academic-writing

## Systematic literature search
 
### Database selection by field
- **Multidisciplinary**: Web of Science, Scopus, Google Scholar
- **Social Sciences**: JSTOR, ProQuest, SSRN
- **Communication**: Communication Abstracts, ComAbstracts
- **Health**: PubMed, MEDLINE, CINAHL
- **Education**: ERIC
- **Business**: Business Source Complete
 
### Search strategy template
1. **Identify key concepts** from research question
2. **Generate synonyms** for each concept
3. **Combine with Boolean operators**
 
Example for: "social media political polarization"
 
Concept 1: social media
- OR: Twitter, Facebook, Instagram, "social networking sites",
      "online platforms", "digital media"
 
Concept 2: political
- OR: partisan, ideological, electoral, civic
 
Concept 3: polarization
- OR: division, extremism, "attitude change", radicalization
 
Combined search:
(Twitter OR Facebook OR "social media" OR "social networking")
AND (political OR partisan OR ideological)
AND (polarization OR division OR extremism)
 
### Inclusion/exclusion criteria
Document your criteria:
- Publication date range: [X to present]
- Languages: [English only / multiple]
- Publication types: [Peer-reviewed only / include preprints]
- Geographic scope: [Global / specific countries]
- Methodologies: [All / specific approaches]
 
### Managing your search
- Save searches to re-run later
- Export results to reference manager
- Track number of results at each stage
- Document date of each search

# Zotero/reference manager integration patterns
 
# For automated citation workflows
CITATION_STYLES = {
    'apa7': 'American Psychological Association 7th edition',
    'mla9': 'Modern Language Association 9th edition',
    'chicago': 'Chicago Manual of Style 17th edition',
    'harvard': 'Harvard Reference format',
    'ieee': 'IEEE',
    'vancouver': 'Vancouver (medicine)',
}
 
# BibTeX entry template
BIBTEX_ARTICLE = """
@article{{{citekey},
    author = {{{author}}},
    title = {{{title}}},
    journal = {{{journal}}},
    year = {{{year}}},
    volume = {{{volume}}},
    number = {{{number}}},
    pages = {{{pages}}},
    doi = {{{doi}}}
}}
"""
 
# Common citation patterns by context
CITATION_CONTEXTS = {
    'introducing_concept': "According to Author (Year), ...",
    'supporting_claim': "Research has shown that X (Author, Year; Author, Year).",
    'contrasting': "While Author (Year) argues X, Author (Year) contends Y.",
    'methodology_reference': "Following the method developed by Author (Year), ...",
    'direct_quote': 'Author (Year) states that "exact quote" (p. X).',
}

## Standard research paper sections
 
### Abstract (150-300 words typically)
- Background (1-2 sentences)
- Purpose/objective (1 sentence)
- Methods (2-3 sentences)
- Results (2-3 sentences)
- Conclusions (1-2 sentences)
 
### Introduction
**Funnel structure:**
1. Broad context - Why does this topic matter?
2. Narrow focus - What's the specific problem?
3. Gap identification - What don't we know?
4. Research question/hypothesis - What will you investigate?
5. Contribution preview - Why does this study matter?
 
### Literature Review
**Organize thematically, not chronologically:**
1. Theme 1: Key findings, debates, gaps
2. Theme 2: Key findings, debates, gaps
3. Theme 3: Key findings, debates, gaps
4. Synthesis: How themes connect to your study
 
### Methods
**The reproducibility test:** Could another researcher replicate your study from this section alone?
 
Include:
- Participants/sample (who, how selected, N)
- Materials/measures (what instruments, their validity)
- Procedure (step-by-step what happened)
- Analysis approach (statistical tests, qualitative methods)
- Ethical considerations (IRB, consent)
 
### Results
**Report, don't interpret:**
- Present findings systematically
- Use tables/figures for complex data
- Report effect sizes, not just p-values
- Address each research question/hypothesis
 
### Discussion
**Reverse funnel structure:**
1. Summary of key findings
2. Interpretation in context of literature
3. Theoretical implications
4. Practical implications
5. Limitations
6. Future research directions
7. Conclusion

## Writing conventions
 
### Voice and tense
| Section | Tense | Example |
|---------|-------|---------|
| Abstract | Past (methods/results), Present (conclusions) | "We found... This suggests..." |
| Introduction | Present (established knowledge) | "Research shows..." |
| Methods | Past | "Participants completed..." |
| Results | Past | "Analysis revealed..." |
| Discussion | Present + Past | "These findings indicate... We found..." |
 
### Hedging language
Appropriate hedging (avoiding overclaiming):
- "This suggests that..." (not "This proves that...")
- "may be related to" (not "causes")
- "Results indicate..." (not "Results demonstrate conclusively...")
- "One possible explanation..." (not "The explanation...")
 
