Defines Information Need (ACRL 1, SCONUL 1&2, ANZIL 1)

Submitted by Sarah Hartman-Caverly on December 20th, 2023
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Short Description: 

The Hidden Layer Workshop introduces key generative AI (genAI) concepts through a privacy lens. Participants probe the possibilities and limitations of genAI while considering implications for intellectual privacy, intellectual property, data sovereignty, and human agency. In the centerpiece activity, participants engage in a hidden layer simulation to develop a conceptual understanding of the algorithms in the neural networks underlying LLMs and their implications for machine bias and AI hallucination. Drawing on Richards’s theory of intellectual privacy (2015) and the movement for data sovereignty, and introducing an original framework for the ethical evaluation of AI, Hidden Layer prepares participants to be critical users of genAI and synthetic media.

The workshop is designed for a 60-minute session, but can be extended to fill the time available.
Includes workshop guide, presentation slides, learning activities, and assessment instrument.

Attachments: 
AttachmentSize
HiddenLayer_LessonPlan_CCBYSA_HartmanCaverly_2023.pdfdisplayed 891 times117.63 KB
Learning Outcomes: 

Facilitator learning objectives

During this workshop, participants will

  • Apply prompt engineering techniques to elicit information from text-to-text generative AI (genAI) platforms

  • Appreciate a range of intellectual privacy implications posed by genAI, including: 

    • personal data;

    • intellectual property (copyright, patent, proprietary and sensitive data); 

    • AI alignment (social bias, content moderation, AI guardrails, censorship, prompt injection); 

    • synthetic media;

    • AI hallucination and mis/dis/malinformation; and

    • data sovereignty and data colonialism.

  • Engage in a simulation to develop a conceptual understanding of how the hidden layer in the neural networks underpinning large language models works

  • Synthesize their knowledge of genAI intellectual privacy considerations to analyze an ethical case study using the Agent-Impact Matrix for Artificial Intelligence (AIM4AI).

Participant learning outcomes

During this workshop, participants will

  • Interact with genAI to explore its possibilities and limitations

  • Discuss the intellectual privacy implications of genAI, including intellectual property considerations

  • Evaluate the ethics of genAI for its impact on human agency

Individual or Group:

Suggested Citation: 
Hartman-Caverly, Sarah. "Hidden Layer: Intellectual Privacy and Generative AI." CORA (Community of Online Research Assignments), 2023. https://projectcora.org/assignment/hidden-layer-intellectual-privacy-and-generative-ai.
Submitted by Kelleen Maluski on January 20th, 2023
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Short Description: 

The sixth in a series of 6 courses, students focus on the Pharmacists’ Patient Care Plan involving prescription medications, patient history, and more complex patient cases. The librarian has already met with these students in other courses so this is and scaffolded approach with this being their last session with the librarian. The purpose of the librarian session is to make sure they feel comfortable doing advanced research on drug information pertaining to specific topics that will be communicated to patients. In a previous session the librarian covered disparities and discrimination in both search engines and scholarly databases so this is to reinforce those lessons. The session starts with a brief Kahoot quiz (with prizes for winners) and discussion of any sticking points that become clear through this quiz. This is to allow students to teach and learn from each other and to assess their needs as opposed to assuming what they might be needing reinforcement on. Then the students break out into groups to create a patient education zine on smoking cessation for members of the LGBTQ2S+ communities. The zine has to have at least 2 background sources, 1 scholarly article, and 1 drug information portal source. All sources have to be cited in correct APA format. There also has to be at least one page where the group communicates to the patients how they found this information (in otherwords their search strategy). At the end of the class there is about 20 minutes set aside for the groups to present on their zines, what information they included, and why. The librarian makes copies of the zines for all members of the class afterwards, thus helping to build intrinsic motivation for sharing with their cohorts. The librarian for this course pre-makes the zine booklets and brings all supplies for making zines (such as markers, glue sticks, scissors, paper, magazines to cut up, etc.)

Learning Outcomes: 

Reinforce concepts reviewed in previous classes while allowing students to teach each other and come away with a learning object they have built.

Discipline: 
Health

Individual or Group:

Course Context (e.g. how it was implemented or integrated): 

This is the 3rd in a series of scaffolded classes for pharmacy students

Potential Pitfalls and Teaching Tips: 

Will need to provide supplies and that obviously requires a budget. Also need knowledge on how to make zines. 

Suggested Citation: 
Maluski, Kelleen. "Reinforcement of Cultural Humility in Searching and Patient Communications." CORA (Community of Online Research Assignments), 2023. https://projectcora.org/assignment/reinforcement-cultural-humility-searching-and-patient-communications.
Submitted by Shelby Hallman on August 16th, 2022
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Short Description: 

Description: The Database Scavenger Hunt engages pairs of students in locating specific information or performing specific tasks across multiple resources. Each team works through a series of 16 questions/tasks, with verification of correct answers from the librarian/professor after every 1 or 2 questions, then places a mark on the corresponding wall grid of questions once an answer is deemed correct. The process repeats until the team completes all questions.

