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Keywords = deviant work behavior

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18 pages, 5593 KB  
Article
Decoding Analyses Show Dynamic Waxing and Waning of Event-Related Potentials in Coma Patients
by Adianes Herrera-Diaz, Rober Boshra, Richard Kolesar, Netri Pajankar, Paniz Tavakoli, Chia-Yu Lin, Alison Fox-Robichaud and John F. Connolly
Brain Sci. 2025, 15(2), 189; https://doi.org/10.3390/brainsci15020189 - 13 Feb 2025
Viewed by 1532
Abstract
Background/Objectives: Coma prognosis is challenging, as patient presentation can be misleading or uninformative when using behavioral assessments only. Event-related potentials have been shown to provide valuable information about a patient’s chance of survival and emergence from coma. Our prior work revealed that [...] Read more.
Background/Objectives: Coma prognosis is challenging, as patient presentation can be misleading or uninformative when using behavioral assessments only. Event-related potentials have been shown to provide valuable information about a patient’s chance of survival and emergence from coma. Our prior work revealed that the mismatch negativity (MMN) in particular waxes and wanes across 24 h in some coma patients. This “cycling” aspect of the presence/absence of neurophysiological responses may require fine-grained tools to increase the chances of detecting levels of neural processing in coma. This study implements multivariate pattern analysis (MVPA) to automatically quantify patterns of neural discrimination between duration deviant and standard tones over time at the single-subject level in seventeen healthy controls and in three comatose patients. Methods: One EEG recording, containing up to five blocks of an auditory oddball paradigm, was performed in controls over a 12 h period. For patients, two EEG sessions were conducted 3 days apart for up to 24 h, denoted as day 0 and day 3, respectively. MVPA was performed using a support-vector machine classifier. Results: Healthy controls exhibited reliable discrimination or classification performance during the latency intervals associated with MMN and P3a components. Two patients showed some intervals with significant discrimination around the second half of day 0, and all had significant results on day 3. Conclusions: These findings suggest that decoding analyses can accurately classify neural responses at a single-subject level in healthy controls and provide evidence of small but significant changes in auditory discrimination over time in coma patients. Further research is needed to confirm whether this approach represents an improved technology for assessing cognitive processing in coma. Full article
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12 pages, 796 KB  
Article
Protective Role of Self-Regulatory Efficacy: A Moderated Mediation Model on the Influence of Impulsivity on Cyberbullying through Moral Disengagement
by Marinella Paciello, Giuseppe Corbelli, Ileana Di Pomponio and Luca Cerniglia
Children 2023, 10(2), 219; https://doi.org/10.3390/children10020219 - 26 Jan 2023
Cited by 13 | Viewed by 3874
Abstract
During online interactions, adolescents are often exposed to deviant opportunities. In this context, the capacity to regulate one’s behavior is essential to prevent cyberbullying. Among adolescents, this online aggressive behavior is a growing phenomenon, and its deleterious effects on teenagers’ mental health are [...] Read more.
During online interactions, adolescents are often exposed to deviant opportunities. In this context, the capacity to regulate one’s behavior is essential to prevent cyberbullying. Among adolescents, this online aggressive behavior is a growing phenomenon, and its deleterious effects on teenagers’ mental health are well known. The present work argues the importance of self-regulatory capabilities under deviant peer pressure in preventing cyberbullying. In particular, focusing on two relevant risk factors, i.e., impulsivity and moral disengagement, we examine (1) the mediation role of moral disengagement in the process leading to cyberbullying from impulsivity; (2) the buffering effect of the perceived self-regulatory capability to resist deviant peer pressure in mitigating the effect of these impulsive and social–cognitive dimensions on cyberbullying. Moderated mediation analysis was performed on a sample of 856 adolescents; the results confirm that the perceived self-regulatory capability to resist peer pressure effectively mitigates the indirect effect of impulsivity through moral disengagement on cyberbullying. The practical implications of designing interventions to make adolescents more aware and self-regulated in their online social lives to counter cyberbullying are discussed. Full article
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15 pages, 491 KB  
Article
The Mediating Effect of Organizational Justice Perception on the Relationship between Ethical Leadership and Workplace Deviant Behaviors
by Cenk Tufan, Mete Kaan Namal, Bulent Arpat, Yeliz Yesil and Ibrahim Sani Mert
Sustainability 2023, 15(2), 1342; https://doi.org/10.3390/su15021342 - 10 Jan 2023
Cited by 20 | Viewed by 6642
Abstract
The present study examines whether there is a relationship between the ethical leadership (EL), organizational justice perception (OJP), and deviant behaviors (WDB) of customs officers working at international airports in Turkey, and aims to determine whether OJP has a mediating effect on the [...] Read more.
