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A paradigm shift toward a corporate model of higher educational settings has led to complex and excess work demands, yet the potential long-run ramifications of work overload are still under-examined. Building the arguments on the “spiral of resource loss” corollary of the conservation of resources (COR) theory, the authors have bridged this gap by testing how work overload spills over into career resilience via reduced harmonious passion. In addition, the authors compare how the employees having standardized workloads differ in their harmonious passion and career resilience from those having excessive (non-standardized) workloads.

Through a longitudinal natural field experiment of 402 faculty members [N = 198 in the standardized group (optimal load) and N = 204 in the non-standardized group (overload)] working in higher educational institutions of Pakistan, data were collected in three waves (each six months apart). The group comparison, trend analysis and longitudinal mediation analysis done through SPSS and MPlus affirmed the hypothesized associations.

The results have shown that work overload impacts career resilience through the mediating role of harmonious passion. The faculty members in the standardized workload had more passion and career resilience as compared to the non-standardized workload group. In addition, these impacts intensified overtime for the overloaded faculty members while faculty members with optimal workload sustained their passion and resilience for the teaching profession.

Taking the COR perspective, this study sheds light on how faculty members' work overloads reduce their capability to retain their passion and resilience for teaching from a longitudinal and experimental perspective.

The purpose of the study is to research the current state of fathers' involvement in childcare during parental leave and to assess attitudes of Russian population towards possible measures that can expand the use of parental leave by fathers in Russia.

The authors conducted a survey of Russian parents with children under the age of 18 months in 2022. The sample accounts for 1,000 people; the survey covered almost all Russian regions.

The authors found that the ideal workload of fathers is not expected to exceed a third of the total parental workload. Russian parents are not ready to admit dissatisfaction with the existing distribution of workload during parental leave. However, an egalitarian demand for greater involvement of fathers in parental responsibilities is forming, and an interest in transforming the parental leave policy is emerging.

The value of the study consists of assessing the effectiveness of measures that may have a beneficial effect on the use of parental leave by fathers, as well as identifying consequences of the possible introduction of mandatory parental leave for fathers.

This study developed new measures of the routine and non-routine task contents of managerial, professional, technical, and clerical occupations from a workload perspective. Here, we present a comparative analysis of the workload structures of state and industrial sector employees.

Our method involves detailed descriptions of work processes and an element-wise time study. We collected and analysed data to obtain a workload structure that falls within three conceptual task categories: (i) non-routine analytic tasks, (ii) non-routine interactive tasks and (iii) routine cognitive tasks. A total of 2,312 state and industrial sector employees in Kazakhstan participated in the study. The data were collected using a proprietary web application that resembles a timesheet.

The study results are consistent with the general trend reported by previous studies: the higher the job level, the lower the occupation’s routine task content. In addition, the routine cognitive task contents of managerial, professional, technical, and clerical occupations in the industrial sector are higher than those in local governments. The work of women is also more routinary than that of men. Finally, vthe routine cognitive task contents of occupations in administrative units are higher than those of occupations in substantive units.

Our study sought to address the challenges of using the task-based approach associated with measuring tasks by introducing a new measurement framework. The main advantage of our task measures is a direct approach to assessing workloads consisting of routine tasks, which allows for an accurate estimation of potential staff reductions due to the automation of work processes.

Using conservation of resources (CoR) theory, this study investigates the role of emotional energy as a mediating mechanism in the relationship between workplace ostracism and employees' service-oriented behaviour, as well as the moderating result of workload on the relationship between emotional energy and service-oriented behaviour.

The opinions of 554 customer-contact employees working in Bangladesh are collected via convenience sampling. Partial least squares structural equation modelling is performed to test the model.

Workplace ostracism and emotional energy are negatively related. Emotional energy is positively associated with service-oriented behaviour and mediates the link between ostracism and service-oriented behaviour. Workload significantly and negatively moderates the association between emotional energy and service-oriented behaviour.

