Monday, February 23, 2026

Managing Educational Media at Scale (abbreviated version)

Managing Educational Media at Scale:
Infrastructure for Monitoring and Organizing Online Video

Michael V. Miller and Anna S. CohenMiller

Abstract

As instructional materials increasingly circulate through internet-based platforms rather than formal publication channels, instructors face persistent challenges sustaining informed engagement with teaching-relevant content over time. These challenges are often blamed on individual skill gaps or “rapid technological change.” Still, we argue they reflect a structural failure to support cumulative instructional practice under conditions of digital abundance. We introduce a framework distinguishing three interrelated stages of instructional media engagement: discovery, ongoing monitoring, and long-term pedagogical organization (D–M–O). Because platform-centered search and recommendation systems are designed for episodic retrieval, they routinely collapse these stages, limiting instructors’ capacity to reuse and refine instructional resources across courses and semesters. Using online video repositories as an illustrative case, we show how low-cost, faculty-managed monitoring and organizational infrastructures can support current awareness, durable pedagogical memory, and instructional continuity without prescribing specific tools or platforms.

Acknowledgments

This article is conceptual and methodological in nature and does not report original research on human subjects. No new datasets were generated or analyzed for this study. AI-assisted tools were used to improve clarity and flow during editing. The authors are solely responsible for the content of the article and its accuracy.

1. Why information management fails in practice

Since 2010, the first author has posed two recurring questions to students in his sociology classes as a way of probing everyday online information practices:
1. When you encounter valuable web content, what do you do to ensure you can find it again?
2. When you identify a website or video channel that reliably produces useful material, how do you stay aware of new content over time?

Across cohorts, students consistently report high confidence in their ability to work effectively online. Yet when asked to describe their actual practices, they rely on largely ad hoc strategies: re-searching by title, keeping browser tabs open, bookmarking casually, emailing links to themselves, taking screenshots, or simply assuming they will remember where something was found. When asked how they stay up to date with productive sources, most report not monitoring them at all, or checking only occasionally based on memory.

The persistence of this pattern suggests a structural problem rather than an individual or generational one. If so-called “digital natives” still lack stable workflows for preserving and monitoring online materials, there is little reason to assume that faculty have acquired such practices spontaneously. Research on information practices supports this conclusion: instructors commonly rely on similar ad hoc strategies rather than systematic approaches to monitoring content sources or organizing materials for long-term reuse (e.g., Jones; Whittaker; Jacques et al.).

The significance of this gap has intensified as online instructional content has shifted from relative scarcity to persistent accumulation. Instructional materials are now produced continuously, remain accessible over time, and expand across semesters rather than being replaced. Under these conditions, the instructional challenge is no longer simply locating relevant material once, but sustaining informed engagement with growing repositories of content.

This shift has clear pedagogical and institutional consequences. Without mechanisms for ongoing monitoring and durable organization, instructional media use remains episodic and memory-dependent. When such mechanisms are in place, however, instructors can reuse vetted materials, preserve pedagogical context, and maintain continuity as curricula, platforms, and public realities change.

To clarify why these failures persist, it is necessary to distinguish among several analytically distinct stages of online information engagement that are routinely treated as a single activity. In this article, we differentiate among discovery, ongoing monitoring, and long-term pedagogical organization (D–M–O). Discovery refers to the episodic identification of relevant sources or repositories. Monitoring denotes the ongoing maintenance of awareness once those sources are known. Organization involves the selective retention, annotation, and indexing of materials so they remain retrievable and reusable over time. Although these stages are interrelated, they pose different infrastructural demands and unfold across different temporal horizons. In practice, however, platform-centered environments collapse discovery, monitoring, and organization into episodic search and recommendation, obscuring their distinct requirements and leaving instructors without durable support for cumulative instructional practice.

2. Personal information management meets teaching practice

Research on personal information management (PIM) examines how people acquire, maintain, retrieve, and use information over time (Jones). Across professional contexts, PIM research shows that people struggle most when information is distributed across platforms, devices, and formats—and when the time horizon is long (Boardman & Sasse; Whittaker).

Instructional work is exactly this kind of case: instructors face expanding digital content with long time horizons (across multiple courses and semesters). Prior work in library and information science and learning environments has long discussed tools like RSS and social bookmarking, but often as “useful tools” rather than as infrastructures designed for distinct stages of engagement (e.g., Mu; Tenopir; PLE/PLN literature). Our contribution is to clarify the infrastructural logic: different tasks require different supports.

3. From item-level video use to repository-level thinking

Instructional media curation has often focused on selecting individual artifacts—one documentary clip for one class session. That remains valuable, but it does not scale under contemporary conditions of continuous production and persistent access.
We therefore shift attention to online video repositories (OVRs): publicly accessible collections of videos that persist and grow over time (often hosted on platforms such as YouTube). OVRs are not static libraries; they are dynamic, accumulating archives that stream new material without typically displacing older content.

A scope note matters here: platform-provided AI features (summaries, chat interfaces, recommendations) are best understood as interface overlays. They may change how viewers encounter content, but they do not eliminate the underlying need to manage accumulation over time.

Repository-level thinking changes the question from “What does this video say?” to: “What kind of pedagogical objects does this repository distribute over time, and what kinds of labor and infrastructure are required to use it well?”

4. The Discovery–Monitoring–Organization problem

To address these challenges, we distinguish three analytically distinct but interrelated stages of instructional media engagement:
Discovery: episodic identification of stable repositories (sources worth returning to), not just individual items.
Monitoring: ongoing maintenance of current awareness once repositories are known—ideally shifting away from memory-based checking.
Organization: selective retention, annotation, and indexing of materials for long-term pedagogical reuse.

These stages differ temporally. Discovery is irregular; monitoring and organization are cumulative. However, platform-centered search and recommendation systems—designed for episodic retrieval—tend to collapse all three into “search,” obscuring their distinct infrastructural requirements.

Retrieval and application
The pedagogical value of D–M–O is realized downstream through retrieval and application:
Retrieval: locating relevant materials under the constraints of teaching practice (time pressure, cognitive load, alignment with learning goals).
Application: integrating retrieved material into explanation, discussion, illustration, or analytic practice in the classroom.
Instructors can have “good stuff saved” but still fail pedagogically if they cannot retrieve it quickly when planning, or if it cannot be applied cleanly to what students are learning.

