Course Description
⚠⚠⚠ PHC4140 carries two different courses in Florida, and the state's own record does not settle which is which — because its title says one thing and its description says the other. This guide covers both readings and tells you how to establish which one you are registering for.
| Reading A — Public Health Planning | Reading B — Public Health GIS |
|---|
| Backed by | the statewide TITLE, and the University of West Florida | the statewide DESCRIPTION, and the University of South Florida |
| Title used | Public Health Planning and Analysis | Introduction to Public Health Geographic Information Systems |
| What you do | Plan, implement and evaluate a public health programme; conduct a needs assessment | ⚠ Operate GIS software — buffering, layering, spatial queries; map health data |
| What you leave with | A planning and evaluation skill set | ⚠ A technical software skill |
The statewide title is Public Health Planning and Analysis. The statewide description, in full, is about something else: "an introduction to Geographic Information Systems (GIS) in healthcare and public health data analysis in the health sciences. This online course covers basic GIS operations such as buffering, layering, and spatial queries, and develops GIS skills through homework and case studies."
⚠⚠ Those are not two descriptions of one course. Programme planning is a methods-and-management subject; GIS is spatial software. A student could complete either and have almost nothing in common with a student who completed the other.
⚠⚠ Why the state record contradicts itself — the mechanism is visible
Usually when a statewide title and description disagree, one of them is simply stale and you cannot tell which. Here the description says who wrote it. It ends by noting that the course is "a required course in the proposed public health major in the Bachelor of Science in Health Sciences [BSHS] degree program" — a specific institution's degree, described while it was still being proposed.
So the likeliest history is that one carrier contributed a description of its own GIS course onto a number whose title already belonged to the planning subject, and the two were never reconciled. ⚠ That leaves the state record internally contradictory rather than merely out of date, and it is why checking the carriers is the only way through — and the carriers split, one on each side.
⚠⚠⚠ And there is a reason the GIS course had nowhere better to go
The obvious question is why an undergraduate GIS course would sit on a planning number when Florida numbers public health GIS separately. It does — and the number is graduate-only:
| Number | Statewide subject | Level |
|---|
PHC?194 | Geographic Information Systems in Public Health | ⚠⚠ GRADUATE |
PHC?140 | Public Health Planning and Analysis — this number | Upper |
PHC?142 | Public Health Planning and Evaluation | Upper |
PHC?143 | Public Health Planning | Upper |
⚠⚠⚠ Florida provides THREE upper-division planning numbers and NO undergraduate GIS number. So an institution building an undergraduate public health GIS course has nowhere exactly right to put it — and this is the result. There is no "correct" number to go looking for, and the guide will not pretend there is. What matters is that you know the number does not identify the subject.
Which version am I in? A syllabus test
| Reading A — Planning | Reading B — GIS |
|---|
| Assignments are a needs assessment, a logic model, a programme plan, an evaluation design | ⚠ Assignments are maps and spatial analyses produced in software |
| You need no software beyond a word processor | ⚠⚠ You need GIS software — ArcGIS or QGIS — and a machine that runs it |
| Reading is planning models: PRECEDE-PROCEED, MAPP, intervention mapping | Reading is GIS operations and spatial epidemiology case studies |
| Assessment is written and conceptual | Assessment is technical deliverables |
⚠ Ask before the add/drop deadline, and ask specifically about software. The GIS reading has a hardware and licensing dependency the planning reading does not, and finding that out in week three is expensive.
Learning Outcomes
Required Outcomes — Reading A (Planning)
- Apply public health principles and programme-planning theories to a defined health problem.
- Conduct a needs assessment, and account for the complex factors that shape it.
- Build a logic model linking inputs, activities, outputs and outcomes.
- Design an implementation plan with realistic resources, timeline and partners.
- Design an evaluation, distinguishing process, outcome and impact evaluation.
- Select evidence-based interventions and justify the choice for a specific population.
- Analyse case studies of national, state and local programmes and identify why they succeeded or failed.
- Account for stakeholders and community engagement in planning.
Required Outcomes — Reading B (GIS)
- Explain what a geographic information system is and what spatial data consists of.
- Perform core GIS operations — buffering, layering and spatial queries.
- Map health data accurately, with defensible classification and symbology.
- Analyse spatial patterns of disease and of access to care.
