الممرضون المسجلون
الرعاية الصحيةالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: '26.08
مرتفع· نسبي
منخفضأربع فئات نسبيةمرتفع جدًاقيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
أربع فئات نسبية (منخفض / متوسط / مرتفع / مرتفع جدًا)
831 مهنة تفصيلية في جدول توقعات التوظيف لدى BLS. وتُسند القيمة على مستوى رمز مصفوفة التوظيف الوطنية (NEM)، فالمهن التي تشترك في الرمز نفسه تأخذ النطاق نفسه
- مصدر البيانات: Anthropicتاريخ النشر: '26.03
0.059
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: '25
0.25
0.09نطاق القيم المعروضة هنا0.70قيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
مؤشر التعرّض للذكاء الاصطناعي التوليدي، 0–1 كما نُشر
وحدة التصنيف ISCO-08 — تأخذ كل المهن ذات الرمز نفسه هذه القيمة
محسوب من قِبل هذا الموقع وليس منشورًا من منظمة العمل الدولية: من بين 1,012 مهنة يربطها هذا الموقع بمجموعة بيانات المنظمة، تبلغ نسبة التي تساوي هذه القيمة أو تتجاوزها 77%.
ما نوع القيمة التي ينشرها هذا المصدر
فئة BLS رتبة نسبية لا مستوى مطلق، وليست قياسًا مباشرًا: فهي تجمع الرتب المئينية للمهنة في عدة دراسات منشورة في أربع فئات. وهي ليست توقّعًا للتوظيف أو الأجور، ولا احتمالًا للتبني، ولا تفرّق بين الأتمتة والتعزيز.
Task-level exposure
المهام ذات التعرض فقط| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Direct or provide home health services.29-1141 | 0.094428.4 | 0.01116.3 |
Educate patients and family members about mental health and medical conditions, preventive health measures, medications, or treatment plans.29-1141 | 0.065119.6 | 0.00955.4 |
Teach patient education programs that include information required to make informed health care and treatment decisions.29-1141 | 0.02607.8 | —0 |
Prepare reports to document patients' care activities.29-1141 | 0.01584.8 | 0.00784.4 |
Present clients with information required to make informed health care and treatment decisions.29-1141 | 0.01324.0 | 0.00472.7 |
Design patient education programs that include information required to make informed health care and treatment decisions.29-1141 | 0.01193.6 | 0.00261.5 |
Interpret diagnostic or laboratory tests such as electrocardiograms (EKGs) and renal functioning tests.29-1141 | 0.01053.2 | 0.00231.3 |
Compile and analyze data obtained from monitoring or diagnostic tests.29-1141 | 0.01023.1 | 0.099056.2 |
Teach classes in mental health topics such as stress reduction.29-1141 | 0.00922.8 | 0.00191.1 |
Assist patients in organizing their health care system activities.29-1141 | 0.00802.4 | 0.00844.8 |
| Not observed on any surface — 100 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Maintain accurate, detailed reports and records. | —0 | —0 |
Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans. | —0 | —0 |
Monitor all aspects of patient care, including diet and physical activity. | —0 | —0 |
Direct or supervise less-skilled nursing or healthcare personnel or supervise a particular unit. | —0 | —0 |
Prepare patients for and assist with examinations or treatments. | —0 | —0 |
Assess the needs of individuals, families, or communities, including assessment of individuals' home or work environments, to identify potential health or safety problems. | —0 | —0 |
Prepare rooms, sterile instruments, equipment, or supplies and ensure that stock of supplies is maintained. | —0 | —0 |
Refer students or patients to specialized health resources or community agencies furnishing assistance. | —0 | —0 |
Consult with institutions or associations regarding issues or concerns relevant to the practice and profession of nursing. | —0 | —0 |
Administer medications to patients and monitor patients for reactions or side effects. | —0 | —0 |
Observe nurses and visit patients to ensure proper nursing care. | —0 | —0 |
Inform physician of patient's condition during anesthesia. | —0 | —0 |
Administer local, inhalation, intravenous, or other anesthetics. | —0 | —0 |
Provide health care, first aid, immunizations, or assistance in convalescence or rehabilitation in locations such as schools, hospitals, or industry. | —0 | —0 |
Perform physical examinations, make tentative diagnoses, and treat patients en route to hospitals or at disaster site triage centers. | —0 | —0 |
Conduct specified laboratory tests. | —0 | —0 |
Hand items to surgeons during operations. | —0 | —0 |
