Evidence map›Paper›PMID 37351373›Full record

ArticleTechnology, mind, and behavior2022

Are Robots/AI Viewed as More of a Workforce Threat in Unequal Societies? Evidence from the Eurobarometer Survey.

Mindy K Shoss, Katherine Ciarlante

Abstract read
In one paragraph

Article in Technology, mind, and behavior, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Industrial Robotics and the Future of Work.American journal of industrial medicine · 2025
    Review
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Mindy K ShossUniversity of Central Florida.ORCID 0000-0001-5354-208X
Katherine CiarlanteUniversity of Central Florida.ORCID 0000-0001-5952-0009

Funding

ACL HHS T42OH008438NIOSH CDC HHS T42 OH008438
6 · The paper itself

Abstract

Although advanced technologies (i.e., artificial intelligence (AI), robots) are often discussed as drivers of societal inequality, our research examines whether people living in more unequal societies tend to view technology as a greater threat to jobs in general. Building from research that societal inequality heightens concerns about status hierarchies and future resource attainment, we anticipated that workers in more unequal societies would tend to view AI/robots as greater threats (e.g., AI/robots as job destroyers). Utilizing the Eurobarometer 87.1 dataset, we found that country inequality, as operationalized via the Gini Index, was positively associated with perceptions that AI/robots pose threats of general job loss. These relationships occurred when controlling for people's perceptions of technological threat to their own personal job, technology skills and interests, and demographics. Moreover, these findings are robust across alternative operationalizations of inequality including the Human Inequality Index and people's subjective perceptions of current and future inequality in their country. These findings advance theory on inequality and suggest that the broader context-both objective and perceived-may play a role in how people view disruption associated with AI/robots at work.

Indexed as

AIInequalityrobotsthreat perception

Identifiers

PMID37351373
PMCPMC10282729

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.