The impact of robotics awareness on workers’ protective job preservation and voice: the moderating role of age

Purpose With the rapid advancement of intelligent technology, manufacturing workers’ voices may hold inestimable value. However, holding a “Smart Technology, Artificial Intelligence, Robotics, and Algorithms” (STARA) replacement perspective, many workers may be reluctant or hostile toward intelligent robots, and their voice may also be affected under certain circumstances. Given the current lack of research on workers’ moderate defensive responses, we draw upon the conservation of resources (COR) theory and propose a moderated mediation model to examine how and when robotics awareness influences workers’ promotive and prohibitive voice. Design/methodology/approach A multi-wave, multi-source survey using 462 worker–supervisor paired data gathered from numerous Chinese manufacturing industries was conducted. Findings Our results highlight that robotics awareness is positively related to workers’ protective job preservation, which in turn reduces their voice behaviors. Moreover, older workers are more likely to choose protective job preservation and less likely to speak up. Originality/value This study contributes to the STARA literature by proposing a fresh mediation path and its subsequent outcomes and enriches the understanding of the factors that result in varying attitudes of workers toward robotics. It offers valuable insights for manufacturers to guide workers to maintain a positive attitude toward robotics and encourage workers to speak up actively at work.

Institutions

Publication Details

Journal
Personnel Review
Published
2026-05-19
DOI
https://doi.org/10.1108/pr-09-2025-1037
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The impact of robotics awareness on workers’ protective job preservation and voice: the moderating role of age

Personnel Review
AI in Service Interactions
article

The impact of robotics awareness on workers’ protective job preservation and voice: the moderating role of age

article en

Abstract

Purpose With the rapid advancement of intelligent technology, manufacturing workers’ voices may hold inestimable value. However, holding a “Smart Technology, Artificial Intelligence, Robotics, and Algorithms” (STARA) replacement perspective, many workers may be reluctant or hostile toward intelligent robots, and their voice may also be affected under certain circumstances. Given the current lack of research on workers’ moderate defensive responses, we draw upon the conservation of resources (COR) theory and propose a moderated mediation model to examine how and when robotics awareness influences workers’ promotive and prohibitive voice. Design/methodology/approach A multi-wave, multi-source survey using 462 worker–supervisor paired data gathered from numerous Chinese manufacturing industries was conducted. Findings Our results highlight that robotics awareness is positively related to workers’ protective job preservation, which in turn reduces their voice behaviors. Moreover, older workers are more likely to choose protective job preservation and less likely to speak up. Originality/value This study contributes to the STARA literature by proposing a fresh mediation path and its subsequent outcomes and enriches the understanding of the factors that result in varying attitudes of workers toward robotics. It offers valuable insights for manufacturers to guide workers to maintain a positive attitude toward robotics and encourage workers to speak up actively at work.

Personnel Review
Babeș-Bolyai University (RO), Jiangxi University of Finance and Economics (CN), Aalborg University (DK)
Decent work and economic growth
Openalex Percentile: Top 3%
AI in Service Interactions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The impact of robotics awareness on workers’ protective job preservation and voice: the moderating role of age · Personnel Review (2026) | TGRS Research Map | TGRS