Hoteliers need to improve employees' emotional energy, distribute workload appropriately and fairly and implement effective strategies to minimise workplace ostracism.

The findings contribute to the CoR theory by explaining the mediating role of emotional energy and moderating role of workload in the Bangladeshi hospitality industry.

Several factors and forces in school-level leaders' work can heighten emotions and incite emotionally charged situations. Challenges that heighten school-level leaders' emotions are related to systemic factors, people factors and personal factors. The extent to which each of these different factors influence the emotional experiences of school-level leaders, and whether that influence ends up being positive, negative or neutral, is contextual in nature. The systemic factors include encountering barriers when advocating for students, managing an intensified and expanding workload, working within disorienting policy contexts, and receiving a lack of support from their employer. Changes in school-level leaders' work and workload due to the COVID-19 pandemic that heightened emotions and emotional labour are also considered when discussing the systemic factors. People factors evident in the literature include workplace conflict, gendered power relations and crises and tragedies in the school community. The emotional labour inherent in school-level leadership comes to the forefront when considering the impact of these people factors on emotions at work because school-level leaders are tasked with making decisions that can have an immense impact on peoples' lives. Personal factors discussed in this chapter surround a school-level leader's individual emotional intelligence abilities and media attention directed towards them.

Recently, physical crafting has been found to positively affect emotional exhaustion through workload. However, the role of cognitive crafting in this process remains unexamined. To address this research gap, this study examined the relationship between cognitive crafting and emotional exhaustion, as well as whether cognitive crafting moderates the positive indirect effects of physical crafting on emotional exhaustion through workload.

The data were collected through an Internet survey conducted with 2,143 Japanese employees, and path regression analysis was conducted to analyze the data.

The results show that cognitive crafting was negatively correlated with emotional exhaustion, weakened the relationship between workload and emotional exhaustion and weakened the indirect effects of physical crafting on emotional exhaustion.

The practical implications of these findings suggest that practitioners should encourage the improvement of cognitive crafting. Implementation of job crafting interventions and customer participation could be effective in enhancing cognitive crafting.

The study provides a deeper understanding of how cognitive crafting influences emotional exhaustion and how it influences the process through which physical crafting influences emotional exhaustion, aligning with the transactional model. The results reiterate the importance of cognitive crafting, an aspect that has received little attention since the introduction of the job demands-resources (JD-R) model of job crafting.

As data centres grow in size and complexity, traditional air-cooling methods are becoming less effective and more expensive. Immersion cooling, where servers are submerged in a dielectric fluid, has emerged as a promising alternative. Ensuring reliable operations in data centre applications requires the development of an effective control framework for immersion cooling systems, which necessitates the prediction of server temperature. While deep learning-based temperature prediction models have shown effectiveness, further enhancement is needed to improve their prediction accuracy. This study aims to develop a temperature prediction model using Long Short-Term Memory (LSTM) Networks based on recursive encoder-decoder architecture.

This paper explores the use of deep learning algorithms to predict the temperature of a heater in a two-phase immersion-cooled system using NOVEC 7100. The performance of recursive-long short-term memory-encoder-decoder (R-LSTM-ED), recursive-convolutional neural network-LSTM (R-CNN-LSTM) and R-LSTM approaches are compared using mean absolute error, root mean square error, mean absolute percentage error and coefficient of determination (R²) as performance metrics. The impact of window size, sampling period and noise within training data on the performance of the model is investigated.

The R-LSTM-ED consistently outperforms the R-LSTM model by 6%, 15.8% and 12.5%, and R-CNN-LSTM model by 4%, 11% and 12.3% in all forecast ranges of 10, 30 and 60 s, respectively, averaged across all the workloads considered in the study. The optimum sampling period based on the study is found to be 2 s and the window size to be 60 s. The performance of the model deteriorates significantly as the noise level reaches 10%.

