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In recent years, the demand for road traffic has continued to increase, but the casualties and economic losses caused by traffic accidents have also remained high. Therefore, the use of social service robots to manage, supervise and warn real-time traffic information has become an inevitable trend of traffic safety management.

In order to explore the inherent objective development law of road traffic accidents, in this paper, the factor analysis (FA) is used to explore the main influencing factors of traffic accidents, then the random forest algorithm is applied to build an FA–RF-based road traffic accident severity prediction model to predict two- and three-category accidents.

By comprehensively comparing the classification results of the two- and the three-category accident prediction, it also finds that due to the intersection between injuries and fatalities and the lack of necessarily external environmental information, the FA–RF model has a large degree of misjudgment for injuries and fatalities. Therefore, it is recommended to establish a real-time autonomous information communication mechanism between different kinds of social robots, which can improve the prediction of traffic accidents.

(1) A fusion model of FA–RF is considered to predict traffic accidents, which can be applied in traffic service robot. (2) It is recommended to establish a real-time autonomous information communication mechanism between different kinds of social robots, which can improve the prediction of traffic accidents.

The purpose of this paper is twofold: first, determining which factors critically influence asymmetrical trust behaviors in construction projects within the Chinese context; second, proposing corresponding measures to deal with the asymmetrical behaviors of both the owner and the contractor promoting cooperative relationships among participants in construction organizations.

A theoretical model was developed and a questionnaire survey was conducted with 183 professionals. The data collected were analyzed by the structural equation modeling (SEM) technique.

The results identified six critical factors influencing trust asymmetry behavior in construction projects. The power imbalance, information asymmetry and cognitive difference have a positive influence on both upward-trust behavior and downward-trust behavior in the construction organization, while the competence, performance capacity and relationship satisfaction have negative effects.

This paper based on the assumption that trust asymmetry behavior has a negative impact on project performance, which should be further studied. Besides, future research may carry out a comparative analysis among the trusting relationships and behavior of different participants dynamically.

This paper contributes to the literature in three aspects. First, the factors influencing trust behavior in project organization have been identified for the first time. Second, a comprehensive view of trust asymmetry behavior has been theorized by SEM method. Third, the result bridges the existing gap caused by the lack of empirical evidence to understand the genetic mechanisms of trust asymmetry behavior in the construction industry.

The purpose of this paper is to enable community members to discuss their perceptions of eating habits and physical activity in relation to sixth, seventh, and eighth graders, and reveal facilitators and barriers to healthy eating behavior and physical activity engagement.

Nine focus groups, which included six groups from sixth, seventh, and eighth graders, two parents’ groups, and one teachers’ group, were conducted in a middle school in southwest Kansas. Individual influences, social influences, and larger contextual influences on early adolescent health were assessed by discussing behaviors, personal characteristics, and environmental factors, based on the Socio-Ecological Model (SEM).

Adolescent participants’ knowledge regarding healthful foods was limited. Taste and appearance were the two leading factors that contributed to food choices. Responses from adolescents, parents, and teachers all indicated difficulties when introducing new and healthful food items into adolescents’ diets. Besides physical education (PE) and school-related sports, the sources for physical activity were limited. Certain video games were specified as facilitators of physical activity by adolescents. Peer pressure was a predominant theme motivating most adolescents’ physical activities as well as food choices. These findings suggest numerous interrelated factors associated with healthy lifestyle in the population of this study.

By involving adolescents in the in-depth open-ended discussion through the focus groups helped reveal their unique attitudes, perceptions, and motivations toward practicing healthy lifestyles. Interventions targeting both behavior change and environmental change are needed.

Identifying the in-built art-based, multi-dimensionally dynamic nature of the Chinese notion of harmony from the philosophical perspective of Yijing, the purpose of this paper is to investigate the mechanisms among the degree of harmony, employee affective commitment (AC) and compliance behavior at workplace in China.

This paper follows an empirical research design. To reduce extraneous sources of variation and measurement error, this study constrained the sample collection to full-time employees in manufacturing. Regression analysis was used to examine the hypotheses.

Results show that the degree of harmony is positively related to AC and compliance behavior. Findings also confirm the mediation effect of AC on the relationship between the degree of harmony and employee compliance behavior.