The present study examines whether there is a relationship between the ethical leadership (EL), organizational justice perception (OJP), and deviant behaviors (WDB) of customs officers working at international airports in Turkey, and aims to determine whether OJP has a mediating effect on the relationship between EL and WDB. For this purpose, the study was conducted on the 487 customs officers working at 28 airports open to international flights in Turkey. In this study, which was carried out with the quantitative method, the obtained data were analyzed with structural equation modeling (SEM). The results showed that EL had a direct and significant effect on OJP. On the other hand, OJP had a negative direct, and significant effect on deviant workplace behaviors. Moreover, there was no direct and consequential effect of EL on WDB. In addition, EL indirectly affected WDB through OJP, and the OJP had a full mediation effect between these two variables. The findings were interpreted by using social exchange theory. This study develops our understanding of the organization-level antecedents of WDB and mediating role of OJP as the social mechanism of EL. In the Conclusion section of the study, some theoretical conclusions are discussed, and recommendations are offered for customs managers. Full article
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19 pages, 358 KB  
Article
Understanding and Exploring the Concept of Fear, in the Work Context and Its Role in Improving Safety Performance and Reducing Well-Being in a Steady Job Insecurity Period
by Diego Bellini, Serena Cubico, Piermatteo Ardolino, Marino Bonaiuto, Maria Lidia Mascia and Barbara Barbieri
Sustainability 2022, 14(21), 14146; https://doi.org/10.3390/su142114146 - 29 Oct 2022
Cited by 9 | Viewed by 5380
Abstract
Job insecurity is attributable to the fear of being exploited by the organization and may have negative effects on employees. For example, it may lead employees to adopt non-compliant or deviant behaviors that harm individuals and their organization. However, knowledge about specific fears [...] Read more.
Job insecurity is attributable to the fear of being exploited by the organization and may have negative effects on employees. For example, it may lead employees to adopt non-compliant or deviant behaviors that harm individuals and their organization. However, knowledge about specific fears that have positive or negative effects on employees and organizations is limited. Therefore, this study aimed to detect the main fears related to job insecurity in an organization and the hidden meanings included in each of these fears that may cause negative and positive effects on important work-related outcomes. Further, we identified safety behaviors related to the previously identified fears. Notably, we investigated whether fears reduce well-being, the number of accidents and near misses, and behaviors related to safety and whether they increase the perceived probability of making mistakes. We conducted 65 focus groups with 37 managers/employees and 180 workers in separate groups. Furthermore, they completed a self-report questionnaire. We identified eleven fears and related meanings and ten safety behaviors. Multivariate regression analyses revealed that fears were significantly negatively associated with well-being and safety behaviors but not with the probability of making mistakes and causing accidents. Thus, fears play a key role in promoting behaviors, organizational strategies, and employees’ well-being. The analysis results show that fears are included in a main general factor and suggest a new way to consider fears at work. Given our findings, we propose a new definition of fear in the organization. Full article
(This article belongs to the Section Economic and Business Aspects of Sustainability)
13 pages, 795 KB  
Article
Work Alienation, Deviant Workplace Behavior and Performance in Public Sector
by Rigoberto García-Contreras, Juana Patricia Muñoz-Chávez, Rosa Leticia Muñoz-Chávez, Evangelina Lezama-León and Héctor Barrios-Quiroz
Sustainability 2022, 14(17), 10490; https://doi.org/10.3390/su141710490 - 23 Aug 2022
Cited by 10 | Viewed by 6322
Abstract
The aim of this article is to analyze the level of association and effect between work alienation, deviant workplace behavior, and performance in public sector organizations. Based on a literature review and relying on the theoretical perspective of the knowledge-based view strategy, the [...] Read more.
