Cyber Workplace Bullying: An Empirical Study

Previous research on cyber workplace incivility (CWPI) is dependent and severely limited by psychological and social-psychological perspectives. This research builds on the previous studies by applying the Labor Process Theory with its core characteristics of power, control, and exploitation of labor so that further exploration of workplace incivility issues could be carried out. This research also uses Conservation of Resources (COR) Theory to explain the devastating long term negative impact of cyber workplace incivility on employees. The researchers also look at the role of technology due to increased connectivity, such as email, social media, mobile communication, blogs, and internet message boards at the workplace. This article contributes by looking at individual and institutional antecedents of CWPI and provides empirical support using a survey study.


Introduction
Workplace incivility is established as a significant research topic internationally. However, the different places still lag from the rest of the world in the identification and investigation of this phenomenon (Vega & Comer, 2005). Many studies with a few exceptions examine workplace work-place incivility and its outcome within a psychological and social psychological framework. Some (Lewis & Rayner, 2003;Hoel & Beale, 2006;Beale & Hoel, 2010;Hutchinson et al., 2010;Hutchinson & Jackson, 2015) explore the concept of workplace.
Generally, workplace negative behaviors seen from the "eyes of labor process theory" are possibly "conceived as an endemic feature of the capitalist employment relationship" (Beale & Hoel, 2011). According to (Beale & Hoel, 2011), He or she misuses this authority without facing any disciplinary procedures by the management. All symptoms like anxiety, depression, and stress experienced by the victim are viewed by the senior management as personality characteristics-victim's inability to cope and lack of efficiency in his/her work performance (Baillien et al., 2009). If someone reported work-place incivility, she or he is typecast as a neurotic and hypersensitive person by the management. "… can be repackaged by management as being an illusion of the worker: it's all in the mind" (McIntyre, 2005), thus, making the victim of incivility face a significant backlash instead of the preparator.

The Labor Process Theory
The entire concept of labor process theory is based on the ideology of paid employment, the relationship between employer and worker, which also includes management, unions, government, and state (McIntyre, 2005;Beale & Hoel, 2011). Labor process theory argued that management used and controlled labor to generate profit. The major structure of the labor process theory is built on dominance.
In a factory system, workers no longer owned the instruments of production and were forced to sell their labor as their only means of livelihood. The capitalist, unlike the worker, was in possession of capital, enabling him or her to acquire the instruments of production and raw materials. The capitalist employed labor to transform raw materials into finished products that could be sold to earn a surplus and earn more profits (Braverman, 1974).
The capitalist main objective was to earn surplus or profits. To increase his or her profits, the capitalist utilized the labor power to its maximum potential. Under scientific management, labor power was reduced to a commodity. Scientific management resulted in a clear separation between execution and conception of labor process (Taylor, 2004). The functions of conception, coordination, and control were now performed by the management in a capitalist economy (Braverman, 1974).
This resulted in clear separation of the tasks of conception and execution, rendering workers and their labor a mere commodity. To quote (Milkman, 1997), "You [the employee] are a machine, an object, a piece of equipment. If it breaks, they will replace it. They don't care about the individual". It is true that scientific management increased production capacity and efficiency but simultaneously, and perhaps to a larger extent, it focused more on increasing management's control over labor, to remove any form of resistance and accumulate profits.

Conservation of Resources (COR) Theory
Conservation of Resources (COR) theory is built on the principle that individuals are driven to look after their existing resources i.e., conservation and obtain new resources i.e., acquisition. Resources are generally defined as objects, states, conditions, and other things that have value (Hobfoll, 1988). The value of resources is dependent on the individual personal experiences and situations.
According to COR, most individuals exhibit a primacy of resource loss meaning that it is psychologically more harmful for individuals to lose resources than it is helpful for them to gain the resources that they lost (Halbesleben et al., 2014). This means losses at work will have more impact than gains. Employees' lost resources at work are linked to negative psychological outcomes. This also have a motivational element as well because employees will engage in actions that avoid resource reduction since loss can have such an intense negative impact on their well-being (Halbesleben et al., 2014). The second principle is resource investment meaning that individuals are more likely to invest to protect against loss or to recover from losses (Halbesleben et al., 2014).