The wall grid acts as a way to track where teams are in the game and creates a light-weight race to finish first. (Optional: provide a small prize to either the first team to finish or do a drawing of all teams that finished to give out a prize). See image below of completed wall-grid, with each color/shape of sticky note representing a different team.

Verifying answers after each/every 2 questions ensures students are finding the correct information and completing the tasks. Once a majority of teams complete all 16 questions, there is a group discussion of difficult questions and demoing of any specific problem areas. Before the activity begins, the librarian/instructor can demo where to find databases & database descriptions on the library webpage and mention how to log in. 

Questions can be customized to match the class/subject area. The example attached below is for an undergraduate research group. Examples of changes include: switching databases & examples, focusing on different types of information (patents, standards, handbooks, webpages, etc.), changing tasks based on assignment needs, etc.

Note: Because of the verification step, this activity is best with groups of 20 or less and with the assistance of either the professor or another colleague. 

Materials Needed:

  • Question sheet for each student
  • Answer sheet for each librarian/professor/instructor
  • Wall grid, cut into half-size pages
  • Sticky notes (or some method of distinguishing team marks on grid)
  • Tape to adhere grid to wall
  • Prize (optional)
Attachments: 
AttachmentSize
Wall Grid_Undergraduate Researchers Exampledisplayed 1298 times16.58 KB
Handout_Undergraduate Researchers Exampledisplayed 1331 times16.45 KB
Answers_Undergraduate Researchers Exampledisplayed 863 times19.29 KB
Answers_Bio and Ag Engineering Example_Scavenger Hunt.docxdisplayed 659 times18.42 KB
Answers_STEM Multi-Subject Example_Database Scavenger Hunt.docxdisplayed 620 times18.41 KB
Image of Wall Grid Post-Database Scavenger Hunt.pdfdisplayed 1002 times505.65 KB
Learning Outcomes: 
  • Students will know how to identify databases relevant to their needs and topic.
  • Students will have basic familiarity with multiple database interfaces.

Individual or Group:

Course Context (e.g. how it was implemented or integrated): 

Assignment Pairings:

Pairs well with search strategy, in-depth database/resource demo or usage, guided searching, assessing sources, and literature reviews.

Additional Instructor Resources (e.g. in-class activities, worksheets, scaffolding applications, supplemental modules, further readings, etc.): 
Assessment or Criteria for Success
Assessment Short Description: 
Assessment is conducted via formative assessment during the game by monitoring difficult questions/tasks and immediately after the game via discussion and review.
Potential Pitfalls and Teaching Tips: 

Note: Because of the verification step, this activity is best with groups of 20 or less and with the assistance of either the professor or another colleague. 

Suggested Citation: 
Hallman, Shelby. "Database Scavenger Hunt." CORA (Community of Online Research Assignments), 2022. https://projectcora.org/assignment/database-scavenger-hunt.
Submitted by Eric Kowalik on March 2nd, 2022
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Short Description: 

In this scenario based activity, students are asked to help 3 of their classmates narrow down their topics. By moving a series of sliders, students aim to develop a research question that is interesting, yet narrow enough to find scholarly sources.

Learning Outcomes: 

Students will demonstrate creating a topic that is interesting, yet narrow enough to find scholarly sources

Individual or Group:

Additional Instructor Resources (e.g. in-class activities, worksheets, scaffolding applications, supplemental modules, further readings, etc.): 

https://marquetterml.github.io/information-literacy-modules/

Suggested Citation: 
Kowalik, Eric. "Narrowing a Topic." CORA (Community of Online Research Assignments), 2022. https://projectcora.org/assignment/narrowing-topic-0.
Submitted by Kelly Drifmeyer on February 7th, 2022
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Short Description: 

Embedded library modules in online, stand-alone website used by second semester English Composition classes for freshman level students.  This set of modules is co-authored with Mario Leyva, Assistant Director, Instruction and User Services at Our Lady of the Lake University, and Forrest Davidson. All coursework and assignments are available for download; quizzes available upon request.

Learning Outcomes: 

Library Learning Outcomes 1.) The student will be able to develop and apply keywords to conduct iterative Boolean searching in a library database. 2.) The student will be able to differentiate types of sources by analyzing the need and purposes of information sources. 3.) The student will be able to locate and choose sources based on their specific subject needs. 4.)The student will be able to analyze and critique information sources by applying evaluation criteria. 5.) The student will be able to accurately compose and / or edit a scholarly citation in their assigned citation style.