### Transition words by function
**Addition:** furthermore, moreover, additionally, in addition
**Contrast:** however, nevertheless, conversely, in contrast
**Cause/effect:** therefore, consequently, as a result, thus
**Example:** for instance, specifically, to illustrate
**Sequence:** first, subsequently, finally, meanwhile
**Summary:** in summary, overall, in conclusion
 
### Paragraphs
Each paragraph should:
1. Begin with a topic sentence
2. Contain one main idea
3. Include supporting evidence
4. Connect to adjacent paragraphs
5. Average 100-200 words (varies by field)

## Issues to avoid
 
### Wordiness
❌ "It is important to note that the results demonstrate..."
✅ "Results demonstrate..."
 
❌ "In order to investigate..."
✅ "To investigate..."
 
❌ "A total of 50 participants..."
✅ "Fifty participants..."
 
### Weak verbs
❌ "The study was conducted by the researchers"
✅ "The researchers conducted the study"
 
❌ "There was a significant difference found"
✅ "We found a significant difference"
 
### Vague language
❌ "Several studies have shown..."
✅ "Three studies (Author, Year; Author, Year; Author, Year) showed..."
 
❌ "The results were significant"
✅ "The results were statistically significant (p < .05, d = 0.45)"
 
### Unnecessary jargon
- Define technical terms on first use
- Use simpler words when equally precise
- Consider your audience's expertise level
 
### Citation problems
❌ Citing secondary sources without noting
✅ "(Author, Year, as cited in Author, Year)"
 
❌ String citations without synthesis
✅ Group citations that make the same point; distinguish those that differ

## Response letter template
 
Dear Editor and Reviewers,
 
Thank you for the thoughtful feedback on our manuscript titled "[Title]"
(Manuscript ID: [Number]). We have carefully considered all comments and
revised the manuscript accordingly. Below, we provide point-by-point
responses to each comment.
 
---
 
## Reviewer 1
 
### Comment 1.1
[Quote or paraphrase the reviewer's comment]
 
**Response:**
[Your response explaining what you did]
 
**Changes made:**
[Quote the specific changes with page/line numbers]
"New text here..." (p. X, lines XX-XX)
 
### Comment 1.2
[Continue for each comment]
 
---
 
## Reviewer 2
[Same format]
 
---
 
We believe these revisions have substantially strengthened the manuscript
and hope you will find it suitable for publication in [Journal Name].
 
Sincerely,
[Authors]

## Types of reviewer feedback
 
### Must address
- Methodological concerns
- Missing literature
- Unclear writing
- Logical gaps in argument
- Statistical errors
 
### Negotiate carefully
- Requests for additional analyses
- Suggestions to restructure
- Disagreements on interpretation
 
### Pushback appropriately
- Requests outside scope
- Misunderstandings of your argument
- Contradictory advice from reviewers
 
### Response strategies
**Agreement:** "We thank the reviewer for this suggestion. We have [action]."
**Partial agreement:** "We appreciate this point. While [acknowledge validity], we [explain your approach]. However, we have [partial accommodation]."
**Respectful disagreement:** "We thank the reviewer for raising this issue. We have considered this carefully; however, [explanation]. We hope the reviewer will find this reasoning persuasive."