Practice-based grounding
Although this framework is conceptual, it is grounded in systematic documentation of a working curation infrastructure. The appendices function as practice-based materials: they show the selection criteria, monitoring routines, and organizational decisions that operationalize the framework over time.

4.1 Why D–M–O matters more in substantive-topic courses like stratification

The demands associated with discovery, monitoring, and organization do not scale uniformly across course types.

In discipline-centered courses, discovery can be relatively front-loaded. Once a stable set of canonical sources is identified, monitoring may focus on a manageable number of repositories and organization can leverage established disciplinary categories.

By contrast, substantive-topic courses (e.g., social stratification, race and ethnic relations) face different scaling dynamics. Relevant instructional media is produced across multiple disciplines and adjacent fields (economics, political science, public policy, journalism, documentary filmmaking). Discovery remains open-ended; monitoring must respond to rapidly evolving empirical conditions; and organization cannot rely on a single disciplinary canon to provide the organizing logic.

In such courses, materials can become “dated” not over decades but over semesters as new cases, narratives, policy changes, and public debates reshape what is pedagogically salient. Under these conditions, monitoring and organization are not optional conveniences; they are essential supports for sustained instructional coherence.

5. A lightweight instructional infrastructure: monitoring + organization

Our intervention begins after relevant OVRs have been identified. It provides infrastructural support for two recurring tasks:
1. Maintaining awareness of newly published content from known repositories.
2. Organizing selected items so they remain retrievable and reusable across courses and semesters.

5.1 Why RSS monitoring and social bookmarking work together

Monitoring and organization solve different problems and are most effective when linked:

RSS monitoring supports current awareness by subscribing to updates from known repositories and consolidating new items into a single location. It externalizes the attentional labor of “checking.”

Social bookmarking supports long-term pedagogical memory by storing selected items with brief notes and tags that enable flexible retrieval (by course, topic, analytic frame, pedagogical purpose).

A crucial feature of this pairing is the separation of continuous awareness from selective curation: monitoring can occur continuously, while organization occurs periodically during curation sessions.

5.2 From reactive searching to cumulative teaching libraries

Instead of repeatedly reconstructing teaching resources through search, instructors can build teaching libraries that grow over time. Each curated item retains contextual information—why it mattered, how it might be used, what it connects to—supporting retrieval under real instructional constraints.

Because tools come and go, the framework is technology-agnostic: its durability lies in the underlying logic (automated monitoring + structured organization), not in dependence on a particular service.

6. Conclusion: Curation as pedagogical resilience

Under conditions of persistent digital accumulation, curation is best understood as infrastructure. D–M–O practices support instructional continuity by stabilizing access to previously identified resources, lowering retrieval friction, and enabling the repeated application and reuse of instructional media over time.

AI developments may influence how instructors encounter and summarize materials, but they do not remove the underlying infrastructural need for stable sources, accumulated collections, and durable metadata. In practice, AI works best when discovery has already occurred and when monitoring and organization are sustained rather than episodic.

In sum, the D–M–O distinction clarifies how instructors can reclaim agency over instructional media: moving from episodic search toward cumulative practice and durable pedagogical memory.

References

ACRL. (2016). Framework for information literacy for higher education. Association of College and Research Libraries.

Bawden, D., & Robinson, L. (2009). The dark side of information: Overload, anxiety and other paradoxes and pathologies. Journal of Information Science, 35(2), 180–191. https://doi.org/10.1177/0165551508095781

Bender, E. M., Gebru, T., McMillan-Major, A., & Mitchell, M. (2021). On the dangers of stochastic parrots: Can language models be too big? Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, 610–623.

Bennett, S., Maton, K., & Kervin, L. (2008). The “digital natives” debate: A critical review of the evidence. British Journal of Educational Technology, 39(5), 775–786. https://doi.org/10.1111/j.1467-8535.2007.00793.x

Boardman, R., & Sasse, M. A. (2004). “Stuff goes into the computer and doesn’t come out”: A cross-tool study of personal information management. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 583–590). ACM. https://doi.org/10.1145/985692.985766

Burgess, J., & Green, J. (2009). YouTube: Online video and participatory culture. Polity Press.

Case, D. O., & Given, L. M. (2016). Looking for information: A survey of research on information seeking, needs, and behavior (4th ed.). Emerald Group Publishing.

Cunningham, S., & Craig, D. (2019). Social media entertainment: The new intersection of Hollywood and Silicon Valley. NYU Press.

Fyfield, M., Henderson, M., Heinrich, E., & Redmond, P. (2021). Online professional learning communities: A COVID-19 legacy? Australasian Journal of Educational Technology, 37(4), 1–16. https://doi.org/10.14742/ajet.6856

Head, A. J., & Eisenberg, M. B. (2010). Truth be told: How college students evaluate and use information in the digital age. Project Information Literacy.

Head, A. J., & Eisenberg, M. B. (2011). How college students use the web to conduct everyday life research. First Monday, 16(4). https://doi.org/10.5210/fm.v16i4.3484

Jacques, J., et al. (2021). (As cited).
Note: The manuscript cites Jacques et al. (2021) without a full title. You will want to confirm and complete this reference before submission.

Jones, W. (2007). Keeping found things found: The study and practice of personal information management. Morgan Kaufmann.

Jones, W. (2008). Personal information management. Annual Review of Information Science and Technology, 41, 453–504. https://doi.org/10.1002/aris.2007.1440410117

Jones, W. (2012). No knowledge lost: The science of personal information management. Oxford University Press.

Kirkwood, A., & Price, L. (2014). Technology-enhanced learning and teaching in higher education: What is “enhanced” and how do we know? A critical literature review. Learning, Media and Technology, 39(1), 6–36. https://doi.org/10.1080/17439884.2013.770404

Kirschner, P. A., & De Bruyckere, P. (2017). The myths of the digital native and the multitasker. Teaching and Teacher Education, 67, 135–142. https://doi.org/10.1016/j.tate.2017.06.001

Lobato, R. (2019). Netflix nations: The geography of digital distribution. NYU Press.

