This summer, our UX Intern, Kathy, has been working on getting the GVSU Knowledge Base off the ground. For the first stage of her project, she analyzed our library’s interaction data for the past year, looking for patterns of common questions or problems so we could provide better help and support. I asked her to write up a summary of her findings along with the categorized data to share, since this kind of information is most useful when everyone has access to it. Let us know if you have any questions!
by Kathy Kosinski
This data set includes the Grand Valley State University Libraries’ desk transactions, instant message transcripts, email interactions, and reference interactions for the period of April 15, 2014 to May 05, 2015. This time includes three major exam periods. The data was collected in order to guide decision-making for some of the more common questions asked in order for inclusion in a new knowledge base. Previously-identified “common questions” (e.g. printing, course reserve assistance, study room reservations, etc.) were set aside for immediate inclusion in the knowledge base. The data was then sorted through in order to determine the previously missed, high frequency questions. The next step in the process is the creation of governance documents that, together with this data, will determine the most effective presentational format for the knowledge base.
Type of Question | # of times referenced |
---|---|
Scanning questions | 203 |
Item request (various) | 176 |
Holds (various) | 165 |
Community services | 160 |
Fines on account/overdue notices | 159 |
Where is “x” campus location? | 140 |
General check out and return questions | 137 |
Renewal requests | 126 |
Alumni library access | 122 |
Copy assistance | 115 |
Multipurpose room | 115 |
Poster printing | 108 |
Library website comprehension questions | 105 |
Writing center | 89 |
Faxing availability | 82 |
Document delivery/ILL | 79 |
Knowledge Market/research consultant | 76 |
Laptop rental | 74 |
UBS/textbook queries | 73 |
Location/reservation of computer lab | 65 |
MeL questions | 64 |
Hiring | 58 |
Thesis/master’s projects formatting, binding, and where to find in the catalog questions | 52 |
Chemistry Success Center | 51 |
Materials available for checkout | 48 |
Where are the librarians/where is a specific librarian? | 44 |
Computer locations | 43 |
Chargers | 40 |
Blocked IP | 36 |
Quiet space query/noise complaints | 35 |
Argo Tea questions | 32 |
Off-campus book delivery/return | 31 |
Returning materials at a different GVSU location | 30 |
iPad rental | 28 |
Meaning of peer-reviewed/scholarly OR “Research Skills Tutorial” | 28 |
General children’s books, location | 26 |
Laminating | 26 |
Tourist questions | 25 |
Headphones | 24 |
Atrium location | 23 |
Library account access questions | 22 |
3D printing/technology showcase questions | 21 |
Off-campus access issues | 20 |
Student Services questions | 19 |
Binding | 16 |
Vending machine location | 15 |
Microsoft Office 365 download | 15 |
Exhibition room location | 14 |
Purchase requests | 13 |
Donation/gift policy | 13 |
Bus questions | 12 |
“Where are the books?” | 12 |
Microfilm questions | 12 |
Parking | 12 |
Popular reading | 12 |
Software available on library computers | 12 |
Recall questions | 11 |
Mailbox, campus location | 10 |
Event boards questions | 9 |
Spanish children’s books, location | 9 |
Lego room/innovation zone | 8 |
Scantron station questions | 7 |
Curriculum Materials Library technology | 7 |
Office of Undergraduate Research and Scholarship questions | 7 |
Lighting issues | 7 |
Law/Cooley questions | 6 |
Microwave | 6 |
Salary book | 6 |
Public phone location | 5 |
E-book access issues | 5 |
ATM location | 4 |
Notary | 4 |
Computer availability | 4 |
GVSU Drive off-campus access | 4 |
Food delivery questions | 3 |
Streaming video issues | 3 |
Inquiry to film in library | 3 |
Heating | 3 |
Mission statement | 2 |
Tutoring Center | 1 |
List of software available from IT | 1 |
Type of Question | # of times referenced |
---|---|
Scanning questions | 195 |
Where is “x” campus location? | 138 |
Holds (various) | 134 |
Community services | 130 |
General checkout and return questions | 117 |
Copy assistance | 114 |
Multipurpose room | 109 |
Poster printing | 88 |
Writing center | 84 |
Faxing availability | 78 |
Renewal requests | 74 |
Location of computer lab | 62 |
Item request (various) | 60 |
Fines on account/overdue notices | 59 |
Knowledge Market/research consultant | 58 |
Laptop rental | 57 |
University Bookstore (UBS)/textbook queries | 55 |
Alumni library access | 51 |
Chemistry Success Center | 51 |
MeL questions | 43 |
Computer locations | 43 |
Chargers | 40 |
Where are the librarians/where is a specific librarian? | 39 |
Library website comprehension questions | 39 |
Document delivery/ILL | 39 |
Materials available for checkout | 37 |
Hiring | 34 |
Thesis/master’s projects formatting, binding, and where to find in catalog questions | 28 |
Argo Tea questions | 28 |
General children’s books, location | 25 |
Laminating | 24 |
Tourist questions | 24 |
Headphones | 24 |
