Design public or employee health programs
Most of the output can be produced by software today.
Producing the draft is the single thing current models are best at, and it needs no integration at all: a prompt and a couple of reference documents are enough. A person still edits it and takes responsibility for what goes out.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Drafting and content production |
| Jobs that do it | 13 occupations |
| Tool categories that apply | Generalist agents, Builders |
| O*NET activity | Thinking Creatively (4.A.2.b.2) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 13 occupations that perform it.
- Develop or maintain hygiene programs, such as noise surveys, continuous atmosphere monitoring, ventilation surveys, or asbestos management plans.
- Confer with schools, state authorities, or community groups to develop health standards or programs.
- Plan, organize, or maintain dental health programs.
- Develop policies for food service or nutritional programs to assist in health promotion and disease control.
- Plan, organize, and conduct occupational therapy programs in hospital, institutional, or community settings to help rehabilitate persons with disabilities because of illness, injury or psychological or developmental problems.
- Participate in community or community agency activities or help to formulate public policy.
- Instruct individuals, families, or other groups on topics such as health education, disease prevention, or childbirth and develop health improvement programs.
- Develop, implement, or evaluate programs such as outreach activities, community mental health programs, and crisis situation response activities.
- Plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness.
- Plan, implement, or administer health programs in hospitals, businesses, or communities for prevention and treatment of injuries or illnesses.
- Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.
- Design, implement, or evaluate health service delivery systems to improve the health of targeted populations.
- Develop or maintain medical monitoring programs for employees.
- Develop and participate in health promotion programs, group activities, or discussions to promote client health, facilitate social adjustment, alleviate stress, and prevent physical or mental disability.
- Work with individuals, groups, or families to plan or implement programs designed to improve the overall health of communities.
- Coordinate or integrate the resources of health care institutions, social service agencies, public safety workers, or other organizations to improve community health.
What we would actually use
One recommendation rather than a shortlist, because a shortlist is just your problem handed back. This is what we would buy for drafting and content production, and what it costs.
Drafting needs no tools, no integration and no platform. One $20 assistant and two reference documents beat any agent builder here, and every extra thing in this stack is cost with nothing behind it.
Chosen for the cheapest thing that does the job, not the best funded. Nothing on this site is sponsored, and the full landscape is there when you want to disagree with us.
The rest of the category
Context, not alternatives to weigh up. We name the layer rather than promise a named product does your specific task.
Generalist agents
Matched from the kind of work, not from vendor marketing. Check any of them can reach the system your records actually live in — that connection, not the model, is where these projects stall.
How people actually do it
No workflow names this activity yet, but these automate the same kind of work, with the prompts to paste and what to keep for yourself.
Who does this work
13 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Advanced Practice Psychiatric Nurses
- Dentists, General
- Dietitians and Nutritionists
- Family Medicine Physicians
- General Internal Medicine Physicians
- Obstetricians and Gynecologists
- Occupational Health and Safety Specialists
- Occupational Health and Safety Technicians
- Occupational Therapists
- Pediatricians, General
- Physical Therapists
- Preventive Medicine Physicians
- Registered Nurses
Work that goes with it
O*NET groups these under “Develop public or community health programs”. In practice they tend to be done by the same person, in the same sitting.
| Activity | Jobs |
|---|---|
| Plan programs to address community health issues | 7 |
| Plan programs to address community mental wellness needs | 3 |
Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.