Assessing User Needs, Satisfaction, and Library Performance at the University of Washington Libraries.ABSTRACT THE UNIVERSITY OF WASHINGTON LIBRARIES The University of Washington Libraries are among the largest academic research libraries in North America and winner of the 2004 ACRL "Excellence in Academic Libraries Award". They are located in the state of Washington, USA. HAS CONDUCTED triennial tri·en·ni·al adj. 1. Occurring every third year. 2. Lasting three years. n. 1. A third anniversary. 2. A ceremony or celebration occurring every three years. faculty and student library surveys since 1992. Surveys are sent to all faculty and a random sample of graduate and undergraduate students. Results have revealed significant variation within and between user groups concerning library satisfaction, use, priorities, and importance. There were 2,749 responses to the most recent survey in 1998, including more than 1,500 completed surveys returned from faculty. These large-scale large-scale adj. 1. Large in scope or extent. 2. Drawn or made large to show detail. large-scale Adjective 1. wide-ranging or extensive 2. surveys, while extraordinarily valuable, have proven costly and time-consuming time-con·sum·ing adj. Taking up much time. time-consuming Adjective taking up a great deal of time Adj. 1. to design, administer To give an oath, as to administer the oath of office to the president at the inauguration. To direct the transactions of business or government. Immigration laws are administered largely by the Immigration and Naturalization Service. , and analyze an·a·lyze v. 1. To examine methodically by separating into parts and studying their interrelations. 2. To separate a chemical substance into its constituent elements to determine their nature or proportions. 3. . The ARL ARL - ASSET Reuse Library LibQUAL+ pilot offered an opportunity to employ a different methodology and design that focused on quality of service and library support through a Web-based survey. This article discusses issues and results associated with these different approaches. INTRODUCTION The University of Washington Libraries (UW Libraries) has utilized a number of approaches during the past decade to assess the effectiveness of service programs and library support of faculty and student research, teaching, and learning. Among the most valuable methods employed have been large-scale surveys of faculty and students conducted every three years beginning in 1992. Focus groups, usability How easy something is to use. Both software and Web sites can be tested for usability. Considering how difficult applications are to use and Web sites are to navigate, one would wish that more designers took this seriously. See user interface and usability lab. and observational studies observational studies, n.pl an investigational method involving description of the associations be-tween interventions and outcomes. Outcomes research and practice audits are examples of this investigational method. , targeted surveys, and interviews are also used to assess library programs and services as well as user needs. Results from the triennial surveys have played a critical role in supporting the transition to a user-centered library (Wilson Wilson, city (1990 pop. 36,930), seat of Wilson co., E N.C., in a rich agricultural region; inc. 1849. It is a commercial and industrial center with a large tobacco market. Manufactures include textile goods (especially clothing), metal products, and processed foods. , 1995) and in creating a culture of assessment (Lakos, 1998). The large representative data sets generated by these surveys have also proven to be powerful information sources in the campus political environment. Survey results and analyses can be found at the UW Libraries' Web site on user surveys: http://www.lib.washington Washington, town, England Washington, town (1991 pop. 48,856), Sunderland metropolitan district, NE England. Washington was designated one of the new towns in 1964 to alleviate overpopulation in the Tyneside-Wearside area. .edu/surveys/. These surveys, though quite valuable, are expensive and time-consuming to design, administer, and analyze. Participation in the ARL-sponsored SERVQUAL SERVQUAL Service Quality (now LibQUAL+) pilot provided an opportunity to use a well-established survey tool with a different methodology, design, content, and delivery mechanism. It also afforded the chance for interinstitutional comparisons using a standardized standardized pertaining to data that have been submitted to standardization procedures. standardized morbidity rate see morbidity rate. standardized mortality rate see mortality rate. survey instrument. Another attractive feature was the ability to gain experience with a Web-based survey that might reduce survey costs associated with printing, mailing, and data entry. This article will compare the UW Libraries' surveys with LibQUAL+ results from the University of Washington in such areas as response and representativeness of survey population, similarities and differences in results, and whether the right questions are being asked. USER SURVEYS Library user surveys have become widespread in academic libraries during the past twenty years TWENTY YEARS. The lapse of twenty years raises a presumption of certain facts, and after such a time, the party against whom the presumption has been raised, will be required to prove a negative to establish his rights. 2. . Surveys have often been used as a tool to assess service quality and user satisfaction. The Association of Research Libraries issued four Systems and Procedures Exchange Center (SPEC (1) See specs and specification. (2) (SPEC) (Standard Performance Evaluation Corporation, Warrenton, VA, www.specbench.org) An organization founded in 1988 to establish standard benchmarks for computers. ) kits on user surveys and studies between 1981 and 1994 (Association of Research Libraries, 1981, 1984, 1988, 1994). A substantial body of literature has been developed on surveys and service quality, led by studies and reviews from such library educators/professionals as Hernon and McClure Mc·Clure , Samuel Sidney 1857-1949. Irish-born American editor and publisher who founded McClure's Magazine (1893), an influential muckraking periodical. (1990); Van House, Weil and McClure (1990); Hernon and Altman Alt·man , Robert Born 1925. American film director and screenwriter whose film credits include M*A*S*H (1970), for which he won an Academy Award, and The Player (1992). (1998, 2000); Nitecki and Franklin (1999); and Hernon and Whitman Whitman, town (1990 pop. 13,240), Plymouth co., SE Mass., S of Boston; settled c.1670, set off from Abington and inc. 1875. It is an industrial town that manufactures shoes, plastics, foundry products, and textile machinery. The Toll House (1709) is restored. (2001). Library applications of the SERVQUAL instrument have been covered by Nitecki (1996), and Cook and Heath heath, tract of open land heath, tract of open land characterized by a few scattered trees, abundant moss cover, and numerous low shrubs, principally of the heath family (see heath, in botany). (1999), among others. Rapid changes in library services and operations, demands for internal institutional accountability The traceability of actions performed on a system to a specific system entity (user, process, device). For example, the use of unique user identification and authentication supports accountability; the use of shared user IDs and passwords destroys accountability. , and assessment expectations by external accrediting agencies have contributed to further development and application of user surveys within academic libraries during the past decade. User surveys can be designed and administered in a number of ways. Self-administered surveys are often employed to reach a large number of potential respondents In the context of marketing research, a representative sample drawn from a larger population of people from whom information is collected and used to develop or confirm marketing strategy. with a minimum of direct contact and cost. Individuals are given or sent surveys to complete and return and the responses turned into data that can be analyzed an·a·lyze tr.v. an·a·lyzed, an·a·lyz·ing, an·a·lyz·es 1. To examine methodically by separating into parts and studying their interrelations. 