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40 L. SCHLOGL AND A. SUMNER
society at large, particularly consumers, respond to automation (and the
potentially ensuing lay-offs)?
Corresponding to these criteria, one could split the literature on automa-
tion into different theoretical approaches. Much recent research has focused
on the first criterion in Table 4.1: the technological feasibility of automa-
tion. Yet, automatable tasks do not necessarily or instantly get automated:
one can observe a set of tasks currently being carried out both by humans
and machines in different contexts and places. Consider, for instance, sub-
way drivers and autonomous subways, supermarket cashiers, and self-check-
out machines, university lecturers, and online courses. The coexistence of
automated and nonautomated modes of operation of the same task sug-
gests that a narrowly technologically deterministic view is insufficient. There
are less tangible—economic, political, social, and cultural—reasons to be
factored in. Such factors up until now often seem to have been neglected
in research on automation, but could be particularly important in the con-
text of developing countries. Such factors not only determine if automation
occurs but the terms of automation vis-Ă -vis governing institutions.
Table 4.1 Determinants of the feasibility of automation
Source Authors and references cited
Dimension Factors Literature
Technological Type and complexity of the task Engineering studies, “jobs at risk”
studies
(e.g. Arntz, Gregory, & Zierahn,
2016; Grace, Salvatier, Dafoe,
Zhang, & Evans, 2017; McKinsey
Global Institute, 2017a)
Economic Economic risks and returns given
capital and labor costs; intensity of
competition Management/human resources
and economics literature
(e.g. Hall & Khan, 2003; Siegel,
Waldman, & Youngdahl, 1997)
Legal Labor and capital regulation
(e.g. job protection); patents and
their ownership Institutionalism and political
economy
(e.g. Acemoglu & Robinson,
2000; Parente & Prescott, 1994;
Williams & Edge, 1996)
Political e.g. unionization of the workforce;
questions of public versus private
ownership of production and
technology
Sociocultural e.g. corporate legitimacy and social
expectations
Disrupted Development and the Future of Inequality in the Age of Automation