Research & Data

Draft data governance policies, data dictionaries, and classification frameworks for institutional data management. TRIGGER when user needs to create or update data governance documentation for their institution.

Create narrative descriptions and interpretations of data visualizations for institutional reports and presentations. TRIGGER when user needs to write about charts, dashboards, or data displays for non-technical audiences.

Write faculty research profiles, bio sketches, and expertise summaries for websites and grant applications. TRIGGER when user needs to create or update a faculty member's research bio or professional profile.

Write institutional research reports including enrollment trends, retention analysis, and peer comparison studies. TRIGGER when user needs to produce a formal IR report for institutional stakeholders or accreditation.

Draft IRB protocols for human subjects research including study descriptions, consent forms, and risk assessments. TRIGGER when user needs to prepare or revise an IRB submission for human subjects research.

Help researchers structure and write literature reviews with systematic search strategies and synthesis frameworks. TRIGGER when user needs to organize, synthesize, or write a literature review for a research project or publication.

Help researchers draft point-by-point responses to peer reviewer comments for journal manuscript revisions. TRIGGER when user needs to respond to reviewer feedback on a journal article submission.

Design academic research poster content with structured sections and visual hierarchy for conference presentations. TRIGGER when user needs to create or revise content for an academic research poster.

Guide researchers through statistical test selection, assumption checking, and APA-format reporting. TRIGGER when user needs help choosing, running, interpreting, or reporting statistical analyses.

Design survey instruments for institutional research with question design, response scales, and validity frameworks. TRIGGER when user needs to create, revise, or evaluate a survey for data collection in higher education.