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According to Law Number 6 of 2023, which stipulates a maximum of 40 working hours per week, a survey conducted by the Kompas Daily Data Journalism Team reveals that the average working hours of lecturers in Indonesia reach 69.64 hours per week throughout 2024. This data highlights a significant discrepancy between the legal provisions and the reality of lecturers' workloads. Despite the law setting limits, many lecturers at Indonesian state universities are facing workloads that far exceed the stipulated working hours. These workloads consist of teaching responsibilities, research, community service, campus administration, and even side jobs, making it clear that the working conditions for lecturers are far from ideal. Moreover, the low salaries, especially for lecturers in private universities, have severe implications not only on individual welfare but also on the broader educational system. The low income of lecturers contributes to a looming teaching crisis on campus, which will inevitably affect the quality of education and lecturer performance. This crisis is further reflected in public sentiment. Google Trend data shows a sharp increase in searches for the phrase "don't be a lecturer," reaching a peak of 100 at the end of January 2025, indicating a growing disillusionment with the profession. In addition, a staggering 76.5% of lecturers have side jobs outside of their academic duties. The most common side jobs include consulting (32.4%), teaching (18.9%), research (16.2%), and writing (2.7%). A smaller percentage (5.41%) are engaged in informal work, such as being online motorcycle taxi drivers. These figures reveal the heavy burden on lecturers to seek additional income, which ultimately compromises their focus and performance in their primary academic roles.

Minister of Health Regulation No. 269 of 2008 explains that medical records are defined as a collection of documents containing complete information regarding patient identity, examination results, therapy, medical procedures, and health services received. In working, an employee should be able to balance their workload to achieve work harmony that contributes to increased productivity. Job satisfaction reflects the appreciation and comfort felt by an individual for the tasks they perform. Conversely, dissatisfaction at work can trigger negative reactions in the form of aggressive behavior or a tendency to withdraw from social interactions around them. Job satisfaction also greatly influences employee motivation and commitment to continue working with enthusiasm and achieve the desired goals. The purpose of this study was to determine the relationship between workload and job satisfaction with employee performance in the Medical Records Installation of Cut Meutia Hospital, Lhokseumawe in 2023. The research method was an analytical survey with a cross-sectional approach. The study was conducted at Cut Meutia Hospital, Lhokseumawe from September to December 2023. The study population was 40 Medical Records Installation employees. The sampling technique used total sampling, namely 40 respondents. Data analysis used univariate analysis and bivariate analysis. The results of the study based on the chi-square test showed a relationship between workload and employee performance at the Medical Records Installation of Cut Meutia Hospital, Lhokseumawe with a p-value = 0.001 <0.05 and a relationship between job satisfaction and employee performance at the Medical Records Installation of Cut Meutia Hospital, Lhokseumawe with a p-value = 0.000 <0.05. Conclusion; The conclusion in the study is that there is a relationship between workload and job satisfaction with employee performance at the Medical Records Installation of Cut Meutia Hospital, Lhokseumawe in 2023.

Internet of Things (IoT)-based digital transformation has become a major catalyst in improving the efficiency of operational systems in various sectors, including the modern retail industry. One of the common logistics problems found in supermarket environments is the accumulation of unorganized shopping trolleys, which can hinder service flow and increase staff workload. This study presents a design of an IoT-based autonomous smart trolley system and automatic navigation to address these problems in a structured manner. The system design utilizes the integration of ESP32 and Arduino UNO microcontrollers, ultrasonic sensors for distance detection, line sensors for automatic path navigation, and Raspberry Pi modules for visual image processing in location tracking. The system is designed to be able to independently reposition the trolley to a predetermined parking station. Conceptual analysis shows that this system has significant potential in reducing operational costs, increasing labor efficiency, and strengthening customer service automation. Initial evaluation of technical and economic feasibility aspects strengthens the opportunity for widespread system implementation in the future. This design is the first step in developing a smart retail solution based on adaptive technology that is in line with the principles of Society 5.0. Furthermore, the development of this smart trolley system also considers user safety and comfort through additional features such as anti-collision sensors, an early warning system in the event of technical problems, and a manual control option as an alternative in emergency situations. The integration of Internet of Things-based technology also enables real-time monitoring and management systems through a web-based dashboard or mobile application, which can be accessed by supermarket management for operational analysis. Thus, this system not only addresses internal logistics needs but also contributes to improving the overall customer experience.

