# AJHCS Institution-Building Operating Map

This operating map is a reusable checklist for building a healthcare strategy publication as a mission-oriented company, research space, education program, internship platform, journalism outlet, and technical publishing system.

## 1. Institutional Thesis

Write the thesis in one paragraph:

- What healthcare strategy problem does the institution exist to solve?
- Who is the primary reader: executives, operators, researchers, students, clinicians, policymakers, founders, or journalists?
- What makes the institution different from a trade publication, academic journal, consulting firm, newsletter, or podcast network?
- What kinds of work belong, and what kinds do not?
- How does the company model support public knowledge, research, education, and ownership rather than only profit extraction?

Example positioning:

> AJHCS exists to make healthcare strategy more public, rigorous, practical, and accessible by combining practitioner-led insight, peer-reviewed research, journalism, interviews, education, and open-access publication infrastructure.

## 2. Content And Research Surfaces

Define each content surface separately so readers understand what kind of evidence they are consuming.

| Surface | Purpose | Evidence Standard | Example Output |
| --- | --- | --- | --- |
| Peer-reviewed article | Formal research and scholarly contribution | Methods, citations, review, revision | Research article |
| Practitioner essay | Operating judgment from healthcare leaders | Experience, examples, citations where relevant | Strategy essay |
| Journalism | Timely coverage and explanation | Source checking, independence, public interest | News analysis |
| Podcast | Executive conversation and expert interpretation | Guest credibility, clear topic framing | Interview episode |
| Student or intern work | Training, learning, and supervised contribution | Editorial review and scoped assignment | Literature scan, brief, draft |
| Founder note | Original operating view | Clear authorship and opinion labeling | Commentary |
| Sponsored or partner work | Commercially supported content | Transparent labeling and editorial guardrails | Sponsored insight |

## 3. Governance Stack

Create visible public standards before scaling volume.

- Mission and scope
- Editorial leadership and role definitions
- Submission requirements
- Peer-review or editorial-review policy
- Authorship and contributor criteria
- Conflict-of-interest disclosure
- Correction and retraction policy
- Sponsored-content policy
- Use of AI policy
- Copyright and licensing posture
- Privacy and source-handling policy

## 4. Internship And Education Model

Design internships around real outputs, not vague exposure.

| Track | Example Tasks | Skills Built |
| --- | --- | --- |
| Editorial operations | Source checking, copyediting, publication prep | Writing, accuracy, editorial judgment |
| Research support | Literature scans, public-data review, citation maps | Critical thinking, methods, synthesis |
| Healthcare journalism | Interview prep, background research, explainers | Reporting, interviewing, public communication |
| Podcast production | Guest research, show notes, episode pages | Executive communication, media operations |
| Analytics and strategy | Market scans, policy briefs, dataset summaries | Data literacy, healthcare strategy |
| Platform operations | Metadata, CMS QA, SEO checks, content QA | Technical fluency, publication systems |

Each intern should have:

- a named supervisor
- an output portfolio
- review criteria
- source-handling expectations
- authorship or acknowledgement rules
- a final reflection or presentation
- a next-step plan for employment, graduate school, residency, fellowship, law school, PhD study, or another clearly defined outcome

Track program outcomes:

- number of interns and early-career contributors
- number published in the journal
- number with public portfolio artifacts
- job-placement outcomes
- graduate-school or university-placement outcomes
- administrative fellowship outcomes
- residency outcomes
- law program outcomes
- PhD program outcomes
- references, mentorship, and fellowship guidance provided

## 5. Platform Primitives

Build the platform around durable content infrastructure.

- Article schema and metadata
- Podcast schema and feeds
- Author and contributor profiles
- References and source notes
- Editorial workflow states
- Review and revision history
- Canonical URLs
- RSS feeds
- Sitemap
- Search metadata
- Newsletter capture
- Media storage
- Analytics
- Sponsorship and institutional-access workflows
- Admin tools for non-engineering operators

## 6. Metrics Dashboard

Separate metrics by operating question.

| Question | Metric Examples |
| --- | --- |
| Is the audience growing? | Subscribers, impressions, returning visitors, newsletter signups |
| Is the content useful? | Time on page, downloads, shares, citations, inbound links |
| Is the publication operating reliably? | Article throughput, review cycle time, CMS error rate, broken links |
| Is the podcast building access? | Episodes, downloads, guest quality, clips, follow-on conversations |
| Is the education model working? | Intern outputs, placement outcomes, skill assessments, supervisor review |
| Is the company developing? | Sponsorship pipeline, institutional-access interest, partner conversations |
| Is research compounding? | Published studies, briefs, datasets, citation maps, reusable methods |

## 7. Quarterly Review

Every quarter, review:

1. What content type produced the most durable value?
2. What healthcare strategy questions are emerging from executive conversations?
3. What research or journalism should be prioritized next?
4. Which internship tasks created real learning and useful outputs?
5. Which platform friction points slowed publication?
6. Which public claims need source updates?
7. Which institutional standards need to be clarified?
8. What should stop because it does not support the thesis?

## 8. Evidence Posture

Use explicit labels:

- Publicly sourced
- Internally measured
- Cole-provided
- Partner-provided
- Estimate
- Opinion
- Pending publication
- Needs review before launch

This prevents the institution from turning operational experience into unsupported claims.