Miller, M.V. (2011). A system for integrating online multimedia into college curriculum. MERLOT Journal of Online Learning and Teaching, 7(2), 1-19. http://jolt.merlot.org/vol7no2/miller_0611.htm 

Miller, M.V. (2016). Accessing emergent online content via RSS. In M. Wray, Daniels, J, Fetner, T., (eds.) Promoting Sociological Research: A Toolkit. Washington, DC: American Sociological Association. http://www.asanet.org/sites/default/files/savvy/documents/ASA/pdfs/Promoting_Sociological_Research_Toolkit.pdf 

Miller, M.V. & CohenMiller, A.S. (2019). Open video repositories for college instruction: A guide to the social sciences. Online Learning, 23, 2.  https://olj.onlinelearningconsortium.org/index.php/olj/article/view/1492.   

Mu, C. (2008). RSS feeds and social bookmarking in library services. Reference Services Review, 36(4), 396–408. https://doi.org/10.1108/00907320810920355

Mu, C., & Kern, M. (2011). Teaching information literacy using social media. Journal of Information Literacy, 5(2), 21–35.

Nguyen, T., & Palmer, S. (2024). (As cited).
Note: Please verify final publication details; appears to be a recent post-COVID higher education study.

Noble, S. U. (2018). Algorithms of oppression: How search engines reinforce racism. NYU Press.

Palmer, S., & Schueths, A. (2013). Online communities and informal learning. Journal of Educational Technology & Society, 16(2), 173–186.

Prensky, M. (2001). Digital natives, digital immigrants. On the Horizon, 9(5), 1–6. https://doi.org/10.1108/10748120110424816

Tenopir, C., Volentine, R., & King, D. W. (2013). Social media and scholarly reading. Online Information Review, 37(2), 193–216. 8

Weller, M. (2020). 25 years of ed tech. Athabasca University Press.

Whittaker, S. (2011). Personal information management: From information consumption to curation. Annual Review of Information Science and Technology, 45, 1–62. https://doi.org/10.1002/aris.2011.1440450101


APPENDIX A: OVR Starter Collections 

Purpose and Status of Appendix A 

This appendix should be read as empirical documentation of the curation of applied instructional media rather than as a descriptive inventory. It records systematic decisions regarding the discovery, inclusion, exclusion, and long-term organization of online video repositories across disciplines. The materials presented here make visible forms of classificatory and infrastructural labor that are typically hidden in platform-centered accounts of instructional media use. As such, Appendix A functions as a methodological record of how the Discovery–Monitoring–Organization (D–M–O) framework was operationalized in practice over time.

This appendix provides curated starting points for instructors implementing the RSS and social bookmarking framework across selected social science disciplines. Each starter collection identifies teaching-relevant Online Video Repositories (OVRs) selected to represent diverse source types, institutional locations, and content approaches. The collections are intentionally substantial enough to illustrate disciplinary scope and infrastructural variation, while remaining limited enough to foreground representative repositories rather than exhaustive coverage.

Although the framework described in this article is applicable across diverse academic disciplines, the appendix focuses on two social sciences—sociology and economics. These fields were selected strategically to illustrate how repository-level accumulation of instructional media operates under contrasting disciplinary conditions. Sociology and economics differ markedly in their patterns of content production, funding, institutional support, and pedagogical orientation, making them well-suited to demonstrating variation in the forms, scale, and organization of online video repositories. Limiting the appendix to two disciplines allows for greater descriptive depth and analytic clarity, and should be understood as illustrative rather than exhaustive.

Selection Criteria

Sociology and Economics repositories were selected to reflect diversity in institutional location (universities, research centers, independent creators, and project-based initiatives), pedagogical function (student-facing explanation, disciplinary memory, public engagement, methods, and pedagogy-as-object), and scale. Each discipline-specific list is intentionally limited to 10 repositories to emphasize analytic breadth and comparative clarity rather than completeness.

Using the Collections

Each entry identifies an OVR by name and provides a brief descriptive annotation. Where applicable, a project website is listed first, followed by a primary video channel. The collections are designed to support repository-level discovery and monitoring rather than one-off video search, and are intended to be used in conjunction with the RSS monitoring and social bookmarking infrastructure documented in Appendix B.

Note on Crash Course Repositories

The Crash Course project spans multiple academic disciplines and functions as a widely adopted, course-centered instructional resource. Because Crash Course is organized around sequenced, self-contained courses rather than open-ended repositories that reward ongoing monitoring, it is not included in the discipline-specific starter collections below. Instructors may nonetheless consider relevant Crash Course series as general-purpose supplements for introductory instruction across fields.

Note on Disciplinary Organizations

All social science disciplines are supported by major professional associations at national and international levels. While such organizations often maintain substantial video archives documenting professional activity, public engagement, and field-level debate, they are not included in the discipline-specific starter collections below. Readers are encouraged to consult relevant disciplinary organizations directly as part of ongoing professional awareness and engagement with their fields.

Supplementary Journalistic Video Repositories

Instructors frequently draw on high-volume journalistic video repositories to illustrate contemporary social processes, institutions, and everyday organizational practices. While such repositories often provide descriptively rich and engaging material, they are typically organized around episodic production cycles, topical relevance, and algorithmic distribution rather than cumulative pedagogical design or disciplinary coherence. As a result, they are less well-suited to sustained repository-level monitoring or long-term instructional organization, even though individual videos may be highly effective in the classroom. Accordingly, these repositories are not included in the discipline-specific starter collections presented below, which emphasize stable repositories that benefit from ongoing monitoring and systematic indexing. Instead, they are best understood as supplementary instructional resources, repositories that are selectively sampled and analytically interrogated rather than continuously monitored, often functioning most effectively as objects of analysis rather than authoritative explanation. Representative examples include Business Insider, Vox, Bloomberg Originals, and DW Documentary.

Supplementary Pedagogical Resource Banks

In addition to video-centered repositories, instructors often rely on curated, cross-media pedagogical resource banks that aggregate video alongside books, articles, guides, and websites. An illustrative example is The REAL Resource Bank, a project-based collection focused on race, ethnicity, and antiracism learning. Rather than functioning as OVRs per se, such resource banks organize video within broader pedagogical contexts shaped by collective teaching practice. In the present framework, they are best understood as supplementary pedagogical infrastructure: valuable for discovery and contextual framing, but analytically distinct from video-centered repositories designed to support sustained monitoring and cumulative instructional organization.

