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Working paper

Behind the headline number: why not to rely on Frey and Osborne’s predictions of potential job loss from automation

Publisher
Future of work Job automation Job loss Artificial Intelligence (AI) Automation Employment forecasting Economic modelling
Resources
Attachment Size
Behind the headline number 534.4 KB
Description

Abstract:

This article reviews a highly influential study that estimated potential job loss from advances in Artificial Intelligence and robotics: Frey and Osborne (FO) (2013, 2017) concluded that 47 per cent of jobs in the United States were at ‘high risk’ of automation in the next 10 to 20 years. First, we investigate FO’s methodology for estimating job loss. Several major problems and limitations are revealed; especially associated with the subjective designation of occupations as fully automatable. Second, we examine whether FO’s predictions can explain occupationlevel changes in employment in the United States from 2013 to 2018. Compared to standard approaches which classify jobs based on their intensity in routine tasks, FO’s predictions do not ‘add value’ for forecasting the impact of technology on employment.

Publication Details
Access Rights Type:
open
Series:
Melbourne Institute Working Paper No. 10/19