academic-research-skill

name	Academic Research Skill
description	Patterns for thesis writing, dissertations, research papers, literature reviews, scholarly work, and venue-specific publication drafting
applyTo	**/*paper*,**/*manuscript*,**/*journal*,**/*conference*,**/*CHI*,**/*HBR*,**/*publication*,**/*thesis*,**/*dissertation*

Academic Research Skill

Patterns for thesis writing, dissertations, research papers, literature reviews, and scholarly work.

Research Project Types

Type	Duration	Output	Review Process
Master's Thesis	1-2 years	80-150 pages	Committee defense
PhD Dissertation	3-7 years	150-300+ pages	Committee + external
Journal Article	3-12 months	5,000-10,000 words	Peer review (2-12 mo)
Conference Paper	2-6 months	4,000-8,000 words	Peer review (2-4 mo)
Literature Review	1-6 months	5,000-15,000 words	Varies
Grant Proposal	1-3 months	5-50 pages	Panel review

Thesis/Dissertation Structure

Standard Chapter Flow

1. Introduction — Problem, significance, research questions, scope
2. Literature Review — Theoretical framework, prior work, gaps
3. Methodology — Research design, data collection, analysis methods
4. Results/Findings — Present data without interpretation
5. Discussion — Interpret results, connect to literature
6. Conclusion — Summary, contributions, limitations, future work

Variations by Discipline

Discipline	Structure Variation
Sciences	Methods-heavy, often includes "Materials and Methods"
Humanities	May have multiple analysis chapters by theme
Social Sciences	Often has separate "Theoretical Framework" chapter
Engineering	May include "Implementation" and "Evaluation" chapters

Literature Review Strategies

Systematic Review Steps

1. Define research questions
2. Establish inclusion/exclusion criteria
3. Search multiple databases
4. Screen titles/abstracts
5. Full-text review
6. Data extraction
7. Quality assessment
8. Synthesis

Synthesis Approaches

Approach	When to Use
Thematic	Organize by concepts/themes across sources
Chronological	Show evolution of field over time
Methodological	Compare research approaches
Theoretical	Organize by competing frameworks
Concept Matrix	Map concepts to sources in a table

Literature Gap Types

• Empirical gap — No studies in specific context
• Theoretical gap — Theory not applied to this domain
• Methodological gap — New methods could reveal new insights
• Population gap — Understudied demographic
• Practical gap — Theory exists but not applied

Research Question Development

PICO Framework (Empirical)

• Population — Who is being studied?
• Intervention — What is being tested?
• Comparison — Against what?
• Outcome — What is measured?

FINER Criteria

Criterion	Question
Feasible	Can it be done with available resources?
Interesting	Does anyone care?
Novel	Does it add new knowledge?
Ethical	Can it be done ethically?
Relevant	Does it matter to the field?

Methodology Design

Qualitative Methods

Method	Best For	Sample Size
Interviews	Deep understanding	10-30
Focus Groups	Group dynamics	4-8 per group
Ethnography	Cultural context	1+ settings
Case Study	Detailed exploration	1-10 cases
Grounded Theory	Theory generation	Until saturation

Quantitative Methods

Method	Best For	Sample Size
Survey	Breadth, generalization	100-1000+
Experiment	Causation	Power analysis
Quasi-experiment	When randomization impossible	Varies
Secondary Analysis	Large datasets	Varies

Mixed Methods Designs

• Convergent — Qual + quant simultaneously, merge results
• Explanatory Sequential — Quant → Qual to explain findings
• Exploratory Sequential — Qual → Quant to test findings

Citation Management

Citation Styles by Discipline

Style	Discipline
APA 7	Psychology, social sciences, education
MLA 9	Humanities, literature
Chicago	History, some humanities
IEEE	Engineering, computer science
Vancouver	Medicine, biomedical
Harvard	Business, some social sciences

Citation Principles

• Cite primary sources when possible
• Acknowledge all borrowed ideas
• Cite recent and foundational works
• Balance seminal vs. contemporary
• Avoid over-relying on single sources

Committee Navigation

Advisor Relationship

• Meet regularly (weekly/biweekly)
• Come prepared with specific questions
• Document agreements in writing
• Manage expectations early
• Give drafts with enough lead time

Defense Preparation

1. Anticipate likely questions
2. Prepare 20-30 minute presentation
3. Know your limitations
4. Have backup slides for deep dives
5. Practice with friendly audience
6. Prepare for "So what?" questions

Common Committee Concerns

Concern	How to Address
"Why this topic?"	Strong motivation section
"What's your contribution?"	Explicit contributions list
"How is this valid?"	Robust methodology
"What about X?"	Acknowledge scope, future work
"How does this connect?"	Clear theoretical framework

Academic Writing Quality

Hedging Language

Strong Claim	Hedged Version
"This proves..."	"This suggests..."
"Always causes"	"May contribute to"
"Definitely shows"	"The evidence indicates"

Signal Phrases by Purpose

Purpose	Phrases
Agreement	"Consistent with...", "Similarly..."
Contrast	"In contrast...", "However..."
Extension	"Building on...", "Extending..."
Gap	"Yet to be explored...", "Remains unclear..."

Common Pitfalls

Problem	Solution
Scope creep	Define boundaries early, revisit often
Literature overwhelm	Set search limits, use concept matrix
Perfectionism	"Good enough" for drafts, perfect for final
Isolation	Join writing groups, find accountability
Imposter syndrome	Remember: you're learning, not failing

Paper Drafting & Publication

Drafting Philosophy

Writing IS thinking. You don't figure out your argument first and then write it — you figure it out BY writing it.

Messy Draft → Clarity → Structure → Polish → Submit
     ↑                                    ↓
     └────── Reviewer Feedback ───────────┘

Venue Quick Reference

Venue	Type	Word Limit	Review Time	Focus
ACM CHI	Conference	7,500 (full) / 3,000 (LBW)	3-4 months	HCI, interaction design
Harvard Business Review	Magazine	2,500-3,000	2-4 weeks	Business practice, executives
Cognitive Systems Research	Journal	8,000-12,000	3-6 months	Cognitive science, AI systems
Minds & Machines	Journal	8,000-12,000	3-6 months	Philosophy of AI, consciousness

Venue Selection

Your Research Has...	Best Venue
User study with metrics	CHI
Business implications, case study	HBR
Cognitive architecture, theory	Cognitive Systems Research
Philosophical argument about AI	Minds & Machines
Quick preliminary findings	CHI LBW or Workshop

Publication Strategy (Venue Sequencing)

1. Trade publication → immediate visibility
2. arXiv pre-print → establish priority
3. Workshop paper → academic credibility
4. Journal/conference → peer-reviewed validation

Writing Principles

• Precision over flair; evidence for claims
• Active voice preferred; define terms on first use
• Structure arguments via CARS model (territory → niche → contribution)
• Acknowledge limitations honestly, early

Responding to Reviews

Feedback	Response Strategy
"Missing related work"	Add citations, explain positioning
"Claims not supported"	Add evidence or soften claims
"Unclear methodology"	Expand description
"Limited evaluation"	Add studies or acknowledge

Synapses

High-Strength Connections

• [bootstrap-learning] (High, Uses, Forward) — "Knowledge acquisition methodology"

Medium-Strength Connections

• [knowledge-synthesis] (Medium, Uses, Forward) — "Literature synthesis patterns"
• [root-cause-analysis] (Medium, Applies, Forward) — "Research problem analysis"

Supporting Connections

• [cognitive-load] (Low, Considers, Forward) — "Information chunking in writing"
• [meditation] (Low, Supports, Forward) — "Knowledge consolidation after research sessions"