Sociology: Interpreting the SOC 10 Starter Collection

The sociology starter collection highlights online video repositories that reflect the field’s comparatively decentralized and heterogeneous patterns of instructional media production. In contrast to economics, sociology’s video ecosystem is largely instructor-driven, shaped by individual pedagogical initiative, uneven institutional support, and diverse orientations toward public engagement. Sociological OVRs tend to emerge from classrooms, research projects, activist commitments, or professional reflection rather than from centralized infrastructures designed for scale. As a result, these repositories exhibit wide variation in production style, pacing, and instructional intent, with contributions accumulating episodically rather than through regularized output. Taken together, the repositories listed below illustrate how instructional video in sociology accumulates through dispersed, labor-intensive practices, and why sustained monitoring and organization are necessary for instructors seeking continuity amid fragmentation and change.

The brief analytic descriptors that accompany each entry serve as a typological guide rather than an evaluative ranking. Together, they show how accumulation in instructional media can take multiple forms: modular explanation, disciplinary memory, interactional record, public commentary, or institutional archiving. Collectively, the SOC 10 demonstrates that repository-level engagement enables instructors to draw on video not only as content but also as infrastructure for sustaining sociological thinking, teaching, and professional practice over time.

Sociology Online Video Repositories

Alexander Avila 
(Accessible Sociology, Narrative Explanation & Hybrid Reflexive Pedagogy)

Alexander Avila’s OVR is an instructor-facing archive organized around long-form videos that address inequality, identity, culture, and everyday social interaction. The repository combines sociological explanation with humor, personal narrative, and visual storytelling, deliberately lowering affective and cognitive barriers to engagement while maintaining analytic intent.

The labor performed here is hybrid and reflexive. Avila draws on personal experience (including positionality as a trans creator) and formal sociological training to render abstract concepts legible and memorable. Rather than presenting sociology as detached analysis, the repository integrates biography and theory, modeling how lived experience and disciplinary reasoning can coexist productively. Accumulation occurs through a growing set of modular explainers that can be recombined across courses rather than through a linear curriculum.

Monitoring is valuable because new videos extend the repository’s conceptual coverage and stylistic repertoire. Within the SOC 10, Avila’s work illustrates how sociology video repositories can support accessible explanation, with pedagogy scaled through humor and narrative without sacrificing disciplinary substance.

Andrew Rezitnyk 
(Reflexive Pedagogy, AI Integration & Institutional Adaptation)

Andrew Rezitnyk’s video repository treats pedagogy itself as a sociological object, with a sustained focus on artificial intelligence, assessment design, and academic integrity. Rather than positioning AI as an external threat to instruction, the repository frames it as a structural condition that instructors must theorize, manage, and incorporate into learning environments.

The repository accumulates as a record of pedagogical adaptation under rapidly shifting technological conditions. Videos address AI integration levels, assessment redesign, and transparency in instructional expectations, offering instructors conceptual tools rather than prescriptive rules. The emphasis is on analytic clarity regarding institutional constraints and student incentives rather than on moral panic or prohibition.

Monitoring matters because new videos respond to evolving instructional technologies and institutional debates. Within the SOC 10, Rezitnyk’s repository illustrates how video can function as a medium for reflexive sociological practice, supporting theorization of contemporary teaching conditions rather than delivering disciplinary content alone.

Demographile 
(Disciplinary Memory, Demographic Scholarship & Archival Knowledge Preservation)

Demographile is a long-running sociology and demography OVR curated by Professor Elwood Carlson, devoted to documenting disciplinary knowledge, intellectual history, and scholarly community. The repository includes interviews with researchers, interpretive discussions of classic demographic studies, and sustained attention to the lives and works of influential figures such as Charles Nam.

Accumulation here is archival rather than instructional. Videos preserve disciplinary memory, research trajectories, methodological debates, and institutional histories that are often invisible in textbooks. Rather than presenting simplified summaries for classroom consumption, the repository foregrounds intellectual genealogy and scholarly labor over time.

Monitoring is essential because new content extends the repository’s role as a living record of demography as a subfield. Within the SOC 10, Demographile illustrates how video repositories can function as disciplinary memory, memorializing knowledge production and sustaining continuity across generations of scholars.

Havens Wright Center for Social Justice 
(Institutional Public Sociology, Social Movement Scholarship & Programmatic Accumulation)

The Havens Wright Center for Social Justice is an OVR sponsored by the University of Wisconsin–Madison Department of Sociology, honoring the memory of A. Eugene Havens and Erik Olin Wright. The repository documents lectures, panels, workshops, and public events centered on social justice, inequality, labor, democracy, and emancipatory social change.

Unlike instructor-centered or creator-driven repositories, the Havens Wright Center’s archive reflects institutionalized public sociology. Accumulation occurs through sustained programming rather than episodic production: conferences, speaker series, and collaborative initiatives generate a growing archive of sociological debate and movement-oriented scholarship. Videos frequently foreground dialogue among scholars, activists, and organizers, positioning sociology as a collective intellectual practice embedded in broader political projects.

Monitoring is valuable because new content reflects evolving research agendas and contemporary struggles rather than curricular sequencing. Organization is essential because individual videos are typically deployed selectively—as contextual anchors, debate provocations, or exemplars of engaged sociology—rather than as self-contained instructional units. Within the SOC 10, the Havens Wright Center illustrates how sociology video repositories can function as institutional movement infrastructure, preserving, circulating, and extending critical sociological knowledge beyond the classroom.

The Mad Sociologist 
(Pedagogical Resistance, Civic Engagement & Educational Conflict Documentation)

The Mad Sociologist is an OVR created by Michael Andoscia, a long-time high school sociology teacher whose work bridges classroom instruction, civic engagement, and public resistance to educational repression. The repository includes recorded lessons, sociological explainers, and direct interventions addressing contemporary political developments, censorship, and state-level control over curriculum.

The repository documents pedagogical labor under conditions of institutional constraint, culminating in Andoscia’s public resignation following the removal of hundreds of books from his classroom. Accumulation here is inseparable from conflict: new videos respond to evolving political and educational pressures rather than advancing a stable instructional sequence. Video becomes both archive and testimony.

Monitoring matters because the repository functions as a living record of pedagogical struggle and educational contestation. Within the SOC 10, The Mad Sociologist illustrates how video repositories can function as sites of pedagogical resistance, archiving not only sociological knowledge but also the conditions under which that knowledge is contested.

Pop Culture Detective 
(Media Critique, Gender Analysis & Cultural Power Examination)

Pop Culture Detective is an OVR created by Jonathan McIntosh, devoted to critical analysis of media, gender, power, and representation. Although not explicitly branded as a sociology project, the repository’s sustained engagement with sociological themes and its systematic analytical approach make it widely applicable to sociology teaching.