Wijaya Karya Beton Deli Serdang Branch Office is a company in the precast concrete industry. The phenomenon in the company is that employee performance is declining because the workload received by employees is too heavy and employee turnover is quite high. This study uses a quantitative descriptive research type. The population in the study was 93 employees with a sampling technique using saturated samples so that 93 samples were obtained. Simultaneously, there is a significant influence between the variables of workload and employee turnover on the performance of employees of PT. Wijaya Karya Beton Deli Serdang Branch Office. While partially, it was found that the workload variable did not have a significant effect on the performance of employees of PT. Wijaya Karya Beton Deli Serdang Branch Office. Partially, it was found that the employee turnover variable did not have a significant effect on the performance of employees of PT. Wijaya Karya Beton Deli Serdang Branch Office.

This research is motivated by the high intensity of activity in the apron area, the limited number of personnel, and the implementation of a shift work system in the Apron Movement Control (AMC) unit at Halim Perdanakusuma Airport. These conditions have the potential to cause excessive workloads for personnel, which can impact the effectiveness of operational supervision and disrupt their physical and mental health. The main objective of this study is to analyze the workload of AMC personnel and determine the ideal number of workers to ensure optimal supervision in the apron area. This study uses a quantitative descriptive approach. Data collection techniques were carried out through direct observation and the distribution of questionnaires to all personnel activities in the AMC unit. Data analysis used the Full Time Equivalent (FTE) method to calculate the total actual working time required, and compared it with the standard full-time working hours according to employment regulations. The results showed that the workload of AMC personnel is quite high. Of the seven personnel analyzed, two people obtained an FTE value above 1.28, indicating an overload condition, four people were in the FTE range of 1.00 to 1.28, which is considered normal, and one person had an FTE value below 1.00, indicating an underload condition. These findings indicate an imbalance in the distribution of workload among personnel. As a result, some personnel must perform multiple tasks simultaneously, potentially compromising the quality of oversight and operational safety in the apron area. Based on these findings, a re-evaluation of the division of tasks and workforce within the AMC unit is recommended to create a proportional workload and support optimal safety and operational performance at Halim Perdanakusuma Airport.

This study aims to analyze the effect of communication (X1), work environment (X2), and workload (X3) on job satisfaction (Y) among employees at PT Indomarco Prismatama. Job satisfaction is a crucial factor influencing employee performance and productivity; therefore, understanding the factors that affect it is essential for the company’s sustainability and growth. This research employs a quantitative approach with a saturated sampling technique, in which the entire population is used as the sample. The total number of respondents in this study was 30 employees. The analytical method used was path analysis with the assistance of SPSS version 22 software. The results show that the communication variable (X1) has a significant effect on job satisfaction (Y), with a significance value of 0.000. This indicates that effective, clear, and open communication between management and employees can enhance employees’ satisfaction with their jobs. Furthermore, the work environment variable (X2) also has a significant effect on job satisfaction (Y), with a significance value of 0.000. This finding suggests that a safe, comfortable, and supportive work environment, both physically and non-physically, plays a vital role in shaping employees’ positive perceptions of their work. In addition, the workload variable (X3) has a significant effect on job satisfaction (Y), with a significance value of 0.009. This means that a proportional workload, in accordance with employees’ capabilities, can improve job satisfaction, whereas excessive workloads may reduce it. Overall, this study concludes that communication, work environment, and workload have a significant effect on job satisfaction among employees at PT Indomarco Prismatama. The implication of this study is that management should continuously improve the quality of communication, create a conducive work environment, and establish a balanced workload to maintain and enhance employee job satisfaction.

