© Copyright 2026 Mastersinlibraryscience.org.
A practical guide to designing information literacy programs, building community partnerships, and turning MLIS training into anti-misinformation leadership.
Almost 3,500 U.S. newspapers have closed over the past two decades, and the industry has shed more than 270,000 journalism jobs, gutting the local reporting that once served as a community's first line of fact-checking. Into that vacuum has flowed a flood of unvetted, algorithm-driven content, some of it deliberately engineered political messaging dressed up as local news.
Libraries are one of the few institutions positioned to absorb that shock. Public library systems logged over 800 million visits and ran 4.6 million programs in the most recent year tracked by federal data, a reach that few civic or educational institutions can match.
That scale creates both an opportunity and a staffing problem: trust is high, but most MLIS graduates, including those in online MLIS programs, enter the field with little formal training in verifying manipulated media or countering coordinated disinformation networks.
TriplePundit's reporting on Institute of Museum and Library Services data shows that public libraries recorded over 800 million visits and offered 4.6 million programs in the most recent year. Among those, 93 million people attended library programs covering early learning, digital literacy, financial literacy, workforce development, and public health. That scale is not just a usage statistic. It positions libraries as one of the few shared, nonpartisan information spaces left in many communities, especially as local news coverage thins out.
Over the past two decades, the United States lost more than 270,000 journalism jobs as almost 3,500 newspapers shut down. As local reporting disappears, residents have fewer neutral sources to verify civic information. Partisan or dark-money-backed news sites can then move into that gap, and over half of Americans report daily exposure to misinformation on social media. In that environment, a public library's trained staff, curated collections, and public programs become a practical defense against false narratives.
Unlike algorithm-driven platforms, libraries operate with transparency about sourcing and a professional commitment to intellectual freedom. Their role is not to tell patrons what to think, but to help them locate and evaluate evidence, whether that means comparing headlines, using primary sources, or understanding how search results are ranked. The Institute of Museum and Library Services tracks more than 9,000 U.S. public library systems, showing how embedded this infrastructure is in everyday civic life.
That broad reach has not insulated libraries from budget pressure. The attempted elimination of the Institute of Museum and Library Services underscored how quickly federal support could disappear. For future librarians, defending library funding and staffing is not separate from fighting fake news. It is the foundation that keeps information literacy services open, staffed, and available precisely when communities need them most.
Public libraries remain one of the most widely used civic institutions in the United States. The scale of their reach, tracked across more than 9,000 library systems, underscores why MLIS graduates are uniquely positioned to lead information literacy efforts in communities nationwide.
What does an MLIS graduate actually do when a patron asks whether an article is true?
That question sits at the center of what the degree is designed to do. Information literacy is the ability to find, evaluate, use, and create information ethically. It is not a single tool or checklist. It is a repeatable judgment process that librarians apply across news stories, health claims, legal questions, and scholarship.
Digital literacy is the tool layer: logging into a database, navigating a browser, downloading a file, or using a citation manager. Information literacy is the critical thinking layer on top of those skills. A patron can be digitally fluent and still struggle to tell an advocacy site from an investigative newsroom. For example, a patron may know how to share a story quickly, but not how to check who funded the outlet behind it. MLIS graduates draw on the skills you learn in mls program to close that gap.
In practice, information literacy maps directly to core library skills: - Reference interviews: clarifying what the patron actually needs before searching. - Source evaluation: checking authority, accuracy, purpose, currency, and relevance. - Search strategy: choosing the right database, using controlled vocabulary, and recognizing algorithmic or commercial bias. - Instruction: teaching patrons a method they can reuse rather than delivering a single answer.
These are not abstract academic ideas; they are part of everyday modern librarian roles.
A patron brings in a news article claiming a local policy caused a rise in crime. The librarian does not just correct the headline. She asks what the patron needs the information for, then opens the article and checks the byline, funding, original sources, and date. She shows the patron how to locate the underlying study and compare coverage across outlets, a practical use of finding primary sources. The patron leaves with both an answer and a portable evaluation process.