## Standard grant components
 
### Specific aims (1 page)
**Opening paragraph:** What's the problem? Why does it matter?
**Gap statement:** What's missing from current understanding?
**Long-term goal:** Your research program vision
**Objective:** What this specific project will accomplish
**Central hypothesis:** Your testable prediction
**Aims:** 2-4 specific, achievable objectives
**Impact statement:** Why funding this matters
 
### Significance (2-3 pages)
- Importance of the problem
- Gaps in current knowledge
- How your work advances the field
- Potential impact if successful
 
### Innovation (1 page)
- What's new about your approach?
- Conceptual innovation
- Methodological innovation
- Technical innovation
 
### Approach (6-12 pages)
For each aim:
- Rationale
- Preliminary data (if any)
- Research design
- Methods
- Expected outcomes
- Potential problems and alternatives
- Timeline
 
### Broader impacts
- Training opportunities
- Dissemination plans
- Benefits to society
- Diversity and inclusion

## Budget categories
 
### Personnel
- PI salary and effort (% time)
- Co-investigators
- Postdocs (salary + benefits)
- Graduate students (stipend + tuition + benefits)
- Undergraduate researchers
- Technical staff
 
### Equipment
- Items over $5,000 (check sponsor threshold)
- Justify necessity for project
 
### Supplies
- Lab consumables
- Software licenses
- Participant payments
 
### Travel
- Conference presentations
- Data collection sites
- Collaborator visits
 
### Other direct costs
- Publication costs
- Participant incentives
- Transcription services
- Equipment maintenance
 
### Indirect costs (F&A, facilities and administrative)
- Each institution negotiates an F&A rate with its cognizant federal agency.
- The rate applies to **modified total direct costs (MTDC)**, not raw total
  direct costs, exclude equipment >$5K, tuition, participant support,
  subaward portions over $25K, and a few other categories per the
  institution's negotiated agreement.
- R1 universities commonly negotiate 55-70% of MTDC; smaller institutions
  often run lower. Always confirm the current rate with your sponsored
  programs office before budgeting.

## Evaluating journals
 
### Quality indicators
- Impact factor (use cautiously)
- Acceptance rate
- Review time
- Time to publication
- Reputation in your field
- Indexing (Web of Science, Scopus)
 
### Fit indicators
- Scope alignment
- Audience match
- Article type (empirical, theoretical, review)
- Open access route (see below)
 
### Open access routes
- **Gold OA**, published OA in a fully OA journal; usually requires an
  Article Processing Charge (APC), often $1,000-$3,000+.
- **Green OA**, closed-access journal but author self-archives an
  accepted manuscript in a repository (institutional, arXiv, etc.) under
  the publisher's allowed embargo.
- **Diamond / Platinum OA**, fully OA journal with no APC; supported
  by a sponsor (society, university, consortium). Increasingly common
  in social sciences and humanities.
- **Hybrid**, a closed-access journal that lets individual articles
  go OA for an APC. Note: hybrid is *excluded* from Plan S compliance
  and from many funder OA mandates, verify before paying an APC.
- **Bronze**, free to read but no formal OA license; the publisher
  can revoke access. Treat as not-actually-OA for compliance purposes.
 
### Funder mandates (US + Europe, as of 2026)
- **OSTP Nelson Memo (US)**, federally-funded research must be made
  immediately publicly accessible upon publication, with no embargo.
  Implementation deadline was **end of 2025**, so as of 2026 this is
  in effect for all major US federal funders (NIH, NSF, DOE, NASA, etc.).
- **Plan S (cOAlition S)**, European funders (Wellcome, UKRI, ANR,
  many others) require immediate Gold or Diamond OA, or Green OA
  with no embargo and a CC-BY license. Hybrid is not compliant.
- Verify the funder's most recent policy before submission, accepted
  routes shift, and some funders cap APCs.
 
### Red flags (predatory journals)
- Aggressive email solicitation
- Rapid "peer review" (days)
- Unclear editorial board
- Not indexed in major databases
- "Pay to publish" with no clear OA model
- Poor website quality
 
### Resources for vetting journals + ethics
- **Think. Check. Submit.** (thinkchecksubmit.org), checklist for legitimacy.
- **DOAJ** (Directory of Open Access Journals), vetted OA-journal index.
- **Journal Citation Reports**, paid Web of Science product for impact factor.
- **Cabells Predatory Reports**, subscription-based replacement for the
  original Beall's List, which was taken down in 2017 (only stale mirrors
  remain, don't rely on them as a current source of truth).
- **Retraction Watch Database**, searchable record of retractions and
  publisher misconduct; useful for vetting authors and journals.
- **COPE** (Committee on Publication Ethics, publicationethics.org),
  authoritative guidelines for editors and authors on ethics and integrity.
- **ICMJE** (International Committee of Medical Journal Editors,
  icmje.org/recommendations), defines authorship criteria, conflict-of-
  interest disclosure, and reporting standards used across many fields.

