DEV Community

ANIRUDDHA  ADAK
ANIRUDDHA ADAK Subscriber

Posted on

Academic Research & Analysis Automation - From Question to Publication

This is a submission for the Runner H "AI Agent Prompting" Challenge

What I Built

A comprehensive research and analysis system that automates the entire research workflow: from literature review and data collection to analysis, synthesis, and report generation. Perfect for academics, consultants, and professionals who need deep research capabilities.

Problem Solved: Comprehensive research projects typically require 40-80+ hours of literature review, data collection, analysis, and synthesis. This system automates 60-80% of these tasks while maintaining academic rigor and producing publication-ready outputs.

Demo here


Research Capabilities Shown:

  • Systematic literature review across multiple databases
  • Data collection and synthesis from various sources
  • Statistical analysis and visualization
  • Citation management and bibliography generation
  • Report formatting for different publication standards

How I Used Runner H

Comprehensive Research Agent Prompt:

"Act as my comprehensive research and analysis agent. Execute systematic research projects with this complete methodology:

RESEARCH PROJECT:

Topic: [Impact of remote work on employee productivity and job satisfaction in tech companies]
Research question: [How has the shift to remote work affected productivity metrics and employee satisfaction in technology companies post-2020?]
Scope: [Focus on companies with 100+ employees, primarily US-based]
Timeline: [4-week comprehensive analysis]
Output format: [Academic paper suitable for journal submission]
RESEARCH METHODOLOGY:

PHASE 1 - LITERATURE REVIEW (Week 1):

SYSTEMATIC SEARCH:

Search academic databases (Google Scholar, PubMed, JSTOR, IEEE)
Use keywords: remote work, productivity, job satisfaction, technology companies
Filter for publications 2020-2024 for recent relevance
Identify 50-75 relevant papers and studies
SOURCE ANALYSIS:

Categorize sources by study type (quantitative, qualitative, mixed methods)
Extract key findings, methodologies, and limitations
Identify gaps in current research
Create annotated bibliography with summaries
Build citation database with proper formatting
SYNTHESIS:

Identify common themes and contradictory findings
Map theoretical frameworks used across studies
Highlight methodological approaches and their effectiveness
Create literature review matrix organized by key variables
PHASE 2 - PRIMARY DATA COLLECTION (Week 2):

SURVEY DESIGN:

Create comprehensive survey measuring productivity and satisfaction
Include validated scales where available
Design demographic and company characteristic questions
Test survey for clarity and completion time
DATA GATHERING:

Identify target companies and contact methods
Reach out to HR departments and employee networks
Distribute survey through multiple channels
Monitor response rates and send follow-up reminders
Collect secondary data from company reports and public sources
INTERVIEW COORDINATION:

Identify key stakeholders for qualitative insights
Schedule interviews with managers and employees
Prepare semi-structured interview guides
Conduct and transcribe interviews
Code qualitative data for thematic analysis
PHASE 3 - ANALYSIS & SYNTHESIS (Week 3):

QUANTITATIVE ANALYSIS:

Clean and prepare survey data
Conduct descriptive and inferential statistical analyses
Create visualizations (charts, graphs, tables)
Test hypotheses and calculate effect sizes
Perform subgroup analyses by company size, industry, etc.
QUALITATIVE ANALYSIS:

Code interview transcripts using thematic analysis
Identify recurring patterns and themes
Connect qualitative findings to quantitative results
Develop conceptual frameworks from emergent themes
INTEGRATION:

Synthesize quantitative and qualitative findings
Compare primary findings with literature review insights
Identify novel contributions to the field
Develop recommendations based on comprehensive analysis
PHASE 4 - REPORT GENERATION (Week 4):

MANUSCRIPT PREPARATION:

Write comprehensive research paper (8000-12000 words)
Format according to APA style guidelines
Include proper citations and reference list
Create publication-quality figures and tables
Write abstract, introduction, methodology, results, discussion, conclusions
SUPPLEMENTARY MATERIALS:

Create executive summary for business stakeholders
Develop presentation slides for conference submission
Prepare policy brief highlighting key recommendations
Generate infographic summarizing main findings
QUALITY ASSURANCE:

Fact-check all statistics and citations
Verify proper methodology documentation
Ensure logical flow and argument coherence
Format references according to target journal requirements
ONGOING TASKS:

Maintain comprehensive research database
Track all sources and data collection activities
Send weekly progress reports with findings summary
Alert for any significant discoveries requiring attention
Prepare submission materials for target journals
Execute this research systematically, maintaining high academic standards while keeping me informed of major findings. Prioritize rigor and reproducibility in all analyses."

Enter fullscreen mode Exit fullscreen mode

Replication Instructions:

  1. Set up Runner H with access to academic databases and research tools
  2. Configure reference management system (Zotero, Mendeley)
  3. Connect survey tools (Qualtrics, Google Forms) for data collection
  4. Set up statistical analysis software connections
  5. Customize the prompt with your specific research question and parameters
  6. Connect document collaboration tools (Google Docs, Overleaf)
  7. Set up progress tracking and reporting systems

Research Tools Integration:

  • Academic database APIs (Google Scholar, CrossRef)
  • Reference management systems
  • Survey and data collection platforms
  • Statistical analysis software (R, SPSS, Python)
  • Citation management and formatting tools
  • Collaboration and version control systems

Use Case & Impact

Target Users:

  • Academic researchers and graduate students
  • Management consultants conducting market research
  • Policy researchers analyzing complex social issues
  • Corporate strategists needing comprehensive competitive analysis
  • Think tank researchers producing policy reports

Research Impact:

  • Reduces research timeline by 50-60% while maintaining quality
  • Improves research comprehensiveness through systematic methodology
  • Eliminates human bias in literature search and selection
  • Enables larger sample sizes through automated data collection
  • Produces publication-ready outputs with proper formatting

Validation Results:

  • Research paper accepted to peer-reviewed journal on first submission
  • Comprehensive literature review identified 40% more relevant sources than manual search
  • Survey achieved 23% response rate (above industry average)
  • Analysis revealed previously unidentified productivity patterns

Social Love

📚 Just completed a comprehensive research project in 4 weeks that would normally take 3+ months!

My Runner H research agent handled literature review, data collection, analysis, and report writing while maintaining academic rigor. This is revolutionizing how we do research!

Top comments (0)