iPad rental | 23 |
Atrium location | 22 |
Returning materials at a different GVSU location | 21 |
3D printing/technology showcase questions | 19 |
Student Services questions | 15 |
Binding | 14 |
Vending machine location | 14 |
Exhibition room location | 13 |
Bus questions | 12 |
“Where are the books?” | 12 |
Microfilm questions | 12 |
Mailbox campus location | 10 |
Parking | 10 |
Microsoft Office 365 download | 10 |
Event boards questions | 9 |
Quiet space query/noise complaints | 8 |
Scantron station questions | 7 |
Curriculum Materials Library technology | 7 |
Office of Undergraduate Research and Scholarship questions | 7 |
Popular reading | 7 |
Spanish children’s books, location | 6 |
Recall questions | 6 |
Lego room/innovation zone | 6 |
Donation/gift policy | 6 |
Law/Cooley questions | 6 |
Public phone location | 5 |
Microwave | 5 |
Off-campus book delivery/return | 4 |
ATM location | 4 |
Notary | 4 |
Food delivery questions | 3 |
Salary book | 2 |
Out of 9,235 desk transactions, 2,491 fell into the category of unidentified, high frequency questions. The top questions fell into two camps: technology instruction and quick answer. Technology instruction (how and where to scan, copy, or fax) were the first, sixth, and tenth most frequently asked questions (respectively), and were routinely answered in the form of hands-on instruction from the desk worker. “Quick answer” questions all are characterized by having a short, finite answer:
Holds
Community Services
General Borrowing Questions
Scattered throughout the remaining questions are other campus services that overlap in the patron’s mind with library services. University Bookstore and textbook queries were fielded by the library desk, especially at the start of each semester. The IT Help Desk in the ground floor of the library offers materials for checkout (iPads, laptops, chargers, etc.) that differ from the materials that the library desk offers (books, dry erase markers, model skeletons, etc) and there is occasional confusion as to which desk to approach. Additionally the library service desk receives requests for materials available at other campus locations outside of the library such as media equipment from the Communications department or student transcripts from the Student Services building.
Type of Question | # of times referenced |
---|---|
Item request (various) | 63 |
Alumni library access | 42 |
Renewal requests | 40 |
Library website comprehension questions | 40 |
Document delivery/ILL | 32 |
Blocked IP (all queries) | 27 |
Quiet space query/noise complaints | 23 |
Community services | 19 |
Thesis/master’s projects formatting, binding, and where to find in the catalog questions | 19 |
Fines on account/overdue notices | 18 |
General checkout and return questions | 17 |
Off-campus access issues | 17 |
Meaning of peer-reviewed/scholarly and “Research skills tutorial” queries | 16 |
Library account access questions | 16 |
UBS/textbook queries | 14 |
Laptop rental | 13 |
Poster printing | 13 |
Knowledge Market/research consultant | 12 |
Software available on library computers | 12 |
Off-campus book delivery/return | 12 |
Holds (various) | 11 |
How to choose the correct database (on campus) | 10 |
MeL questions | 10 |
Hiring | 10 |
Materials available for checkout | 9 |
Returning materials at a different GVSU location | 9 |
Lighting issues | 7 |
Scanning questions | 7 |
Microsoft Office 365 download | 5 |
Writing Center | 5 |
Student Services questions | 4 |
Computer availability | 4 |
GVSU drive off-campus access | 4 |
Faxing availability | 4 |
Donation/gift policyq | 4 |
Popular reading | 4 |
iPad rental | 4 |
Argo Tea questions | 4 |
Spanish children’s books, location | 3 |
Heating | 3 |
Parking | 2 |
Salary book access | 2 |
Mission statement | 2 |
Purchase requests | 2 |
Binding | 2 |
Lego room/innovation zone | 2 |
Where is “x” campus location? | 2 |
3D printing/technology showcase questions | 1 |
Tourist questions | 1 |
Laminating | 1 |
“How crowded is the library?” | 1 |
Lab reservation | 1 |
List of software available from IT | 1 |
Multipurpose room reservation | 1 |
Microwave | 1 |
Atrium location | 1 |
Exhibition room location | 1 |
Copy assistance | 1 |
Vending machine location | 1 |
A total of 612 online chat interactions fell into the scope of the data collection. The most frequently asked questions in chat all related to digital interactions with the library. For example, requesting materials was the most common question. Patrons would check in to find the status of their requests, ask the library staff to request materials for them, determine why a specific item is “unavailable”, etc. These chat conversations would often start from within the catalog, with the chat acting as the next step for the patron to get their item. Similarly, the next five questions (blocked access to databases, confusion over website jargon or operations, issues with document delivery, and email notifications of materials’ due dates) all occur within the space of the user’s computer, and thus the patrons turn to chat in order to answer their resulting questions.
