reference

Research References Index

Master index of all external research references cited in the MPDrexel knowledge base. Organized by category with links to detailed reference documents.

AI Strategy & Adoption

ID Title Source Date Key Insight
EY US AI Pulse Survey Q4 2025 EY US AI Pulse Survey Q4 2025 EY Dec 2025 96% see gains; only 17% cut heads; majority reinvest
Beyond Cost Cutting: AI as the Ultimate Growth Engine Beyond Cost Cutting: AI as Growth Engine EY Nov 2025 Efficiency caps potential; growth frame unlocks exponential
Gen AI in Corporate Functions: Looking Beyond Efficiency Gains Gen AI in Corporate Functions McKinsey Oct 2024 Diffuse capacity problem; partial task automation
How CFOs Can Secure Solid ROI from Business AI Investments CFO Guide to AI ROI WEF Oct 2025 Gains stall without redeployment plan

Macroeconomics & Productivity

ID Title Source Date Key Insight
The Projected Impact of Generative AI on Future Productivity Growth Projected Impact of GenAI on Productivity Wharton Sep 2025 42% exposed, ~10% impacted; 25% avg task savings

Organizational Theory

ID Title Source Date Key Insight
Organization Science Ambidexterity Research Compilation Organizational Ambidexterity Literature Org Science Various Exploration/exploitation tension; structural separation

Quick Reference: Key Statistics

AI Adoption & Impact (2024-2025)

  • 96% of AI-investing orgs report productivity gains (EY 2025)
  • 57% describe gains as "significant" (EY 2025)
  • 17% reduced headcount from AI gains (EY 2025)
  • 42% of jobs potentially exposed to AI automation (Wharton 2025)
  • 23% of exposed tasks will actually be automated (Wharton 2025)
  • 25% average labor cost savings on adopted AI tasks (Wharton 2025)
  • 90% of jobs will be affected by AI (WEF/Cognizant 2025)

Reinvestment Priorities (EY 2025)

  1. Expanding existing AI capabilities (47%)
  2. Developing new AI capabilities (42%)
  3. Strengthening cybersecurity (41%)
  4. R&D investment (39%)
  5. Upskilling employees (38%)

Adding New References

When adding a new reference, use this template:

---
id: REF-<SOURCE>-<TOPIC>-<YEAR>
type: reference
title: "<Full Title>"
owner: Strategy Team
status: active
last_updated: YYYY-MM-DD
tags:
  - "#MPDrexel"
  - "#reference"
  - "#<domain-tag>"
source_type: paper|article|standard|documentation|external
source_url: <URL>
cited_by:
  - <Document-IDs that cite this reference>
summary: >-
  2-3 sentence summary of key findings and relevance.
---

Update this index when adding new references.