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Summarize open science and reproducible research workflows: preregistration, data management plans, version control, computational notebooks, containers, CI for analyses, FAIR principles, and transparent reporting; include a minimal checklist and tool suggestions.
## Open‑Science & Reproducible‑Research Workflow – at a... |
Create a faculty retention strategy: analyze exit data, career progression frameworks, compensation benchmarking, mentorship programs, workload equity audits, recognition initiatives, and policy reform roadmap.
## Faculty Retention Strategy
**Goal:** Increase 5‑year faculty retention by ≥ 15 % within three years whil... |
Design a thesis defense preparation plan: committee expectations, presentation storyboard, data validation checks, anticipated questions, rehearsal schedule, logistics, and post-defense revisions.
Below is a **complete, modular thesis‑defense‑preparation plan** that you can copy‑paste into a project‑management tool (e.... |
Create a graduate admissions interview rubric: competencies, behavioral questions, scoring guidance, interviewer training, bias mitigation, note-taking standards, and decision calibration meetings.
# Graduate Admissions Interview Rubric
*A Structured, Bias‑Aware Tool for Consistent, Evidence‑Based Decision‑Making*
... |
Create an academic grant proposal blueprint: specific aims, significance, innovation, approach/rigor, timeline/milestones, budget/justification, risk mitigation, evaluation, and data sharing; include reviewer criteria and common pitfalls.
# Academic Grant Proposal Blueprint
*(A modular template you can adapt to most ... |
Write concise lecture notes on linear regression: assumptions, estimation, diagnostics, interpretation, extensions, and common pitfalls. Include derivations, examples, and short exercises with solutions.
**Linear Regression – Concise Lecture Notes**
*(Assumptions, Estimation, Diagnostics, Interpretation, Extensions, ... |
Design a graduate seminar syllabus: theme selection, reading load balance, student-led discussions, formative/summative assessments, participation rubric, inclusive practices, academic integrity, and feedback loops.
**Graduate Seminar Syllabus Design**
*(A flexible template that can be adapted to any discipline – e.g... |
Design a graduate student success roadmap: orientation goals, advisor alignment, research milestones, coursework planning, funding and professional development, wellbeing resources, and annual reviews.
## Graduate‑Student Success Roadmap
*A flexible, 5‑year template that can be compressed for a 2‑year master’s or exp... |
Design a tenure-track portfolio: teaching dossier components, research statement structure, service narrative, diversity statement, external letter prep, evaluation metrics, and annual review planning.
## A Practical Blueprint for a Tenure‑Track Portfolio
Below is a “road‑map‑style” guide you can adapt to the expect... |
Help me design an interdisciplinary capstone course: set learning outcomes, assemble faculty mentors, integrate research/industry partners, scaffold milestones, assess teamwork, and capture reflective portfolios.
## Interdisciplinary Capstone Course Blueprint
*(15‑week semester, 3‑credit, senior‑level or graduate‑lev... |
Design a faculty development seminar series: define instructional goals, curate cross-disciplinary topics, mix delivery formats, recruit facilitators, build assessment rubrics, and embed continuous improvement feedback loops.
**Faculty Development Seminar Series – “Cross‑Campus Catalyst”**
*(A flexible, semester‑long... |
Draft a departmental faculty hiring process: needs assessment, inclusive job ads, structured interviews, rubric scoring, visits agenda, and decision debrief.
**Departmental Faculty Hiring Process – Draft**
*(Designed for a typical research‑intensive university department; can be adapted for teaching‑focused or interd... |
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