Some MLIS programs treat misinformation as a single named elective; others weave it across a full specialization. Both paths aim at the same library outcome: a graduate who can teach patrons to slow down, check sources, and recognize manipulated media.
A direct course route is visible at St. John's University with LIS 320 Fake News and Misinformation, taught through a social justice lens, and at the University of Arizona with LIS 518 Information Trust, Manipulation, and Deception. St. Catherine University's LIS 7560 Information Ethics and Algorithmic Bias adds the platform layer, examining how algorithmic systems shape what patrons encounter, a concern that overlaps with data science for librarians. Drexel's INFO 687 Issues in Information Literacy connects misinformation to broader instructional practice.
For students who want a broader credential, the University of Wisconsin-Milwaukee offers an MLIS program specialization in Information Literacy, anchored by INFOST 640 Information Literacy Instruction. The University of Rhode Island's Digital Media track follows a similar path, with LSC 528 Digital Visual Information Literacy focused on evaluating images, video, and visual claims.
Catalog descriptions do not always publish weekly syllabi, but common course modules tend to include: - Source evaluation rubrics: scoring a news article, nonprofit explainer, and social post against author, evidence, publication, and correction criteria. - Fact-checking workflows: tracing a claim to primary documents, checking existing fact-check archives, and drafting a short patron-facing script. - Deepfake analysis: comparing audio, lip sync, background artifacts, and metadata to identify manipulated media.
Drexel's capstone course INFO 890 offers a structured place to turn these skills into a real intervention. A student might design a library misinformation workshop, evaluate an existing media literacy program, or build a reusable source-checking tool for a specific community group.
These assignments translate directly into everyday library work. A source evaluation rubric becomes a handout for high school research visits and community workshops. A fact-checking workflow shapes reference desk conversations about viral claims. Deepfake and algorithmic bias modules support AI literacy sessions with adult learners. The goal is not just to identify false stories, but to build the community habit of verifying before sharing.
An information literacy program that works is one where participants leave with a specific, repeatable skill they did not have before, and where the library can prove it. That bar sounds obvious, but most programming stops at attendance counts. Below are two tested models, one public and one academic, along with assessment strategies that go deeper.
Developed by Electronic Information for Libraries, this session targets young adults and runs roughly one hour. It opens with an icebreaker that surfaces participants' existing media habits, then moves into two structured activities: "Can You Trust It?" (a guided lateral-reading exercise using real headlines) and "Spot the Fake Image" (reverse image search practice with manipulated photos). Materials include a slide deck with embedded trainer notes and printed activity sheets. The format is adaptable: EIFL also offers a companion "Smart Use of AI" session designed for ages 12 to 15 that covers recognizing AI-generated content and deepfakes in the same one-hour window.
A public library could layer the ALA's SIFT framework (Stop, Investigate the Source, Find Better Coverage, Trace Back Claims) onto either session as a take-home reference card, giving patrons a portable checklist they can apply after they leave.
The WI+RE (Writing Instruction and Research Education) toolkit from UCLA Library is built around three explicit learning outcomes, each paired with underlying theory, a hands-on activity, and curated resources. Because the outcomes are already articulated, it maps cleanly onto credit-bearing library instruction sessions or embedded course modules. A related approach at Penn State adds a cognitive-bias reflection worksheet where students evaluate a real article, identify their own assumptions, and score the source against a checklist.
Neither model relies on attendance alone. Practical assessment options include:
Published impact data remain limited. A 2025 survey of 25 librarians found that 88 percent teach critical source evaluation and 80 percent provide fact-checking guides, but few reported using formal pre/post instruments. That gap is itself an opportunity: MLIS graduates trained in outcome-based assessment can bring rigor that most libraries currently lack.
Neither model requires a large budget. Both rely on free slide decks, publicly available tools, and materials that a single librarian can facilitate. The key is choosing a format that matches your audience, stating measurable outcomes before the session starts, and collecting at least one data point beyond a sign-in sheet.