Videos are carefully scripted, narratively structured, and analytically dense, designed to stand alone as instructional objects. Accumulation occurs through thematic expansion rather than curricular sequencing, with new releases extending an ongoing critique of cultural narratives and power relations. Media texts are treated as sociological data and analyzed for embedded assumptions regarding masculinity, race, sexuality, and authority.

Monitoring is important because each new video contributes to a growing archive of sociologically informed media analysis. Within the SOC 10, Pop Culture Detective illustrates how sociology can be practiced through cultural critique, with media analysis serving as a vehicle for sociological explanation and theoretical application.

Prof. David Stuckler  
(Professional Sociology, Publishing Strategy & Academic Skill Formation)

The Prof. David Stuckler OVR is a sociology-adjacent instructional archive focused not on substantive empirical findings but on the craft of academic production. Stuckler provides extensive guidance on publishing strategies, manuscript positioning, journal selection, navigating reviewers, and the rhetorical construction of sociological arguments. 

This repository is distinctive in that its pedagogical object is professional performance itself. Videos demystify processes that are typically learned informally or tacitly, translating accumulated academic experience into explicit, reusable instruction. Accumulation occurs through iterative refinement of advice in response to changes in publishing norms, evaluation regimes, and career structures.

Although Stuckler offers paid consulting related to publishing, his public-facing YouTube channel is encyclopedic in scope and exceptionally transparent. Monitoring is useful because new videos often address emerging pressures in academic labor markets and publication ecosystems. Organization is important because instructors and graduate students typically revisit specific videos at different stages of professional development. Within the SOC 10, this repository illustrates how video can support reflexive professional practice in sociology, facilitating the transmission of disciplinary know-how rather than disciplinary content.

Snakegrrl Sociology  
(Integrated Scholarship, Subcultural Research & Public Media Practice)

Snakegrrl Sociology is an OVR created by Professor Beverly Yuen Thompson, whose work integrates research, teaching, and public engagement through sustained video production. The repository draws heavily on Thompson’s long-standing research on subcultures—most notably tattoo communities and digital nomads—as well as on her broader commitment to visual sociology, public scholarship, and reflexive engagement with academic labor.

Video is treated not as an ancillary teaching aid but as a core methodological and professional practice. The repository includes research-driven content, pedagogical reflections, and meta-commentary on the risks and rewards of doing sociology in public-facing media spaces. Accumulation occurs across multiple domains of sociological life, blurring boundaries between scholarship, pedagogy, identity, and outreach.

Monitoring matters because new videos extend both substantive research themes and ongoing reflection on sociological media work itself. Within the SOC 10, Snakegrrl Sociology illustrates how video repositories can function as integrated media practices, supporting research dissemination, pedagogical experimentation, and professional self-formation.

SOC 119 
(Dialogic Pedagogy, Classroom Sociology & Interactive Knowledge Production)

SOC 119 is an OVR composed of recorded sessions from a long-running undergraduate course on race relations taught at Penn State University by Sam Richards. Unlike repositories built around polished lectures or modular explainers, SOC 119 foregrounds the classroom itself as a site of sociological production. Videos document extended student participation, spontaneous dialogue, emotional disclosure, and collective sense-making, treating interaction not as a pedagogical supplement but as the core instructional medium.

The repository accumulates through pedagogical risk rather than curricular design. Content is unscripted and often unpredictable, capturing moments of conflict, uncertainty, and reflexivity that are typically absent from formal instructional media. Rather than refining explanation, the archive preserves interaction.

Monitoring matters because new recordings extend a living archive of classroom sociology, offering instructors insight into how sociological concepts are negotiated, resisted, and internalized in real time. Within the SOC 10, SOC 119 illustrates how video repositories can support dialogic pedagogy, with accumulation taking the form of documented interaction and video serving as a record of teaching practice itself.

SociologistRay
(Public Sociology, Expert Commentary & Aspirational Testimony)

SociologistRay is a video repository created by Professor Rashawn Ray, whose work exemplifies contemporary public sociology at the intersection of empirical research, media commentary, and expert testimony. Drawing on original scholarship in race, policing, health disparities, and institutional power, the repository positions sociological knowledge as publicly accountable expertise rather than as detached academic analysis.
Videos frequently intervene in current events, policy debates, and media narratives, translating peer-reviewed research into accessible but authoritative commentary.

Accumulation occurs through conjunctural response rather than curricular sequencing: new videos are added as sociological expertise is called upon in moments of controversy, crisis, or public debate. Authority derives from research credibility and the visible labor of sociological interpretation in real time.

Importantly, the repository also documents Ray’s engagement with aspirational and uplift-oriented public sociology, particularly in relation to Black youth and social mobility. This dimension is visible in discussions of education, sport, mentorship, and opportunity structures, including work connected to the AIR Opportunity Fund and research on racialized pathways in athletics and schooling. These videos foreground community assets and future-oriented goals alongside structural critique, showing how sociological research can inform both diagnosis and intervention.

Monitoring is valuable because new videos reflect evolving social conditions, research agendas, and institutional initiatives rather than incremental conceptual coverage. Within the SOC 10, SociologistRay illustrates sociology as expert public engagement and aspirational testimony, where video makes visible how sociological knowledge circulates beyond the classroom to critique inequality while also articulating pathways toward collective and individual advancement.

Economics: Starter Collection of Online Video Repositories

The economics starter collection highlights online video repositories that reflect the field’s distinctive patterns of instructional media production and dissemination. In contrast to sociology, economics has developed a comparatively centralized and well-resourced video ecosystem, shaped by professionalized production, sustained institutional backing, and efforts to standardize conceptual delivery at scale. Many economic OVRs are organized around core principles and policy debates, often embedded within think tanks, research centers, or philanthropic infrastructures. As a result, economic video repositories tend to exhibit higher production values and more regular output, with clearer pedagogical scaffolding than is typical in sociology. Taken together, the repositories listed below illustrate how instructional video in economics accumulates through infrastructure-intensive practices, and why repository-level monitoring and organization are essential for instructors navigating a dense and continuously expanding media environment.

Economics Online Video Repositories

Adam’s Axiom
https://www.youtube.com/@adamsaxiom
(Conceptual Economics, Instructor-Centered Explanation & Modular Accumulation)

Adam’s Axiom is an instructor-facing economics OVR organized around the systematic explanation of core economic concepts. Rather than operating as a news-responsive channel or policy commentary outlet, the repository is structured as a growing conceptual archive, with individual videos designed to be modular, reusable, and easily integrated into introductory and intermediate economics courses. The emphasis is on clarity, internal coherence, and pedagogical pacing rather than topical immediacy.