Prescribe or recommend drugs, medical devices, or other forms of treatment, such as physical therapy, inhalation therapy, or related therapeutic procedures. | —0 | —0 |
Direct or coordinate infection control programs, advising or consulting with specified personnel about necessary precautions. | —0 | —0 |
Perform administrative or managerial functions, such as taking responsibility for a unit's staff, budget, planning, or long-range goals. | —0 | —0 |
Provide or arrange for training or instruction of auxiliary personnel or students. | —0 | —0 |
Work with individuals, groups, or families to plan or implement programs designed to improve the overall health of communities. | —0 | —0 |
Engage in research activities related to nursing. | —0 | —0 |
Diagnose acute or chronic conditions that could result in rapid physiological deterioration or life-threatening instability. | —0 | —0 |
Distinguish between normal and abnormal developmental and age-related physiological and behavioral changes in acute, critical, and chronic illness. | —0 | —0 |
Manage patients' pain relief and sedation by providing pharmacologic and non-pharmacologic interventions, monitoring patients' responses, and changing care plans accordingly. | —0 | —0 |
Perform emergency medical procedures, such as basic cardiac life support (BLS), advanced cardiac life support (ACLS), and other condition stabilizing interventions. | —0 | —0 |
Assess urgent and emergent health conditions using both physiologically and technologically derived data. | —0 | —0 |
Assess the impact of illnesses or injuries on patients' health, function, growth, development, nutrition, sleep, rest, quality of life, or family, social and educational relationships. | —0 | —0 |
Collaborate with members of multidisciplinary health care teams to plan, manage, or assess patient treatments. | —0 | —0 |
Set up, operate, or monitor invasive equipment and devices such as colostomy or tracheotomy equipment, mechanical ventilators, catheters, gastrointestinal tubes, and central lines. | —0 | —0 |
Obtain specimens or samples for laboratory work. | —0 | —0 |
Participate in patients' care meetings and conferences. | —0 | —0 |
Refer patients for specialty consultations or treatments. | —0 | —0 |
Administer blood and blood product transfusions or intravenous infusions, monitoring patients for adverse reactions. | —0 | —0 |
Assess the needs of patients' family members or caregivers. | —0 | —0 |
Collaborate with patients to plan for future health care needs or to coordinate transitions and referrals. | —0 | —0 |
Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in acute care. | —0 | —0 |
Participate in the development of practice protocols. | —0 | —0 |
Perform administrative duties that facilitate admission, transfer, or discharge of patients. | —0 | —0 |
Analyze the indications, contraindications, risk complications, and cost-benefit tradeoffs of therapeutic interventions. | —0 | —0 |
Adjust settings on patients' assistive devices such as temporary pacemakers. | —0 | —0 |
Order, perform, or interpret the results of diagnostic tests and screening procedures based on assessment results, differential diagnoses, and knowledge about age, gender and health status of clients. | —0 | —0 |
Prescribe medications and observe patients' reactions, modifying prescriptions as needed. | —0 | —0 |
Participate in activities aimed at professional growth and development including conferences or continuing education activities. | —0 | —0 |
Monitor the use and status of medical and pharmaceutical supplies. | —0 | —0 |
Develop, implement, or evaluate programs such as outreach activities, community mental health programs, and crisis situation response activities. | —0 | —0 |
Write prescriptions for psychotropic medications as allowed by state regulations and collaborative practice agreements. | —0 | —0 |
Refer patients requiring more specialized or complex treatment to psychiatrists, primary care physicians, or other medical specialists. | —0 | —0 |
Participate in treatment team conferences regarding diagnosis or treatment of difficult cases. | —0 | —0 |
Distinguish between physiologically and psychologically based disorders and diagnose appropriately. | —0 | —0 |