How can libraries extend their information literacy work beyond their own walls and into the broader community? The answer lies in strategic partnerships with schools, local media, government agencies, and civic organizations. In 2026, four primary partnership models dominate the landscape, each offering distinct opportunities for MLIS graduates to amplify their impact.
School partnerships remain the most documented and effective model for reaching younger audiences with media literacy programming. The American Library Association highlights joint activities like Family Reading Night, coordinated lesson planning, cross-training between school and public librarians, and shared grant writing as proven approaches.1
Named programs demonstrate what sustained collaboration can achieve:
These models show that broader access and easier discovery translate directly into expanded student engagement with library resources.
For misinformation and media literacy specifically, professional learning networks are emerging as a key mechanism. In New Jersey, statewide collaborations now include virtual professional development for K-12 educators on information literacy, coordinated by library association partnerships.5 This model recognizes that school librarian collaboration with teachers is essential to building consistent evaluation skills across settings.
The Ithaka S+R framework distinguishes between joint-use partnerships (shared governance and facilities) and programmatic partnerships (separate governance, joint initiatives).6 Media literacy work typically fits the programmatic model, where libraries provide trusted access, instructional space, and digital literacy expertise while schools offer curriculum alignment and student reach. Local partners can add distribution channels, communications support, or civic legitimacy.
Libraries Without Borders US applies this logic in underserved communities, using targeted outreach, on-site programming, and resource sharing through school and public library coordination.7
Start by reviewing your own library's annual report for named partners and documented outcomes. Consult your state library association for local models and attend regional meetings to gather current examples. Library professional organizations like ALA and PLA offer partnership toolkits and case studies worth reviewing before launching new initiatives.1
Intellectual freedom is the professional principle that libraries provide access to all points of view, even ones staff personally disagree with, and that this access cannot be revoked simply because someone objects. The ALA Policy Manual's intellectual freedom section, which underpins most library collection and programming decisions, states that libraries must offer materials representing multiple perspectives, challenge censorship, and cooperate with others resisting restrictions on free expression.1 That principle does not disappear when the topic is misinformation. It shapes how librarians run fact-checking workshops without turning them into ideological gatekeeping.
Labeling a source as unreliable, teaching lateral reading, or declining to personally recommend a fabricated news site is not censorship. Removing that source from the collection, or refusing to let a patron access it, crosses into restricting protected expression. ALA guidance is explicit that criticism of a library's misinformation programming is itself constitutionally protected speech, and that patrons have every right to voice it.1 The professional response is not to silence complaints but to explain the reasoning behind the program using the library's written policy.
When a patron challenges a workshop or objects to a librarian's refusal to endorse a questionable source, staff guidance calls for a response that is consistent, documented, and content-neutral:1
MLIS programs increasingly walk students through this exact scenario planning, with MLIS accreditation requirements emphasizing policy and ethics, since the Office for Intellectual Freedom notes its role is implementing these principles through education and support, not issuing rules unique to misinformation.3 The recently released Eleventh Edition of the Intellectual Freedom Manual5, along with new 2026 guidance asking staff to question vendors about how content is curated or filtered4, gives graduates updated tools for defending both access and accuracy at the same time.
Librarian Salary Snapshot
What can a small or rural library do about misinformation when there is no dedicated information literacy librarian? In rural librarianship, a realistic answer is to borrow turnkey materials from library associations and adapt them into displays, drop-in workshops, and community conversation kits that fit existing workflows.
A front-desk or end-cap display can teach without adding program hours. Print headlines, social media posts, or altered photos and ask patrons to decide which are misleading. Add a QR code to a free checklist or libguide, but keep printed bookmarks and notecards next to the display for patrons without reliable internet. A historical newspaper display can also highlight terms like propaganda and yellow journalism.