The proposed models are currently trained on data collected from an experimental setup simulating data centre loads. Future research should seek to extend the applicability of the models by incorporating time series data from immersion-cooled servers.

The proposed multivariate-recursive-prediction models are trained and tested by using real Data Centre workload traces applied to the immersion-cooled system developed in the laboratory.

The cultural norm of compelling employees to work beyond the standard measure as a result of internal pressure from organisations is gaining popularity in the business environment today. This research is a pointer to a nuanced and dynamic understanding of workaholism, and this study aims to investigate factors that constitute an individual as a workaholic in the banking industry in Nigeria. This study aims to examine the influence of workaholism on the quality of work-life (QWL) of the workforce and how it led pockets of the workforce to migrate to an international workspace.

To capture a good understanding of what describes an individual as a workaholic, and what influences the QWL among the workforce in the banking environment, this study utilised a longitudinal research design to survey bankers in corporate organisations in Nigeria. The study administered a battery of adapted scales to measure latent constructs of dimensions of workaholism and QWL on a random simple probability technique. The study surveyed 425 professional bankers in Nigeria's banking workspace. A structural equation model was used to analyse the data obtained from the banking workforce to establish the relationship that exists between the dimensions of workaholism and QWL.

The outcome of this study indicated an insightful one. The results of the study illustrated that long hours of work, workload, work pressure, financial challenges as well and the pursuit of career growth are determinants of workaholism in banking corporate business. The study illustrated that all the predictors of workaholism equally affect the QWL of the employees in Nigeria's banking industry.

The originality of this study is captured in the dynamics of the concept of workaholism which portends negative outcomes in the Nigerian business environment given the nature of banking business in Nigeria. The study elucidates that workaholism is not work engagement in Nigeria but the attitude of compulsion from the management of the organisations.

Working remotely in a COVID-19-induced lockdown has been challenging for both organisations and their employees; studies report that job demands changed, and teleworkers experienced increased burnout. This paper explores the negative employee outcomes that this work arrangement brings along and offers possible solutions to counter such negative outcomes since they could be detrimental to the much-touted future of work.

The study adopted a time-lagged longitudinal design and collected two-waved data from 403 quaternary sector employees. The data were analysed using structural equation modelling and model-21 in PROCESS macro for SPSS.

Findings affirm that employees experienced increased job demands during this crisis. Employees reported an increase in turnover intention because of burnout caused by increased job demands. However, increased task interdependence alone did not have any effect on turnover intention. The perceived organisational task support (POTS) was found to forestall the negative effect of job demands on burnout, and employee resilience (ER) buffered the burnout and turnover intention relationship.

Providing remote work task support and boosting resilience among employees will help in doing away with the negative effects of teleworking. However, managers shall prioritise reducing job demands for teleworkers.

The linkage between work factors and turnover intention is well established. Drawing on the event system theory and using the COVID-19 context, the present study added to the existing knowledge by studying the role of job demands (workload pressure and task interdependence) on turnover intention through the mediation of burnout. The study goes beyond the existing literature by accounting for POTS as a first-level moderator between job demands and burnout relationship, and ER as a second-level moderator between burnout and turnover intention relationship.

This paper focuses on the factors related to faculty workload in the context of resource scarcity to examine whether there is a relationship between them and grade inflation.

As for methodological novelty, the authors created an indicator of students' expectations about grades that is related to grade inflation and conducted regression analysis using cluster-robust error correction based on this indicator.

The results suggested that proper workload allocation among the faculty can mitigate grade inflation. Namely, such measures as control for concurrent courses, the length of courses and the labor intensity of the faculty are suggested for grade inflation prevention.

Academic literature posits that a steep increase in average grades might cause a long-term depreciation of the quality of higher education. This article is, therefore, focused on various factors connected with grade inflation in higher education. The authors highlighted problems associated with teaching evaluation imperfections, academic norm transformation and workload intensity.