Related Experiment Video
Updated: Jan 18, 2026
07:52
Investigating Motor Skill Learning Processes with a Robotic Manipulandum
Published on: February 12, 2017
9.2K
Digitization inequality: how robotization shapes gendered perceived pay fairness in China
Li Zhang1, Xianqing Tu1, Xin Yong2
1School of Economics, Guangdong University of Finance and Economics, Guangzhou, China.
Frontiers in Psychology
|September 8, 2025
Summary
Robotization boosts perceived pay fairness for male manufacturing workers more than females in China. This gender gap stems from men receiving greater wage gains, while skill development benefits women less.
Area of Science:
- Industrial Sociology
- Labor Economics
- Technology and Society
Background:
- Robotization is transforming manufacturing industries globally.
- Understanding its impact on workers' perceptions of fairness is crucial.
- Gender disparities in technological adoption and its benefits are a growing concern.
Purpose of the Study:
- To investigate the gendered effects of robotization on perceived pay fairness (PPFs) in China's manufacturing sector.
- To analyze how robotization contributes to gender disparities in PPFs.
- To explore the mediating roles of wage dynamics and skill development.
Main Methods:
- Analysis of survey data from 28,470 manufacturing workers in Guangdong, China.
- Application of ordinary least squares regression and instrumental variable techniques.
- Mediation analyses to assess the roles of wages and skill development.
Main Results:
- Robotization positively correlates with PPFs, with a stronger effect observed for men than women.
- Greater wage gains for men primarily explain the gender gap in PPFs.
- Wage growth mediates the robotization-PPF relationship for both genders, but less so for women.
Conclusions:
- Persistent gender disparities exist in the benefits of robotization, favoring male workers.
- Female workers experience weaker benefits due to smaller wage increases and limited impact of skill development.
- Policy interventions are needed to address gender wage gaps and enhance skill utilization for women in robotized workplaces.
Related Concept Videos
01:30Socioemotional Experience and Gender Development
268
Social-emotional experiences and cultural influences play significant roles in shaping gender development. During middle childhood, from ages 6 to 11, peer groups become dominant in reinforcing gender norms. Children in this age group often align with same-gender peer groups, which actively encourage behaviors that conform to traditional gender roles. For instance, boys may be discouraged from engaging in activities perceived as feminine, reinforcing culturally dictated norms about masculinity...
268
01:28Compensation Mechanisms
1.9K
The human body employs intricate mechanisms to counteract changes in blood pH, preventing conditions like acidosis (pH < 7.35) and alkalosis (pH > 7.45). These compensatory responses aim to restore normal arterial blood pH by engaging respiratory or renal systems, depending on the source of the imbalance.
Respiratory Compensation
This mechanism addresses metabolic-induced pH imbalances by adjusting breathing rates. Respiratory compensation begins within minutes of detecting a pH...
Respiratory Compensation
This mechanism addresses metabolic-induced pH imbalances by adjusting breathing rates. Respiratory compensation begins within minutes of detecting a pH...
1.9K
02:16Stereotype Content Model
15.4K
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
15.4K
01:26Equity Theory
263
Equity theory explains how our sense of fairness influences the dynamics of close relationships. Rooted in social psychology, the theory posits that individuals evaluate fairness by comparing the ratio of their contributions to the rewards they receive. Relationship satisfaction is highest when these ratios are perceived as balanced between partners, promoting mutual reciprocity and a sense of justice.Equity vs. Equality in RelationshipsEquity is distinct from equality. Fairness does not...
263
02:09Stereotype Threat and Self-fulfilling Prophecies
41.9K
When we hold a stereotype about a person, we have expectations that he or she will fulfill that stereotype. A self-fulfilling prophecy is an expectation held by a person that alters his or her behavior in a way that tends to make it true. When we hold stereotypes about a person, we tend to treat the person according to our expectations. This treatment can influence the person to act according to our stereotypic expectations, thus confirming our stereotypic beliefs. Research by Rosenthal and...
41.9K
02:55Stereotypes, Prejudice, and Discrimination
95.0K
Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
95.0K