Employee shift scheduling in the hospitality industry remains a critical yet complex task due to fluctuating operational demands, fairness requirements, and labour regulations. Many hotels still rely on manual scheduling methods, which are time-consuming and prone to biases, particularly in ensuring fair workload distribution across employees. Despite numerous studies on workforce scheduling, limited attention has been given to integer linear programming (ILP) models that address gender-based restrictions and operational fairness simultaneously in real-world hotel contexts, especially in developing regions such as Central Java. This study proposes an Integer Linear Programming (ILP) model to generate optimal shift schedules for hotel staff over a 31-day planning horizon. The model incorporates operational constraints, including one shift per day, gender-based restrictions (which prevent female staff from working night shifts), availability, minimum staffing levels, and fairness in workload distribution. Key parameters and binary decision variables were defined to ensure compliance with the hotel's specific requirements. Empirical data were collected from a hotel in Central Java involving 20 employees, and the model was implemented using Python with a Gurobi solver. The ILP model successfully generated optimal schedules in under 10 seconds, significantly outperforming the manual method, which required over 4 hours. While the manual schedule resulted in an imbalance where some employees worked over 27 days and others only 22, the ILP approach enforced a strict maximum of 26 working days for all staff. Furthermore, the fairness index (FI) improved from 19.2% in the manual method to 0% in the ILP-generated schedule, indicating complete equity in workload allocation. The proposed ILP model demonstrates its effectiveness in improving scheduling fairness, operational efficiency, and compliance with labour policies. This work not only addresses a critical research gap in hospitality scheduling practices in Indonesia but also offers a replicable framework for other labour-intensive service sectors. Future research may explore multi-objective extensions incorporating employee preferences, satisfaction, and dynamic demand fluctuations.

Fatigue is a critical issue in labour-intensive small industries, especially in traditional food production such as tofu manufacturing. This study aims to develop a fatigue classification model using a decision tree algorithm by integrating subjective assessments of the work system through the Macroergonomic Organizational Questionnaire Survey (MOQS) and objective physiological indicators, specifically Cardiovascular Load (CVL). The research was conducted in a tofu home industry located in Kalisari Village, Banyumas, Indonesia. Primary data were collected from 10 workers through MOQS questionnaires and heart rate measurements taken at rest and during work. CVL values were calculated and used as labels for classification into three categories: low, moderate, and high fatigue. Meanwhile, MOQS dimension scores (organization, job, personal, environment, and technology) were transformed into interval data and used as classification features. A decision tree model was built using the CART algorithm and visualized for interpretability. The results show that all workers experienced at least moderate fatigue, with 20% categorized as high fatigue. The decision tree revealed that the dimensions of organizational and personal factors were the most influential in predicting fatigue levels. The model provides a practical and interpretable tool to support decision-making in scheduling, workload balancing, and ergonomic interventions. This study demonstrates a novel approach to combining macroergonomic assessments and physiological data with machine learning for practical fatigue risk management in small-scale food production environments.

In recent years, rapid advancements in digital technology have significantly transformed global healthcare delivery. The COVID-19 pandemic acted as a catalyst, accelerating the integration of information technology into healthcare systems, particularly through the increased adoption of telemedicine. In the field of internal medicine, which often involves long-term care and management of chronic illnesses, telemedicine presents a promising solution to enhance service accessibility, improve care efficiency, and sustain favorable clinical outcomes. This study aims to conduct a narrative review to explore the impact of telemedicine on patient clinical outcomes, healthcare worker workload, and healthcare system efficiency within internal medicine practice. The review is based on an analysis of peer-reviewed literature published between 2020 and 2025, sourced from major databases including PubMed, Scopus, and Web of Science. Article selection was based on relevance to the topics of telemedicine and internal medicine, contextual applicability, and full-text availability. The findings of the review reveal that telemedicine contributes positively by expanding access to care, reducing travel time and logistical barriers for patients, accelerating clinical response times, and decreasing patient congestion in healthcare facilities. These outcomes are particularly beneficial for patients with chronic conditions who require regular monitoring and consistent communication with healthcare providers. However, the implementation of telemedicine also introduces new challenges, including increased administrative responsibilities and digital workload for healthcare professionals. The study underscores the importance of equipping healthcare systems with adequate digital infrastructure, implementing supportive and flexible policies, and providing comprehensive training for healthcare workers. These measures are crucial to ensure the successful and sustainable adoption of telemedicine in internal medicine. Overall, telemedicine holds strong potential to reshape the future of internal medicine, provided that its integration is strategically managed to balance technological advancement with human-centered care.