The labor performed in Adam’s Axiom is didactic and cumulative. Videos are produced to refine explanation rather than to intervene in controversy, resulting in a repository that accumulates slowly but deliberately. New additions tend to extend conceptual coverage, clarify difficult ideas, or improve prior explanations, making monitoring valuable for tracking the maturation of an instructional corpus rather than reacting to external events.

Within the ECO 10, Adam’s Axiom illustrates how economics video repositories can function as long-term pedagogical assets built through sustained explanatory labor, oriented toward instructional completeness rather than persuasion.

Democracy at Work
https://www.democracyatwork.info
https://www.youtube.com/user/democracyatwrk

(Political Economy, Labor-Centered Analysis & Public Pedagogy)Democracy at 

Democracy at Work is an OVR associated with Richard D. Wolff and collaborators, which addresses political economy, labor, and alternative economic arrangements from a Marxist perspective. The repository foregrounds questions of power, class, and workplace democracy, situating economic analysis within broader struggles over ownership, governance, and inequality. Content includes lectures, interviews, short explainers, and responses to contemporary economic developments. The repository accumulates dialogically, with new videos responding to unfolding political, economic, and labor-related events rather than advancing a fixed curriculum. 

Monitoring is therefore essential: releases are episodic and often keyed to current debates, policy changes, or crises, making the repository particularly valuable for instructors seeking to connect economic theory to lived social conflict.

As an ECO 10 OVR, Democracy at Work illustrates how economics video repositories can function as public pedagogy, with accumulation reflecting ongoing engagement with social movements and political struggle rather than a standardized instructional sequence.

Economic Policy Institute  
(Institutional Economics, Empirical Authority & Policy Translation)

The Economic Policy Institute maintains a video repository embedded within a broader institutional mission to produce and disseminate research on labor markets, wages, inequality, and economic policy. Videos typically translate empirical findings into accessible formats, contextualizing data within policy debates and institutional analysis. Unlike creator-driven repositories, EPI’s video output is shaped by organizational priorities, research cycles, and advocacy goals.

Accumulation here is institutional rather than personal. Videos emerge as extensions of reports, policy interventions, and public commentary, making monitoring valuable as a way of tracking shifts in economic discourse and empirical emphasis over time. Authority is derived from research credibility and organizational continuity rather than personality or stylistic branding.

Within the ECO 10, EPI illustrates how institutional video repositories can function as policy translation infrastructures, accumulating pedagogical value through sustained engagement with matters of real-world economic governance.

Economics Media Library  

(Curated Media, Edited Content & Pedagogical Indexing)

Economics Media Library is a curated repository of economics videos developed by Professor Jadrian Wooten, building on and extending the tradition of edited-content projects such as the “Economics of …” series. The repository aggregates clips from films, television, news, and other media, organizing them around economic concepts and instructional themes.

The labor here is curatorial and organizational. Value is generated not through original production but through systematic selection, indexing, and contextualization. Accumulation occurs as new media examples are added and categorized, making monitoring important for identifying newly indexed content relevant to specific courses or concepts.

Within the ECO 10, Economics Media Library illustrates how curated repositories can function as pedagogical indexing infrastructures, where instructional power derives from organization and reuse rather than authorship.

(Working-Class Economics, Experiential Authority & Everyday Political Economy)

Gary’s Economics is grounded in lived experience and working-class perspectives on economic insecurity, labor, and inequality. Rather than presenting economics as an abstract system of models or policies, the repository frames economic processes through everyday struggles over employment, wages, debt, and survival. The tone is direct and experiential, often privileging narrative over formal exposition.

The repository accumulates organically, with new videos responding to shifts in economic conditions, personal experience, and broader social developments. Monitoring matters because content reflects changing material realities rather than a stable conceptual sequence. Authority here is experiential rather than institutional, offering a counterpoint to professionally produced or donor-funded economics OVRs.

Within the ECO 10, Gary’s Economics illustrates how video repositories can function as ‘economics from below,’ where economic knowledge is articulated through lived conditions rather than academic abstraction.

Learn Liberty 
https://www.learnliberty.org
https://www.youtube.com/@LearnLiberty
(Ideological Instruction, Professional Production & Strategic Scale)

Learn Liberty is a professionally produced economics video repository developed at George Mason University's Institute for Humane Studies. The repository combines high production values, animated explainers, and pop-culture references to advance market-oriented economic perspectives. Videos are tightly scripted, visually polished, and explicitly designed for wide dissemination and reuse.

Accumulation in Learn Liberty is strategic and infrastructure-intensive. New videos are produced in response to emerging policy debates, cultural moments, and ideological opportunities, extending a coherent economic worldview rather than completing a bounded instructional curriculum. Monitoring is essential because releases are coordinated and episodic, often aligned with broader advocacy initiatives.

Within the ECO 10, Learn Liberty illustrates how economics video repositories can operate as scaled ideological instruction, with professional media production and philanthropic funding enabling sustained, high-volume content creation aimed at shaping public understanding of economic life.

Money & Macro 
https://www.youtube.com/@MoneyMacro
(Macroeconomic Explanation, Global Context & Narrative Reframing)

Money & Macro is an actively publishing economics video repository created by economist Joeri Schasfoort, focused on macroeconomic theory, global economic dynamics, and public economic narratives. Videos frequently connect abstract macroeconomic concepts to concrete international developments, policy choices, and structural trends, making the repository especially relevant for courses addressing globalization and economic change.

The repository is accumulated through narrative reframing rather than through curricular sequencing. New videos reinterpret familiar economic ideas in light of changing conditions, dominant media narratives, or emerging data. Monitoring is therefore valuable for tracking how macroeconomic explanations evolve alongside global economic transformations.

Within the ECO 10, Money & Macro illustrates how video repositories can support macro-level sensemaking, presenting economics as an interpretive framework for understanding complex, interconnected systems.

(Heterodox Economics, Disciplinary Critique & Intellectual Pluralism)

New Economic Thinking is associated with efforts to challenge and expand mainstream economic frameworks. Content includes interviews, lectures, and panel discussions featuring economists and scholars engaged in heterodox approaches, institutional critique, and methodological reflection. The repository foregrounds debate, disagreement, and alternative perspectives rather than settled consensus.