The aim of this article is to analyze the level of association and effect between work alienation, deviant workplace behavior, and performance in public sector organizations. Based on a literature review and relying on the theoretical perspective of the knowledge-based view strategy, the hypotheses were formulated. The method consisted of a cross-sectional study in Mexican public organizations, and a multivariate analysis of structural equation modeling (SEM) was performed. The results confirmed the association between work alienation, deviant workplace behavior, and performance. Furthermore, findings showed a high and positive relationship between work alienation and organizational performance within the context. The originality lies in the positive incidence among the variables under study within the public sector context; this is not consistent with what is suggested by the related literature. Full article
(This article belongs to the Section Economic and Business Aspects of Sustainability)
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18 pages, 959 KB  
Article
Why and When Temporary Workers Engage in More Counterproductive Work Behaviors with Permanent Employees in Chinese State-Own Enterprise: A Social Identity Perspective
by Xiaolang Liu, Chuanyan Qin, Shanshi Liu and Wenzhu Lu
Int. J. Environ. Res. Public Health 2022, 19(13), 8030; https://doi.org/10.3390/ijerph19138030 - 30 Jun 2022
Cited by 3 | Viewed by 3328
Abstract
Why do temporary workers sharing the same working conditions as permanent employees still frequently engage in deviant behaviors that negatively affect the organization’s interests? Drawing on the theory of social identity, this articlr discusses the relationships among employment status, organizational identification, and counterproductive [...] Read more.
Why do temporary workers sharing the same working conditions as permanent employees still frequently engage in deviant behaviors that negatively affect the organization’s interests? Drawing on the theory of social identity, this articlr discusses the relationships among employment status, organizational identification, and counterproductive work behavior. Time-lagged data were collected from sample of 210 dyads of employees and corresponding supervisors from a large Chinese state-owned service company, to test hypothesis. Results showed that temporary workers engage in counterproductive work behaviors more frequently than permanent employees, and organizational identification plays a mediating role in this process. Turnover intention moderated the relationship between employment status and counterproductive work behavior (organizational identification). In terms of turnover intention, organizational identification and counterproductive work behavior, two types of employees did not exhibit a significant difference. However, when turnover intention increase, there was a sharper decline in organizational identification and a greater increase in counterproductive work behaviors among temporary employees than among permanent employees. Finally, the theoretical and practical implications of these findings and future research directions are discussed. Full article
(This article belongs to the Special Issue Occupational Safety and Health: Emerging Psychosocial Risk Factors)
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14 pages, 586 KB  
Review
A Multidimensional Model of Abusive Supervision and Work Incivility
by Shahab Ali, Iftikhar Hussain, Farrukh Shahzad and Aneeqa Afaq
Sustainability 2022, 14(11), 6505; https://doi.org/10.3390/su14116505 - 26 May 2022
Cited by 12 | Viewed by 4326
Abstract
The ubiquity of abusive supervision in the workplace, as well as the serious repercussions that come with it, has prompted scholars to investigate the numerous dynamics of this problem. This research examines the circumstances in which subordinates react to abusive supervisory behavior. The [...] Read more.
The ubiquity of abusive supervision in the workplace, as well as the serious repercussions that come with it, has prompted scholars to investigate the numerous dynamics of this problem. This research examines the circumstances in which subordinates react to abusive supervisory behavior. The study hypothesizes the negative impacts of abusive supervision associated with the impression of unfairness and politics in the workplace toward a subordinate deviant attitude based on current research and theoretical perspectives. According to the suggested paradigm, abusive supervision leads to subordinates’ work incivility by creating an unfair and politically thrilling atmosphere in the workplace. Furthermore, the study found that political skill and work incivility are linked to each other; workers who are experts in using political tactics are not supposed to turn toward work incivility while responding to the abusive behavior of the top management. The research was based on the social exchange theory and uncertainty management theory. Full article
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17 pages, 647 KB  
Article
Impact of Sleep Deprivation on Job Performance of Working Mothers: Mediating Effect of Workplace Deviance
by Yuwei Deng, Jacob Cherian, Kalpina Kumari, Sarminah Samad, Jawad Abbas, Muhammad Safdar Sial, József Popp and Judit Oláh
Int. J. Environ. Res. Public Health 2022, 19(7), 3799; https://doi.org/10.3390/ijerph19073799 - 23 Mar 2022
Cited by 22 | Viewed by 8224
Abstract
The current study takes its philosophical roots from organizational behavior and psychology domains to investigate the impact of sleep deprivation on the job performance of mothers working in primary, secondary, and higher education institutions (HEIs) of Pakistan. It also examines the mediating role [...] Read more.
