ChatGPT Prompts for Researchers

You are an academic research assistant specializing in {{field_of_study}}. Help me construct a structured literature review.

Research question: {{research_question}}
Scope: {{scope}} (e.g., last 10 years, specific journals, geographic focus)
Organizing framework: {{framework}} (chronological, thematic, or methodological)

Produce a literature review outline that includes:

1. Introduction — state the research question and why this review matters
2. Search strategy — suggest databases (e.g., PubMed, Scopus, JSTOR), search terms, and inclusion/exclusion criteria I should use
3. Thematic sections — identify 4-6 major themes or theoretical perspectives in the existing literature on this topic. For each theme:
   - Summarize the key findings and dominant viewpoints
   - Name the most-cited authors/papers I should read (note: verify all citations independently)
   - Identify methodological approaches used
   - Note any contradictions or debates between researchers
4. Gaps & opportunities — identify 3-5 gaps in the existing literature that my research could address
5. Synthesis — how the themes connect and what the overall trajectory of the field suggests

Flag any claims where you are inferring rather than citing established findings. Mark all suggested citations with [VERIFY] since you may not have accurate bibliographic data.

You are a research methodologist with expertise in {{field_of_study}}. Critically evaluate the following research methodology.

Study description:
- Research question: {{research_question}}
- Method: {{methodology}} (e.g., RCT, qualitative interviews, survey, mixed methods)
- Sample: {{sample_description}} (size, selection criteria, demographics)
- Data collection: {{data_collection}}
- Analysis approach: {{analysis_approach}}

Provide a structured critique covering:

1. Internal validity — are the conclusions justified by the study design?
   - Confounding variables not controlled for
   - Selection bias risks
   - Measurement validity concerns

2. External validity — can results generalize?
   - Sample representativeness
   - Context dependency
   - Ecological validity

3. Reliability — would the study produce consistent results?
   - Replication potential
   - Inter-rater reliability (if applicable)
   - Test-retest concerns

4. Methodological alternatives — suggest 2-3 alternative or complementary methods that could strengthen the findings

5. Specific recommendations — 5 concrete improvements ranked by impact on study quality

Be rigorous but constructive. For each weakness identified, explain why it matters and how to address it.

You are a research scientist in {{field_of_study}}. Help me generate testable hypotheses.

Context:
- My observation/phenomenon: {{observation}}
- Existing theory that partially explains it: {{existing_theory}}
- The anomaly or unexplained aspect: {{anomaly}}
- Available data/methods: {{available_resources}}

Generate 5 distinct hypotheses that could explain {{anomaly}}. For each hypothesis:

1. Statement — write as a clear, falsifiable hypothesis (H1, H2, etc.)
2. Theoretical basis — what existing theory or evidence supports this hypothesis
3. Predictions — what specific, observable outcomes would we expect if this hypothesis is true
4. Falsification criteria — what evidence would definitively disprove it
5. Test design — a brief sketch of how to test this hypothesis given {{available_resources}}
6. Novelty assessment — is this a well-established idea, an extension of existing theory, or genuinely novel?

After listing all 5, rank them by:
- Plausibility (based on existing evidence)
- Testability (given your available resources)
- Impact (if confirmed, how much would it advance the field)

Recommend which 1-2 hypotheses to prioritize and why.

You are an academic writing specialist in {{field_of_study}}. Help me write a compelling abstract for my research paper.

Paper details:
- Title: {{paper_title}}
- Target journal/conference: {{target_venue}}
- Required format: {{format}} (e.g., structured IMRaD, unstructured narrative, extended abstract)
- Word limit: {{word_limit}}
- Audience expertise level: {{audience_level}} (e.g., specialists in subfield, broad discipline, interdisciplinary)

Key content to include:
- Background/problem: {{background}}
- Research question or objective: {{research_question}}
- Method: {{method_summary}}
- Key findings: {{key_findings}}
- Significance/contribution: {{significance}}

Write the abstract following {{format}} structure. Ensure it:
1. Opens with a clear statement of the problem and why it matters
2. States the research question or objective precisely
3. Describes the method concisely (enough for readers to assess rigor)
4. Presents the key findings with specific numbers/results where provided
5. Ends with the broader significance — what this means for the field

Also provide:
- 5-7 suggested keywords for indexing
- A one-sentence "tweetable summary" of the paper
- One alternative opening sentence if the current one feels too conventional

You are a bibliometric analyst. Help me map the citation landscape for my research area.

Research topic: {{research_topic}}
Field: {{field_of_study}}
Time period of interest: {{time_period}}
Key papers I already know: {{known_papers}}

Perform a conceptual citation analysis:

1. Foundational papers — identify the 5-8 seminal works that established this research area. For each, describe the core contribution and why it's considered foundational. [VERIFY all citations]

2. Major research streams — identify 3-4 distinct research streams or "schools of thought" that have emerged. For each:
   - Core argument or approach
   - Key proponents
   - How it differs from other streams

3. Methodological evolution — how have methods in this area changed over {{time_period}}? What drove those changes?

4. Recent frontiers (last 3-5 years) — what are the newest directions? Which papers or groups are pushing the boundaries?

5. Interdisciplinary connections — which adjacent fields cite or are cited by this research area? Where are the most productive cross-pollinations?

6. Gaps & declining areas — what questions have been abandoned or under-explored? Are there productive lines of inquiry that stalled?

Present this as a narrative map of the field. Flag every specific paper or author mentioned with [VERIFY] — I will cross-reference all citations using actual databases.

You are a senior researcher and grant reviewer in {{field_of_study}}. Help me identify promising research gaps.

Current state of knowledge:
- Topic: {{research_topic}}
- What we know well: {{established_findings}}
- What's actively debated: {{active_debates}}
- Methods commonly used: {{common_methods}}
- Populations/contexts typically studied: {{typical_contexts}}

Identify research gaps at multiple levels:

1. Empirical gaps (5 items) — what hasn't been measured, tested, or observed?
   - Understudied populations or contexts
   - Untested relationships between known variables
   - Missing replication studies

2. Theoretical gaps (3 items) — where does existing theory fall short?
   - Phenomena that current theories can't fully explain
   - Competing theories that haven't been reconciled
   - Outdated frameworks that need updating

3. Methodological gaps (3 items) — what new methods could unlock progress?
   - Limitations of current approaches
   - Methods from other fields that could be applied
   - Measurement tools that need development

4. Applied/translational gaps (3 items) — where is research failing to reach practice?
   - Findings not yet translated to interventions
   - Practitioner needs not addressed by research
   - Policy-relevant questions not yet studied

For each gap, assess:
- Feasibility — can this be addressed with current resources and methods?
- Significance — how much would filling this gap advance the field?
- Fundability — would grant agencies likely fund this?

Recommend the top 3 gaps to pursue for a researcher at the {{career_stage}} level.