2. Chemistry To make a chemical analysis of. 3. . Surveys can range from broad and comprehensive to those narrowly focused on specific services or activities. When properly designed and administered, user surveys can provide both quantitative and qualitative qualitative /qual·i·ta·tive/ (kwahl´i-ta?tiv) pertaining to quality. Cf. quantitative. qualitative pertaining to observations of a categorical nature, e.g. breed, sex. data directly from the target population. UNIVERSITY OF WASHINGTON LIBRARIES' SURVEY METHODOLOGY AND DESIGN The University of Washington Libraries began an active program of assessing user needs, satisfaction, and the impact of library services and resources in 1992. Prior to this time, user input to the UW Libraries was generally informal and unsolicited un·so·lic·it·ed adj. Not looked for or requested; unsought: an unsolicited manuscript; unsolicited opinions. unsolicited Adjective through such channels as suggestion boxes and anecdotal anecdotal /an·ec·do·tal/ (an?ek-do´t'l) based on case histories rather than on controlled clinical trials. anecdotal adjective Unsubstantiated; occurring as single or isolated event. comments from service desks. Other opportunities for user comment came through the Faculty Senate Council on University Libraries, a biennial biennial, plant requiring two years to complete its life cycle, as distinguished from an annual or a perennial. In the first year a biennial usually produces a rosette of leaves (e.g., the cabbage) and a fleshy root, which acts as a food reserve over the winter. meeting between subject selectors and faculty liaisons on collections-related issues and some earlier in-library surveys that focused on specific activities within the library unit. The catalyst catalyst, substance that can cause a change in the rate of a chemical reaction without itself being consumed in the reaction; the changing of the reaction rate by use of a catalyst is called catalysis. for the development of a broad-based broad-based Of or relating to an index or average that provides a good representation of the overall market. The S&P 500 and NYSE Composite are generally regarded as broad-based stock indexes, while the popular Dow Jones Industrial Average is biased survey of faculty and students came from the UW Libraries' first strategic plan in 1991 that called for a user-centered approach to services. Specifically, the strategic plan recommended that the libraries: "Develop and implement a study to identify user populations, their information needs and how well they are being met" (University of Washington Libraries, 1991, p. 15). The Task Force on Library Services was appointed ap·point tr.v. ap·point·ed, ap·point·ing, ap·points 1. To select or designate to fill an office or a position: appointed her the chief operating officer of the company. 2. by the Director of Libraries in late 1991 to design and implement a user survey that would provide information on the following: * determine who users and potential users are; * how and why the library is used (or isn't is·n't Contraction of is not. isn't is not isn't be used); * what sources are used for library-related information; * what faculty and students' library-related needs are; and * how satisfied faculty and students are with the libraries. The literature on academic library user surveys available at the time of the early 1990s revealed a wide spectrum of applications and uses (see Association of Research Libraries, 1984, 1981, 1991; Van House, Weil, & McClure, 1990). Some common characteristics of these surveys were: * distribution within the library to users was more prevalent prevalent widespread occurrence. than mailed surveys; * focus on physical use of the library (e.g., "what did you do in the library today?"); * concentration on specific services (especially the online catalog Similar to an online library or databases in the information storage respect, ‘’’online catalogs’’’ allow potential customers to browse a company’s items for sale from a different location using the internet. ); and * interest in user satisfaction. The task force designed the initial survey in 1992 in consultation with library staff and the University's Office of Educational Assessment (OEA OEA Organizacion de Estados Americanos (OAS in English) OEA Organização dos Estados Americanos (Portuguese: Organization of American States) OEA Office of The Employment Advocate ). The decision was made early in the design process to survey all user groups, distribute the survey through the mail in order to reach potential nonusers, and provide similar survey content for each group to enable comparisons. The survey would be sent to all faculty and a random sample of graduate and undergraduate students. While distributing the survey to all faculty would increase costs, it would also facilitate survey promotion and publicity, obtain sufficient number of responses to do analysis by academic subject areas, and foster positive political outcomes. Survey questions were similar for faculty and graduate students, with about 75 percent consistency between faculty and undergraduates. Adequate space was provided for survey respondents to write comments. Content evolved with each subsequent survey in 1995 and 1998, and some aspects of survey design changed. Rapid changes in library services and programs during the 1990s and usefulness of the data provided by some questions were prime factors in survey revision. However, there was a core group of questions in each survey that dealt with: * information sources needed for research, teaching, and learning; * reasons and frequency of library use; * campus computer network connectivity; * use of electronic resources; * instructional needs and effectiveness; * library unit use; * satisfaction; and * services availability or satisfaction. The initial survey in 1992 was pilot tested in March with a group of faculty and students, revised, and then mailed mid-way through the Spring quarter to 3,900 faculty and a random, nonstratified, sample of 1,000 graduate and 1,000 undergraduate students (sample size was based on an expected 50 percent return rate). An incentive (entry into a drawing for bookstore gift certificates) was offered to students who returned completed survey forms. Two weeks after the initial surveys were mailed, students were sent a second survey form, while faculty were sent a reminder notice. Completed surveys were returned to the Office of Educational Assessment (OEA) who arranged for data entry. Data were made available in SPSS A statistical package from SPSS, Inc., Chicago (www.spss.com) that runs on PCs, most mainframes and minis and is used extensively in marketing research. It provides over 50 statistical processes, including regression analysis, correlation and analysis of variance. format and results were available in early September September: see month. 1992. Subsequent surveys in 1995 and 1998 generally employed a similar methodology and design. Survey design work began in January January: see month. of each year, pilot testing took place in March, and surveys were mailed in late April to early May. The undergraduate sample was increased to 2,000 for 1995 and 1998, and the 1998 survey also included a specialized spe·cial·ize v. spe·cial·ized, spe·cial·iz·ing, spe·cial·iz·es v.intr. 1. To pursue a special activity, occupation, or field of study. 