The current study takes its philosophical roots from organizational behavior and psychology domains to investigate the impact of sleep deprivation on the job performance of mothers working in primary, secondary, and higher education institutions (HEIs) of Pakistan. It also examines the mediating role of workplace deviance in the relationship between sleep deprivation and the job performance of working mothers. The authors followed the non-probability convenience sampling technique to study the relationship between sleep deprivation, workplace deviance, and job performance. The structural analyses indicated that sleep deprivation has a significant negative impact on the job performance of working mothers and sleep-deprived individuals often tend to perform poorly at the workplace. Such workers are also more likely to engage in workplace deviant behaviors. Moreover, workplace deviance is also found to act as a mediating variable in the relationship between sleep deprivation and job performance. The present research bridges the literature gap on the rarely investigated factors, namely sleep deprivation and workplace deviance, and provide a detailed understanding of how these factors can influence the performance of working mothers, specifically in Pakistan. Full article
(This article belongs to the Special Issue Extending the Focus on Sleep Health as Well as Sleep Disorders)
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20 pages, 1291 KB  
Article
Is Anyone Else Feeling Completely Nonessential? Meaningful Work, Identification, Job Insecurity, and Online Organizational Behavior during a Lockdown in The Netherlands
by Jaap W. Ouwerkerk and Jos Bartels
Int. J. Environ. Res. Public Health 2022, 19(3), 1514; https://doi.org/10.3390/ijerph19031514 - 28 Jan 2022
Cited by 12 | Viewed by 4923
Abstract
COVID-19 has affected employees worldwide, and in many countries, governments have used lockdowns to control the pandemic. In some countries, employees were divided into essential and nonessential workers. A survey among Dutch employees (N = 408) investigated how a lockdown in response to [...] Read more.
COVID-19 has affected employees worldwide, and in many countries, governments have used lockdowns to control the pandemic. In some countries, employees were divided into essential and nonessential workers. A survey among Dutch employees (N = 408) investigated how a lockdown in response to the pandemic affected work perceptions. The study found that employees who were not working during lockdown, or whose work hours were reduced sharply, perceived their job as contributing less to the greater good, identified less strongly with their organization, and experienced more job insecurity compared with those who retained a large percentage of their work activities. The longer employees were in lockdown, the weaker their greater-good motivations and the more job insecurity. Furthermore, identification with colleagues and perception of positive meaning in one’s job were significant predictors of online organizational citizenship behavior directed at other individuals (OCB-I), whereas organizational identification predicted such behavior directed at the organization (OCB-O). Moreover, indicative of a job preservation motive, increased job insecurity was related to more online OCB-O, and more deviant online behaviors directed at others in the form of cyberostracism and cyberincivility. We further discuss practical lessons for future lockdowns to minimize negative consequences for organizations and employees. Full article
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20 pages, 5865 KB  
Article
Spatiotemporal Correlation Feature Spaces to Support Anomaly Detection in Water Distribution Networks
by Susana C. Gomes, Susana Vinga and Rui Henriques
Water 2021, 13(18), 2551; https://doi.org/10.3390/w13182551 - 17 Sep 2021
Cited by 13 | Viewed by 3890
Abstract
Monitoring disruptions to water distribution dynamics are essential to detect leakages, signal fraudlent and deviant consumptions, amongst other events of interest. State-of-the-art methods to detect anomalous behavior from flowarate and pressure signal show limited degrees of success as they generally neglect the simultaneously [...] Read more.
Monitoring disruptions to water distribution dynamics are essential to detect leakages, signal fraudlent and deviant consumptions, amongst other events of interest. State-of-the-art methods to detect anomalous behavior from flowarate and pressure signal show limited degrees of success as they generally neglect the simultaneously rich spatial and temporal content of signals produced by the multiple sensors placed at different locations of a water distribution network (WDN). This work shows that it is possible to (1) describe the dynamics of a WDN through spatiotemporal correlation analysis of pressure and volumetric flowrate sensors, and (2) analyze disruptions on the expected correlation to detect burst leakage dynamics and additional deviant phenomena. Results gathered from Portuguese WDNs reveal that the proposed shift from raw signal views into correlation-based views offers a simplistic and more robust means to handle the irregularity of consumption patterns and the heterogeneity of leakage profiles (both in terms of burst volume and location). We further show that the disruption caused by leakages can be detected shortly after the burst, highlighting the actionability of the proposed correlation-based principles for anomaly detection in heterogeneous and georeferenced time series. The computational approach is provided as an open-source tool available at GitHub. Full article
(This article belongs to the Special Issue Water Supply Assessment Systems Developing)
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15 pages, 812 KB  
Article
The Effect of Job Security on Deviant Behaviors in Diverse Employment Workplaces: From the Social Identity Perspective
by Chuanyan Qin, Kunjin Wu, Xiaolang Liu, Shanshi Liu and Wenzhu Lu
Int. J. Environ. Res. Public Health 2021, 18(14), 7374; https://doi.org/10.3390/ijerph18147374 - 9 Jul 2021
Cited by 8 | Viewed by 3936
Abstract
Organizational scholars concur that job security can attach employees to a workplace and improve their job quality. The relationship between job security and employees’ deviant behaviors in the workplace, such as counterproductive work behavior (CWB), lacks insights into how or why this occurs, [...] Read more.
