionnaire

Page 53: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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General Discussion General Discussion and Q&Aand Q&A

Page 54: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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Summary and ClosureSummary and Closure

Page 55: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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LibQUAL+LibQUAL+®® Resources Resources

• LibQUAL+® Web site:http://old.libqual.org

• Publications:http://old.libqual.org/publications

• Events and Training:http://old.libqual.org/events

• Gap Theory/Radar Graph Introduction:http://old.libqual.org/Information/Tools/libqualpresentation.cfm

• LibQUAL+® Procedures Manual:http://old.libqual.org/Publications/index.cfm

Page 56: LibQUAL+ ® 2007: An Introduction American Library Association (ALA) Midwinter Meeting Seattle, WA January 22, 2007 MaShana Davis and Martha Kyrillidou

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The The LibQUAL+LibQUAL+®® Team Team

• MaShana DavisTechnical Communications [email protected]

• Yolanda GlassAdministrative [email protected]

• Richard GrovesCustomer Relations [email protected]

• Martha KyrillidouDirector, Statistics and Service Quality [email protected]