SDOH Framework

Uploaded 2026-05-28 13:33 | sample_sdoh_1779975201.docx
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Social Determinants of Health: Analysis Project Purpose In this assignment, you will analyze the relationship between social differences, inequality, and issues within American healthcare and health service provision. This helps you better understand the role of social categories, public policy, and how Americans practically experience, receive, and understand healthcare. Product Choose a topic in contemporary politics, related to the provision of healthcare or health services. Develop an analysis intersecting that topic with a social category such as race, gender, or social class. How do different Americans, based on their gender, sexuality, income level, racial or ethnic identity, or disability status, encounter that issue? What privileges might they possess, or challenges they face? In what ways do public policies reduce or amplify differences in healthcare access for different Americans based on social inequality or inequity? Your topic should be narrow enough to analyze in 8–10 minutes. For example, instead of “racial inequality in healthcare,” focus on “racial disparities in postpartum care in U.S. hospitals.” Instead of “gender and healthcare in the armed forces,” consider “feminist perspectives on Navy and Marine Corps nursing since the Vietnam War.” Example Topics the interaction of race and mental health provision for incarcerated Americans. different gendered experiences with GLP-1 prescriptions and use. Ageism and access to primary and diagnostic care. Assessment You will be assessed on the following criteria: Clarity of Topic Do you clearly identify a particular issue in healthcare or health services, and a social category? How well have your organized themes, subtopics, or other elements supporting your topic? Depth of Analysis and Discussion To what extent have you identified specific factors relevant to your topic? Have you good examples or evidence to support your analysis? Do you have at least three good quality sources, according to criteria established in the first week’s class lecture? Slide Quality Are you slides professionally designed, easy to read, visually compelling, and free of clutter or unnecessary content? Presentation Delivery Is your narrative delivery concise, organized, free of verbal tics such as “um,” and conveys professional engagement? Is the sound quality good, your voice clear, and the recording free of distracting background noise? Sources Your last slide should list all sources consulted for your presentation, and each slide should have appropriate references in the Notes area. Assignment Process Research your chosen topic using scholarly literature (academic sources), public policy and advocacy documents, and reputable general news sources, such as the New York Times or Wall Street Journal. You should develop a script for your presentation, or at least a detailed outline. If you attempt to simply speak off your slides, you will likely have trouble with delivery. Generative AI Use You may use a generative AI chatbot for assistance with the following: An initial survey of the topic, aimed at identifying subtopics, perspectives, or likely sources. Feedback on your draft slidedeck. In each case, you need to share a link to the AI chat on your reference slide. Know that you bear responsibility for anything you submit. So take steps to verify (research) anything an AI provides. Hallucinations are always a possibility with AI, and like a conversation with a human consultant, misunderstandings are possible, too. Deliverables A slidedeck, to accompany a presentation on the topic. It should be between roughly 12-24 slides, including a title slide and reference list slide. A video presentation where you provide a voiceover narrative slideshow presentation. This should be between 7 and 9 minutes long. Having yourself in an inset window is optional and not required for this assignment. An infographic that partners with and summarizes your presentation. This should be 187 square inches, which is two 8.5 x 11” pages in area, although you may choose your own aspect ratio. The infographic may use some charts, tables, and other visuals from the slides, but should not simply be some or all slides combined. Deadlines Your video presentation and slidedeck are due in Week 11 of the course. Your infographic is due in Week 12 of the course. See our UBLearns course space for specific due dates and times. Submission Procedure Upload your: infographic to the UBLearns Assignment Dropbox titled “Social Analysis Project Infographic.” slide deck to the UBLearns Assignment Dropbox titled “Social Analysis Project slidedeck.” video presentation to the UBLearns Assignment Dropbox titled “Social Analysis Project Presentation.” This will require you to use the Panopto student upload procedure.
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Latest AI Assessment:
Openai (gpt-5.2) — Confidence: 78.0%

Detailed Ratings

Alignment with Outcomes
AI: 2 (openai)
Cognitive Demand
AI: 2 (openai)
Authenticity / Context
AI: 2 (openai)
Accessibility / Equity
AI: 2 (openai)
Process Visibility
AI: 2 (openai)
AI Transparency & Ethical Literacy
AI: 3 (openai)
Teaching Methods
AI: 1 (openai)

Rating Details

AI Rating (Openai - gpt-5.2)
Confidence: 78.0% 2026-05-28 13:36 UTC
Alignment with Outcomes: 2
Cognitive Demand: 2
Authenticity / Context: 2
Accessibility / Equity: 2
Process Visibility: 2
AI Transparency & Ethical Literacy: 3
Teaching Methods: 1
AI Reasoning:

1) Alignment with Outcomes — 2 (Partially Aligned & Engaging)

  • Strengths
  • The purpose statement clearly targets understanding social determinants/inequality and their relationship to healthcare provision.
  • The product requirements (topic + social category + policy effects) align with transferable skills: issue framing, evidence-based argumentation, and communication.
  • Gaps / risks
  • Outcomes are implied rather than explicitly stated (e.g., “Students will be able to…”). This makes it harder to ensure the assessment criteria fully capture the intended learning.
  • The rubric emphasizes presentation polish (slides/delivery) as much as disciplinary learning; this can dilute evidence of conceptual mastery.
  • Improvements
  • Add 3–5 explicit learning outcomes (e.g., analyze how policy mediates inequity; evaluate evidence quality; synthesize across source types; communicate to a defined audience).
  • Rebalance weighting so analysis quality and evidence reasoning count more than aesthetics.

