Compile and analyze data obtained from monitoring or diagnostic tests.

“Compile and analyze data obtained from monitoring or diagnostic tests.” is a core task performed by Critical Care Nurses. Among the occupation's 29 rated tasks, workers place it 24th by importance (#6 most important). About 100% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Analyze health or medical data. in Analyzing Data or Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T2.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.10% share of AI-use records mapped to this task
• 73% of that use is work-related
• Most common interaction: directive
• Average autonomy of the AI: 3.0 (1–5; higher = more autonomous)
• 94% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Working with AI vs. handing it off

Of the AI conversations mapped to this task, the split between people working alongside AI and people delegating the task to it.

How people interact with AI on this task

Other tasks in this occupation

• Evaluate patients' vital signs or laboratory data to determine emergency intervention needs. · importance 5.0
• Monitor patients for changes in status and indications of conditions such as sepsis or shock and institute appropriate interventions. · importance 4.8
• Administer medications intravenously, by injection, orally, through gastric tubes, or by other methods. · importance 4.8
• Monitor patients' fluid intake and output to detect emerging problems, such as fluid and electrolyte imbalances. · importance 4.8
• Prioritize nursing care for assigned critically ill patients, based on assessment data or identified needs. · importance 4.7
• Conduct pulmonary assessments to identify abnormal respiratory patterns or breathing sounds that indicate problems. · importance 4.7
• Assess patients' pain levels or sedation requirements. · importance 4.6
• Collaborate with other health care professionals to develop and revise treatment plans, based on identified needs and assessment data. · importance 4.6
• Document patients' medical histories and assessment findings. · importance 4.5
• Collect specimens for laboratory tests. · importance 4.5
• Set up and monitor medical equipment and devices such as cardiac monitors, mechanical ventilators and alarms, oxygen delivery devices, transducers, or pressure lines. · importance 4.4
• Administer blood and blood products, monitoring patients for signs and symptoms related to transfusion reactions. · importance 4.4
• Advocate for patients' and families' needs, or provide emotional support for patients and their families. · importance 4.4
• Assess family adaptation levels and coping skills to determine whether intervention is needed. · importance 4.2

See all tasks on the Critical Care Nurses page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-18339,
  title  = {Compile and analyze data obtained from monitoring or diagnostic tests.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-18339}
}