Accumulation is dialogic and archival. New videos extend ongoing conversations about the limits of orthodox economics and the need for conceptual renewal. Monitoring matters because the repository reflects shifts in disciplinary critique and intellectual alignment over time rather than a linear pedagogical progression.

Within the ECO 10, New Economic Thinking illustrates how video can function as a medium for representing economics as contested knowledge, supporting disciplinary self-examination and reform.

Radical Discourse 
https://www.emergentorder.com 
https://www.youtube.com/@EmergentOrder
(Creative Pop-Economics, Media Expertise & Scaled Ideological Persuasion)

Radical Discourse is an economics-oriented video repository and media brand associated with John Papola and the broader Emergent Order ecosystem. The project extends the creative approach pioneered in EconStories by staging economic debates as performative, high-production cultural events rather than as conventional instructional media.

Substantively, Radical Discourse dramatizes economic disagreement rather than resolving it. Competing positions are embodied in characters, lyrics, and storylines, rendering economic theory a spectator experience.

The labor performed here is aestheticized ideological pedagogy. Over time, the repository accumulates as a media archive of economic controversy, where new productions extend a recognizable style rather than a cumulative curriculum.

Within the ECO 10, Radical Discourse illustrates how economics can be rendered as popular culture, with disciplinary ideas disseminated through professional media production rather than through classrooms, policy briefs, or academic debate.

Unlearning Economics 
https://www.youtube.com/@UnlearningEconomics
(Critical Political Economy, Media Critique & Pedagogical Intervention)

Unlearning Economics is a video repository dedicated to critiquing mainstream economic narratives, methods, and teaching practices. Videos often respond directly to popular explanations of economic phenomena, exposing assumptions, omissions, and ideological commitments embedded in conventional discourse. The tone is analytical and corrective, aimed at reshaping how audiences understand economics.

Accumulation is reactive and argumentative. New videos are produced in response to prevailing economic claims circulating in media and education, making monitoring essential for tracking the evolving targets of critique.

Within the ECO 10, Unlearning Economics illustrates how video can function as a tool for critical pedagogy, supporting disruption, correction, and conceptual unlearning.

Comparing Sociological and Economic Video Ecologies

Read together, the SOC 10 and ECO 10 starter collections reveal systematic disciplinary differences in how instructional video accumulates, circulates, and becomes pedagogically usable. Sociology’s video ecology is comparatively decentralized, creator-driven, and heterogeneous, with repositories emerging from individual instructors, classrooms, subfields, and public intellectual projects. Accumulation in sociology frequently takes the form of dialogic interaction, disciplinary memory, pedagogical reflection, or integrated scholarly identity, often requiring selective reuse, clipping, and contextual framing by instructors.

Economics, by contrast, exhibits a more centralized and infrastructure-intensive video ecosystem. Many economic repositories are embedded within think tanks, research institutes, advocacy organizations, or professionally managed media projects, supported by philanthropic or institutional resources. Accumulation tends to occur through standardized explainers, policy translation, ideological persuasion, or curated media archives, with higher production values and more regular release cycles. As a result, economics instructors face a denser and more rapidly expanding media environment, where pedagogical value often derives from strategic monitoring and selective deployment rather than from sequential curriculum adoption.

These contrasts underscore the analytic value of repository-level engagement. While both disciplines confront problems of instructional media abundance, the forms of accumulation they encounter—and the kinds of pedagogical labor required to manage them—differ in predictable, discipline-specific ways. RSS monitoring and social bookmarking infrastructures provide a common solution precisely because they accommodate this variation, supporting heterogeneous accumulation patterns without imposing uniform instructional models.


APPENDIX B: RSS Monitoring and Social Bookmarking Infrastructure

This appendix documents the RSS monitoring and social bookmarking infrastructure used to support repository-level engagement with instructional video. The infrastructure is designed to operationalize the distinction between ongoing awareness and long-term pedagogical organization introduced in the main text. Rather than treating discovery, monitoring, and organization as a single activity collapsed into search, the system separates these functions across complementary tools, enabling instructors to manage persistent growth in instructional media without requiring continuous evaluative labor.

Discipline-Specific RSS Monitoring Pages

For each discipline included in Appendix A, a dedicated RSS page aggregates feeds from the selected online video repositories (available at https://www.protopage.com/2026millercohenmiller#OVRs_Sociology and https://www.protopage.com/2026millercohenmiller#OVRs_Economics). These pages function as monitoring interfaces, allowing instructors to observe new content as it is released without requiring repeated manual searching. Each repository contributes a single primary feed, ensuring that monitoring occurs at the repository level rather than through keyword searches or topic-specific alerts. 

RSS pages are intentionally limited to repositories that merit sustained attention over time; repositories that do not reward ongoing monitoring are excluded from this layer. In this way, RSS supports continuous awareness of instructional media accumulation while minimizing noise and redundant effort.

Notifications and Attention Management

In addition to passive aggregation through RSS pages, the monitoring layer may incorporate optional notification mechanisms that alert instructors to new content as it appears. Notifications function as a selective extension of monitoring, allowing instructors to externalize attentional labor by delegating awareness of change to the system rather than relying on habitual checking. Importantly, notifications are not intended to prompt immediate evaluation or adoption of new materials, but to signal that new content exists and may warrant later review. When configured, notifications support peripheral awareness of instructional media accumulation while preserving instructor control over when content examination is undertaken.

Social Bookmarking and Pedagogical Memory

Social bookmarking entries serve a distinct and complementary function. Whereas RSS pages surface what is new, social bookmarking records judgment and retention. For each repository included in the starter collections, a repository-level bookmark captures the rationale for monitoring that source, documenting its pedagogical orientation, scope, and relevance. In addition, a video from each OVR is bookmarked to illustrate how repositories can be used for instructional purposes. These bookmarks function as an externalized pedagogical memory, allowing instructors to retrieve previously evaluated materials across courses and semesters without re-assessing them from scratch (available at https://pinboard.in/u:2026millercohenmiller/).

Pedagogical Goals and Video Use

Video-level bookmarks encode pedagogical goals that capture what instructional work a video is designed to perform, rather than what topic it covers or which theory it references. These goals provide a compact vocabulary for describing how videos operate pedagogically and for supporting retrieval under instructional constraints.

