Products

Expected Deliverables

Primary Output

  1. Journal Manuscript: “Education Vintage and Knowledge Depreciation: Board Technical Competency in the Era of Generative AI”
    • Target: Academy of Management Journal / Strategic Management Journal
    • Format: APA 7th edition (apaquarto template)
    • Length: ~12,000 words (excluding references and appendices)

Supplementary Materials

  1. Online Appendix
    • Full variable definitions and sources
    • STEM classification dictionary
    • GenAI keyword dictionary with validation
    • Additional robustness tables
    • Event study plots
  2. Replication Package
    • Stata/R code for all analyses
    • Data construction scripts (Python for NLP)
    • Variable codebook

Presentation Materials

  1. Conference Presentation
    • Target venues: AOM Annual Meeting, SMS Annual Conference
    • 15-minute presentation deck

Data Products

  1. Education Vintage Dataset
    • Board-level vintage measures for U.S. public firms
    • Potential for data sharing with research community (subject to BoardEx license)

Target Journal Priorities

Priority Journal Impact Factor Fit
1 Academy of Management Journal ~13.0 Board human capital + tech change
2 Strategic Management Journal ~8.6 Dynamic capabilities + board composition
3 Journal of Management ~13.5 Human capital theory extension
4 Corporate Governance: An Intl Review ~5.0 Direct topical fit
5 Organization Science ~5.4 Competence trap, cognitive faultlines

Timeline to Submission

Milestone Target Date
Literature review complete 2026-04-30
Dataset constructed 2026-05-15
Analysis complete 2026-06-15
Draft complete 2026-07-15
Internal review 2026-07-30
Journal submission 2026-08-15