2. set of questions for faculty and graduate students in the biological and health sciences, and one for faculty and students in the fine arts. Focus groups were also held prior to the 1998 survey to provide input from users on their perception of issues and concerns. The bookstore gift certificate drawing was extended to all groups beginning with the 1995 survey. Reminder notices were sent in 1995 but not a follow-up follow-up, n the process of monitoring the progress of a patient after a period of active treatment. follow-up subsequent. follow-up plan survey form. In 1998, a survey accompanied ac·com·pa·ny v. ac·com·pa·nied, ac·com·pa·ny·ing, ac·com·pa·nies v.tr. 1. To be or go with as a companion. 2. the reminder letter. Both the cover letter and survey form included the name, phone number, and e-mail address See Internet address. e-mail address - electronic mail address of a librarian (1) A person who works in the data library and keeps track of the tapes and disks that are stored and logged out for use. Also known as a "file librarian" or "media librarian." See data library. (2) See CA-Librarian. as a contact person for questions or clarification. The few questions received generally requested another survey be sent to replace a lost one. Sending this type of survey to nearly 7,000 faculty and students is not inexpensive. Direct survey costs (not including library staff time) in 1998 totaled $19,000, about $7 per returned survey. Survey costs in 1992 and 1995 were about $12,000. The 1998 costs were distributed in the following manner: printing 30 percent; mailing 30 percent; data entry 30 percent; other 10 percent (consultation, incentives). Staff time for the 1998 survey was estimated at approximately 500 hours, including analysis and reporting. LIBQUAL+ The UW Libraries was one of twelve libraries that participated in the ARL-sponsored LibQUAL+ pilot administered in Spring 2000 (Cook, Heath, & Thompson Thompson, city, Canada Thompson, city (1991 pop. 14,977), central Man., Canada, on the Burntwood River. A mining town, it developed after large nickel deposits were discovered in the area in 1956. , 2000a, 2000b). Survey design and methodology were handled primarily by a team from Texas A&M where a SERVQUAL-based library survey had been used several times (Cook & Heath, 1999). In addition to the twenty-two basic SERVQUAL questions which covered the standard dimensions of accountability, assurance, reliability, responsiveness, and tangibles, nineteen additional questions were added to test two additional dimensions: access to collections and the library as place. Thus, there were forty-one questions that used the SERVQUAL three-column response format of minimum, perceived per·ceive tr.v. per·ceived, per·ceiv·ing, per·ceives 1. To become aware of directly through any of the senses, especially sight or hearing. 2. To achieve understanding of; apprehend. , and desired. Another fourteen behavioral behavioral pertaining to behavior. behavioral disorders see vice. behavioral seizure see psychomotor seizure. questions, two on frequency of library use, and an overall service quality question were also added which used just one response column. The survey also collected demographic data. The survey team at Texas A&M determined that the survey be administered to a random sample of 600 faculty, 600 graduate students, and 900 undergraduates at each institution based on an anticipated return of 200 surveys from each group. The UW Office of Educational Assessment extracted the sample from the faculty and student databases, and e-mail address lists created for each group were sent to the UW Libraries. The UW Libraries systems office created separate mailing lists An automated e-mail system on the Internet, which is maintained by subject matter. There are thousands of such lists that reach millions of individuals and businesses. New users generally subscribe by sending an e-mail with the word "subscribe" in it and subsequently receive all new for each group. A cover letter from the director of the UW Libraries was sent by e-mail to each participant. The letter included information about the survey and the university's reasons for participation, and also provided a URL URL in full Uniform Resource Locator Address of a resource on the Internet. The resource can be any type of file stored on a server, such as a Web page, a text file, a graphics file, or an application program. address where respondents could complete the survey. The initial message was sent May 2 and a reminder notice was sent on May 11. Almost immediately after the initial e-mail notification was sent, there was a steady stream of messages back to the director and the local survey coordinator. LibQUAL+ implementation at the University of Washington ultimately generated more than fifty e-mail messages, most coming from faculty members. The messages fell into two basic groups: technical problems trying to complete the survey, and comments, usually negative, on survey design and content. Direct expenses were $2,000 for the UW Libraries paid as a participant in the ARL project. This worked out to be about $5 per completed survey (excluding surveys from library staff). Library staff contributed about 150 hours to the project, including responding to e-mail messages, analysis, and report writing. SURVEY RESPONSE AND REPRESENTATIVES Survey return rates for the 1992, 1995, and 1998 UW Libraries' surveys and the 2000 LibQUAL+ survey are shown in Table 1.
Table 1. Surveys Distributed and Returned
Faculty Graduate Students
Year Sent Returned Rate Sent Returned Rate
2000 600 128 21.3% 600 131 21.8%
1998 3750 1503 40.1% 1000 457 45.7%
1995 4400 1359 30.9% 1000 409 40.9%
1992 3900 1108 28.4% 1000 561 56.1%
Undergraduates
Year Sent Returned Rate
2000 900 137 15.2%
1998 2000 787 39.4%
1995 2000 489 24.5%
1992 1000 422 42.2%
(2000 is LibQUAL+ Web-based survey; 1992,1995,1998 are
UW Libraries mail surveys)
A second survey mailing appeared effective in raising the response rate as seen in the 1992 return rates for students and for all groups in 1998. The number of faculty surveyed varied according to according to prep. 1. As stated or indicated by; on the authority of: according to historians. 2. In keeping with: according to instructions. 3. criteria criteria (krītēr´ē n. used to define the faculty pool, but all surveys included tenure track and research faculty as well as full-time full-time adj. Employed for or involving a standard number of hours of working time: a full-time administrative assistant. full lecturers. The overall response rate as shown is slightly understated as undeliverable un·de·liv·er·a·ble adj. Difficult or impossible to deliver: undeliverable mail. un surveys were not subtracted from the total sent out. Undeliverable survey rates ranged from approximately .5 percent of faculty to 2 percent of undergraduate students. Response rates to the LibQUAL+ survey were substantially lower. The definition of faculty was the same as used in the UW Libraries' 1998 survey. LibQUAL+ response rates were calculated by matching the number of completed surveys against the number of e-mail addresses to which the survey message was sent. Approximately 1 percent of these messages were undeliverable. Representativeness of Survey Respondents The large number of responses to the UW Libraries' surveys generated correspondingly large data sets, especially for the faculty survey. As Table 2 shows, the faculty survey respondent In Equity practice, the party who answers a bill or other proceeding in equity. The party against whom an appeal or motion, an application for a court order, is instituted and who is required to answer in order to protect his or her interests. population in 1998 was reasonably representative of the population as a whole when grouped by broad subject areas. Faculty in the Health Sciences were slightly underrepresented un·der·rep·re·sent·ed adj. Insufficiently or inadequately represented: the underrepresented minority groups, ignored by the government. , while those in the Humanities/Social Sciences/Fine Arts group were somewhat over-represented compared to the actual population. Response rates by academic schools ranged from 31 percent in Business to 54 percent in the Social Science departments within the College of Arts and Sciences.