Hypotheses Development
A survey is used as a method to research the hypotheses in Figure 1. Structured Equations Modeling (SEM) using the Statistical package for the social science (SPSS) software is used to test the hypotheses significance and overall model fit.
All the hypotheses were verified using the two-tailed and statistical significance for all analyses was set at .05. Furthermore, Pearson's r was used to test the correlation between variables.

Cyber Work-Place Incivility (CWPI)
Generally, workplace incivility is defined as low-intensity deviant behavior at work with an ambiguous intent to harm (Schilpzand et al., 2016). Workplace incivility is distinct from other interpersonal workplace abusive behavioral constructs because it is less severe than aggression, violence, and bullying. It is also unclear, covert, or ambiguous intent to harm making it difficult to diagnose (Schilpzand et al., 2016). More covert abusive behavior is usually done by supervisors and bosses due to their more powerful positions, yet workplace incivility could be performed by anyone in the organization including peers, customers, and managers (Schilpzand et al., 2016).
Cyber workplace incivility (CWPI) is defined as communicative behavior that are exhibited in the context of using information technology interactions and that break workplace norms for mutual respect. The perpetrator of the cyber behavior may or may not mean to cause harm (Lim & Chin, 2006). CWPI may include negative behaviors like using electronic communication to send messages in a discourteous tone, saying something hurtful, paying little attention for a request for communication, and using e-mail for time-sensitive messages such as canceling or scheduling a meeting on short notice (Park et al., 2018).  Management controls are the actions of employees within an organization who are encouraged to perform certain actions while discouraged from doing other actions to achieve organizational goals (Theodosiou & Katsikea, 2007). Management control falls into two broad categories of micromanagement and job autonomy.
Micromanagement is defined as a management control where a manager closely observes or controls the work of an employee. It shows lack of trust between the manager and the employees and lack of the manager's self confidence in his/her in education, knowledge, skills, or abilities (Frensh & Mulyadi, 2019). Generally, it is more likely that people at higher level of the organization target people at lower level of the organization with uncivil electronic communication. These managers and supervisors who have control of organizational resources probably hold more power over their subordinates and are less likely to be held accountable for their negative actions (Pearson et al., 2000).
According to (Knight, 2015), Micromanagement style managers like to be carbon copied in all employee's electronic communication, seldom satisfied with their employee's work, and want to control the smallest details. These managers may not trust themselves or their employees and are more likely to use uncivil language in their electronic communication to compensate for their lack of self-confidence. (Porath & Pearson, 2012) found that being targeted by incivility is strongly related with being with angry and fearful. Anger and fear are indicators of managers who have low self-confidence and are more likely to engage in micromanagement potentially leading to uncivil CWPI.
Based on Labor process theory, a manager views his or her employees as replaceable cogs in a machine that aims to generate profits (Milkman, 1997). These micromanagers, obsessed with controlling their employees, are less likely to pay attention to the feelings of their workers and more likely to engage in uncivil behavior. Poverty may induce workers to accept uncivil behavior which could make managers see that uncivil behavior does not have consequences thus engaging in more offences (Denenberg & Braverman, 2001).
H1a: The higher the micromanagement controls the higher the cyber workplace work-place incivility.
Managers who practice job autonomy (AUTN) with their employees by enabling them through freedom, independence, and discretion to schedule their own work, make and select the methods used to perform their tasks (Hackman & Oldham, 1975). AUTN allows employees to define their role because they will have greater discretion in deciding how to perform the work (Hackman & Oldham, 1975).
Managers who give their employees autonomy are more likely to engage in cyber workplace uncivility, when employees have more control over their work, there is a higher probability of power struggles between employees and their managers resulting in more resentment and negative communication (Spector, 1986). Autonomy may not encourage cooperation since managers and employees are more likely to work alone, potentially giving employees and managers the impression that cordiality is not an important leading to more conflict (Seigel, 2004). This negative communication is more likely to take place electronically leading to higher CWPI.
H1b: The higher the responsible autonomy the higher the cyber workplace work-place incivility. b) Managerial leadership style factors Managerial leadership styles are the methods of providing guidance and direction, implementing plans, and motivating employees (Kotter, 2001). These include the total pattern of explicit and implicit actions taken by the leader. The autocratic and the democratic leadership styles are the main leadership styles that may impact CWPI. For example, an autocratic leadership style is where a manager makes decisions without employees' participation or with little input from employees. These leaders make choices based on their own ideas and judgments and rarely accept advice, thus exercising absolute, authoritarian control over their subordinates (Ardichvili & Kuchinke, 2002).