2) Cognitive Demand — 2 (Partially Aligned & Engaging)

  • Strengths
  • Requires analysis of intersections (topic × social category) and policy impacts, which can reach higher-order thinking.
  • Topic-narrowing guidance supports deeper reasoning rather than broad summary.
  • Gaps / risks
  • As written, students could still produce a largely descriptive overview (including AI-assisted synthesis) without demonstrating their own decision-making.
  • Few required “decision points” (e.g., choosing a causal mechanism, selecting/defending a framework, adjudicating conflicting evidence).
  • Improvements
  • Require a defensible analytic move such as:
  • a claim + warrants structure (Toulmin-style),
  • a conceptual model (mechanisms linking inequality → access/outcomes), or
  • comparison of two policy approaches with explicit trade-offs.
  • Add a prompt like: “Identify one contested point in the literature/policy debate and justify your position using evidence.”

3) Authenticity/Context — 2 (Partially Aligned & Engaging)

  • Strengths
  • Uses real-world issues in U.S. healthcare and public policy; encourages use of scholarly + policy + reputable news sources.
  • Deliverables (presentation + infographic) resemble authentic public-facing communication.
  • Gaps / risks
  • Stakeholders and constraints are generic. Without a defined audience (e.g., hospital board, state legislator, advocacy org), students may default to “school report” mode.
  • No requirement to incorporate local context, lived experience, or a realistic decision environment.
  • Improvements
  • Specify an authentic role/audience: “You are briefing a county health department” or “a nonprofit coalition”.
  • Add constraints: time, budget, political feasibility, data limitations, ethical considerations.
  • Optional: require one “stakeholder lens” slide (who benefits/loses; implementation barriers).

4) Accessibility/Equity — 2 (Partially Aligned & Engaging)

  • Strengths
  • Multiple modalities (slides, video, infographic) can let different students show strengths.
  • AI use is permitted but not required, which helps avoid disadvantaging students without premium tools.
  • Gaps / risks
  • Three separate polished artifacts can create time/technology burdens (design software, recording environment, bandwidth, disability accommodations).
  • “Professional” slide design and “free of verbal tics” can inadvertently penalize multilingual speakers, students with speech differences, or anxiety/disability-related factors.
  • Improvements
  • Provide accessible pathways while keeping rigor: allow an alternative to the video (e.g., live presentation to instructor, audio-only with transcript, or narrated outline).
  • Add explicit accessibility supports: templates, captioning/transcript requirements, low-tech infographic options, and clear accommodation language.
  • Adjust delivery criteria to focus on clarity and organization rather than policing speech patterns.

5) Process Visibility — 2 (Partially Aligned & Engaging)

  • Strengths
  • Requires sources and slide-by-slide referencing; encourages scripting/outline.
  • AI chat link requirement increases some transparency.
  • Gaps / risks
  • The assignment mostly grades final products; it does not strongly surface how students arrived at claims, refined scope, or evaluated evidence.
  • No required checkpoints (proposal, annotated bibliography, draft feedback cycle), so AI could still generate large portions without detection.
  • Improvements
  • Add staged deliverables:
  • Topic proposal + rationale (why this scope; what social category; preliminary mechanism)
  • Annotated bibliography (why each source is credible; what it contributes)
  • Draft slides + peer/instructor feedback
  • Revision memo (what changed and why)
  • Require a brief “methods” note: search terms used, inclusion/exclusion decisions, and how evidence was triangulated.

6) AI Transparency & Ethical Literacy — 3 (Strongly Aligned & Engaging)

  • Strengths
  • Clear, assignment-specific AI policy: allowed uses (topic survey, feedback on draft slides).
  • Requires link to the AI chat and explicitly states student responsibility and hallucination risk.
  • Encourages verification—an important ethical literacy practice.
  • Gaps / risks
  • “Share a link” helps transparency but doesn’t ensure students can critically evaluate AI output or document what they accepted/rejected.
  • Improvements
  • Add a short required AI reflection (half-page or one slide in notes):
  • what AI suggested,
  • what you verified/changed,
  • one example of an AI limitation/bias you encountered.
  • Provide guidance on privacy (e.g., don’t upload sensitive data; use institution-approved tools if applicable).

7) Teaching Methods — 1 (Ready for Updating)

  • Strengths
  • Mentions “criteria established in the first week’s lecture,” implying some instruction on source quality.
  • Gaps / risks
  • Teaching/learning activities are not described (beyond a lecture reference). There’s no structured support for:
  • topic narrowing,
  • evaluating sources,
  • practicing intersectional analysis,
  • AI-aware research workflows,
  • peer feedback on drafts.
  • Without interactive methods, students may rely on AI to fill gaps in research strategy and synthesis.
  • Improvements
  • Add AI-aware, inclusive learning supports:
  • in-class workshop on search strategy + source evaluation (scholarly vs policy vs journalism)
  • a peer-review studio for slide drafts using a checklist aligned to the rubric
  • a mini-lesson on how to verify AI outputs (triangulation, checking citations, spotting fabricated claims)
  • exemplars (strong/weak) with discussion of why

High-impact revisions (quick wins)

  • Add explicit learning outcomes and reweight rubric toward analysis/evidence.
  • Add process checkpoints (proposal, annotated bibliography, draft + revision memo).
  • Define an authentic audience/stakeholder and require a policy trade-off/decision.
  • Provide accessibility options for video/infographic and adjust delivery language to be more equitable.