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Dilfa Simbala; Silvia Dewi Mayasari Riu; Norman Alfiat Talibo

JURNAL ILMIAH KESEHATAN MASYARAKAT DAN SOSIAL 2026 CV. ALIM'SPUBLISHING

Burnout syndrome is a condition characterized by emotional exhaustion, depersonalization, and a diminished sense of self-efficacy that nurses often experience due to high workloads. One approach that can be taken to reduce the level of burnout syndrome is through mindfulness-based breathing exercises. The objective of this study is to determine the effect of mindfulness-based breathing exercises on the level of burnout syndrome among nurses in the inpatient ward at R. W. Mongisidi Teling Hospital, a Type II General Hospital in Manado. This study employed a quasi-experimental design using a one-group pretest-posttest approach. The study population consisted of 87 nurses, with a sample of 20 respondents selected using purposive sampling. Data collection was conducted using the Mindfulness-Based Breathing Exercise SOP and a burnout questionnaire. The data were then analyzed using a T-test with a significance level (α) of 0.05. The study results showed that the mean score for the burnout syndrome among nurses in the inpatient ward of R. W. Mongisidi Type II General Hospital before the mindfulness-based breathing exercise intervention was 43.65, and the mean score after the intervention decreased to 40.40. The T-test results yielded a p-value of 0.000 < 0.05, indicating a significant effect of mindfulness-based breathing exercises on the burnout syndrome levels among nurses in the inpatient ward of RS TK II. R. W. Mongisidi in Teling, Manado. Mindfulness-based breathing exercises have a significant effect on burnout syndrome levels among nurses because this intervention helps improve self-awareness, control emotions, and reduce work-related stress. Recommendation: This intervention can be routinely implemented in hospitals as an effort to improve nurses’ psychological well-being and the quality of healthcare services.

Dilfa Simbala; Silvia Dewi Mayasari Riu; Norman Alfiat Talibo

JURNAL ILMIAH KESEHATAN MASYARAKAT DAN SOSIAL 2026 CV. ALIM'SPUBLISHING

Burnout syndrome is a condition characterized by emotional exhaustion, depersonalization, and a diminished sense of self-efficacy that nurses often experience due to high workloads. One approach that can be taken to reduce the level of burnout syndrome is through mindfulness-based breathing exercises. The objective of this study is to determine the effect of mindfulness-based breathing exercises on the level of burnout syndrome among nurses in the inpatient ward at R. W. Mongisidi Teling Hospital, a Type II General Hospital in Manado. This study employed a quasi-experimental design using a one-group pretest-posttest approach. The study population consisted of 87 nurses, with a sample of 20 respondents selected using purposive sampling. Data collection was conducted using the Mindfulness-Based Breathing Exercise SOP and a burnout questionnaire. The data were then analyzed using a T-test with a significance level (α) of 0.05. The study results showed that the mean score for the burnout syndrome among nurses in the inpatient ward of R. W. Mongisidi Type II General Hospital before the mindfulness-based breathing exercise intervention was 43.65, and the mean score after the intervention decreased to 40.40. The T-test results yielded a p-value of 0.000 < 0.05, indicating a significant effect of mindfulness-based breathing exercises on the burnout syndrome levels among nurses in the inpatient ward of RS TK II. R. W. Mongisidi in Teling, Manado. Mindfulness-based breathing exercises have a significant effect on burnout syndrome levels among nurses because this intervention helps improve self-awareness, control emotions, and reduce work-related stress. Recommendation: This intervention can be routinely implemented in hospitals as an effort to improve nurses’ psychological well-being and the quality of healthcare services.

Ekawati Ekawati; Ahmad Ikhlasul Amal; Retno Setyawati

Jurnal Siti Rufaidah 2026 PPNI UNIMMAN

Hypertension is a condition characterized by systolic blood pressure ≥140 mmHg and diastolic blood pressure ≥90 mmHg. In Indonesia, the prevalence of hypertension showed an increasing trend in 2018, reaching 34.1% based on national survey data. Effective control of hypertension is essential to prevent long-term complications and acute cardiovascular events. Non-adherence to antihypertensive medication can increase cardiac workload. In addition to adherence to pharmacological therapy, unhealthy dietary patterns also contribute to the rising prevalence of hypertension. Therefore, adequate health literacy is required to support patients with hypertension in maintaining regular medication use and adopting healthy lifestyle changes, particularly in dietary management. To determine the relationship between health literacy and dietary patterns, as well as medication adherence among patients with hypertension. This study employed a non-experimental descriptive analytic design with a cross-sectional approach involving 113 respondents. Data were collected using questionnaires with ordinal scales and analyzed using the Gamma test. The results showed a p-value of 0.00 (<0.05) with correlation coefficients of R = 0.982 and R = 1.000, indicating a positive and very strong relationship between health literacy and dietary patterns, as well as medication adherence. There is a positive and very strong relationship between health literacy and dietary patterns and medication adherence among patients with hypertension.

Syifa Nur Andiefa; Hari Subagio

Maslahah : Jurnal Manajemen dan Ekonomi Syariah 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

This study aims to investigate the influence of Work Environment, Workload, and Leadership Style on Job Satisfaction among Non -Medical Employees at Daya Medika Clinic in West Jakarta. This study used a Likert-scale questionnaire and involved a sample of 43 employees using a non-probability sampling method and saturated sampling technique. The results of a multiple linear regression analysis using SPSS version 26 indicate that Work Environment has a positive and significant effect on Employee Job Satisfaction, Workload has no significant effect on Employee Job Satisfaction, while Leadership Style has a positive and significant effect on Employee Job Satisfaction. These findings provide insights for Daya Medika Clinic management in improving the quality of the work environment and implementing appropriate leadership styles to enhance employee job satisfaction. These findings have practical implications for improving employee performance and organizational effectiveness, and serve as a reference for further research in the field of human resource management.

