Rapid Research Sprint — 1‑Week Protocol

What this sprint does and when to use it

This one‑week Rapid Research Sprint helps small teams quickly gather and synthesize existing knowledge and fresh qualitative findings to inform time‑sensitive discovery decisions (go/no‑go, scope, pilot design, procurement, or policy). It balances speed with transparency: the goal is credible, documented insights you can act on or iterate, not a definitive systematic review.

Primary outcomes

• A focused research brief (2–4 pages) summarizing key findings, confidence levels, uncertainties, and recommended next experiments or pilots.
• 1–3 validated hypotheses or opportunity statements with supporting evidence.
• A rapid evidence log and rating (transparently documenting search scope, inclusions, and limitations).

When not to use this

Do not substitute this sprint for rigorous primary research when regulatory, safety, high‑stakes clinical, or critical legal evidence is required. Use it to shape hypotheses and near‑term decisions; plan follow‑up rigorous research where needed.

Team roles & time commitment

Typical small sprint team (2–5 people):

• Lead facilitator / PI (half day + daily check‑ins): aligns scope, decisions, and deliverables.
• Researcher(s) (full days): run searches, recruit, conduct interviews/observations, and extract evidence.
• Analyst/synthesizer (Days 2–5): organizes findings, codes, and prepares the brief (may be same as a researcher).
• Note‑taker / ops (part days): coordinates logistics, consent, and records transcripts or artifacts.

Before Day 0 (preparation)

• Clarify the decision this sprint will inform and the minimum viable deliverable.
• Select a focused question(s) or hypothesis (PICO‑style where useful: Population, Intervention, Comparison, Outcome).
• Prepare instruments: interview guide, consent script, evidence extraction template, and rapid evidence rating rubric (templates included).
• Identify recruitment sources and primary search sources (databases, internal data, prior reports, competitors, public studies).

Protocol — day by day

Day 0: Align outcomes and instruments (2–4 hours)

• Kickoff: confirm the sprint question and the decision makers' acceptance criteria for the deliverable.
• Agree inclusion/exclusion rules for both literature and user sampling (time windows, geography, populations, study types).
• Finalize interview guide and consent script. Assign roles and logistics for Days 1–5.

Day 1: Recruit and kickoff data collection

• Begin recruitment (internal users, customers, stakeholders, or experts). Prioritize rapid access — convenience and variety over perfect sampling.
• Start targeted literature and document searches (internal reports, known studies, preprints, high‑quality blogs, vendor docs).
• Hold a short team sync to review early hits and adjust scope.

Day 2–3: Interviews / observations and concurrent analysis

• Conduct ~4–8 short interviews or observations (30–45 minutes preferred). Use the interview guide focusing on decision‑relevant outcomes.
• Perform concurrent rapid analysis: post‑interview debriefs, capture quotes, map observed patterns onto the research question.
• Continue evidence extraction from documents: capture citation, key claim, evidence strength, and relevance using the extraction template.

Day 4: Synthesis and hypothesis generation

• Convene a synthesis workshop (2–4 hours). Use a synthesis board template to cluster findings, contradictions, and gaps.
• Apply the rapid evidence rating rubric to major claims (High / Moderate / Low confidence) and document why.
• Generate 1–3 prioritized hypotheses or opportunity statements with suggested experiments and metrics.

Day 5: Brief and recommended experiments

• Draft the research brief: decision summary, evidence highlights, confidence levels, recommended next steps, and known limitations.
• Review with stakeholders, incorporate feedback, and finalize an action plan for pilots, procurement, or follow‑up research.
• Archive the evidence log, interview notes, and templates so future teams can reuse and build on them.

Included templates

• Consent script (short, plain language)
• Interview guide (30–45 minute format with probes)
• Synthesis board template (clustering + hypothesis canvas)
• Rapid evidence extraction template (citation, claim, relevance, confidence)
• Rapid evidence rating rubric (criteria and examples)
• Research brief template (executive summary + evidence table)

Rapid evidence rating rubric — quick guidance

Rate each major claim on three dimensions: Source quality (study design, peer review), Directness (how directly it answers your question), and Consistency (agreement across sources). Combine to form a High / Moderate / Low confidence label and capture the reasoning in one sentence.

Ethics, transparency, and common pitfalls

• Always obtain consent for interviews and record the consent decision.
• Document search strategies and inclusion rules to avoid selective citation bias.
• Beware overgeneralizing from small, convenience samples — use confidence labels and state limitations clearly.
• Prefer transparency: include the evidence log with the brief so decision makers can inspect the source material.

Optional extensions & follow‑up

If uncertainty remains, consider a targeted 2‑week follow‑up to expand sampling, run rapid quantitative checks, or commission a focused systematic review for high‑stakes decisions.

Practical tools & tips

• Keep interviews focused on decision relevance: current behavior, constraints, and outcomes that matter to the decision.
• Use time‑boxed analysis cycles to avoid analysis paralysis (e.g., 30–60 minute mini‑syntheses after every 3 interviews).
• Archive everything in a shared folder with clear filenames and the evidence extraction template attached to each item.

Deliverables checklist

1. Final research brief (2–4 pages)
2. Evidence log + extraction sheets
3. Interview notes/transcripts and consent records
4. Synthesis board artifacts and hypothesis statements
5. Recommended experiments or next research steps with owners and timelines

Use this sprint as a disciplined, transparent shortcut: it should accelerate learning and reduce uncertainty while signaling what remains unknown. If you'd like, this protocol can be packaged into an interactive sprint kit (recruitment form, synthesis board, evidence rating form) so teams can run, capture, and reuse sprints consistently across your organization.