The research suggests that firms in China may exploit boosting the degree of harmony in organizations as an effective means to enhance employee AC to and compliance with their employers. It enables non-Chinese managers to gain a better understanding of the importance of creating harmonious environment for Chinese employees.

This study demonstrates the East-West cultural differences on the notion of harmony (art-based vs science-based views), investigating HR-related issues in China through a newer and broader lens, namely a revolutionary view of “East-West” integrative thinking. Using the model decoded by Yijing's eight trigrams to measure organizational harmony, this paper proposes a novel framework illustrating the relationships between a unique Chinese cultural variable (harmony) and two well-established Western measures (AC and compliance behavior), in response to the recent call for analyzing context-specific implications to develop new context-sensitive theories in HRM.

Grounded in Yijing, the wellspring of Chinese philosophies, this research aims to propose a novel interpretation of the indigenous Yin-Yang harmony cognitive framework, and to elaborate on how to use it as a meta-theorising tool to characterise the conflicting yet complementary dynamics of strategy, commonly seen as the prominent feature of Chinese strategic thinking.

Using the Yin-Yang harmony approach (i.e. Yin as the endogenous factors and Yang the exogenous factors), the authors first put forward eight paradoxical situations facing Chinese organisations as per the changing paradigm of Yijing. Then the authors use the thick description model as a roadmap to identify three evolving trajectories in Chinese higher education (HE) system. Finally, they raise four strategic propositions regarding how competing HE institutes handle the conflicting yet complementary dynamics in China.

Results show that the main strategic choices used by two different types of higher education institutes to cope with the current high-level uncertainty and competition could be described in terms of the two “Qian” and “Li” strategic situations, respectively. More details are discussed in the four propositions.

This research brings potentially valuable implications for global regulators, policymakers, providers and other stakeholders through better understanding of HE-related issues, as well as certain distinct conceptual complexities in terms of developing strategies in China. It implies potentially significant differences in cognition between East and West, and illustrates what may be their workings.

This indigenous eight-dimensional paradigm demonstrates the conflicting yet complementary dynamic gestalt of organisational strategic choices that may only be realised in Chinese terms, and that cannot be elucidated by theories purely derived from Western experience. It thus can foster the transfer of understanding between the East and West and open a new chapter for future research.

The purpose of this paper is to employ a Yin-Yang harmony perspective to propose a novel circled 5C model to understand the unique harmonizing process of how conflicts are resolved in China. Despite increasing research on labor conflicts in Chinese manufacturing, Western theories still can not explain how Chinese culture influences conflict management.

The authors investigate a large manufacturer where a severe labor strike happened in South China. A mixed-methods research design is adopted. The scale of Chinese harmony and analysis of variance are used to identify the underlying unharmonious factors triggering the labor strike. The grounding theory approach (a case study) was adopted to further examine the proposed 5C model.

“Harmony with corporate system”, “Harmony between departments” and “Harmony with firm leader” were found to arouse employee grievances the most. Differences in age, gender, marital status, educational level, tenure and position were discovered to affect workers’ perceptions of workplace harmony. The proposed 5C model was supported.

As a lesson in handling escalating labor conflicts, this study allows foreign investors to better understand how to cope with relevant labor strife issues in China. In addition, this project integrates research with consultancy service, which can be seen as an exciting step forward in bridging academics and practitioners.

Based on Yin-Yang harmony thinking, this study suggests an integrative, context-specific concern – concern for harmony for China to transcend the Western dual-concern model regarding the choice of coping with conflicts. The paper constructs a novel circled 5C model of the Chinese harmonizing process (conflict, clash, communication, comprise and consensus), which characterizes the dynamic, contingent and art-oriented nature of Chinese conflict management.

On the basis of social identity theory, this paper aims to predict and test the influence of abusive supervision on service employees’ proactive customer service performance (PCSP) in the hotel industry.

Data were collected from 198 service employee-coworker dyads from 12 hotels in China. Previously developed and validated measures of abusive supervision, organizational identification, collectivism and PCSP were used and found to be highly reliable in this study.

