Review data obtained from interview for completeness and accuracy.

“Review data obtained from interview for completeness and accuracy.” is a core task performed by Interviewers, Except Eligibility and Loan. Among the occupation's 17 rated tasks, workers place it 12th by importance (#6 most important). About 83% 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.

• Evaluate the quality or accuracy of data. in Processing Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task 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 1.00. Automation potential label: T3.

Other tasks in this occupation

• Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency. · importance 4.6
• Locate and list addresses and households. · importance 4.4
• Ensure payment for services by verifying benefits with the person's insurance provider or working out financing options. · importance 4.4
• Identify and report problems in obtaining valid data. · importance 4.4
• Perform office duties, such as telemarketing or customer service inquiries, maintaining staff records, billing patients, or receiving payments. · importance 4.3
• Compile, record, and code results or data from interview or survey, using computer or specified form. · importance 4.2
• Perform patient services, such as answering the telephone or assisting patients with financial or medical questions. · importance 4.1
• Assist individuals in filling out applications or questionnaires. · importance 4.1
• Identify and resolve inconsistencies in interviewees' responses by means of appropriate questioning or explanation. · importance 4.0
• Contact individuals to be interviewed at home, place of business, or field location, by telephone, mail, or in person. · importance 3.9
• Supervise or train other staff members. · importance 3.9
• Collect and analyze data, such as studying old records, tallying the number of outpatients entering each day or week, or participating in federal, state, or local population surveys as a Census Enumerator. · importance 3.6
• Prepare reports to provide answers in response to specific problems. · importance 3.6
• Explain survey objectives and procedures to interviewees and interpret survey questions to help interviewees' comprehension. · importance 3.6

See all tasks on the Interviewers, Except Eligibility and Loan 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
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-task-2630,
  title  = {Review data obtained from interview for completeness and accuracy.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-2630}
}