Individual or Group:

Collaborators: 
Suggested Citation: 
Drifmeyer, Kelly. "Academic Library Information Literacy Modules: First year / freshman embedded coursework." CORA (Community of Online Research Assignments), 2022. https://projectcora.org/assignment/academic-library-information-literacy-modules-first-year-freshman-embedded-coursework.
Submitted by Nicole Hennig on September 8th, 2021
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Short Description: 

Use this virtual mind-map to focus a topic and generate keywords for searching.

Learning Outcomes: 

Students will come up with synonyms for their topic keywords and combine them in a Boolean search.

Individual or Group:

Collaborators: 
Suggested Citation: 
Hennig, Nicole. "Mind Mapping for Focusing Your Topic." CORA (Community of Online Research Assignments), 2021. https://projectcora.org/assignment/mind-mapping-focusing-your-topic.
Submitted by Nicole Hennig on September 8th, 2021
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Short Description: 

Learn how to read a scholarly article and identify the parts.

Learning Outcomes: 

The student will learn to identify each section of a scholarly paper and understand its purpose.

Individual or Group:

Course Context (e.g. how it was implemented or integrated): 

This tutorial can serve as a stand-alone tutorial or can be used in the flipped classroom.

Collaborators: 
Suggested Citation: 
Hennig, Nicole. "Anatomy of a Scholarly Article." CORA (Community of Online Research Assignments), 2021. https://projectcora.org/assignment/anatomy-scholarly-article.
Submitted by Nicole Hennig on September 8th, 2021
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Short Description: 

Understand the difference between primary and secondary sources, and between popular and scholarly sources.

Learning Outcomes: 

    Know the difference between primary and secondary sources.
    Understand that the same source can sometimes be used as either a primary or secondary source.
    Know the difference between popular and scholarly sources.

Individual or Group:

Course Context (e.g. how it was implemented or integrated): 

This tutorial can serve as a stand-alone tutorial or can be used in the flipped classroom.

Collaborators: 
Suggested Citation: 
Hennig, Nicole. "What Types of Sources Do I Need?." CORA (Community of Online Research Assignments), 2021. https://projectcora.org/assignment/what-types-sources-do-i-need.
Submitted by Carolyn Schubert on June 14th, 2021
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Short Description: 

This scaffolded assignment was developed for senior Dietetic students enrolled in a research methods course. The lessons were collaboratively created via a librarian-faculty partnership.

Attachments: 
AttachmentSize
Lesson plan for Lesson 1displayed 693 times30.96 KB
Lesson plan for Lesson 2displayed 499 times32.54 KB
Lesson plan for Lesson 3displayed 533 times31.32 KB
Slides for Lesson 3displayed 713 times307.11 KB
Learning Outcomes: 

In general, question development using PICO format, database searching, and evidence evaluation. More specific learning goals described in individual lesson plans materials.

Discipline: 
Health

Individual or Group:

Course Context (e.g. how it was implemented or integrated): 

Lessons have been implemented in-person and online, both synchronously.

Additional Instructor Resources (e.g. in-class activities, worksheets, scaffolding applications, supplemental modules, further readings, etc.): 
Potential Pitfalls and Teaching Tips: 
Suggested Citation: 
Schubert, Carolyn. "Critical Reading Strategies for Dietetics Students." CORA (Community of Online Research Assignments), 2021. https://projectcora.org/assignment/critical-reading-strategies-dietetics-students.
Submitted by Kelleen Maluski on February 8th, 2021
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Short Description: 

This is session 1 of 3 sessions that I do for Introduction to Evidence Based Medicine in Pharmacy. For this session I had about an hour so the majority of the session is group work. Included are the materials to build the activity, an overview of the lesson (since so much was group work, I wouldn't call it a lesson plan), and the rubric for assessing /grading the activity. This was designed for Zoom/online synchronous teaching. A guide was created to assist with the work in the class (with links to all class activities) and be a place for students to refer back to later. Some content in this guide was hidden until they completed their work for each session (since to help with metacognition the examples on the guide are the same as what they worked through in the sessions).

Learning Outcomes: 
  1. Accurately describe the PICO framework and how it can be used to answer a clinical question.

  2. Identify elements in a PICO question and formulate a concise clinical question.

Discipline: 
Health

Individual or Group:

Course Context (e.g. how it was implemented or integrated): 
Additional Instructor Resources (e.g. in-class activities, worksheets, scaffolding applications, supplemental modules, further readings, etc.): 
Potential Pitfalls and Teaching Tips: 
Suggested Citation: 
Maluski, Kelleen. "Pharmacy: Introduction to Evidence Based Medicine: Building PICO." CORA (Community of Online Research Assignments), 2021. https://projectcora.org/assignment/pharmacy-introduction-evidence-based-medicine-building-pico.

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