Table 2. Faculty Population and Respondents by Academic Area,
1998 and 2000
2000LibQUAL+ 1998 Faculty 1998 Survey
respondents population respondents
n=128 n=3750 n=1503
Health Sciences 43.0% 48.6% 44.7%
Sciences/Engineering 25.8% 26.2% 27.1%
Humanities/Arts/
Social Sciences 31.2% 21.0% 24.4%
Other (non-
Health Sciences) 4.2% 3.8%
Graduate student responses (Table 3) were similar to the faculty with Health Sciences respondents again lower than their percentage of the actual population while those from Humanities/Arts/Social Sciences were slightly higher. Response rates by academic schools ranged from 24 percent in Dentistry dentistry, treatment and care of the teeth and associated oral structures. Dentistry is mainly concerned with tooth decay, disease of the supporting structures, such as the gums, and faulty positioning of the teeth. and 28 percent in Education to 62 percent in Nursing and 72 percent in Social Sciences. Health Sciences does have a larger proportion of faculty and graduate/professional students located away from the main UW campus, and this may be a factor in the underrepresentation of respondents from those areas.
Table 3. Graduate/Professional Student Population and Survey
Respondents by Academic Area
1998 Graduate
2000LibQUAL Population 1998 Survey
n=131 n=8183(*) Respondents
Health Sciences 22.1% 30.4% 26.0%
Sciences/
Engineering 28.2% 29.4% 30.2%
Humanities/Arts/
Social Sciences 45.0% 40.3% 43.8%
Other (non-
Health Sciences) 4.6%
(*) Law was not included in the 1998 survey. 1998 graduate
population with Law is 8,785, Law is 6.9% of total.
Determining how representative undergraduate respondents are is more complicated. Undergraduates in earlier UW Libraries' surveys appeared to identify with certain academic majors (business, engineering) before they were actually accepted into those programs, thus skewing responses by academic areas. Year in school appeared to be a more reliable measure. Table 4 shows undergraduate population and respondent population by year in school. Again, the respondent population is reasonably similar to the entire population. Freshmen were somewhat underrepresented in the 1998 survey and sophomores underrepresented in the LibQUAL+ survey.
Table 4. Undergraduate Student Population and Survey Respondents
by Year
1998
1998 Undergrad Undergrad
2000 LibQUAL+ population respondents
n=137 n=23413 n=787
Freshman 22.6% 19.0% 14.4%
Sophomore 13.9% 18.3% 17.0%
Junior 27.7% 26.3% 26.9%
Senior 35.8% 32.9% 33.9%
Other
(including
5th year) 3.4% 7.8%
Compared to the population as a whole, and UW survey respondents in 1998, the LibQUAL+ respondent pools, although significantly smaller than those generated by UW surveys, appear reasonably representative when grouped by broad academic areas for faculty and graduate students, and by class for undergraduates (for a discussion on representativeness and response rates, see Thompson, 2000). The underrepresentation of Health Sciences and overrepresentation by those in the Social Sciences mirrors the respondent population achieved in the large-scale UW Libraries' surveys. This is probably reflective Refers to light hitting an opaque surface such as a printed page or mirror and bouncing back. See reflective media and reflective LCD. of the way faculty and students in these areas use libraries as well as the larger proportion of the Health Sciences population located away from the main Seattle Seattle (sēăt`əl), city (1990 pop. 516,259), seat of King co., W Wash., built on seven hills, between Elliott Bay of Puget Sound and Lake Washington; inc. 1869. campus. SURVEY RESULTS Results from the UW Libraries' surveys provide an effective record of changes in the way that students and faculty used library and information resources (1) The data and information assets of an organization, department or unit. See data administration. (2) Another name for the Information Systems (IS) or Information Technology (IT) department. See IT. during the 1990s. These results also documented significant variations within groups (i.e., between academic areas) and between groups (i.e., faculty and undergraduates) in some areas. Information from these surveys has been used extensively by the University of Washington Libraries to revise existing programs and services and promote new ones. Survey results showed: * high satisfaction levels; * a shift toward remote use and increased importance of electronic resources; * continuing importance of libraries as place for students; and * increased complexity of finding and using information for teaching, learning, and research. Although the University of Washington Libraries' surveys and the LibQUAL+ survey differs substantially in design and content, it is interesting to compare results where questions were similar. The large respondent pool for the 1998 UW Libraries survey can serve as a benchmark A performance test of hardware and/or software. There are various programs that very accurately test the raw power of a single machine, the interaction in a single client/server system (one server/multiple clients) and the transactions per second in a transaction processing system. for viewing the LibQUAL+ results based on a much smaller sample. For example, UW Libraries' surveys results revealed that faculty generally viewed the libraries through a collections-related focus, while undergraduate students placed a high value on the library as a place. Even though the questions and design in these surveys differ, would LibQUAL+ results also show similar responses? Results from the UW Libraries' survey in 1998 and the LibQUAL+ survey in 2000 will be compared in the areas of overall satisfaction, opening hours opening hours open npl → heures fpl d'ouverture opening hours open npl → Öffnungszeiten pl , collections importance, the library as a place, and remote use of library services and resources. These areas are often barometers of service quality. Overall Satisfaction Responses to overall library satisfaction questions on the 1998 survey showed faculty had the highest satisfaction while undergraduate students the lowest (see Table 5). The LibQUAL+ survey phrased the questions as overall quality of services but still produced similar results although the difference in Likert scales Likert scale A subjective scoring system that allows a person being surveyed to quantify likes and preferences on a 5-point scale, with 1 being the least important, relevant, interesting, most ho-hum, or other, and 5 being most excellent, yeehah important, etc (1 to 5 in UW Libraries, 1 to 9 in LibQUAL+) can lead to a different type of response. For LibQUAL+, the differences between undergraduate scores and graduate and faculty ones were significant at the .10 level using t-tests.
Table 5. Overall Satisfaction: UW Libraries 1998 Survey and
Libqual+ 2000 Survey by Group.
