Methodology in Applied Behavior Analysis in Health Science

Course Description

Methodology in Applied Behavior Analysis in Health Science further develops knowledge of measurement, experimental design, and ethics. Students learn the knowledge and skills to precisely observe, measure, and design basic assessments and evaluations in multiple applications within the health context, from leadership and management to individual clinical practice.

Within the SCNS taxonomy, HSC is the Health Sciences prefix. The University of West Florida publishes this at 3 semester hours through the College of Health. It is offered at approximately 2 Florida institutions.

⚠⚠ The statewide inventory calls this number "Behavior Modification in Health Coaching"; UWF publishes it as methodology in applied behaviour analysis. Both concern behaviour change in health, and UWF's is substantially more technical — measurement and single-subject experimental design rather than coaching practice. Carry a syllabus.

⚠ This is the second course of UWF's ABA sequence, requiring HSC3102.

What distinguishes behaviour analytic methodology is single-subject design, and it is a genuinely different research logic from the group-comparison approach taught in most health research courses. The participant serves as their own control, and the evidence is a change in a repeatedly measured behaviour when a condition is introduced and withdrawn — which is why the graphs matter so much and why visual analysis rather than a significance test is the standard.

Note the breadth UWF names: from leadership and management to individual clinical practice. Organisational behaviour management is a real and under-known application of this methodology.

⚠ The contact-hour figure is derived — the University of West Florida publishes none

UWF's catalog publishes a credit value in semester hours, the college and department, prerequisites where they exist, and a description. It does not publish contact hours or terms of offering for any course. Every contact-hour value in a UWF guide in this repository is derived. The figure here applies the standard lecture convention of 15 contact hours per credit, giving 45 hours for a 3-semester-hour course. ⚠ Note what UWF does NOT publish anywhere in the HSC prefix: no fee notices on this entry, no "permission is required" marking, and no co-requisite blocks — which distinguishes it sharply from UWF's clinical health prefixes. Confirm the offering pattern with the department.

Learning Outcomes

Required Outcomes

• Define target behaviours in precise, observable, measurable terms.
• Select measurement systems appropriate to a behaviour and setting.
• Apply frequency, duration, latency, and interval recording.
• Describe the trade-offs of discontinuous measurement.
• Collect reliable data and calculate inter-observer agreement.
• Describe threats to measurement validity including observer drift and reactivity.
• Graph behavioural data to convention and interpret it visually.
• Apply visual analysis criteria: level, trend, variability, overlap.
• Describe the logic of single-subject experimental design.
• Describe reversal and withdrawal designs and their limits.
• Describe multiple baseline designs and when they are required.
• Describe changing criterion and alternating treatments designs.
• Select an appropriate design for a stated question and setting.
• Describe internal validity threats in single-subject research.
• Describe social validity and how it is assessed.
• Describe generalisation and maintenance planning.
• Design a basic assessment or evaluation in a health context.
• Describe organisational behaviour management applications.
• Apply the BACB ethics code to design and practice decisions.
• Critique a published single-subject study.

Optional Outcomes

• Relate the material to a Florida county using local data.
• Describe how the topic maps onto NCHEC Areas of Responsibility.
• Evaluate a current research paper in the topic area.
• Describe emerging developments likely to affect practice.
• Apply the material to your own intended career route.

Major Topics

Required Topics

• Operational definition of target behaviour
• Measurement system selection
• Frequency, duration, latency, interval recording
• Discontinuous measurement trade-offs
• Data collection and inter-observer agreement
• Observer drift and reactivity
• Graphing to convention
• Visual analysis: level, trend, variability, overlap
• Single-subject design logic
• Reversal and withdrawal designs
• Multiple baseline designs
• Changing criterion and alternating treatments
• Design selection
• Internal validity threats
• Social validity
• Generalisation and maintenance
• Assessment design in health contexts
• Organisational behaviour management
• Ethics in design and practice
• Critiquing published research

Optional Topics

• Florida county-level application
• NCHEC Areas of Responsibility mapping
• Current research
• Emerging developments
• Career application