The topic of Differentiated Instruction (DI) has recently been studied by researchers and practitioners due to its importance and potential to improve student learning. In this regard, the current study aims to provide a concise overview of DI in the context of EFL to illustrate the need for its implementation in the classroom to foster successful language learning. Since differentiated instruction is designed to place students at the centre of the teaching and learning process, promote equity and academic success, as well as recognize diversity among students, it enables teachers to address a student’s unique needs, interests, abilities, English proficiency, and preferred learning strategies. While challenges such as increased workload and implementation pressure in DI may arise, the potential benefits of this approach to students' learning processes, attitudes toward learning, and long-term success are notable. Therefore, the learning process is maximized when teachers are committed to differentiated instruction. SMA ISLAM PLUS ADZKIA (SIPA) is one of the most popular spotlight of school in Medan which the school was succeed in graduating their Alumni to Kedinasan and private university both inside and outside the country with scholarship. This school becomes the spot or role model for many other schools in Medan, therefore, the researcher intended to investigate further about the teaching model applied in this school, especially in EFL classroom in studying English. Some problems need to be answered after applying this study, such as how the English teachers manage the class to apply the DI, how is the students’ understanding about the subject after they applied DI

Teachers frequently encounter heavy workloads, which can reduce job satisfaction. While various research have looked at this link, the function of job motivation as a deciding factor has not been thoroughly investigated. This systematic literature review seeks to investigate how motivation of work affects the relationship between workload with job satisfaction in teachers. Using the PRISMA framework, a thorough search was undertaken across major academic databases such as Crossref, Semantic Scholar, and Google Scholar, focused on publications published between 2015 and 2025. Inclusion criteria were peer-reviewed publications on motivation, workload, and job satisfaction in the context of school teacher. A total of 12 relevant studies were examined thematically. The data show that a high workload typically affects job satisfaction, although this impact can be mitigated or modulated by internal and extrinsic motivating variables. Teachers with higher levels of intrinsic motivation were more tolerant to workload-related stress and reported higher levels of satisfaction. This review emphasizes the necessity of improving motivating tactics in educational institutions in order to increase teacher well-being. More study is needed to investigate contextual variables including school culture and teacher tenure.

This study aims to analyze the impact of women’s dual roles and work stress on the work quality of female employees in the Production Division of PT Unggulrejo Wasono, Purworejo. The background of this research arises from the phenomenon of married female workers who must balance household responsibilities with factory production demands, a condition that often leads to stress and decreased work performance. Using a qualitative approach, data were collected through observation, in-depth interviews, and documentation, and analyzed using Miles and Huberman’s interactive model. The findings reveal that dual roles significantly influence work quality, with many female employees experiencing physical and mental fatigue that lowers concentration, accuracy, and productivity. Work stress is triggered by excessive workloads, high production targets, uncomfortable working conditions, and limited interpersonal support. There are three findings: (1) negative impacts on female employees without family support; (2) dual roles serve as a motivator when supported by spouses or parents; and (3) fluctuating effects depending on household and work conditions. The research implications affirm that PT Unggulrejo Wasono's efforts to address dual roles and work stress remain limited but somewhat helpful. Counseling programs and stress management training have had a positive impact on some female employees, although the effects are not yet widespread due to the absence of structural policies such as workload adjustments or childcare support. As a result, the work quality of employees who receive support tends to be more stable, while those without support remain vulnerable to decreased productivity and increased absenteeism. Therefore, while the existing efforts are beneficial, their effectiveness needs to be improved to achieve broader positive outcomes.