LibQUAL+ 1998 LibQUAL 1998 Grad
Faculty Faculty Grad students students
Very satisfied 78.0% 91.3% 80.9% 84.9%
Satisfied 21.2% 7.8% 18.3% 13.5%
Not satisfied 0.8% 0.9% 0.8% 1.6%
Mean Score 7.17 4.33 7.13 4.11
LibQUAL 1998
Undergrads Undergrads
Very satisfied 72.9% 78.5%
Satisfied 24.0% 19.9%
Not satisfied 3.1% 1.6%
Mean Score 6.88 3.99
Very satisfied on LibQUAL+ are percentage respondents choosing 7-9
on scale of 1-9; UW 1998 survey are those choosing 4-5 on scale of
1 to 5. Satisfied on LibQUAL+ are percentage respondents choosing
443 on scale of 1-9; UW 1998 survey satisfied are those marking 3
on a scale of 1 to 5. Not satisfied on LibQUAL+ are percentage
respondents choosing 1-3 on scale of 1-9 and UW choosing 1-2.
Library Hours The 1998 survey asked whether libraries were open when needed on evenings, weekends, summer, and interim periods. Graduate students, as the case with the previous two surveys, had the lowest satisfaction with hours while faculty had the highest, as shown in Figure 1. Undergraduate student satisfaction had slipped from 1995 when it was similar to faculty satisfaction. When asked to choose from a list of priorities, more than 37 percent of graduate students and 42 percent of undergraduates chose increased library hours as a priority compared to 17 percent of faculty. Graduate students also wrote more comments about hours than any other group. [GRAPH OMITTED] The LibQUAL+ question was concerned about expectations and perceived level of service related to whether the library had convenient business hours BUSINESS HOURS. The time of the day during which business is transacted. In respect to the time of presentment and demand of bills and notes, business hours generally range through the whole day down to the hours of rest in the evening, except when the paper is payable it a bank or by a (which is a somewhat different question from that used in the UW Libraries survey). As Table 6 shows, graduate student minimum expectations for convenient business hours exceeded their perception of library performance. Faculty minimum expectations were lower, and the gap between expectations and performance, while small, was positive. Undergraduate students had both the highest perceived value (7.13) and most positive gap (.63). One likely reason for this positive response in LibQUAL+ was the Undergraduate Library's move to 24 hour opening in autumn 1998.
Table 6. LibQUAL+ Convenient Business Hours.
Faculty Faculty Grad Grad
Minimum Perceived Minimum Perceived
8. Convenient
Business Hours 6.45 6.56 (.11) 6.68 6.63 (-.05)
Undergrad Undergrad
Minimum Perceived
8. Convenient
Business Hours 6.5 7.13 (.63)
Means of minimum service level and perceived level of service
are shown along with mean gaps between the two in parentheses.
Collections A valuable part of each one of the UW Libraries' surveys is asking users to identify their library priorities from a list of ten to twelve choices. The list of potential priorities is compiled from comments provided on the pretests as well as areas the libraries are interested in. The first survey in 1992 showed that all three groups had the same priorities in their top three choices (build collections, network bibliographic databases For computer programs to manage an individual's bibliographic references, see Reference management software A bibliographic or library database is a database of bibliographic information. , and improve the online catalog), while in 1998 the top three priorities for undergraduates were different than those for graduate students and faculty. Faculty, in particular, showed an almost exclusive focus on collections/information resources-related areas as shown in Table 7.
Table 7. 1998 Survey: Library Priorities by Group.
Graduate
Faculty Students Undergraduates
Maintain quality of
print collections 69.6% 52.3% 28.2%
Deliver full-text to
your computer 60.4% 55.8% 34.4%
Deliver bib databases
through the Web 52.1% 40.0% 17.7%
Provide reserves electronically 18.8% 36.6% 50.8%
Add more computers
in the library 8.6% 20.1% 54.5%
Provide training in use
of Web/library resources 28.3% 27.4% 47.5%
Increase library hours 17.0% 37.5% 41.9%
Preserve library materials 40.0% 34.9% 24.7%
Add group study/seminar rooms 35.5%
Provide consultation on
how to do library research 13.3% 39.8%
(All priorities listed that received at least 30% from any one group)
The LibQUAL+ survey reinforced the primacy pri·ma·cy n. pl. pri·ma·cies 1. The state of being first or foremost. 2. Ecclesiastical The office, rank, or province of primate. of collections and information resources for faculty. This was the only area where faculty had negative gap scores (resources added to the collection on request, fulltext delivered electronically to desktop, and complete runs of journal titles). Faculty minimum expectations were generally higher as well. Graduate student results also showed high expectations for collections-related questions and negative gaps for full-text delivered electronically and complete journal runs. Undergraduate students had lower expectations and positive gaps in all collections related areas. Reviewing mean scores for six collections-related questions on LibQUAL+ showed higher mean scores for faculty and graduate students in minimum expectations (see Table 8). However, the differences between undergrads This article is about the television show. For the educational term, see undergraduate education. This article or section does not cite its . You can Wikipedia by introducing appropriate citations. and faculty were not significant at the .05 or. 10 level according to t-tests. There were differences at the .05 level between grad students and undergraduates in complete runs of journal titles and comprehensive print collections, and at the .10 level for timely document delivery and interlibrary in·ter·li·brar·y adj. Existing or occurring between or involving two or more libraries: an interlibrary loan; an interlibrary network. loan.
Table 8. LibQUAL+ Collections Expectations/Perceptions.
Faculty Faculty
Question Minimum Perceived
10. Resources added on request 6.23 6.10 (-.13)
17. Timely document delivery/ILL 6.41 6.82 (.41)
25. Full text delivered electronically 6.32 5.84 (-.48)
27. Comprehensive print collections 6.30 6.64 (.34)
36. Interdisciplinary needs addressed 5.89 6.44 (.55)
37. Complete journal runs 6.52 6.40 (-.12)
Grad Grad
Question Minimum Perceived
10. Resources added on request 6.04 6.27 (.23)
17. Timely document delivery/ILL 6.61 7.22 (.61)
25. Full text delivered electronically 6.20 6.16 (.04)
27. Comprehensive print collections 6.63 6.65 (.02)
36. Interdisciplinary needs addressed 6.24 6.55 (.31)
37. Complete journal runs 6.77 6.58(-.19)
Undergrad Undergrad
Question Minimum Perceived
10. Resources added on request 5.97 6.37 (.40)
17. Timely document delivery/ILL 6.31 6.88 (.57)
25. Full text delivered electronically 5.96 6.24 (.28)
27. Comprehensive print collections 6.14 6.98 (.84)
36. Interdisciplinary needs addressed 6.05 6.65 (.60)
37. Complete journal runs 6.22 6.61 (.39)
Means of minimum service level and perceived level of service are
shown along with mean gaps between the two in parentheses.
