Snapshot before the quality program (relevance gates, tiered mapping, QA linter). v1 is the immutable before/after reference; evidence crawl was at ~175/3039 occupations when tagged. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
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Tasks & work activities — social work researcher
Source: O*NET 30.3, occupation 19-4061.00 (Social Science Research Assistants).
Task statements
- [Core] Prepare, manipulate, and manage extensive databases.
- [Core] Provide assistance with the preparation of project-related reports, manuscripts, and presentations.
- [Core] Perform descriptive and multivariate statistical analyses of data, using computer software.
- [Core] Verify the accuracy and validity of data entered in databases, correcting any errors.
- [Core] Prepare tables, graphs, fact sheets, and written reports summarizing research results.
- [Core] Develop and implement research quality control procedures.
- [Core] Conduct internet-based and library research.
- [Core] Present research findings to groups of people.
- [Core] Perform data entry and other clerical work as required for project completion.
- [Core] Design and create special programs for tasks such as statistical analysis and data entry and cleaning.
- [Supplemental] Obtain informed consent of research subjects or their guardians.
- [Supplemental] Edit and submit protocols and other required research documentation.
- [Supplemental] Code data in preparation for computer entry.
- [Supplemental] Provide assistance in the design of survey instruments such as questionnaires.
- [Supplemental] Screen potential subjects to determine their suitability as study participants.
- [Supplemental] Administer standardized tests to research subjects, or interview them to collect research data.
- [Supplemental] Recruit and schedule research participants.
- [Supplemental] Track research participants, and perform any necessary follow-up tasks.
- [Supplemental] Allocate and manage laboratory space and resources.
- [Supplemental] Supervise the work of survey interviewers.
- [Supplemental] Track laboratory supplies and expenses such as participant reimbursement.
- [Supplemental] Perform needs assessments or consult with clients to determine the types of research and information required.
Detailed work activities
- Administer standardized physical or psychological tests.
- Check data for recording errors.
- Code data or other information.
- Collect archival data.
- Collect information from people through observation, interviews, or surveys.
- Conduct eligibility or selection interviews.
- Conduct research on social issues.
- Confer with clients to exchange information.
- Develop methods of social or economic research.
- Develop software or applications for scientific or technical use.
- Develop technical or scientific databases.
- Manage scientific or technical project resources.
- Plan social sciences research.
- Prepare data for analysis.
- Prepare information or documentation related to legal or regulatory matters.
- Prepare scientific or technical reports or presentations.
- Record research or operational data.
- Recruit personnel.
- Schedule appointments.
- Supervise scientific or technical personnel.
- Verify accuracy of data.