- Join health data to geographic units and handle the problems that creates.
- Work through case studies applying GIS to real public health questions.
- ⚠ Recognise the limits of spatial analysis — the ecological fallacy, and the modifiable areal unit problem.
Optional Outcomes (either reading)
- Write a grant-style programme proposal.
- Apply a named planning framework end to end on one problem.
- Produce a publication-quality map or an interactive dashboard.
- Use public health data sources — census, BRFSS, vital statistics — in their spatial form.
Major Topics
Required Topics — Reading A (Planning)
- Programme planning models — PRECEDE-PROCEED, MAPP, intervention mapping, the socio-ecological model.
- Needs assessment — data sources, community assessment, priority setting.
- Goals, objectives and logic models; writing measurable objectives.
- Evidence-based intervention selection.
- Implementation — resources, timelines, partnerships, barriers.
- Evaluation — process, outcome and impact; indicators and data collection.
- Case studies of national, state and local programmes.
- Stakeholders, community engagement and sustainability.
Required Topics — Reading B (GIS)
- GIS fundamentals — vector and raster data, coordinate systems, projections.
- Core operations — buffering, overlay and layering, spatial queries.
- Thematic mapping — choropleth maps, classification schemes, rate versus count.
- Geocoding and joining attribute data to geography.
- Spatial patterns of disease; clusters and hot spots.
- Access analysis — travel distance, service areas, provider shortage areas.
- ⚠ Interpretive pitfalls — the ecological fallacy, the modifiable areal unit problem, and small-number instability in rates.
- ⚠ Confidentiality of geocoded health data, which is a live problem rather than a formality.
Resources & Tools
- Planning reading: Planning, Implementing and Evaluating Health Promotion Programs, McKenzie, Neiger and Thackeray — the standard text; Health Program Planning and Evaluation, L. Michele Issel.
- GIS reading: GIS and Public Health, Cromley and McLafferty — the standard text for exactly this course; GIS Tutorial for Health, Kurland and Gorr.
- ⚠ Software, if you are in the GIS version: ArcGIS Pro is the industry standard and is licensed through the institution — check that a licence and a machine are available to you before the term starts. QGIS is free, open source and fully capable, and is worth installing regardless.
- ✅ Free public data you will actually use: the US Census Bureau (TIGER/Line boundary files and American Community Survey), CDC WONDER and the CDC PLACES local health estimates, County Health Rankings, and FLHealthCHARTS — ⚠ Florida's own county-level health data portal, which is the right source for any Florida-focused assignment in either version of this course.
- Healthy People 2030 for objectives and indicators; The Community Guide for evidence-based intervention evidence.
Career Pathways
- Health Education Specialists (SOC 21-1091) — ⚠ the planning reading maps directly onto this role, and onto the CHES credential, whose competencies are assessment, planning, implementation and evaluation.
- Medical and Health Services Managers (SOC 11-9111).
- Epidemiologists (SOC 19-1041) — ⚠ spatial analysis is a working epidemiological skill, and the GIS reading is genuinely useful preparation.
- Cartographers and Photogrammetrists (SOC 17-1021) and GIS Analyst roles — the GIS reading's direct destination, and these are paid better than most entry-level public health posts.
- Community Health Workers (SOC 21-1094); Social and Community Service Managers (SOC 11-9151).
- Florida context: the Florida Department of Health operates a county health department in all 67 counties, and they are the largest single employer of public health graduates in the state — doing exactly this work, planning and evaluating programmes and mapping where need is concentrated. ⚠⚠ Florida makes the GIS skill unusually marketable: hurricane and flood response, mosquito-borne disease surveillance, heat and sea-level vulnerability mapping, and rural access analysis are all live, funded, spatially-defined problems here. A public health graduate who can actually operate GIS is competing in a much smaller field than one who cannot.
Special Information
Course format and hours
3 credits and 45 contact hours; both carriers list 3 credits, and 45 follows Florida's 1:15 convention. No institution publishes a contact-hour figure anywhere in the PHC prefix, so the number is derived.
⚠ The statewide description says the course is ONLINE — that is a description of one carrier's delivery, not a property of the number, but it is worth asking about. ⚠⚠ And if you are in the GIS version, budget more than the hours suggest: learning software is slow at the start, and a spatial assignment that goes wrong goes wrong in ways a written assignment does not.
