Report cover image

Survey of Library Science Faculty: Use of Artificial Intelligence Prompts

Publisher Primary Research Group
Published Nov 19, 2025
Length 70 Pages
SKU # PF20773220

Description

This comprehensive study provides an in-depth look at how library science faculty are engaging with AI prompt libraries, purchasing and sharing prompts, and integrating prompt engineering into their teaching and research. The study includes data on references to prompt strategies in submissions to journals, and on personal participation in the development of prompt archives or libraries for teaching, research and information literacy.

What’s Inside the Report?
The report offers detailed quantitative and qualitative insights, including subgroup analysis by institution type, faculty rank, age, sector, and more. Readers will find:

Adoption Footprint: About 31% of faculty have used a prompt library, but only 4% have ever purchased an AI prompt. Roughly 9% have contributed prompts to shared archives, and a similar percentage have developed reusable ChatGPT prompt templates. Proprietary AI development is reported by 7% of respondents11111.
Channels for Sharing: Professional or trade associations (13%) and GitHub (7%) are the most-used channels for sharing prompts. Academic libraries and institutional repositories are not used for prompt sharing in this sample
Teaching Integration: Evidence shows concrete classroom and research use cases, such as assignment design, assessment alignment, and research workflows. However, many faculty report no or not-yet integration, consistent with an early diffusion curve for prompt library adoption

Table of Contents

70 Pages
Table 1.1 Have you ever used a prompt library of any kind to obtain artificial intelligence prompts?
Table 2.1 Have you ever purchased an artificial intelligence prompt?
Table 3.1 Have you ever created an artificial intelligence prompt that was later saved in any kind of artificial intelligence prompt archive intended for use by others?
Table 4 Have you ever shared or used a prompt through any of the following sources? (check all that apply)
Table 5.1 Have you ever included details of prompt engineering in any academic paper or article you have written?
Table 6.1 How satisfied are you with the availability of libraries or archives of artificial intelligence prompts?
Table 7 Have you personally ever taken part in an effort to develop any of the following?

Search Inside Report

Pricing

Currency Rates
How Do Licenses Work?

How Do Licenses Work?

The primary function of a report license is to define how many people within a company are authorized to use the purchased report. This is separate to how a report might be delivered. Unless specifically identified otherwise, the purchase option is Single User. Below is a helpful description of that license, along with a sampling of others most commonly offered.

  • This license allows only one user to have access to and to use/read the report. It is not one user at a time or one user group; it is an individual who will be reading and utilizing the report.

  • This license allows for the entire purchasing company to read and use the report. This is the license level that would allow for a report to be placed on an internal company shared drive for access by all employees of that direct company. This license does not extend to parent or sister company use.

  • This license is designed to allow an entire department within a company full access to a report. The departmental license is a great option for companies that have more than one location and the department is spread out all over the country/world

  • This license is for companies that have one location where they want the report to be accessible by all employees within that physical location.

  • This is the most flexible of the licensing options. Some publishers will allow you to get a license for a preset number of people (typically 5). These licenses are ideal for small work groups.

License options are at the discretion of each publisher. As such, not all licenses indicated above are available for every product. If you are uncertain of the best license for your needs or would like a license that is not proactively available, please contact us and we will be happy to assist.

Request A Sample
Head shot

Questions or Comments?

Our team has the ability to search within reports to verify it suits your needs. We can also help maximize your budget by finding sections of reports you can purchase.
Chat Now
Contact Us