Resources & Tools

• Cooper, Heron and Heward, Applied Behavior Analysis — the field's standard text, universally referred to as "the white book".
• BACB (bacb.com) — free; the ethics code, task list, and certification requirements. ⚠ Read the certification requirements early, since they determine which coursework counts.
• The Journal of Applied Behavior Analysis — many articles are freely available; it is unusually readable for a research journal because single-subject designs are shown graphically.
• Autistic self-advocacy writing on ABA — free and widely available; engage with it directly rather than through summaries.
• Florida CHARTS (flhealthcharts.gov) — free; county-level health data for every Florida county.
• NCHEC (nchec.org) — free; the CHES Areas of Responsibility and eligibility requirements.
• CDC (cdc.gov) — free; surveillance data and guidance.

Career Pathways

• Health education specialists — SOC 21-1091; the direct destination, and the role CHES certification exists for.
• Community health workers — SOC 21-1094.
• Florida county health departments and the Florida Department of Health — the largest public employer of this training in the state, and the route into outbreak response, chronic disease programmes, and community assessment.
• Hospital and health system community-benefit roles — AdventHealth, Orlando Health, BayCare, Baptist Health, and in UWF's own region Baptist Health Care and Ascension Sacred Heart in Pensacola. ⚠ Non-profit hospitals are federally required to conduct community health needs assessments, which is directly this skill set.
• Worksite wellness and employee health programmes — a substantial private-sector route, including Florida's large hospitality and tourism employers.
• Non-profit and community organisations — American Heart Association, American Cancer Society, and local coalitions.
• Health insurers and managed care — member health and disease management programmes.
• School health education — ⚠ teaching health in Florida K-12 schools requires state teacher certification, which a health science degree alone does not provide. Plan the education route deliberately if this is the goal.
• Graduate pathways — MPH, health administration, physician assistant, and clinical programmes; this prefix is a common pre-health undergraduate route.
• ⚠ An honest note on entry-level work. Health education roles frequently start as grant-funded positions with fixed terms, and continuation depends on the grant rather than on performance. That is normal in the field and worth knowing before the first job rather than after it.

Special Information

⚠⚠ The credential this degree points at: CHES

• The Certified Health Education Specialist (CHES) credential, awarded by NCHEC, is the standard professional certification for health education graduates — the health-education counterpart of NCLEX for nursing or ASCP certification for laboratory science.
• ⚠ Eligibility is based on coursework rather than on a specific degree title. A candidate must hold a bachelor's degree and show a required number of semester hours addressing NCHEC's Areas of Responsibility. Which courses count is determined by content, so keep syllabi and catalog descriptions — they are the evidence.
• The Areas of Responsibility map closely onto this prefix: assessment of needs and capacity, planning, implementation, evaluation and research, advocacy, communication, and leadership and management. Most HSC courses are addressing one of them deliberately.
• ⚠⚠ Check eligibility before your final year, not after graduating. If a required area is not covered by your plan, it is far easier to add a course than to remediate afterwards.
• MCHES is the advanced credential, requiring experience beyond the entry-level certification.
• ⚠ Public health has a parallel route: the CPH credential from the National Board of Public Health Examiners, generally aimed at those with public health degrees. Health education and public health are related and are not the same field — see the note on that distinction below.

⚠⚠ Health education and public health are related fields, not interchangeable ones

• This matters here because the statewide inventory and UWF name these courses differently in ways that cross the boundary — the queue title for HSC3032, for instance, is "Foundations of Public Health" while UWF publishes "Foundations in Health Education."
• Public health is the broader field, encompassing epidemiology, biostatistics, environmental health, policy and management, and health behaviour. Health education and promotion is one of its components, focused on behaviour change, programme planning, and community capacity.
• ⚠ The credentials differ — CHES for health education, CPH for public health — and the graduate routes differ too: an MPH is the standard public health qualification, while health education has its own master's pathways.
• ⚠⚠ Do not assume a course satisfies a requirement written against the other field's name. Carry a syllabus, and check with the receiving programme or the credentialing body rather than matching on a title.