Library As Place A consistent theme revealed through each of the UW Libraries' surveys has been the different perspectives of faculty and students on the library as a place. Faculty use of the library is primarily collections driven, while students view the library as a place to do work, including finding and using information resources. This difference shows up dramatically in responses to a 1998 survey question on reasons for visiting the library (Figure 1) as well as other questions dealing with priorities and needed services. LibQUAL+ clearly showed similar differences between faculty and students on the library as a place (see Table 9). On seven questions related to the library as place, the differences in minimum expectations were significant at the 0.01 level except for "safe and secure space." With the exception of "secure and safe space," faculty minimum expectations were generally below 5 and gaps between minimum and perceived were larger than 1.0. While graduate student expectations were higher than those of faculty, they were still lower than those of undergraduates. Both student groups were concerned about quiet study areas.
Table 9. LibQUAL+ Library as place.
Faculty Faculty
Question Minimum Perceived
14. Comfortable and inviting location 5.08 6.12 (1.04)
21. Secure and safe place 6.77 7.51 (.74)
22. Center for intellectual interaction 4.16 5.31 (1.15)
29. Space for group/individual study 4.57 5.94 (1.34)
30. Haven for quiet and solitude 4.74 6.02 (1.28)
40. Space that facilitates quiet study 4.69 5.75 (1.06)
Grad Grad
Question Minimum Perceived
14. Comfortable and inviting location 5.72 6.12 (.40)
21. Secure and safe place 6.81 7.26 (.45)
22. Center for intellectual interaction 5.20 5.79 (.59)
29. Space for group/individual study 5.90 6.07 (.17)
30. Haven for quiet and solitude 6.12 6.08(-.04)
40. Space that facilitates quiet study 6.23 6.30 (.07)
Undergrad Undergrad
Question Minimum Perceived
14. Comfortable and inviting location 5.98 6.73 (.75)
21. Secure and safe place 6.80 7.23 (.43)
22. Center for intellectual interaction 5.75 6.24 (.49)
29. Space for group/individual study 6.20 6.78 (.58)
30. Haven for quiet and solitude 6.53 6.46(-.07)
40. Space that facilitates quiet study 6.52 6.62 (.10)
Means of minimum service level and perceived level of service are
shown along with mean gaps between the two in parentheses.
Remote Use The 1995 UW Libraries' survey revealed for the first time that, among faculty who said they used the library at least weekly, more were doing so remotely than physically visiting the library. This trend continued in 1998, and Table 10 shows degrees of remote use among all groups both in the 1998 survey and LibQUAL+. Responses to other survey questions in 1998 revealed that more than 97 percent of faculty had access to the Web through a desktop computer. While remote use is not itself a measure of service quality, this information is critical for planning and delivering electronic services and resources.
Table 10. Type and Frequency of Library Use Among Faculty and
Students Who Use Library at Least Weekly.
Visit Remotely
Visit in Person Using Computer
LibQUAL+ Faculty 54.5% 81.1%
1998 Faculty 47.3% 73.4%
LibQUAL+ 1998 Grad 77.0% 80.2%
1998 Grad 77.9% 66.1%
LibQUAL + Undergrad 66.7% 48.8%
1998 Undergrad 70.3% 45.5%
In general, LibQUAL+ results tended to correlate with results from the libraries' surveys which had a much larger number of respondents for each group, especially faculty. Differences between groups, especially faculty and undergraduates, that were evident in earlier UW Libraries' surveys, were also found in the LibQUAL+ results. Subgroup Analysis Subgroup analysis, in the context of design and analysis of experiments, refers to looking for pattern in a subset of the subjects[1]. See also
1. One of the benefits of a large respondent pool is the ability to do analysis on differences within the group. While there may be a set of similar characteristics that define a group, there may also be significant variation within that group. Academic user communities are not homogeneous The same. Contrast with heterogeneous. homogeneous - (Or "homogenous") Of uniform nature, similar in kind. 1. In the context of distributed systems, middleware makes heterogeneous systems appear as a homogeneous entity. For example see: interoperable network. in the way they use libraries nor in their needs for library resources and services. In addition to differences between faculty and students, there may also be significant differences between those in different academic areas or by gender or some other demographic component. These have important implications for identifying user needs, concerns, and issues that may be missed in analyzing aggregate results. The number of respondents to the UW Libraries' 1998 survey, especially for faculty, was sufficiently large In mathematics, the phrase sufficiently large is used in contexts such as:
How important is it to have a respondent pool large enough to do analysis at the subgroup sub·group n. 1. A distinct group within a group; a subdivision of a group. 2. A subordinate group. 3. Mathematics A group that is a subset of a group. tr.v. level? UW Libraries' surveys have consistently shown significant differences in how faculty from different academic areas use libraries and in their needs for library resources and services. They also show surprising uniformity in areas such as connectivity and remote use where differences might be expected based on traditional use patterns. Although graduate student response numbers are lower, they were similar to faculty in the same academic areas. Satisfaction responses, while showing some variation, generally do not differ significantly by academic area. Priorities, on the other hand, clearly do as shown in Figure 2. The 1998 results showed significant variation among academic areas in the top four overall priorities, especially for delivery of full text to the desktop and preservation. [GRAPH OMITTED] Variation within undergraduate responses to the UW Libraries' 1998 survey were more difficult to determine. There were some gender differences, especially in areas related to computer access and library instruction as well as differences by class year. Figure 4 shows the importance of UW Libraries and the World Wide Web to the work of undergraduates by year in school. The differences between first year and upper division students were significant at the .05 level using a simple t-test t-test, n an inferential statistic used to test for differences between two means (groups) only. This statistic is used for small samples (e.g., N < 30). Also called t-ratio, stu-dent's t. . However, LibQUAL+ survey results did not show any statistical differences in responses either by gender or class year. [GRAPH OMITTED] The importance of different resource types such as journals, books, bibliographic databases, and foreign language materials also showed significant variation between academic areas. When asked to rank these resource types on a scale of 1 (not important) to 5 (very important), faculty in all academic areas ranked journals as very important (ranging from 4.37 in Fine Arts to 4.97 in Dentistry). A large number of responses also enables analysis within smaller subgroups. For example, the 1998 faculty survey had 241 responses from those in science departments. Table 11 shows mean scores by department on responses to questions dealing with type and frequency of library use and importance of resource types. Only departments with at least twenty responses were included. Table 11. 