Consult with psychiatrists or other professionals when unusual or complex cases are encountered. | —0 | —0 |
Collaborate with interdisciplinary team members, including psychiatrists, psychologists, or nursing staff, to develop, implement, or evaluate treatment plans. | —0 | —0 |
Administer medications including those administered by injection. | —0 | —0 |
Diagnose psychiatric disorders and mental health conditions. | —0 | —0 |
Conduct individual, group, or family psychotherapy for those with chronic or acute mental disorders. | —0 | —0 |
Provide routine physical health screenings to detect or monitor problems such as heart disease and diabetes. | —0 | —0 |
Identify patients' age-specific needs and alter care plans as necessary to meet those needs. | —0 | —0 |
Provide post-mortem care. | —0 | —0 |
Evaluate patients' vital signs or laboratory data to determine emergency intervention needs. | —0 | —0 |
Perform approved therapeutic or diagnostic procedures based upon patients' clinical status. | —0 | —0 |
Administer blood and blood products, monitoring patients for signs and symptoms related to transfusion reactions. | —0 | —0 |
Administer medications intravenously, by injection, orally, through gastric tubes, or by other methods. | —0 | —0 |
Advocate for patients' and families' needs, or provide emotional support for patients and their families. | —0 | —0 |
Set up and monitor medical equipment and devices such as cardiac monitors, mechanical ventilators and alarms, oxygen delivery devices, transducers, or pressure lines. | —0 | —0 |
Monitor patients' fluid intake and output to detect emerging problems such as fluid and electrolyte imbalances. | —0 | —0 |
Monitor patients for changes in status and indications of conditions such as sepsis or shock and institute appropriate interventions. | —0 | —0 |
Assess patients' pain levels or sedation requirements. | —0 | —0 |
Collect specimens for laboratory tests. | —0 | —0 |
Conduct pulmonary assessments to identify abnormal respiratory patterns or breathing sounds that indicate problems. | —0 | —0 |
Document patients' treatment plans, interventions, outcomes, or plan revisions. | —0 | —0 |
Identify patients who are at risk of complications due to nutritional status. | —0 | —0 |
Prioritize nursing care for assigned critically ill patients, based on assessment data or identified needs. | —0 | —0 |
Assist physicians with procedures such as bronchoscopy, endoscopy, endotracheal intubation, or elective cardioversion. | —0 | —0 |
Ensure that equipment or devices are properly stored after use. | —0 | —0 |
Identify malfunctioning equipment or devices. | —0 | —0 |
Assess family adaptation levels and coping skills to determine whether intervention is needed. | —0 | —0 |
Coordinate patient care conferences. | —0 | —0 |
Participate in professional organizations and continuing education to improve practice knowledge and skills. | —0 | —0 |
Participate in the development, review, or evaluation of nursing practice protocols. | —0 | —0 |
Plan, provide, or evaluate educational programs for nursing staff, interdisciplinary health care team members, or community members. | —0 | —0 |
Supervise and monitor unit nursing staff. | —0 | —0 |
Coordinate or conduct educational programs or in-service training sessions on topics such as clinical procedures. | —0 | —0 |
Observe, interview, and assess patients to identify care needs. | —0 | —0 |
Provide specialized direct and indirect care to inpatients and outpatients within a designated specialty such as obstetrics, neurology, oncology, or neonatal care. | —0 | —0 |
Maintain departmental policies, procedures, objectives, or infection control standards. | —0 | —0 |
Collaborate with other health care professionals and service providers to ensure optimal patient care. | —0 | —0 |
Develop nursing service philosophies, goals, policies, priorities, or procedures. | —0 | —0 |
Develop, implement, or evaluate standards of nursing practice in specialty area such as pediatrics, acute care, and geriatrics. | —0 | —0 |
Develop or assist others in development of care and treatment plans. | —0 | —0 |
Instruct nursing staff in areas such as the assessment, development, implementation and evaluation of disability, illness, management, technology, or resources. | —0 | —0 |
