Research Notes

Research Notes contain work in progress: a question being clarified, evidence being reviewed, a field observation being documented, a design assumption being examined, or an interpretation being revised.

They are not automatically scientific papers and are not assumed to be peer reviewed. A strong note should make its status, evidence level, alternative explanations, and uncertainty visible.

Each note remains canonical here because Research Note describes its epistemic and editorial status. Project and subject indexes provide additional discovery without moving or duplicating the page.

Building, Product Design & Learning Technology

What Should Vocora Measure as Learning? — Separates practice activity, current performance, and longer-term retention, and defines what Vocora should and should not call learning.
Retrieval Practice in Vocora — Reviews what retrieval practice can support, what it does not prove, and how the mechanism is currently used in Vocora.
Spaced Practice and the Leitner System — Distinguishes the general spacing effect from the practical but not yet optimized schedule used by Vocora.
Ethical Gamification in Vocora — Defines autonomy, motivation, privacy, and evidence guardrails for goals, streaks, progress feedback, and sharing.

These notes are also discoverable in All Writing and, when connected to the project, Vocora Publications & Notes.

Human Learning, Leadership & Transformation

یادگیرنده واقعاً به چه چیزی متعهد است؟ تعهد به‌مثابه بافتار یادگیری — فارسی · What Are Learners Actually Committed To? Commitment as a Context for Learning — English — A field-based inquiry into how the object of a learner’s commitment may organize attention, resource seeking, persistence, and project-based learning.
آیا آگاهی می‌تواند آغازگر تحول باشد؟ چهار مشاهدهٔ میدانی از یادگیری، راهبری و کوچینگ — فارسی · Can Awareness Initiate Transformation? Four Field Observations from Learning, Leadership, and Coaching — English — A practice-based field inquiry into whether repeated, nonjudgmental awareness of mental and behavioral patterns may help people recognize automaticity, recover choice, and begin changing from within.
قانون هب و شکل‌گیری تداعی‌ها — A cautious conceptual note on Hebbian learning, association, and the limits of using one neural principle to explain emotion or behavior.
هنر و روابط پنهان یک گروه — فارسی · Art and a Group’s Hidden Dynamics — English — A research note on how art can surface unspoken conflict, fear of judgment, power relations, and recurring interaction patterns inside groups.
پروتکل ژورنال‌نویسی — A source-based note on expressive writing, narrative construction, difficult experiences, emotion regulation, and claims made for the Pennebaker journaling protocol.
What Remains When the Course Ends? — A ten-day exploratory observation on whether leadership learning remains available across changing work and life contexts.

These notes are also collected in Research Publications.

Common Note Types

Open Question

A concise statement of an active question, why it matters, what is currently known, and what would be a useful next step.

Field Note

A structured account of a real setting such as a class, coaching relationship, organization, facilitated group, or product. It must distinguish direct observation, participant self-report, and the author’s interpretation.

Literature Review

A review of published evidence that identifies the population, task, comparison, outcome, limitations, and the distance between the source finding and the current practical setting.

Design Note

A record of a project or program decision, the assumptions behind it, alternatives considered, and how the decision could be evaluated.

Recommended Structure

Question and status
Why it matters
Setting, source, or material reviewed
Direct observation or published evidence
Participant self-report, when applicable
Current interpretation
Alternative explanations
Implications for practice or a project
Limitations, privacy, and uncertainty
Open questions and next step
References