Conduct research to increase knowledge about medical issues
Most of the output can be produced by software today.
An agent can find, read and summarise the sources this work depends on, and it can cover far more of them than a person would ever open. What it does not do is decide which sources deserve trust, or what the findings mean for your situation.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Research and retrieval work |
| Jobs that do it | 37 occupations |
| Tool categories that apply | Web, data and docs, Generalist agents |
| O*NET activity | Getting Information (4.A.1.a.1) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 37 occupations that perform it.
- Conduct research on neuropsychological disorders.
- Collect data regarding potential hazards from new equipment or products linked to green practices.
- Plan, conduct, and evaluate dietary, nutritional, and epidemiological research.
- Conduct research in occupational therapy.
- Conduct or support research and apply research findings to practice.
- Conduct or direct research on speech or hearing topics and report findings for use in developing procedures, technologies, or treatments.
- Plan or conduct exercise physiology research projects.
- Conduct, or assist in the conduct of, music therapy research.
- Research diseases to which animals could be susceptible.
- Engage in research activities related to nursing.
- Participate in clinical research projects, such as by reviewing protocols, reviewing patient records, monitoring compliance, and meeting with regulatory authorities.
- Conduct clinical research on topics such as maternal or infant health care, contraceptive methods, breastfeeding, and gynecological care.
- Conduct or direct research on hearing or balance topics and report findings to help in the development of procedures, technology, or treatments.
- Conduct medical research to aid in controlling and curing disease, to investigate new medications, and to develop and test new medical techniques.
- Conduct research to develop or test medications, treatments, or procedures that prevent or control disease or injury.
- Conduct clinical or basic research.
- Conduct research to develop or test medications, treatments, or procedures to prevent or control disease or injury.
- Participate in neuroscience research activities.
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 research and retrieval work, and what it costs.
Research is the one shape of work that needs no integration at all, so a single $20 assistant with browsing is the whole stack. Add a crawler only once you are pulling hundreds of pages on a schedule rather than reading a few.
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
37 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Allergists and Immunologists
- Anesthesiologists
- Athletic Trainers
- Audiologists
- Cardiologists
- Clinical Nurse Specialists
- Dermatologists
- Dietetic Technicians
- Dietitians and Nutritionists
- Exercise Physiologists
- General Internal Medicine Physicians
- Genetic Counselors
- Medical and Clinical Laboratory Technicians
- Medical Dosimetrists
- Midwives
- Music Therapists
- Neurodiagnostic Technologists
- Neurologists
- Neuropsychologists
- Nurse Midwives
- Obstetricians and Gynecologists
- Occupational Health and Safety Technicians
- Occupational Therapists
- Ophthalmologists, Except Pediatric
- Orthopedic Surgeons, Except Pediatric
- Orthoptists
- Orthotists and Prosthetists
- Pediatric Surgeons
- Pediatricians, General
- Physical Therapists
- Physicians, Pathologists
- Preventive Medicine Physicians
- Psychiatrists
- Registered Nurses
- Speech-Language Pathologists
- Sports Medicine Physicians
- Veterinarians
Work that goes with it
O*NET groups these under “Research healthcare issues”. In practice they tend to be done by the same person, in the same sitting.
| Activity | Jobs |
|---|---|
| Collect information about community health needs | 4 |
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.