To operationalize pedagogical goals, this project draws on the typology developed by Andrist, Chepp, Dean, and Miller (2014) in their analysis of video use in sociology instruction. Although originally formulated in relation to sociology, the typology identifies modes of pedagogical mediation rather than discipline-specific content, making it applicable to instructional video across fields. In the present framework, the typology is extended to economics, with attention to how the distribution of goals may vary systematically by discipline, institutional location, and production context.

The typology identifies six pedagogical goals:

1. Propaganda: Videos oriented toward persuasion, advocacy, or the promotion of a normative or ideological position.

2. Testimony: Videos that foreground lived experience, situated authority, or expert witnessing as a source of pedagogical value.

3. Conjuncture: Videos that connect sociological or economic concepts to unfolding events, contemporary controversies, or current social conditions.

4. Infographics: Videos designed to compress, summarize, or stabilize factual or empirical information. In this framework, infographics are not limited to visual graphics or quantitative displays, but include any fact-heavy presentation that prioritizes evidentiary density over narrative development.

5. Pop culture: Videos that use shared cultural texts or media artifacts as entry points for sociological or economic analysis.

6. Détournement: Videos that repurpose, invert, or subvert dominant narratives or familiar representations to produce critical insight.

Pedagogical goals are assigned at the level of individual videos rather than entire repositories. A single video may serve multiple goals simultaneously, although one goal may be more pedagogically salient than others depending on instructional use. Goals are therefore treated as analytic descriptors rather than exclusive classifications.

Although goals are coded at the video level, repeated social bookmarking over time makes visible patterned concentrations of goals within repositories. These patterns are not treated as defining or fixed properties of OVRs, but as emergent tendencies produced through accumulation. As repositories grow, certain pedagogical goals may be privileged or repeatedly instantiated, reflecting creator orientation, institutional context, audience address, and production constraints. Observing these patterns supports comparative analysis across disciplines while preserving analytic precision.

Encoding pedagogical goals as tags within the social bookmarking system allows instructional judgments to be externalized and retrieved across courses and semesters. Rather than re-evaluating videos from scratch, instructors can draw on accumulated pedagogical memory to identify resources suited to specific teaching purposes, instructional moments, or classroom dynamics.

Organizational Tagging and Pedagogical Retrieval

The social bookmarking component of the monitoring and organization infrastructure relies on a deliberately designed tagging system to support retrieval and pedagogical application amid persistent content accumulation. Rather than attempting to represent all topical or disciplinary features of instructional media, tagging functions here as an infrastructural mechanism for encoding pedagogical judgment in a form that can be reliably retrieved across courses and semesters.

Tagging follows a hybrid logic that combines a small number of structured metadata fields with lightweight pedagogical and evaluative descriptors. Structured tags are used for dimensions that instructors are likely to filter on during course preparation, such as content type and analytic frame, while unstructured tags are reserved for coarse evaluative judgments and affective qualities that support recognition-based recall. This design reflects the practical constraints of instructional preparation, where retrieval must occur quickly, often under time pressure.

At minimum, each bookmarked item includes a structured tag indicating its object type (e.g., repository-level source or individual video) and one or two analytic frame tags corresponding to core conceptual lenses used across courses. These frame tags function as a shared, cross-disciplinary vocabulary that allows materials to be retrieved consistently regardless of disciplinary origin. Additional structured tags may indicate pedagogical use (e.g., discussion catalyst, illustration, provocation), allowing anticipated applications to be encoded at the point of organization rather than improvised at the moment of use.

Alongside these structured tags, items may be labeled with a small number of deliberately coarse evaluative tags (e.g., good, excellent, tested). These tags do not represent formal assessment or quality ranking; instead, they serve as retrieval accelerators that distinguish materials judged to have instructional potential from those retained primarily for reference. Because instructional value is often confirmed only through classroom interaction, evaluative tagging is understood as provisional and subject to revision over time.

Finally, tags are used selectively to capture the emotional or experiential qualities of instructional media when these are pedagogically salient. Instructors frequently recall the affective impact of a resource, such as its ability to provoke surprise, discomfort, or engagement, before recalling its specific content. Encoding such qualities supports recognition-based retrieval and helps explain why certain materials become durable components of instructional repertoires.

Taken together, this tagging scheme operationalizes organization as a form of externalized pedagogical memory. By encoding analytic orientation, anticipated use, and evaluative judgment in lightweight metadata, the social bookmarking system supports retrieval under instructional constraints and facilitates the repeated application and reuse of instructional media over time. Importantly, the tagging system is intentionally minimal: its purpose is not exhaustive description, but reliable retrieval and pedagogical applicability across contexts.

Separation of Functions

Taken together, the RSS and social bookmarking components enable instructors to separate ongoing monitoring from cumulative organization. RSS supports continuous, low-cost surveillance of instructional media as it accumulates, while social bookmarking records durable decisions about what is worth retaining and reusing. This separation allows instructors to remain informed about new content without conflating awareness with adoption, and to build structured instructional archives incrementally over time. The infrastructure thus supports scalable engagement with online instructional video by distributing labor across distinct stages.

For readers interested in implementing the RSS monitoring and social bookmarking infrastructure described here, a separate step-by-step guide detailing setup and configuration is available from the authors upon request.

APPENDIX C: Platform AI Features and Analytic Scope

Recent developments in platform-provided artificial intelligence have introduced new interface-level features into video-hosting environments, including automated summaries, conversational prompts, and enhanced recommendation systems. These tools operate at the level of user interaction and access rather than at the level of content production, repository structure, or pedagogical authorship.

In this study, such AI-mediated features are treated as ephemeral interface overlays rather than as intrinsic components of online video repositories. While they may influence how instructors or students engage with instructional media at particular moments, they do not alter the underlying processes of repository accumulation, creator labor, monitoring requirements, or long-term pedagogical organization that constitute the analytic focus of the D–M–O framework.

Accordingly, the presence or absence of platform-provided AI features is not treated as a defining property of OVRs, nor as a determinant of their pedagogical function over time. Instead, these features are understood as potentially amplifying the value of existing curatorial infrastructures by operating on already-discovered, monitored, and organized instructional materials.




at No comments:
Subscribe to: Comments (Atom)

Managing Educational Media at Scale (abbreviated version)

Managing Educational Media at Scale: Infrastructure for Monitoring and Organizing Online Video Michael V. Miller and Anna S. CohenMiller Abs...