How likely is AI to replace Recreational Therapists?

Published research puts Recreational Therapists at 19 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.

Do researchers agree on the risk for Recreational Therapists?

Only partly. Individual estimates for Recreational Therapists run from 6 to 36 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.

Which healthcare roles face similar AI exposure?

The closest published healthcare roles to Recreational Therapists by score are Acupuncturists (19/100), Art Therapists (19/100), and Diagnostic Medical Sonographers (19/100). Each has its own page with the research behind its number.

Occupation baseline · Research consensus

Will AI replace Recreational Therapists?

Lower risk

Baseline AI displacement risk for Recreational Therapists, aggregated from 5 research sources.

What this score means

Recreational Therapists is among the least exposed roles in Healthcare. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 19 out of 100 it scores 3 points below the Healthcare average of 22. Across the 5 sources behind this baseline, individual estimates run from 6 to 36, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Recreational Therapists, most central first.

01Instruct patient in activities and techniques, such as sports, dance, music, art, or relaxation techniques, designed to meet their specific physical or psychological needs.
02Conduct therapy sessions to improve patients' mental and physical well-being.
03Plan, organize, direct, and participate in treatment programs and activities to facilitate patients' rehabilitation, help them integrate into the community, and prevent further medical problems.
04Observe, analyze, and record patients' participation, reactions, and progress during treatment sessions, modifying treatment programs as needed.
05Develop treatment plan to meet needs of patient, based on needs assessment, patient interests, and objectives of therapy.
06Obtain information from medical records, medical staff, family members and the patients, themselves, to assess patients' capabilities, needs and interests.
07Confer with members of treatment team to plan and evaluate therapy programs.
08Counsel and encourage patients to develop leisure activities.
09Encourage clients with special needs and circumstances to acquire new skills and get involved in health-promoting leisure activities, such as sports, games, arts and crafts, and gardening.
10Prepare and submit reports and charts to treatment team to reflect patients' reactions and evidence of progress or regression.
11Develop discharge plans for patients.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 5 research sources that scored Recreational Therapists for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Recreational Therapists?: Published research puts Recreational Therapists at 19 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Recreational Therapists?: Only partly. Individual estimates for Recreational Therapists run from 6 to 36 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which healthcare roles face similar AI exposure?: The closest published healthcare roles to Recreational Therapists by score are Acupuncturists (19/100), Art Therapists (19/100), and Diagnostic Medical Sonographers (19/100). Each has its own page with the research behind its number.

Also covers

Activities Coordinator · Activities Therapist · Activity Therapist · Adventure Therapist · Certified Recreational Therapist · Certified Therapeutic Recreation Specialist (CTRS) · Creative Arts Therapist · Dance Therapist and related titles

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.