The increasing demands for teacher professionalism are not always accompanied by adequate welfare, especially in Islamic educational institutions. This study aims to describe the role of the madrasah principal’s entrepreneurial competence in improving teacher welfare at MAN 2 Kudus in the 2024/2025 academic year. Using a qualitative descriptive method, data were gathered through observations, interviews, and documentation, then analyzed using the Miles and Huberman interactive model. The study focuses on three aspects: the implementation of entrepreneurial competence, supporting and inhibiting factors, and the outcomes achieved. The findings show that the principal has demonstrated strong entrepreneurial competence, such as innovation, motivation, persistence, and the ability to manage school-based business units. Supporting factors include multiple income sources, high commitment from leadership and the school committee, and the professional status of most teachers. Inhibiting factors involve teacher workload, limitations on government education funds (BOS), and the underperformance of school businesses. Despite challenges, the entrepreneurial competence of the principal has positively impacted teacher welfare in economic, professional, and psychological aspects.

Employee performance, which is a reflection of their competence in completing tasks, is very important for achieving organizational goals. Therefore, improving performance is a top priority for the company.This quantitative research aims to analyze the factors that influence employee performance in the Quality Control division of PT. Hwa Seung Indonesia, Jepara. Of the total 174 employees, 121 were used as research samples selected using the Slovin formula. Data collection was carried out through questionnaires with saturated sampling techniques. The collected data was then analyzed using various statistical methods, including multiple linear regression analysis. The research results show that the variables workload, compensation (t-value 2.865), work discipline (t-value 4.707), and motivation (t-value 4.425) together have a positive and significant influence on employee performance.

This study aims to determine the influence of work discipline, workload, and work environment on employee performance at the Mranggen village office.The method used in this study is a quantitative approach. The population in this research consists of employees working at the Mranggen village office, with a sample of 40 respondents selected using Saturation Sampling  technique. The data analysis method used is multiple linear regression analysis.The results of the study show that, based on the t-test and F-test, work discipline and work environment have a positive and significant effect on employee performance. Meanwhile, workload has a negative and significant effect on employee performance. Furthermore, work discipline, workload, and work environment simultaneously have a significant effect on employee performance.This study supports various theories that highlight the significant role of work discipline and work environment in shaping employee performance. The implication of this research is expected to contribute to the improvement of employee performance.

This study is a survey study on employees of PT. Telkom Indonesia Witel Solo. The purpose of this study is to examine the effect of self-efficacy, workload and work life balance on job satisfaction. The type of data used is quantitative data, the data source used is primary data. Data collection in this study was carried out by distributing researcher questionnaires to the relevant respondents. The population in this study were employees of PT. Telkom Indonesia Witel Solo. The sampling technique in this study used simple random sampling technique and obtained a sample of 120 respondents. Data were collected with a questionnaire that had been tested for validity and reliability. The data analysis technique used multiple linear regression analysis, t-test, F-test and coefficient of determination (R2).The results of this study indicate that self-efficacy has a significant effect on employee job satisfaction at PT. Telkom Indonesia Witel Solo. Workload has a significant effect on employee job satisfaction at PT. Telkom Indonesia Witel Solo. Work life balance has a significant effect on employee job satisfaction at PT. Telkom Indonesia Witel Solo. The results of the determination coefficient obtained an adjusted R square value of 0.438, which means that the contribution of the influence of the variables self-efficacy, workload and work life balance to the job satisfaction variable is 43.8%