Single-librarian departments can offer a monthly drop-in hour using a ready-made pack. Center for an Informed Public's Empowering Informed Communities materials require no expertise and include handouts, presentations, posters, and videos. A SIFT mini-workshop, Stop, Investigate the source, Find better coverage, Trace the claim, works with only handouts, bookmarks, and notecards. Other low-lift options include evaluating AI-generated images, spotting emotional manipulation on social media, and fact-checking TikTok videos.
ALA's Media Literacy in the Library: A Guide for Library Practitioners is a free download that supports passive programs as well as in-person or online sessions. MediaWise and the ALA Public Programs Office are building a Misinformation Resilience Toolkit designed so "any librarian" can deliver programming without specialist expertise. The same kit can double as a community conversation set: pick one handout or short video, arrange a few chairs, and lead a 45-minute discussion. WebJunction also offers short webinars for staff training.1 The pattern is the same: borrow the structure, print what you need, and run it during regular hours.
The AI Essentials for Academic Libraries course from LibTech Insights and Clarivate now ships three monthly micro-modules, giving library staff a structured path to build verification skills in 2026. Organizing your information literacy toolkit into three buckets (fact-checking workflows, AI and deepfake literacy, and train-the-trainer modules) makes implementation manageable even for small teams.
Start with IFLA's "How to Spot Fake News" infographic, a free one-page visual you can print, post at service desks, or project during workshops. Walk patrons through each checkpoint: consider the source, read beyond the headline, check the author, look for supporting sources, examine the date, ask whether it might be satire, review your own biases, and consult experts. The News Literacy Project offers Checkology, a free online curriculum with interactive lessons that teach lateral reading, the technique of opening new tabs to verify a claim before finishing an article. For scholarly verification, tools like Elicit (systematic literature review), Consensus (evidence summarizer with citations), Scite (citation classifier showing supporting or contrasting references), Semantic Scholar (free scholarly search), and ResearchRabbit (visual paper mapping) let staff model source evaluation in real time.1
The ALA Guidance on AI, adopted July 2026, requires human oversight, disclosure when AI is used in public services, and documentation of labor conditions before purchasing AI tools.5 Translating that policy into patron-facing education means explaining how generative models work and why outputs need verification. Hoopla's 2026 Collection Management Tool flags AI-generated content, giving staff a concrete example to show patrons that even mainstream platforms now label synthetic material. The ACRL AI Competencies framework outlines what academic librarians should know, from prompt engineering basics to recognizing AI-generated images, and can be adapted for public library contexts.2
Use this script at any service point or program opening:
PLA's 2026 offerings, including "AI with Heart" and "Trust & Verify," provide ready-made session plans.3 WebJunction's AI Collection Policy Framework helps staff articulate why certain materials are flagged or removed. Pair these with EBSCO's resources on assessment and privacy4 to build a comprehensive internal training sequence that prepares every team member to facilitate patron conversations about misinformation.
The table below draws on the most recent Occupational Employment and Wage Statistics published by the U.S. Bureau of Labor Statistics (2025 data). These figures reflect national occupational wages across all experience levels, not earnings specific to recent MLIS graduates. Librarians and Media Collections Specialists, the core occupation for most MLIS holders, report a median annual salary of $68,270, which sits above the broader Librarians, Curators, and Archivists group median of $60,470. Those who move into postsecondary teaching roles in library science can expect notably higher pay, with a median of $80,340.
| Occupation | Total National Employment | 25th Percentile Salary | Median Annual Salary | 75th Percentile Salary | Mean Annual Salary |
|---|---|---|---|---|---|
| Librarians and Media Collections Specialists | 133,790 | $56,310 | $68,270 | $84,480 | $72,840 |
| Librarians, Curators, and Archivists (broad group) | 234,910 | $45,480 | $60,470 | $78,000 | $63,900 |
| Library Science Teachers, Postsecondary | 3,630 | $64,080 | $80,340 | $100,910 | $88,110 |
| Education and Library Science Teachers, Postsecondary | 64,460 | $55,740 | $75,640 | $97,840 | $79,840 |