Organizational scholars concur that job security can attach employees to a workplace and improve their job quality. The relationship between job security and employees’ deviant behaviors in the workplace, such as counterproductive work behavior (CWB), lacks insights into how or why this occurs, especially in a diversified employment context. To address these limitations, we developed a theoretical model of job security impact on employees’ CWB from the perspective of social identity. Analysis of employees (N = 208) and their supervisors in a China state-owned company were used to test the hypothesis. Results confirmed the negative relationship between job security and CWB; organizational identification partly mediates the relationship between job security and CWB. Moderated mediation analyses further indicate that the indirect effect of job security on CWB via organizational identification are stronger for temporary employees than for permanent employees. This article contributes to the understanding of job security’s impact on employees’ deviant behavior, practical implications and research aspects are discussed. Full article
(This article belongs to the Special Issue Aged Society, Occupational Safety and Health, and Work Sustainability)
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15 pages, 385 KB  
Article
Change Point Detection in Terrorism-Related Online Content Using Deep Learning Derived Indicators
by Ourania Theodosiadou, Kyriaki Pantelidou, Nikolaos Bastas, Despoina Chatzakou, Theodora Tsikrika, Stefanos Vrochidis and Ioannis Kompatsiaris
Information 2021, 12(7), 274; https://doi.org/10.3390/info12070274 - 2 Jul 2021
Cited by 19 | Viewed by 5123
Abstract
Given the increasing occurrence of deviant activities in online platforms, it is of paramount importance to develop methods and tools that allow in-depth analysis and understanding to then develop effective countermeasures. This work proposes a framework towards detecting statistically significant change points in [...] Read more.
Given the increasing occurrence of deviant activities in online platforms, it is of paramount importance to develop methods and tools that allow in-depth analysis and understanding to then develop effective countermeasures. This work proposes a framework towards detecting statistically significant change points in terrorism-related time series, which may indicate the occurrence of events to be paid attention to. These change points may reflect changes in the attitude towards and/or engagement with terrorism-related activities and events, possibly signifying, for instance, an escalation in the radicalization process. In particular, the proposed framework involves: (i) classification of online textual data as terrorism- and hate speech-related, which can be considered as indicators of a potential criminal or terrorist activity; and (ii) change point analysis in the time series generated by these data. The use of change point detection (CPD) algorithms in the produced time series of the aforementioned indicators—either in a univariate or two-dimensional case—can lead to the estimation of statistically significant changes in their structural behavior at certain time locations. To evaluate the proposed framework, we apply it on a publicly available dataset related to jihadist forums. Finally, topic detection on the estimated change points is implemented to further assess its effectiveness. Full article
(This article belongs to the Special Issue Predictive Analytics and Illicit Activities)
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17 pages, 352 KB  
Article
Achieving Juvenile Justice through Abolition: A Critical Review of Social Work’s Role in Shaping the Juvenile Legal System and Steps toward Achieving an Antiracist Future
by Durrell M. Washington, Toyan Harper, Alizé B. Hill and Lester J. Kern
Soc. Sci. 2021, 10(6), 211; https://doi.org/10.3390/socsci10060211 - 5 Jun 2021
Cited by 10 | Viewed by 13297
Abstract
The first juvenile court was created in 1899 with the help of social workers who conceptualized their actions as progressive. Youth were deemed inculpable for certain actions since, cognitively, their brains were not as developed as those of adults. Thus, separate measures were [...] Read more.
