Revisiting the risk of automation

被引:204
|
作者
Arntz, Melanie [1 ,2 ]
Gregory, Terry [1 ]
Zierahn, Ulrich [1 ]
机构
[1] ZEW Mannheim, Mannheim, Germany
[2] Heidelberg Univ, Heidelberg, Germany
关键词
Artificial Intelligence; Robotics; Automation; Jobs; GENERALIZED LINEAR-MODELS; JOB TASKS; EMPLOYMENT; FUTURE;
D O I
10.1016/j.econlet.2017.07.001
中图分类号
F [经济];
学科分类号
02 ;
摘要
In light of rapid advances in the fields of Artificial Intelligence (Al) and robotics, many scientists discuss the potentials of new technologies to substitute for human labor. Fueling the economic debate, various empirical assessments suggest that up to half of all jobs in western industrialized countries are at risk of automation in the next 10 to 20 years. This paper demonstrates that these scenarios are overestimating the share of automatable jobs by neglecting the substantial heterogeneity of tasks within occupations as well as the adaptability of jobs in the digital transformation. To demonstrate this, we use detailed task data and show that, when taking into accounting the spectrum of tasks within occupations, the automation risk of US jobs drops, ceteris paribus, from 38% to 9%. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:157 / 160
页数:4
相关论文
共 50 条
  • [1] Revisiting Adversarial Risk
    Suggala, Arun Sai
    Prasad, Adarsh
    Nagarajan, Vaishnavh
    Ravikumar, Pradeep
    [J]. 22ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 89, 2019, 89
  • [2] Unions and Automation Risk: Who Bears the Cost of Automation?
    Lee, Changkeun
    Kim, Olivia Hye
    [J]. B E JOURNAL OF ECONOMIC ANALYSIS & POLICY, 2023, 23 (03): : 843 - 851
  • [3] Automation security - Risk assessment - Methods for risk assessment
    Runde, Markus
    Speth, Walter
    Steffen, Thomas
    Thiel, Christoph
    [J]. ATP EDITION, 2016, (1-2): : 48 - 55
  • [4] Revisiting Risk Sensitivity in the Fear of Crime
    Jackson, Jonathan
    [J]. JOURNAL OF RESEARCH IN CRIME AND DELINQUENCY, 2011, 48 (04): : 513 - 537
  • [5] Revisiting the cardiovascular risk of hydroxychloroquine in RA
    Pers, Yves-Marie
    Padern, Guillaume
    [J]. NATURE REVIEWS RHEUMATOLOGY, 2020, 16 (12) : 671 - 672
  • [6] Revisiting Risk Premia in Electricity Markets
    Gianfreda, Angelica
    Scandolo, Giacomo
    [J]. MATHEMATICAL AND STATISTICAL METHODS FOR ACTUARIAL SCIENCES AND FINANCE, MAF 2022, 2022, : 291 - 296
  • [7] Revisiting Established Doctrine in an Age of Risk
    Williams, Michael
    [J]. RUSI JOURNAL, 2005, 150 (05): : 48 - 52
  • [8] Revisiting the relationship between risk and return
    Malik F.
    [J]. Review of Quantitative Finance and Accounting, 2015, 44 (1) : 25 - 40
  • [9] Revisiting the cardiovascular risk of hydroxychloroquine in RA
    Yves-Marie Pers
    Guillaume Padern
    [J]. Nature Reviews Rheumatology, 2020, 16 : 671 - 672
  • [10] Plantar fasciopathy: Revisiting the risk factors
    Beeson, P.
    [J]. FOOT AND ANKLE SURGERY, 2014, 20 (03) : 160 - 165