AI exposure: Medical Transcriptionists
Transcribe medical reports recorded by physicians and other healthcare practitioners using various electronic devices, covering office visits, emergency room visits, diagnostic imaging studies, operations, chart reviews, and final summaries. Transcribe dictated reports and translate abbreviations into fully understandable form. Edit as necessary and return reports in either printed or electronic form for review and signature, or correction.
Reading this score
computed39.8% of this occupation's weighted task load is exposed, which puts Medical Transcriptionists at the 70th percentile of 923 occupations. The capability is largely there. Its average task scores 3.1 out of 4 on what a current system can produce, and the frictions that hold other jobs in place are comparatively weak here.
What holds the line here is accountability. Across this occupation's 15 tasks it averages 2.47 out of 3, the highest of the five friction dimensions. In plain terms, someone licensed has to sign the work. Capability and permission are different things. Where a statute or a professional body requires a named, liable human to approve the output, the work can be drafted by a machine and still require the person.
The most exposed thing this job does is Receive patients, schedule appointments, and maintain patient records, at 66.7%. The least is Decide which information should be included or excluded in reports, at 35.0%. A gap of 31.7% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within healthcare support occupations, this one is more exposed than most. The median across the 19 roles in the group is 11.4%, and only 0 of them score higher than this. Occupational families are not uniform, and the spread inside them is often wider than the gap between them.
What would move this score. Of 15 tasks, 7 are currently banded exposed, 8 assisted and 0 untouched. For that distribution to shift materially would take a change in who is permitted to sign the work, which is a question for regulators rather than for engineers. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Task by task
15 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Receive patients, schedule appointments, and maintain patient records. | 66.7% | 33.3% | 0.0% | 4.52 | exposed |
| Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes. | 60.0% | 40.0% | 0.0% | 4.62 | exposed |
| Perform a variety of clerical and office tasks, such as handling incoming and outgoing mail, completing and submitting insurance claims, typing, filing, or operating office machines. | 42.5% | 32.5% | 25.0% | 4.32 | exposed |
| Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians. | 40.0% | 35.0% | 25.0% | 4.54 | exposed |
| Take dictation using shorthand, a stenotype machine, or headsets and transcribing machines. | 40.0% | 35.0% | 25.0% | 4.47 | exposed |
| Receive and screen telephone calls and visitors. | 40.0% | 35.0% | 25.0% | 4.20 | exposed |
| Answer inquiries concerning the progress of medical cases, within the limits of confidentiality laws. | 40.0% | 35.0% | 25.0% | 4.41 | exposed |
| Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records. | 35.0% | 40.0% | 25.0% | 4.88 | assisted |
| Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material. | 35.0% | 40.0% | 25.0% | 4.76 | assisted |
| Identify mistakes in reports and check with doctors to obtain the correct information. | 35.0% | 40.0% | 25.0% | 4.75 | assisted |
| Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology. | 35.0% | 40.0% | 25.0% | 4.73 | assisted |
| Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries. | 35.0% | 40.0% | 25.0% | 4.65 | assisted |
| Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine. | 35.0% | 40.0% | 25.0% | 4.62 | assisted |
| Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records. | 35.0% | 40.0% | 25.0% | 4.61 | assisted |
| Decide which information should be included or excluded in reports. | 35.0% | 40.0% | 25.0% | 4.31 | assisted |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 3.13 | 0-4 |
| Embodiment | 0.23 | 0-3 |
| Presence | 0.33 | 0-3 |
| Accountability | 2.47 | 0-3 |
| Context | 1.97 | 0-3 |
| Verification cost | 2.30 | 0-3 |
What this means in practice
Where most of a role's weighted task load is exposed, the work that survives is usually the part of the job nobody wrote into the job description: deciding what should be produced rather than producing it, and being answerable for the result. The tasks lowest on this page are a better guide to where to spend your time than any general advice about the future of work.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.