The problem in the research is that the work given exceeds the provisions of written regulations, company leaders do not pay enough attention to their employees or do not provide enough motivation to their employees, performance fluctuates from year to year because employees are less careful in their work. The aim of this research is to determine the workload and motivation of employee performance at PT. Mandiri Abadi Permai. The type of this research is quantitative. The population in this research is employees of PT. Mandiri Abadi Permai, totaling 140 respondents. Determining the number of samples using the Slovin formula was 58 respondents, while the sampling technique was carried out randomly. The data sources in this research are primary and secondary data. Then the data collection methods in this research are observation, interviews, questionnaires and documentation. Meanwhile, the data analysis technique used is multiple linear regression analysis. Multiple linear regression test results Y=8.137+0.5221+0.532X2+e. The results of the test (t) or partial test show that workload has a positive and significant effect on employee performance which can be seen from tcount 6.477>ttable 2.004 and the Motivation variable has a positive and significant effect on employee performance where it can be seen tcount 11.166>ttable value 2.004. Then simultaneously (F test), the F value is 83.947> F table 3.16. So that workload and motivation have a positive and significant effect on employee performance at PT. Mandiri Abadi Permai. The results of the coefficient of determination for the Adjusted R square value are 0.744 (74.4%). So it can be said that 74.4% of the variation in the independent variables in workload and motivation contributes to employee performance variables at PT. Madiri Abadi Permai, while the remaining 25.6% is influenced by other variables outside the model.

Engine overheating is a critical condition that can cause damage to internal components, reduce operational efficiency, and lead to overall system failure. The absence of an automatic protection system is one of the primary factors contributing to damage. This study aims to design and test a temperature sensor-based safety device that can automatically cut off the engine's working system when the temperature exceeds the safe limit. The method used is descriptive statistical analysis to evaluate the effect of independent variables (operational time duration and workload) on the dependent variable (coolant temperature). The system was tested through water heating simulation using an electric heater and controlled by an Arduino Nano microcontroller, a MAX6675 temperature sensor. Testing was carried out with variations in power load (150, 300, 450, 600, and 750 Watts) and operational duration (20, 40, and 60 minutes). Temperature data were collected and analyzed using ANOVA to determine the effect of load and time on temperature increase. The results showed that the temperature increased significantly with increasing power load, with temperatures approaching 100°C at loads ≥450 Watts in less than 20 minutes. The load variable shows a significant effect on temperature (p < 0.05), while the duration of time shows a nonlinear but not statistically significant upward trend. The safety device is proven to be able to automatically disconnect the system when the temperature reaches the specified maximum limit, thus effectively preventing engine damage due to overheating.

The increasing workload and pressure in the field of education necessitate effective Adversity Quotient (AQ) management to foster teacher resilience and uphold professionalism amid evolving challenges. This study aims to analyze how AQ management contributes to enhancing teacher performance and professionalism. In the face of continuous educational change, teachers are exposed to various pressures, including administrative burdens, curricular dynamics, and complex social expectations. AQ which consists of four core dimensions: Control, Ownership, Reach, and Endurance is considered a crucial factor influencing psychological resilience and professional consistency. This research employs a descriptive qualitative approach to explore managerial strategies, teacher perceptions, and experiences in developing AQ within the school environment. Data were collected through in-depth interviews, observations, and documentation. The findings reveal that AQ is managed through contextual and participatory approaches, supported by an open organizational culture, supportive leadership, and a psychosocially healthy work environment. Strengthening AQ has been shown to contribute to the development of adaptive, reflective, and professional educators. Therefore, integrating AQ into ongoing professional development programs is recommended as a strategic institutional response to the growing complexities of the educational landscape.

This study employs a descriptive qualitative method with the aim of describing and analyzing issues related to employee work discipline. A qualitative approach is utilized by relying on both primary and secondary data. The primary data in this research were obtained through direct field observation, interviews, and documentation of employee work activities, while secondary data were collected from books, journals, and other literature relevant to the topic of work discipline. The main data sources consist of interview transcripts with four informants, including from HRD, Project Control, and two staff at PT Safemax Indonesia. Informants were selected purposively, as they were considered to have a deep understanding of the situation and dynamics of work discipline within the company. The primary objective of this research is to understand how work discipline is implemented, the influencing factors, and the challenges faced in its application. The findings reveal that although the company has established clear standards and rules, the implementation of work discipline still faces challenges such as ineffective communication, high workload, fatigue, and external factors like weather and field conditions. These findings highlight the need for improved managerial strategies and more adaptive motivational approaches to foster a more disciplined and productive work culture.