1998 Survey (Faculty). Importance of Resource Types. Department Journals Journals Bibliographic (response) Books > 1980 < 1980 Databases Chemistry (36)* 4.28 4.83 3.92 4.39 Geology- Geophysics* (22) 4.54 4.91 4.27 4.18 Math-Stat (37)** 4.89 4.89 4.57 3.51 Physics (39)* 4.21 4.56 4.08 3.69 Psychology (24) 4.13 5.00 3.75 4.42 Zoology (27) 4.11 5.00 4.30 4.63 All Science (241) 4.26 4.76 4.09 4.05 (Mean scores, scale of 1 not important to 5 very important) While current journals are important to all groups, the importance of books, earlier journals, and bibliographic databases showed variation within each group. Understanding the importance of these resource types to different subject areas is useful in allocating the collection-development budget as well as making decisions on what materials to house on-site on-site adj. Done or located at the site, as of a particular activity: on-site monitoring of a production run; an on-site film shoot. or in storage. There were also significant differences in the frequency of physical visits to the library by science faculty. Perhaps it is not surprising that distance from the library appeared to play an important role. Not only did the departments located closest to their primary library visit those libraries more often, the frequency of their physical visits exceeded the frequency of library use from an office computer. A comparison between large-scale user surveys done by the UW Libraries and the LibQUAL+ survey administered to UW faculty and students shows good agreement in population representation and in broad result categories at the group level. However, the ability to do subgroup and intragroup Adj. 1. intragroup - occurring within an institution or community; "intragroup squabbling within the corporation" internal intramural - carried on within the bounds of an institution or community; "most of the students participated actively in the college's analysis can provide valuable results and efforts to increase the number of responses if the Web-based LibQUAL+ survey should continue. ASKING THE RIGHT QUESTIONS Whether the survey results are statistically reliable, representative, valid, or significant, doesn't does·n't Contraction of does not. necessarily mean that they provide information that can be used to assess and improve library service quality. It is also important to examine whether these surveys are asking the right questions in the right way to the right group. Survey design is a complex and evolving process that requires substantial interaction between the surveying group and the surveyed population. At many large academic research institutions, user communities are diverse and differ in their needs for library resources and services. It is essential to recognize that these differences exist when designing and administering TO ADMINISTER, ADMINISTERING. The stat. 9 G. IV. c. 31, S. 11, enacts "that if any person unlawfully and maliciously shall administer, or attempt to administer to any person, or shall cause to be taken by any person any poison or other destructive things," &c. every such offender, &c. surveys. Undergraduate students, based on their understanding or experience, may respond quite differently from faculty to some questions, making it difficult to do cross group comparisons. It is also important to remember that surveys are just one method of acquiring user input. While surveys offer the prospect of obtaining quantifiable Quantifiable Can be expressed as a number. The results of quantifiable psychological tests can be translated into numerical values, or scores. Mentioned in: Psychological Tests data from large populations at reasonable costs, they need to be employed in the right situation. Surveys should be designed from the user perspective. Questions should be short, simple, and clear to the user. Complex issues may be better addressed using other techniques. There should be sufficient motivation for faculty and students to take the time to complete a survey. The evolution of SERVQUAL to LibQUAL+ is a positive step. The ability to move away from the twenty-two question SERVQUAL core package to a design that provides a library focus, and perhaps a simpler format, is welcome. Grounding the survey based on user-provided information on library needs and use is critical to maintain currency and relevancy (Cook & Heath, 2000). Such qualitative data obtained at regular intervals enables the library to keep on top of user issues and concerns. The library and information environment is changing rapidly. The continued growth in remote use of library services and resources and in user self-sufficiency self-suf·fi·cient adj. 1. Able to provide for oneself without the help of others; independent. 2. Having undue confidence; smug. self calls for new ways to measure user needs and library performance that can be done quickly, inexpensively in·ex·pen·sive adj. Not high in price; cheap. in ex·pen sive·ly adv. , and
flexibly enough to catch environmental changes. The ARL New Measures
Initiative plans to provide libraries with tested tools that can help
provide information that will assist in meeting these challenges.The underlying concept of developing a standard instrument to measure service quality across libraries is a powerful one and certainly one deserving de·serv·ing adj. Worthy, as of reward, praise, or aid. n. Merit; worthiness. de·serv ing·ly adv. institutional support. However, it cannot supplant sup·plant tr.v. sup·plant·ed, sup·plant·ing, sup·plants 1. To usurp the place of, especially through intrigue or underhanded tactics. 2. local efforts to work closely with faculty and students to assess user needs and library collections and services. There are local issues at each institution that probably cannot be effectively addressed in a standardized survey tool. The University of Washington Libraries expects to continue both its participation in LibQUAL+ as well as utilizing a variety of ways to assess user needs and library performance, including the deployment of locally based large-scale user surveys. REFERENCES Association of Research Libraries. Office of Management Services. (1994). User surveys in ARL libraries (a SPEC Kit compiled by Elaine Elaine, in Arthurian legend: see Launcelot, Sir. Elaine disguises herself as Guinevere in order to seduce Lancelot. [Br. Lit.: Malory Le Mort d’Arthur] See : Disguise Elaine Brekke This article is about the location in Norway. For the fictional character, see Brekke (Dragonriders of Pern). Brekke is a former municipality in Sogn og Fjordane county, Norway. It was created by a split from Evenvik in 1850. . Systems and Procedures Exchange Center) (SPEC Kit 205). Washington, DC: ARL. Association of Research Libraries. Office of Management Services. (1988). User surveys (SPEC Kit No. 148). Washington, DC: ARL. Association of Research Libraries. Office of Management Services. (1984). User studies in ARL libraries (SPEC Kit No. 101). Washington, DC: ARL. Association of Research Libraries. Office of Management Services. (1981). User surveys and evaluation of library services (SPEC Kit No. 71). Washington, DC: ARL. Cook, C., & Heath, F. (2000). User's perceptions of library service quality: A "LibQUAL+" interview study. Unpublished paper presented at the Association of Research Libraries Measuring Service Quality Symposium symposium In ancient Greece, an aristocratic banquet at which men met to discuss philosophical and political issues and recite poetry. It began as a warrior feast. Rooms were designed specifically for the proceedings. on the New Culture of Assessment, Washington, DC, October October: see month. 