K:Controlled productivity evidence
Controlled productivity evidence
Editorial topic mappings connect related questions across sources and book chapters.
SE@PoliMi bibliography 26
- W003 — The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers
Cui · 2026 - W008 — How Much Does AI Impact Development Speed? An Enterprise-Based Randomized Controlled Trial
Paradis · 2025 - W009 — Productivity Assessment of Neural Code Completion
Ziegler · 2022 - W017 — Randomized Controlled Trials for Conditional Access Optimization Agent
Bono · 2025 - W019 — Generative AI and labour productivity: a field experiment on coding
Gambacorta · 2024 - W023 — Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity
Becker · 2025 - W024 — 2025 State of AI-Assisted Software Development
Google Cloud DORA · 2025 - W025 — Estimating AI productivity gains from Claude conversations
Tamkin · 2025 - W028 — The AI Revolution in Software Development
Relyea · 2026 - W046 — Do Users Write More Insecure Code with AI Assistants?
Perry · 2023 - W058 — Decoupling Code Complexity from Newcomer Participation: A Causal Study of AI Coding Agent Adoption in OSS
Xu · 2026 - W059 — AI-Generated Smells: An Analysis of Code and Architecture in LLM- and Agent-Driven Development
Zhu · 2026 - W069 — Same Scrutiny, More Time: Eye Tracking Insights into Reviewing LLM-Labelled Code
Khojah · 2026 - W073 — The Effect of Complexity and Provenance on Code Review Decisions: Evidence from a Controlled Experiment
Singh · 2026 - W083 — A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions
Tang · 2024 - W088 — Trustworthiness Perceptions in Code Review: An Eye-tracking Study
Bertram · 2020 - W112 — Novice Developers Produce Larger Review Overhead for Project Maintainers while Vibe Coding
Asdaque · 2026 - W118 — How AI Impacts Skill Formation
Shen · 2026 - W121 — Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
Kosmyna · 2025 - W123 — Firms' GitHub Copilot Adoption and Labor Market Outcomes for Software Engineers
Baird · 2026 - W127 — Remote Work Leaves Younger Workers Sidelined
Emanuel · 2026 - W139 — Do Job Postings Show Early Labor-Market Effects of AI?
Audoly · 2026 - W140 — AI and Job Postings: From Destruction to Creation?
Gallacher · 2026 - W144 — 2026 Global AI Jobs Barometer: Two futures for jobs in an AI era
PwC · 2026 - W146 — McKinsey Technology Trends Outlook 2026
Chui · 2026 - W193 — MirrorCode: Evidence that AI can already do some weeks-long coding tasks
METR / Epoch AI · 2026
Addy Osmani 1
- O029 — The reality of AI-Assisted software engineering productivity
Addy Osmani · 2025-08-16
The Pragmatic Engineer 1
- P052 — Cursor makes developers less effective?
Gergely Orosz · 2025-07-24
Earlier Non-Deterministic books 9
- B009 — Measuring What Matters---The Data Behind AI's Real Impact
Enrico Papalini · - B018 — Antipatterns: What Not to Do
Enrico Papalini · - B020 — Understanding Tool Maturity Levels
Enrico Papalini · - B029 — Measurement \& Observability
Enrico Papalini · - B031 — First 90-Days Implementation Roadmap
Enrico Papalini · - B032 — Quick Reference Guides
Enrico Papalini · - B043 — Limitations and Judgment
Enrico Papalini · - B064 — Limitations and Professional Judgment
Enrico Papalini · - B106 — The Economics of Loop Engineering
Enrico Papalini ·