TY - JOUR
T1 - WHEN CONSCIENTIOUS EMPLOYEES MEET INTELLIGENT MACHINES
T2 - AN INTEGRATIVE APPROACH INSPIRED BY COMPLEMENTARITY THEORY AND ROLE THEORY
AU - Man Tang, Pok
AU - Koopman, Joel
AU - McClean, Shawn T.
AU - Zhang, Jack H.
AU - Hon Li, Chi
AU - de Cremer, David
AU - Lu, Yizhen
AU - Stewart Ng, Chin Tung
N1 - Publisher Copyright:
© 2022 Academy of Management. All rights reserved.
PY - 2022/7
Y1 - 2022/7
N2 - Over the past century, conscientiousness has become seen as the preeminent trait for predicting performance. This consensus is due in part to these employees' ability to work with traditional 20th-century technology. Such pairings balance the systematic nature of conscientious employees with the technology's need for user input and direction to perform tasks-resulting in a complementary match. However, the 21st century has seen the incorporation of intelligent machines (e.g., artificial intelligence, robots, and algorithms) into employees' jobs. Unlike traditional technology, these new machines are equipped with the capability to make decisions autonomously. Thus, their nature overlaps with the orderliness subdimension of conscientious employees-resulting in a non-complementary mismatch. This calls into question whether the consensus about conscientious employees' effectiveness with 20th-century technology applies to 21st-century jobs. Integrating complementarity and role theory, we refine this consensus. Across three studies using distinct samples (an experience sampling study, a field experiment, and an online experiment from working adults in Malaysia, Taiwan, and the United States), each focused on a different type of intelligent machine, we show not only that using intelligent machines has benefits and consequences, but, importantly, that conscientious (i.e., orderly) employees are less likely to benefit from working with them.
AB - Over the past century, conscientiousness has become seen as the preeminent trait for predicting performance. This consensus is due in part to these employees' ability to work with traditional 20th-century technology. Such pairings balance the systematic nature of conscientious employees with the technology's need for user input and direction to perform tasks-resulting in a complementary match. However, the 21st century has seen the incorporation of intelligent machines (e.g., artificial intelligence, robots, and algorithms) into employees' jobs. Unlike traditional technology, these new machines are equipped with the capability to make decisions autonomously. Thus, their nature overlaps with the orderliness subdimension of conscientious employees-resulting in a non-complementary mismatch. This calls into question whether the consensus about conscientious employees' effectiveness with 20th-century technology applies to 21st-century jobs. Integrating complementarity and role theory, we refine this consensus. Across three studies using distinct samples (an experience sampling study, a field experiment, and an online experiment from working adults in Malaysia, Taiwan, and the United States), each focused on a different type of intelligent machine, we show not only that using intelligent machines has benefits and consequences, but, importantly, that conscientious (i.e., orderly) employees are less likely to benefit from working with them.
UR - http://www.scopus.com/inward/record.url?scp=85135124659&partnerID=8YFLogxK
U2 - 10.5465/AMJ.2020.1516
DO - 10.5465/AMJ.2020.1516
M3 - Article
AN - SCOPUS:85135124659
SN - 0001-4273
VL - 65
SP - 1019
EP - 1054
JO - Academy of Management Journal
JF - Academy of Management Journal
IS - 3
ER -