Dear Dr. [Editor's name],
 
We are pleased to submit our manuscript titled "[Full title]" for
consideration as a [article type] in [Journal Name].
 
**Summary (2-3 sentences):**
[What you did and what you found]
 
**Significance (2-3 sentences):**
[Why this matters for the journal's readership]
 
**Fit statement:**
[Why this journal specifically]
 
**Declarations:**
- This manuscript is original and not under consideration elsewhere
- All authors have approved the submission
- [Conflict of interest statement]
- [Funding acknowledgment]
 
**Suggested reviewers (if requested):**
1. [Name, affiliation, email] - Expert in [relevant area]
2. [Name, affiliation, email] - Expert in [relevant area]
3. [Name, affiliation, email] - Expert in [relevant area]
 
**Reviewers to exclude (if any):**
[Name] - [Brief, professional reason]
 
We look forward to your response.
 
Sincerely,
[Corresponding author name]
[Title, affiliation]
[Contact information]

## Before starting research
 
### Human subjects
- [ ] IRB/ethics board approval obtained
- [ ] Informed consent procedures established
- [ ] Vulnerable populations identified and protected
- [ ] Privacy and confidentiality measures in place
- [ ] Data security plan established
- [ ] Risk/benefit ratio acceptable
 
### Data management
- [ ] Data management plan created
- [ ] Secure storage arranged
- [ ] Sharing/archiving plans documented
- [ ] Retention period determined
- [ ] Destruction procedures established
 
### Authorship
- [ ] Contribution criteria discussed (use ICMJE definition: substantial
      contribution + drafting/revising + final approval + accountability)
- [ ] Author order agreed upon
- [ ] All contributors will meet authorship criteria
- [ ] Acknowledgments planned for non-author contributors
- [ ] **CRediT taxonomy** (credit.niso.org) roles assigned for each
      author, most major journals now require or recommend CRediT,
      which has 14 standardized contributor roles (Conceptualization,
      Methodology, Software, Validation, Formal analysis, Investigation,
      Resources, Data curation, Writing - original draft, Writing -
      review & editing, Visualization, Supervision, Project administration,
      Funding acquisition).
 
### Conflicts of interest
- [ ] Financial conflicts identified
- [ ] Non-financial conflicts identified
- [ ] Disclosure plan established
 
### Reproducibility
- [ ] Analysis plan pre-registered on **OSF** (osf.io) or **AsPredicted**
      (aspredicted.org) before data collection, distinguishes
      confirmatory from exploratory analyses and protects against
      HARKing. Check whether the target journal accepts **Registered
      Reports** (peer review of the design *before* data collection,
      with in-principle acceptance regardless of results), this format
      now exists at 350+ journals across psychology, biomedical, and
      social sciences as of 2026.
- [ ] Code will be shared (consider a GitHub release + Zenodo DOI for
      versioned, citable code archives)
- [ ] Data will be shared (FAIR principles; institutional repository,
      Dryad, Figshare, or domain-specific repository as appropriate)
- [ ] Materials will be shared

## Types of misconduct
 
### Fabrication
- Making up data or results
- Never acceptable under any circumstances
 
### Falsification
- Manipulating data, equipment, or processes
- Selectively omitting data to change conclusions
- Image manipulation beyond acceptable adjustment
 
### Plagiarism
- Using others' words without attribution
- Self-plagiarism (reusing own published work without acknowledgment)
- Paraphrasing too closely
 
### Other questionable practices
- P-hacking (running multiple analyses until significant)
- HARKing (hypothesizing after results known)
- Salami slicing (fragmenting one study into many papers)
- Gift/ghost authorship
- Selective reporting of results

## Sustainable academic writing
 
### Daily writing practice
- Write at same time daily (habit formation)
- Start with minimum viable goal (e.g., 30 minutes)
- Track progress (word counts, time)
- Protect writing time from meetings/email
 
### Managing large projects
1. Break into smallest possible tasks
2. Set deadlines for each component
3. Schedule regular writing blocks
4. Build in buffer time
5. Get feedback early and often
 
### Overcoming blocks
- Start with easiest section
- Write a "shitty first draft" (Anne Lamott)
- Use placeholders for citations/data
- Talk through ideas with colleague
- Change environment
- Return to outline/structure