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Novice Lift
Brynjolfsson, Li & Raymond (QJE 2025) · Dell'Acqua et al. (HBS 2023)
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Deming (QJE 2017) · Tenfold field data n≈2,200
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Humlum & Vestergaard (PNAS 2025) · Anthropic Economic Index (2025)
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Jagged Frontier — Q3
Dell'Acqua et al. (HBS 2023)
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Spillover Seeding — Q3
De Grip & Sauermann (EJ 2012) · peer-effects literature
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Voice Shield — Q4
Freeman & Medoff (1984) · worker-voice literature (incl. Sojourner)