2000. Cook, C., & Heath, F. (1999). SERVQUAL and the quest for Verb 1. quest for - go in search of or hunt for; "pursue a hobby" quest after, go after, pursue look for, search, seek - try to locate or discover, or try to establish the existence of; "The police are searching for clues"; "They are searching for the new measures. ARL Newsletter: A Bimonthly bi·month·ly adj. 1. Happening every two months. 2. Happening twice a month; semimonthly. adv. 1. Once every two months. 2. Twice a month; semimonthly. n. pl. Report on Research Library Issues and Actions from ARL, CNI (1) (Certified NetWare Instructor) See Novell certification. (2) (Coalition for Networked Information, Washington, DC, www.cni.org) A partnership of the Association of Research Libraries, CAUSE and EDUCOM, founded in 1990. , and SPARC (Scalable Performance ARChitecture) A family of RISC CPUs from Sun that runs mostly under Sun's Solaris, but also under Linux and BSD operating systems. After development began in the mid-1980s by David Patterson of the University of California at Berkeley and Bill , 207, 12-13. Cook, C.; Heath F.; & Thompson, B. (2000a). A new culture of assessment: Preliminary report on the ARL SERVQUAL survey (66th IFLA IFLA International Federation of Library Associations and Institutions IFLA International Federation of Landscape Architects IFLA Instituto Forestal Latinoamericano (Venezuela) IFLA Israel Free Loan Association Council and General Conference, Jerusalem Jerusalem (jər `sələm, –zələm), Heb. Yerushalayim, Arab. Al Quds, city (1994 pop. 578,800), capital of Israel. , Israel Israel, in the BibleIsrael (ĭz`rēəl, ĭz`rāəl) [as understood by Hebrews,=he strives with God], according to the book of Genesis, name given to Jacob as eponymous ancestor of the Hebrews, the chosen people of God. , 13-18 August). Retrieved November November: see month. 30, 2000 from the World Wide Web: http://www.ifla.org/IV/ifla66/papers/028-129e.htm. Cook, C.; Heath E; & Thompson B. (2000b). LibQUAL+: One instrument in the new measures toolbox See toolkit and toolbar. . ARL Newsletter: A Bimonthly Report on Research Library Issues and Actions from ARL, CNI, and SPARC, 212, 4-7. Cook, C.; Heath F.; & Thompson, B. (2000). A meta-analysis meta-analysis /meta-anal·y·sis/ (met?ah-ah-nal´i-sis) a systematic method that takes data from a number of independent studies and integrates them using statistical analysis. of response rates in Web or Internet-based surveys. Educational and Psychological Measurement, 60(6), 821-836. Cook, C., & Thompson, B. (2000). Reliability and validity of SERVQUAL scores used to evaluate perceptions of library service quality. Journal of Academic Librarianship li·brar·i·an n. 1. A person who is a specialist in library work. 2. A person who is responsible for a collection of specialized or technical information or materials, such as musical scores or computer documentation. , 26(4), 248-258. Hernon, P., & Altman E. (1996). Service quality in academic libraries. Norwood Norwood. 1 Town (1990 pop. 28,700), Norfolk co., E Mass.; settled 1678, set off from Dedham and Walpole and inc. 1872. Chiefly residential, its industries include printing and publishing and the manufacture of plastics, apparel, computer software, and , NJ: Ablex. Hernon, P., & Altman, E. (1998). Assessing service quality: Satisfying the expectations of library customers. Chicago Chicago, city, United States Chicago (shĭkä`gō, shĭkô`gō), city (1990 pop. 2,783,726), seat of Cook co., NE Ill., on Lake Michigan; inc. 1837. : American Library Association American Library Association, founded 1876, organization whose purpose is to increase the usefulness of books through the improvement and extension of library services. . Hernon, P., & McClure, C. (1990). Evaluation and library decision making. Norwood, NJ: Ablex. Hernon, P., & Whitman, J. (2001). Delivering satisfaction and service quality: A customer-based approach for libraries. Chicago: American Library Association. Lakos, A. (1998). Building a culture of assessment in academic libraries--obstacles and possibilities (Living the Future II Conference, Tucson, Arizona Tucson (pronounced /ˈtusɑn/, Spanish: Tucsón [tuk'son] , April 22, 1998). Retrieved November 30, 2000 from the World Wide Web: http://www.lib.uwaterloo.ca/~aalakos/Present/Arizona98/Ariztext98.html. Nitecki, D. (1996). Changing the concept and measure of service quality in academic libraries. Journal of Academic Librarianship, 22(3), 181-190. Nitecki, D., & Franklin, B. (1999). New measures for research libraries. Journal of Academic Librarianship, 25(6), 484-487. Thompson, B. (2000). Respresentativeness versus response rate: It ain't ain't Nonstandard 1. Contraction of am not. 2. Used also as a contraction for are not, is not, has not, and have not. Usage Note: Ain't has a long history of controversy. the response rate! Unpublished paper presented at the Association of Research Libraries Measuring Service Quality Symposium on the New Culture of Assessment, Washington, DC, October 2000. University of Washington Libraries. (1991). University of Washington libraries mission and strategic plan. Seattle: University of Washington Libraries. University of Washington Libraries. (2000). UW Libraries assessment page. Retrieved November 30, 2000 from the World Wide Web: http://www.lib.washington.edu/surveys/. Van House, N.; Weil, N.; & McClure, C. (1990). Measuring academic library performance: A practical approach. Chicago: American Library Association. Wilson, L. (1995). Building the user-centered library. RQ 34(3), 297-302. Steve v. t. 1. To pack or stow, as cargo in a ship's hold. See Steeve. Hiller, Natural Sciences Library, Allen Al·len , Edgar 1892-1943. American anatomist who is noted for his studies of hormones and for the discovery (1923) of estrogen. Library South, Ground and First Floors, Box 352900, University of Washington, Seattle, WA 98195-2900 STEVE HILLER is Head, Science Libraries and Library Assessment Coordinator, at the University of Washington Libraries. Since 1991 he has worked extensively on library assessment issues at the University of Washington and has discussed the assessment process at a number of regional and national meetings and workshops. |
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is true for sufficiently large
ex·pen
sive·ly adv.
`sələm, –zələm)
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