The first juvenile court was created in 1899 with the help of social workers who conceptualized their actions as progressive. Youth were deemed inculpable for certain actions since, cognitively, their brains were not as developed as those of adults. Thus, separate measures were created to rehabilitate youth who exhibited delinquent and deviant behavior. Over one hundred years later, we have a system that disproportionately arrests, confines, and displaces Black youth. This paper critiques social work’s role in helping develop the first juvenile courts, while highlighting the failures of the current juvenile legal system. We then use P.I.C. abolition as a theoretical framework to offer guidance on how social work can once again assist in the transformation of the juvenile legal system as a means toward achieving true justice. Full article
(This article belongs to the Special Issue Racial and Ethnic Issues in the Criminal Justice System)
16 pages, 644 KB  
Article
Uncovering the Indirect Impact of Work Ethic on Engineering Students’ Productivity through Positive and Negative Organizational Behaviors and Workaholism
by Humayun Sattar, Tasweer Hussain Syed, Afshan Naseem, Yasir Ahmad, Muhammad Zeeshan Mirza and Masood Raza
Sustainability 2021, 13(5), 2922; https://doi.org/10.3390/su13052922 - 8 Mar 2021
Cited by 7 | Viewed by 5152
Abstract
The main objective of this study is to investigate the mediating effects of organizational citizenship behavior (OCB), destructive deviant behaviors (DDB), constructive deviant behaviors (CDB), and workaholism (WA) in the relationship between work ethic (WE) and the productivity of engineering students. Another objective [...] Read more.
The main objective of this study is to investigate the mediating effects of organizational citizenship behavior (OCB), destructive deviant behaviors (DDB), constructive deviant behaviors (CDB), and workaholism (WA) in the relationship between work ethic (WE) and the productivity of engineering students. Another objective is to present a comprehensive holistic model of relationships of these organizational behaviors (OB), attitudes, and work ethic with the productivity. Structure equation modeling (SEM) and Hayes’ processes are used to analyze the hypothesized model. Data were randomly collected from 400 participants from the universities of Pakistan. The overall assessment of the model showed that WE indirectly effects productivity through mediating variables (OCB, DDB, CDB, WA). One of the implications of this finding is that education practitioners/planners should promote work ethic (considered essential for sustainable management practices by contemporary researchers also) among engineering students. This ethic will be reflected in students’ behaviors (enhanced positive behaviors/attitudes, i.e., OCB, CDB, and WA, and reduced negative behaviors i.e., DDB) which will in turn improve their productivity. The originality of this research lies in it being the first to explore the indirect effect of Islamic work ethic (IWE) on individuals’ productivity through OCB, DDB, CDB, and WA. Full article
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16 pages, 1267 KB  
Article
The Influence of the COVID-19 Event on Deviant Workplace Behavior Taking Tianjin, Beijing and Hebei as an Example
by Yingyan Liu, Zaisheng Zhang and Heng Zhao
Int. J. Environ. Res. Public Health 2021, 18(1), 59; https://doi.org/10.3390/ijerph18010059 - 23 Dec 2020
Cited by 22 | Viewed by 6504
Abstract
Background: Since the beginning of 2020, the Corona Virus Disease has broken out globally. This public health incident has had a great impact on the work and life of the public. Aim: Based on the event system theory, this article explored [...] Read more.
Background: Since the beginning of 2020, the Corona Virus Disease has broken out globally. This public health incident has had a great impact on the work and life of the public. Aim: Based on the event system theory, this article explored the influence of the “COVID-19” event on emotional exhaustion and deviant workplace behaviors. Methods: This survey’s objects are employees working in Tianjin, Beijing, Hebei affected by the epidemic. Using the questionnaire star, the online platform of the Marketing Research Office of Peking University and “snowball” methods 700 questionnaires were collected. Results: The response rate was 89.71% (n = 700). Female employees are more sensitive to the perceived event strength of the novel coronavirus pneumonia than male employees (F = 10.94, p <0.001); Employees aged 30–40 affected by the epidemic have the highest level of emotional exhaustion (F = 5.22, p < 0.01); A higher education level leads to a higher level of emotional exhaustion (F = 4.74, p < 0.01); The emotional exhaustion is polarized with the annual family income (F = 4.099, p < 0.01). Conclusions: The novelty, disruption, criticality of the Corona Virus Disease event has had a positive impact on the emotional exhaustion of employees in the workplace; Emotional exhaustion plays a partly mediating role between event strength with constructive deviant behaviors, and destructive deviant behaviors. Emotional exhaustion has a positive effect on creative constructive deviant behaviors, challenging constructive deviant behaviors, and interpersonal destructive deviant behaviors. Emotional exhaustion has a negative impact on organizational destructive deviant behaviors, and has no significant impact on interpersonal constructive deviant behaviors. Full article
(This article belongs to the Special Issue Stress and Work)
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