Time-lagged data from 12 hotels in China reveal that abusive supervision negatively influences service employees’ PCSP, through organizational identification. In addition, employees’ collectivistic value orientation also strengthens the negative relationship between abusive supervision and organizational identification. These findings have several theoretical and managerial implications, especially for hospitality context.

First, the study suggests that hotels should design supervisors’ selection, training and monitoring to reduce mistreatment, which could be highly costly to employees’ identification and hence proactive behaviors. In addition, hotel supervisors are encouraged to learn to regulate their emotions by developing emotional management skills and interpersonal skills. Second, because collectivists are more likely to be affected by abusive supervisors, organizations should pay special attention to them by allocating more supportive resources, providing psychological comfort and expert counseling. Finally, hotels and managers should seek to meet individuals’ basic needs by fostering positive relationships between supervisors and employees, offering favorable treatment and connecting an organization’s goals with employees’ individual values. By doing so, employees’ organizational identification will be enhanced and hence contribute to PCSP.

First, scarcely any study has focused on negative types of leadership styles and how they affect employees’ PCSP. The authors address the research gap by extending the antecedent scope of PCSP to dark side management and provide empirical evidence about the suppressing effects of abusive supervision on PCSP. Second, the focus on organizational identification provides a new extension for social identity theory in application for incurring employees’ proactive behaviors. Third, this study provides a novel contribution by suggesting that the level of collectivism an employee holds can exacerbate the salience of abusive supervision.

The purpose of this paper is to examine the effects of authentic leadership on the work–family balance (WFB) of followers by focusing on the mediating roles of leader–member exchange (LMX) and work-to-family enrichment (WFE) and the moderating role of traditionality in China.

Data were collected using field survey research design. Participants included 206 employees in a pharmaceutical company in China.

The results indicate that LMX and WFE sequentially mediated the positive relationship between authentic leadership and WFB. In addition, traditionality strengthened the relationship between authentic leadership and LMX.

This study contributes to the integration of authentic leadership literature and the WFB model. This research also indicates that authentic leadership is a source of enhancing employees’ WFB. However, data are correlational and cross-sectional, which limits the ability to draw causal relationships.

The findings reveal that authentic leadership is effective in inducing followers’ WFB. The value of traditionality can strengthen the effect of authentic leadership.

This study addresses unexplored theoretical predictions and provides new directions for authentic leadership and work–family research.

This study aims to examine the effect of workplace sexual harassment (WSH) on hospitality employees’ workplace deviance and family undermining behaviors by focusing on the mediating effect of depression.

This research uses a three-phase field survey to collect data from hotels in China with a final sample of 266 hospitality employees. Data analysis techniques include descriptive statistics, confirmative factor analysis and hierarchical multiple regression.

This research finds that WSH is positively related to workplace deviance; WSH positively affects family undermining; depression is a mediator in the relationship between WSH and workplace deviance; and depression mediates the relationship between WSH and family undermining.

First, this research goes beyond the existing WSH literature by extending outcome variables to workplace deviance. Second, it is among the first to investigate the relationship between WSH and hospitality employees’ family life. Third, the examination of depression as a mediator advances the literature by unraveling the mediating mechanism underlying the effects of WSH on hospitality employees.

The purpose of this paper is to propose a research model in which coworker service sabotage influences hospitality employees’ service creativity via work engagement. It also aims to test the moderating effect of sensitivity to the interpersonal mistreatment of others (SIMO).

A time-lagged questionnaire study was performed in hotels in China. The hypotheses were tested via hierarchical multiple regression.

Coworker service sabotage is indirectly associated with hospitality employees’ service creativity via work engagement. The trait of SIMO buffers the harmful effect of coworker service sabotage.

Although our research design helps mitigate common method bias, it could still exist. Other coworker behaviors that might influence employees were not included in this research. The findings may also be biased due to the restricted sample from China.

Hospitality organizations should take measures to curb service sabotage. Organizations could also provide supportive resources to suppress the negative impacts of coworker service sabotage. Moreover, organizations should motivate those low in SIMO to care more about customers.

The research takes the lead in investigating the outcomes of service sabotage from a third-party perspective. Work engagement is identified as the mechanism for transmitting the impact of coworker service sabotage to employees. Moreover, a new moderator that attenuates the negative effects of coworker service sabotage is found.