Navigating the Jagged Technological Frontier
Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality
Bibliographic Data
| ID | 23345993 |
|---|---|
| Authors | Fabrizio Dell’Acqua (Harvard University, corresponding author), Fabrizio Dell'Acqua, Edward McFowland (0000-0001-5249-7117, Harvard University), Ethan Mollick (University of Pennsylvania), Ethan R Mollick, Hila Lifshitz‐Assaf (0000-0002-3461-003X, Harvard University), Hila Lifshitz-Assaf, Katherine C Kellogg (0000-0003-4372-3498, Massachusetts Institute of Technology), Katherine Kellogg, Saran Rajendran (0000-0003-3919-0860, Boston Consulting Group (United States)), Lisa Krayer (0000-0001-9133-226X, Boston Consulting Group (United States)), François Candelon (Boston Consulting Group (United States)), Karim R Lakhani (0000-0002-5535-8304, Internet Society) |
| Year | 2023 |
| Publication date | 2023-01-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | SSRN Electronic Journal (REPOSITORY) |
| Journal identifiers | ISSN: 1556-5068 • E-ISSN: 1556-5068 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.2139/ssrn.4573321 |
| OpenAlex | W4386827556 |
| Language | EN |
| Citations received | 85 |
| References cited | 47 |
Economic growth · Economics · Field (mathematics) · Frontier · Geography · Knowledge worker · Physics · Productivity · Quality (philosophy) · Work (physics) · Digital Economy and Work Transformation · Engineering · Innovation Diffusion and Forecasting · Mathematics · Mechanical Engineering
The universality of the machine
Developing QualNotes
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The end user takes the final decision
How effective is AI augmentation in human–AI collaboration? Evidence from a field experiment
Principles for analyzing, designing and evaluating the situated use of intelligent machines
Rethinking the Ethics of GenAI in Higher Education
When expert advice fails to reduce the productivity gap
Digital transition, data-and-tasks crowd-based economy, and the shared social progress
AI-empowered scale development
Artificial intelligence-enabled green innovation
Artificial Intelligence in the Knowledge Economy
Computers and chess masters
Analysing nontraditional students' ChatGPT interaction, engagement, self‐efficacy and performance
Approach or avoidance? Relationship between perceived AI explainability and employee job crafting
A Technological Construction of Society
AI literacy and its implications for prompt engineering strategies
Generative AI at Work
Is Archaeological Data Labor Sustainable? Only through Ethical and Policy Reforms, Open Data Emphases on Public Engagement, and Indigenous Data Sovereignty
Exploring the Digital Undertow
Total factor productivity dynamics and the artificial intelligence paradox
Good models borrow, great models steal
Assessing political bias and value misalignment in generative artificial intelligence
Empowering lifelong learners
Examining attitudes and writing apprehension when college students are taught to use artificial intelligence ethically to scaffold research and writing
From metacognitive monitoring to control
Leveling Up or Leveling Down? The Impact of Generative AI on Student Performance in Business Schools
Firms' GitHub Copilot adoption and labor market outcomes for software engineers
Lessons from an AI-Sprint
Machine-assisted quantitizing designs
Teaming Up with Artificial Agents in Non-routine Analytical Tasks
Higher Education Act for AI (Heat-AI)
Metamorphosis of the Identity of the Human Сompleted
Artificial intelligence exposure and innovation capabilities in tourism education
AI content detection in the emerging information ecosystem
Faith Seeking Prompting
Culture, emotions, and power dynamics in AI email communication
Uncovering the dynamics of human-AI hybrid performance
The renaissance of management
Agency in Human-AI Collaboration for Image Generation and Creative Writing
Blending minds and machines in service operations
Can AI with High Reasoning Ability Replicate Human-like Decision Making in Economic Experiments
Empathy in leadership communication
When time is of the essence
Generative AI and the social functions of educational assessment
Emerging technologies and national security intelligence
High hopes, hard falls
Applying artificial intelligence in teacher education
Trajectories of attitudes, threat appraisal, and self-efficacy during ineffective enterprise resource planning technology implementations at work
Under pressure
One capability, many outcomes
Generative AI in Undergraduate Education
How self-efficacy influences Chinese university students' GenAI dependency
Inteligencia Artificial en Redes Sociales
Open Science at the generative AI turn
Exploring regional vulnerability to the Fourth Industrial Revolution
Beyond bias
Artificial Intelligence (AI) and Workplace Communication
Future-proofing the EU
Development and validation of the Generative AI Self-Efficacy Scale (GAI-SES)
You, Me, and the AI
AI is Taking Over the World… so I may as Well Just go Along with it
The rise of the producer
Artificial creativity
Enhancement and assessment in the AI age
Which recommendation system do you trust the most? Exploring the impact of perceived anthropomorphism on recommendation system trust, choice confidence, and information disclosure
AI FoMO (fear of missing out) in the workplace
Generative Artificial Intelligence in Higher Education
What can we learn from reviews of realist evaluation studies? Principles for rigorous realist evaluation
Stochastic parrot or not, it is less of a turkey than the colleague two desks over
Replace, Reimagine, Recombine
Chat‐Up ”
Are Large Language Models Reliable across Services and over (a Short) Time? An Exploratory Study in Sociology with Pedagogical Implications
Generative AI Meets Open-Ended Survey Responses
Ruled by robots
AI and the Law
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Multi-Agent Ethnography
Who” Is the Best Creative Thinking Partner? An Experimental Investigation of Human–Human, Human–Internet, and Human– AI Co‐Creation
Rage against the machine? Generative AI exposure, subjective risk, and policy preferences
Who Says Artificial Intelligence Is Stealing Our Jobs
Context Matters
ChatGPT decreases idea diversity in brainstorming
Building machines that learn and think with people
Countering Human Trafficking Risks of Generative AI with Trustworthy AI and Education
Artificial Intelligence and Management
The Origins of Technology-Skill Complementarity
Does automation bias decision-making?
To Engage or Not to Engage with AI for Critical Judgments
Microfoundations of Organizational Paradox
Human Trust in Artificial Intelligence
Generative artificial intelligence, human creativity, and art
A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology
GPTs are GPTs
AI and the Economy
The Skill Content of Recent Technological Change
Super Mario Meets AI
When combinations of humans and AI are useful
Do personal characteristics and cultural values that promote innovation, quality, and efficiency compete or complement each other
Short and extra-short forms of the Big Five Inventory–2
Automation and New Tasks
State Actor Orchestration for Achieving Workforce Development at Scale
| Unique citing works | 85 |
|---|---|
| Citations per year | 42,5 |
| Citation span | 2024 - 2026 (3) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 70 |