Purpose We compare human intelligence to artificial intelligence (AI) in the choice of appropriate Journal of Economic Literature (JEL) codes for research papers in economics. Design/methodology/approach We compare the JEL code choices related to articles published in the recent issues of the...

This paper leverages generative AI to build a network structure over 5,000 product nodes, where directed edges represent input-output relationships in production. We layout a two-step 'build-prune' approach using an ensemble of prompt-tuned generative AI classifications. The 'build' step...

We analyze over 44,000 economics working papers from 1980–2023 using a custom language model to construct knowledge graphs mapping economic concepts and their relationships, distinguishing between general claims and those supported by causal inference methods. The share of causal claims within...

Die einfache Bedienung und die vielseitigen Anwendungsmöglichkeiten generativer Künstlicher Intelligenz (KI) bergen das Potenzial, verschiedene Aufgaben zu automatisieren und somit die Arbeitswelt grundlegend zu verändern. Vor allem freiberufliche Tätigkeiten im Digitalbereich, die durch...