Labor process theory postulates that autocratic managers focus on subordination of workers by using control techniques that emphasize coercion and less civility (Akella, 2016). These managers are more likely to humiliate and dehumanize their employees to increase obedience and reduce dissent or resistance among lower ranks (Akella, 2016). Autocratic managers are more likely to be coercive, distant, and production-oriented management, hence may be less interested in fostering positive relationships with their employees (Sakurai, 2020). These managers are more likely to engage in uncivility online because they care only about compliance and dominating their subordinates through technology as a means of public ridiculing, usurping credit for employee's successes, and scapegoating employees (Schyns & Schilling, 2013).
H2a: The higher the autocratic style the higher the cyber workplace work-place incivility.
A democratic leader makes decision through consulting his/her employees and soliciting their input or opinion, thus making employees' input valuable by encouraging positive communication, build positive relationships between employees (Sharma & Singh, 2013). Democratic managers depend upon group de-cision making, active member involvement. honest praise and criticism, and a degree of comradeship (Gastil, 1994). Democratic managers operate ordering to (Giltinane, 2013) subordinates feel valued when a democratic leader shares his/her vision to achieve work goals and encourages members to be creative, problem solve and grow professionally This type of manager is likely to encourage positive electronic communication and is unlikely to engage in cyber work-place incivility.
H2b: The higher the democratic style the lower the cyber workplace incivility.
2) Consequences of CWPI Role stress is sometimes seen as the result of the difference between an employee's perception of their role and what is being done by that employee within a company. Hence, role stress occurs when there is discrepancy between expectations and reality resulting in emotional exhaustion (Lambert & Lambert, 2001). Being a victim of incivility may lead to increase stress due to the increase in the stress in the work environment. The recipient of the incivility may experience psychological stress due to the unpleasant exchange and increased probability of interpersonal conflict (Penney & Spector, 2005). An employee receiving a rude electronic communication from his/her boss and may feel compelled to respond but is unable because he/she has a lower position resulting and thus absorbs the stress projected from the superior.
According to COR, employees try to gain, protect, and build resources. Stressors in the environment such as cyber incivility consume resources because cyber incivility drain cognitive and emotional resources through rude and discourteous actions. These stressors in turn may perhaps increase the employee's role stress. Employees who experience incivility are more likely to cognitively perceive it as threatening making incivility targets report psychological distress after the incivility encounter (Thompson et al., 2016). Acts of cyber incivility are difficult to forget, leading targets to remember the mistreatment, because they are a permanent record of these incidents online, thus making them more stressful.
H3a: The higher the cyber workplace work-place incivility the higher the role stress.
Employee turnover (TURN) is the withdrawal decision process in a series of several psychological steps: that includes evaluation of job, thinking of quitting, evaluation of expected utility of search and cost of quitting, intention to search for alternatives, search for alternatives, evaluation of alternatives, comparison of alternatives versus present job and deciding to leave the job or stay (Mobley, 1977). If there are positive relations and interactions between employees and their managers, they are less likely to voluntarily leave their jobs (Rahim & Cosby, 2016). However, cyber incivility may lead to increased hostility in the workplace and increasing hostility leading employees to consider transferring to another department or resigning.
According to COR theory, if an employee's experiences the stress of loss of resources or psychological loss of dignity from cyber incivility potentially acting as micro-stressors, these micro-stressors are going to accumulate over time making employees less loyal to the organization. In time, they may be more likely to leave their job (Giumetti et al., 2013). Employees are also more likely to withdraw from work physically or physiologically to restore these resources (Wright & Cropanzano, 1998).
H3b: The higher the workplace work-place incivility the higher the employee turnover.
Job satisfaction (SATS) is how employees feel or their emotional response about different dimensions of their job. It is the extent that employees like or dislike their job (Spector, 1997). Employees who are exposed to cyber incivility may become dissatisfied with their jobs because they may develop negative affect towards their job (Giumetti et al., 2016). This negative attitude coming from the hostile work environment may create a negative sense of personal wellbeing making the employee unhappy and spending time focusing on work problems, even outside work hours leading to growing resentment of their workplace (Lim et al., 2008). Based on COR theory, that incivility can deplete individuals' resources and lead to decreased job dissatisfaction.
H3c: The higher the workplace work-place incivility the lower the job satisfaction.