Direct or supervise nursing care staff in the provision of patient therapy. | —0 | —0 |
Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in nursing. | —0 | —0 |
Participate in clinical research projects such as by reviewing protocols, reviewing patient records, monitoring compliance, and meeting with regulatory authorities. | —0 | —0 |
Perform discharge planning for patients. | —0 | —0 |
Write nursing orders. | —0 | —0 |
Design evaluation programs regarding the quality and effectiveness of nursing practice or organizational systems. | —0 | —0 |
Lead nursing department implementation of, or compliance with, regulatory or accreditation processes. | —0 | —0 |
Chair nursing departments or committees. | —0 | —0 |
Provide direct care by performing comprehensive health assessments, developing differential diagnoses, conducting specialized tests, or prescribing medications or treatments. | —0 | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Maintain accurate, detailed reports and records.O*NET Task ID 1839 | 1.0 |
Monitor, record, and report symptoms or changes in patients' conditions.O*NET Task ID 1840 | 0.5 |
Record patients' medical information and vital signs.O*NET Task ID 1841 | 0.5 |
Modify patient treatment plans as indicated by patients' responses and conditions.O*NET Task ID 1842 | 0.5 |
Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans.O*NET Task ID 1843 | 0.5 |
Order, interpret, and evaluate diagnostic tests to identify and assess patient's condition.O*NET Task ID 1844 | 0.5 |
Monitor all aspects of patient care, including diet and physical activity.O*NET Task ID 1845 | 0.5 |
Assess the needs of individuals, families, or communities, including assessment of individuals' home or work environments, to identify potential health or safety problems.O*NET Task ID 1849 | 0.5 |
Instruct individuals, families, or other groups on topics such as health education, disease prevention, or childbirth and develop health improvement programs.O*NET Task ID 1850 | 0.5 |
Prescribe or recommend drugs, medical devices, or other forms of treatment, such as physical therapy, inhalation therapy, or related therapeutic procedures.O*NET Task ID 1859 | 0.5 |
Direct or supervise less-skilled nursing or healthcare personnel or supervise a particular unit.O*NET Task ID 1846 | 0.0 |
Prepare patients for and assist with examinations or treatments.O*NET Task ID 1847 | 0.0 |
Observe nurses and visit patients to ensure proper nursing care.O*NET Task ID 1848 | 0.0 |
Prepare rooms, sterile instruments, equipment, or supplies and ensure that stock of supplies is maintained.O*NET Task ID 1851 | 0.0 |
Inform physician of patient's condition during anesthesia.O*NET Task ID 1852 | 0.0 |
Administer local, inhalation, intravenous, or other anesthetics.O*NET Task ID 1854 | 0.0 |
Provide health care, first aid, immunizations, or assistance in convalescence or rehabilitation in locations such as schools, hospitals, or industry.O*NET Task ID 1855 | 0.0 |
Perform physical examinations, make tentative diagnoses, and treat patients en route to hospitals or at disaster site triage centers.O*NET Task ID 1856 | 0.0 |
Conduct specified laboratory tests.O*NET Task ID 1857 | 0.0 |
Administer medications to patients and monitor patients for reactions or side effects.O*NET Task ID 20413 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
Occupation information
تغيّرات حديثة تخصّ هذه المهنة
أبريل 2026: Healthcare posted record Q1 high at 23,520 cuts. AI diagnostic tools, automated admin workflows, and scheduling AI changing the equation. AI was #1 March cut reason overall.
[المصدر: Challenger March 2026]أبريل 2026: OpenAI workplace report (Apr 2026): Healthcare ranks among the lowest-adoption industries due to patient-data and HIPAA constraints, not because clinicians wouldn't benefit. Documentation assistance is the leading edge; direct clinical-workflow integration remains blocked.
[المصدر: OpenAI — ChatGPT Usage and Adoption Patterns at Work (April 2026)]أبريل 2026: Registered nurses flagged as insulated; physical and relational necessity (bedside care, calming patients) sits outside what AI can substitute.
[المصدر: OpenAI Jobs Transition Framework, April 2026]