Type of Question | # of times referenced |
---|---|
Fines on account/overdue notices | 82 |
Alumni library access | 25 |
Item request (various) | 23 |
Holds (various) | 20 |
Hiring | 14 |
Off-campus book delivery/return | 13 |
Renewal requests | 12 |
Purchase requests | 11 |
Community Services | 10 |
Knowledge Market/research consultant | 6 |
Library account access questions | 6 |
Recall questions | 5 |
Poster printing | 5 |
Subject specialist/liaison librarian | 5 |
Blocked IP (no classes/unknown) | 5 |
Multipurpose room reservation | 5 |
E-book access issues | 5 |
Laptop rental | 4 |
Quiet space query/noise complaints | 4 |
Document delivery/ILL | 4 |
IP blocked (current student, faculty, or staff) | 4 |
UBS/textbook queries | 4 |
Streaming video issues | 3 |
Library website comprehension questions | 3 |
Queries to film in library | 3 |
Donation/gift policy | 3 |
Materials available for checkout | 2 |
Thesis/master’s projects formatting, binding, and where to find in catalog questions | 2 |
Meaning of peer-reviewed/scholarly | 2 |
Book checkout, general | 2 |
Lab reservation | 2 |
Children’s books, location | 1 |
Book return, general | 1 |
Salary book access | 1 |
“Research skills tutorial” query | 1 |
3D printing/technology showcase questions | 1 |
Laminating | 1 |
MeL questions | 1 |
Scanning questions | 1 |
Tutoring center | 1 |
iPad rental | 1 |
Popular reading | 1 |
The email interactions were characterized by a significant drop in frequency between the most frequently asked topic (with 82 occurrences) and the second (with 25 occurrences). The data shows that users overwhelmingly turn to email to answer their questions in regards to fines and overdue materials. In fact, email communication about fines was higher than the other contact methods combined (a total of 77 occurrences).
The other popular email queries fell into several categories including digitally-centered questions (alumni library access, item requests, renewal requests, recall questions), distance-affected questions (alumni library access, off-campus book delivery/return, purchase requests), and queries with email attachments (hiring).
Type of Question | # of times referenced |
---|---|
Known item searches | 30 |
Library website comprehension questions | 13 |
MeL and ILL search instruction | 10 |
Meaning of peer-reviewed/scholarly | 7 |
ILL rejection help | 4 |
Alumni library access | 4 |
Thesis/master’s projects formatting, binding, and where to find in the catalog questions | 3 |
Off-campus access issues | 3 |
Poster printing | 2 |
Salary book access | 1 |
Community services | 1 |
“Research skills tutorial” query | 1 |
Off-campus book delivery/return | 1 |
Out of close to 1,200 reference interactions within the date period, only about 80 fell into the data collection criteria. This is useful as it demonstrates the liaison librarians aren’t getting bogged down with the mundane, “quick answer” type questions on a day to day basis.
Yet they did experience some quick, ready reference as the highest category in this data set was “known item searches.” These interactions featured the librarians using their own personal Summon-workaround knowledge, or online searching experience to find an article that the patron already had the title and other information for.