⚠⚠ Behaviour analysis carries a formal ethics code, and the field is actively contested

• The Behavior Analyst Certification Board publishes an enforceable ethics code, and practitioners are accountable to it. It is not advisory.
• ⚠⚠ Consent and assent are central. Behaviour change procedures are frequently applied to people who cannot easily refuse — children, people with intellectual or developmental disability, patients in institutions. That asymmetry of power is the ethical core of the field, and a course that treats it as procedure rather than substance is teaching it badly.
• ⚠ Restrictive and aversive procedures are constrained by the code, by law, and by professional consensus, and the least restrictive effective alternative is the standard.
• ⚠⚠ Autistic self-advocates have raised substantive criticisms of ABA as historically practised — particularly around compliance-focused goals, suppression of harmless behaviour such as stimming, and reported long-term harm. These criticisms are part of the field's current debate rather than external noise, and a student entering this area should engage with them directly rather than encountering them later.
• Goal selection is where the ethics actually lives. Whether a behaviour should be changed at all — and who benefits from changing it — is a prior question to how to change it.
• Certification is a defined route. BCaBA and BCBA credentials require specified coursework from an approved sequence, supervised fieldwork, and an examination — ⚠ confirm with the department whether these courses form part of a verified course sequence, because that determines whether they count toward certification.

⚠⚠ Health data invites causal error, and this is the field where it does damage

• Association is not causation, and most population health data is observational.
• ⚠ Confounding by socioeconomic position is pervasive. An analysis that attributes an outcome to a behaviour without accounting for income, education, housing and access usually ends up blaming the affected population for a structural problem.
• ⚠⚠ The ecological fallacy is the specific trap — inferring something about individuals from a group-level pattern. Two things being common in the same county does not mean the same people have both.
• Statistical significance is not practical importance. A large dataset detects differences too small to act on.
• ⚠ Health information is a crowded and unreliable environment. Distinguishing evidence from advocacy, and both from marketing, is a core professional skill rather than a classroom exercise.

⚠⚠ Social determinants dominate outcomes, and the field has to say so

• Medical care is a modest contributor to population health outcomes compared with income, housing, education, food security and environment. That finding is robust and is inconvenient for a system organised around treatment.
• ⚠⚠ An intervention that ignores determinants fails and then blames the participant. "Non-adherence" is frequently a description of a barrier the programme did not assess — transport, cost, working hours, childcare, literacy, or trust.
• ⚠ Florida is a Medicaid non-expansion state, which leaves a documented coverage gap for adults earning too much for Medicaid and too little for subsidies. Anyone working in community health here meets that gap constantly, and knowing the real referral routes — federally qualified health centres, free clinics, county health departments — is practical knowledge.
• Health disparities in Florida are documented and specific, and vary sharply by county, race and rurality. Florida CHARTS makes this visible at county level and is the natural starting point.
• ⚠ Cultural humility beats cultural competence as a working stance — asking the person in front of you rather than applying a group characteristic.

Course format and position in the curriculum

• Lecture and discussion; assessment normally combines examination with applied written work.
• ⚠ No permission marking and no co-requisite is published for this course — HSC is a lighter-touch prefix than UWF's clinical health prefixes, and enrolment is not gated on cohort admission.
• UWF publishes no contact hours or terms of offering for any course. Confirm the offering pattern with the department.

How Florida course levels affect transfer

The first digit of an SCNS number denotes the year of offering, not transferability. Courses at the 1000 and 2000 levels transfer transparently between Florida public institutions, and 3000 to 4000 is unproblematic since both are upper division. The boundary that actually matters is 2000 to 3000, where lower-division credit generally cannot satisfy an upper-division requirement. ⚠ For health sciences there is an additional consideration: CHES eligibility is assessed on course content against NCHEC's Areas of Responsibility, not on course titles or numbers — so keep syllabi and catalog descriptions for every health course you take, because they are the evidence a credentialing body will want.

HSC4720 is 3 semester hours at the University of West Florida.