Data Analysis
The SPSS version 21 (IBM SPSS Statistics) was used to conduct the data analysis. All statistical tests were two-tailed and statistical significance for all analyses was set at .05. We first performed the normality test and homogeneity test of variance. Then, descriptive statistics were used to describe the participants' socio-demographic characteristics and the variables scores. Pearson's r correlations were used to examine the associations between the variables (MICR, AUTN, AUTR, DEMO, CWPI, RSTR, TURN, and SATS) scores. The structural equation modeling (SEM) with maximum likelihood and bootstrapping methods were used to test the hypothesized model ( Figure 1).

Data Collection
A survey was created based on items that were used in previous research in the field. Total of 2500 surveys were distributed, and the response rate was approximately 5.9%. The data analysis is based on the 148 usable questionnaires. Since, the researchers set the confidence level at 95%. This required a sample a minimum sample size of 87 to be able to conduct the research (Krejcie & Morgan, 1970). Since there are 148 respondents, this is more than enough.
The low response rate may have occurred because many individuals lost their jobs or changed their jobs because of the Covid-19 pandemic and therefore were out of the researchers' reach due to changing their contact information. Furthermore, the Covid-19 pandemic was considered a unique opportunity for researchers to examine interesting social, economic, and business topics, thus many of them send surveys to participants in several organizations. Consequently, these individuals received many surveys and may have stopped answering surveys due to research fatigue. This happens when potential participants of interest become tired of engaging with research, consequently avoiding further participation (Patel et al., 2020).

The Sample List
The sample for the study was randomly selected from the people that are working for a Saudi organization. Most respondents (62.8%) are working for a private sector, and 32.4% of respondents were working for a public organization. In terms of education level, over 40% of the sample had earned a bachelor's degree.
Almost 28.4% of the sample had earned master's degree; and 22.3% of them had earned PhD. Male respondents comprised 93.2% of the sample. The details of the demographic data are shown in Table 2.

Data Analysis
The SPSS version 21 (IBM SPSS Statistics, Armonk, NY, USA) was used to conduct the data analysis. All statistical tests were two-tailed and statistical significance for all analyses was set at .05. We first performed the normality test and homogeneity test of variance. Then, descriptive statistics were used to describe the participants' sociodemographic characteristics and the variables scores Table   1. Pearson's correlations were used to examine the associations between the variables Table 3. The structural equation modelling (SEM) with maximum likelihood and bootstrapping methods were used to test the hypothesized model ( Figure 1).

Measurement Scales
Survey questions and descriptive statistics for each survey statement are presented in Table 1. Each statement required responses based on a 5-point Likert scale (1 = Strongly disagree to 5 = Strongly agree). Questions MICR1 to MICR6 were used to measure Micromanagement, the (6 items) of micromanagement were adapted from (Jaworski & MacInnis, 1989); questions AUTN1 to AUTN4 were used to measure Job autonomy, the (4 items) of job autonomy were adapted from (Thompson & Prottas, 2006); questions AUTR1 to AUTR3 were used to measure the autocratic style, the (3 items) of autocratic style were adapted from (Warrick, 1981); questions DEMO1 to DEMO5 were used to measure the democratic style, the (5 items) of democratic style were adapted from (Warrick, 1981); questions CWPI1 to CWPI7 were used to measure the cyber workplace incivility, the (7 items) of CWPI were adapted from (Cortina et al., 2001); questions RSTR1 to RSTR5 were used to measure the role stress, the (5 items) of role stress were adapted from (Rizzo et al., 1970); questions TURN1 to TURN3 were used to measure the employee turnover, the (3 items) of employee turnover were adapted from (Seashore et al., 1982); job satisfaction were measured by questions SATS1 to SATS3, the (3 items) of job satisfaction were adapted from (Hackman & Oldham, 1974

Validity and Reliability of the Instrument
The validation process for the survey instrument included two steps: content validity and reliability. The literature review and in-depth interviews conducted with different respondents and researchers established the basis of content validity, showing that the items measured what they were purported to measure. Reliability was measured by Cronbach's alpha. The lower limit of .7 is considered acceptable for established scales (Nunnally & Bernstein, 1994). All constructs have Cronbach's Alpha values above .810, which indicates adequate internal consistency. Cronbach's coefficient alpha is shown in Table 3.