Offering Notes
Two Florida public institutions carry this number, both at 3 credits, teaching two different subjects. Neither publishes contact hours.
- University of West Florida (UWF) — Public Health Planning and Analysis, 3 credits, College of Health, Department of Public Health. "Overview of public health planning with an emphasis on the use of public health principles and theories of program planning, implementation, and evaluation. Students will gain an understanding of the complex factors that impact needs assessment. Case studies will be analyzed using examples of national, state, or local health programs and interventions." ⚠ Matches the statewide TITLE. Contains no GIS. May not be repeated.
- University of South Florida (USF) — Introduction to Public Health Geographic Information Systems, 3 credits. ⚠ Matches the statewide DESCRIPTION. USF's catalogue runs on a platform that serves its front pages but returns empty responses for course content, so USF's own course entry could not be read directly; the statewide description appears to be USF's own text, and the syllabus is the authority.
⚠⚠ Transfer — this is a number to be careful with
The statewide record classifies the course as guaranteed transfer to an institution offering the same course. ⚠⚠⚠ With two carriers teaching two different subjects, that guarantee moves credit and settles nothing about content.
- The risk runs in both directions. A student who took GIS and transfers into a programme expecting planning has a gap in its planning requirement — and vice versa. Neither transcript will show which course it was.
- ⚠⚠ Send the syllabus, and say in one sentence which course it was — "programme planning and evaluation" or "GIS and spatial analysis." That sentence is the entire fix, and nobody will ask unless prompted.
- ⚠ If you took the GIS version, keep your maps. They are the evidence of a technical skill, and they will be more persuasive to an employer than the course title would be.
Position in the curriculum
Upper division. The statewide record lists no prerequisite and neither carrier adds one. At UWF it sits within the Public Health concentration; in USF's case the statewide description identifies it as a required course in a health sciences public health major. Either version benefits from having an introductory public health course and some statistics behind it, even though neither is required.
Dual enrolment and general education
No Gordon Rule or general-education designation is recorded at either carrier. The course is marked available for dual enrolment with elective high-school credit, which is close to universal across the PHC prefix and says nothing about this course.
AI Integration
The two readings of this number meet these tools very differently, which is worth taking separately.
In the planning version: the tools are genuinely useful for drafting — logic models, objective statements, evaluation matrices and grant-style prose all have conventional structures that a model produces competently as a first pass. ⚠ But the substance of a needs assessment is local and specific — which population, which data, which barriers in this county — and generated text defaults to the generic. A plan that could apply to any community is a plan that fits none, and that is what the case-study assessment is designed to catch.
In the GIS version: the tools are strong at exactly the thing that blocks beginners — explaining an error, writing a Python or SQL expression, working out why a join failed or a projection looks wrong. ⚠ That is a legitimate and substantial help, and using it well is closer to professional practice than avoiding it. What they cannot do is decide whether your map is honest.
Where both fail, and it matters in public health specifically:
- ⚠⚠⚠ Health statistics are confidently fabricated. Ask for a county's diabetes prevalence or a programme's effect size and you will get a plausible, specific, wrong number. In a field where numbers drive funding decisions, that is the most dangerous failure available. Every figure must come from a real source — FLHealthCHARTS, CDC WONDER, the Census — and be cited.
- ⚠⚠ Neither tool nor software protects you from the ecological fallacy. A map of county rates tells you about counties, not about the people in them — and a model asked to interpret one will happily draw individual-level conclusions. The course teaches you not to; the tool does not know the difference.
- "Evidence-based" claims need checking. Generated text will assert that an intervention works. The Community Guide and the published literature are where that is settled, and an unverified effectiveness claim in a programme plan is a real professional failure, not a citation slip.
⚠⚠ One caution that belongs in every public health course: geocoded health data can identify people. An address plus a diagnosis is identifiable even when a name is not attached, and small-area health data is re-identifiable more easily than students expect. Do not put patient-level or precisely geocoded health data into any external service, and follow HIPAA and your institution's data-use agreements — which apply to coursework, not only to employment.
Academic integrity: follow your instructor's stated policy and disclose tool use. The workable standard here: every number in your assignment traces to a named source, and you can explain every analytical choice you made.