The Results of Measurement Scale
The results of the measurement scales are shown in Table 4; All scales have Cronbach's alpha value of .8 or higher. Table 2 also reports the mean value and standard deviation of each item in the survey.

Correlation Analysis
The next step was to conduct a correlation analysis between variables. Table 3 presents the bivariate correlation between all variables (MICR, AUTN, AUTR, DEMO, CWPI, RSTR, TURN, and SATS). As Table 3 shows, each construct shares a greater variance with its own measures than with any other construct. This reveals that each construct is more closely related to its own measures than to those of other constructs, thereby confirming the discriminant validity (Fornell & Bookstein, 1982).    Table 1 shows that the mean score and standard deviation of all variables. It shows that the score of MICR, AUTN, DEMO, and TURN is much higher than other variables like AUTR, RSTR and SATS indicating significant use of those variables. At the same time, indicating a lack of use of the lowest score which included AUTR, RSTR, and SATS. We used multiple regression to test the relationship and the statistical significance of the parameters using a t-test in the structural model (Chin, 1998). The variance explained (R 2 ) and the significance of the path coefficient indicates the quality of the model (Chin, 1998). Table 4 shows the result of the model. The R 2 value was .429, indicating that the model explains a good amount of the variance in CWPI.

Results and Discussion
We hypothesized that the higher the micromanagement control the higher the CWPI. The results show that H1a is strongly supported and statistically significant as shown by (β .187 = ***; t-value = 2.658). This result provides empirical evidence for the strong impact of micromanagement on workplace work-place incivility. We also hypothesized that the higher the responsible autonomy the higher the CWPI. H1b is strongly supported and statistically significant as shown by (β .468 = ***; t-value = 6.556). This result provides empirical evidence for the strong impact of autonomy on workplace work-place incivility. These statistical results highlight the importance of control methods on CWPI.
Nevertheless, managerial leadership styles have shown mixed results. H2a, which links autocratic leadership style to CWPI, was not found to be statistically significant. This inconclusive outcome may be because the research was conducted during the Covid-19 pandemic. During a crisis employee are more likely to need clear guidance for what needs to be done, when it should be done, and how it should be done (Khan et al., 2015). Hence, employees may tend to be more open of autocratic leadership. Nevertheless, the findings related to H2b-the higher the democratic style the lower the CWPI-indicate a negative relationship with CWPI. H2b is strongly supported and statistically significant as shown by the results of β .200 = **; t-value = 3.060. Furthermore, this study shows that democratic management style involves reaching decisions with the input of the employees is likely to encourage positive electronic communication and is unlikely to engage in CWPI. Therefore, different styles may be required for different situations and a smart leader may need to know when to exhibit a particular approach.
Furthermore, there was mixed evidence about the implications of CWPI. H3a, the higher the CWPI the higher the role stress, was not shown to be statistically significant Also, the findings show that H3c, the higher the workplace work-place incivility the lower the job satisfaction, is not supported and statistically is not significant. However, as we hypothesized that the higher the workplace work-place incivility the higher the employee turnover. The results show that H3b is strongly supported and statistically significant as shown by β .212 = **; t-value = 2.616. The results are summarized in Table 5. It is also possible that the impact of cyber workplace incivility may not have an immediate short-term impact of employees' job satisfaction or role stress, but it builds gradually overtime leading to higher turnover.

Implications for Practitioners
Managers should try to create a positive work environment with high employee autonomy, more democratic style to reduce cyber workplace incivility, so there Note: *p-value < .01, **p-value < .05, ***p-value < .001, respectively. is less turnover in employees. Managers should know problems with job satisfaction and role stress may be a result of cyber workplace incivility but may take time to build up to a critical level leading to higher turnover. As shown in this paper, employees are more likely to quit their jobs because of high cyber workplace incivility. High turnover could lead to incurring training, on-boarding, administrative, recruitment costs (Ramlawati et al., 2021). Managers may also be required to be more autocratic during a crisis to give clear directions and guidance to their employees.

Limitations and Future Research
The survey was conducted during the Covid-19 pandemic during a time where many people lost their jobs and those who remained in the workforce faced great insecurities, thus may not be concerned about cyber workplace incivility. Future research could be conducted at a time where the economy is either stable or booming and employees have more job opportunities to compare how they will they be affected by uncivil behavior. This research focused on supervisors' and managers' cyber workplace incivility. Future research may explore customer CWPI to receive a more holistic view of incivility within an organization.