Luh Esta Yanti; Ida Bagus Koman Suarmaja

Jurnal Manajemen Riset Inovasi 2026 Pusat Riset dan Inovasi Nasional

This study aims to examine the simultaneous and partial effects of the work environment and work-life balance on employee work stress at Hotel X. The research design is causal quantitative, with multiple linear regression analysis using SPSS 26.0 for Windows. The sample was obtained through purposive sampling (non-probability) of 120 respondents. The research subjects were employees working in shifts. The analysis results show that, (1) both variables simultaneously have a negative and significant effect on work stress, (2) the work environment has a negative and significant effect (sig. 0.002), and (3) work-life balance has a negative and significant effect (sig. 0.000). The work-life balance variable dominates its influence compared to the work environment, as seen from the lower significance value. These findings confirm that improving work-life balance and the work environment effectively reduces stress, especially for shift workers who are vulnerable to time imbalance. Based on the results, organizations are advised to optimize human resource management by maintaining a balance between job demands and employee conditions, as well as ensuring a proportional workload. Improvement in work-life balance can be achieved through flexible leave policies, adequate breaks between shifts, no overtime days except in emergencies, and minimizing personal time interruptions. These steps are expected to enhance employee well-being, retention, and productivity in the hospitality sector. Further research is recommended to explore different variables and methods, including comparing non-shift employees with the same variables, for more comprehensive insights.

Yasikha Wardhani Putri Aulia; Pusporini Palupi Jamaludin

Maeswara : Jurnal Riset Ilmu Manajemen dan Kewirausahaan 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to analyze the influence of the work environment on employee productivity at PT Harmoni Reka Cipta. The research employs a descriptive c method using Spradley’s approach, which includes place, actor, and situation. Informants were selected based on inclusion and exclusion criteria, resulting in one key informant and four main informants relevant to the data requirements. Data were collected through in-depth interviews and field observations. The research findings, based on NVIVO analysis visualized through a word cloud, indicate that the most dominant aspect in discussions of the work environment is workplace facilities, followed by work relations, work atmosphere, and operational constraints. Interviews revealed that lighting and coworker relationships are generally in good condition; however, challenges remain, including limited workspace, insufficient facilities, and suboptimal air circulation, especially in the production area. These conditions affect employee comfort, focus, and work effectiveness. NVIVO results related to productivity show that quantity, quality, and timeliness are influenced by a work environment that is not yet fully supportive. Some delays occur due to high production intensity, heavy workloads, and inadequate facilities. This study concludes that improving facilities, reorganizing workspace layouts, and enhancing physical comfort are necessary to support optimal employee productivity

Cut Dini Mandasari; Rizanizarli Rizanizarli; Efendi Efendi

IJLS (International Journal of Law and Society) 2026 Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

Law Number 11 of 2012 emphasizes restorative justice, diversion, and the protection and fulfillment of children’s rights within the juvenile justice system. In addition, Law Number 22 of 2022 highlights the importance of guidance and assistance aimed at supporting the social reintegration of children in conflict with the law. However, the implementation of these legal provisions at the Class I Correctional Center (Bapas) in Banda Aceh has not been fully effective due to several challenges, including the limited number of officers, inadequate initial assistance, and constraints in reporting and inter-institutional coordination. This study aims to analyze the implementation of assistance provided to juvenile correctional clients at Bapas Class I Banda Aceh and identify factors affecting its effectiveness. The research employs an empirical juridical method with descriptive qualitative analysis based on interviews, documentation, and legal literature. The findings reveal that assistance has been provided throughout all judicial stages, including pre-adjudication, adjudication, and post-adjudication processes. These activities involve community research, assistance during diversion and court proceedings, and post-verdict guidance. Nevertheless, implementation remains suboptimal due to internal factors such as limited Community Advisors and heavy workloads, as well as external factors including insufficient family support, limited community acceptance, and weak coordination between institutions. These issues affect the effectiveness of assistance and hinder children’s successful social reintegration.

Tri Maryati; Retria Julia Nandary

JURNAL EKONOMI BISNIS DAN MANAJEMEN (JISE) 2026 CV. ALIM'SPUBLISHING

This study aims to analyze the effect of work stress and work environment on employee performance with job satisfaction as a mediating variable at PT X. This study uses a quantitative approach with a census method of 198 employees at PT X. Data were collected through an online questionnaire (Google Form) and analyzed using Structural Equation Modeling based on Partial Least Square (SEM-PLS) with the help of SmartPLS 4.0. Based on the results of the analysis that has been done, it was found that work stress has a negative and significant effect on employee performance. Meanwhile, the work environment has a positive and significant effect on employee performance. In addition, work stress has a negative and significant effect on job satisfaction. Then, the work environment has a positive and significant effect on job satisfaction, while job satisfaction has a significant effect on employee performance. In addition, job satisfaction is able to mediate the effect of work stress and work environment on employee performance. This study provides a theoretical contribution to strengthen the understanding of the role of job satisfaction as an important mechanism that connects work stress and work environment with employee performance. Management needs to manage work stress through a balanced workload and system arrangement and create a safe and comfortable work environment to improve employee satisfaction and performance. These findings underscore the importance of job satisfaction as a basis for formulating human resource policies. This study is limited by the number of respondents, which is not fully representative of the entire population due to difficulties in communicating with employees. Furthermore, limited access to the research location, which is located outside of Yogyakarta, resulted in the distribution and collection of questionnaires being conducted only through long-distance communication. Future researchers are advised to add other variables and use research subjects from different industrial sectors to obtain a more comprehensive and comparable understanding.

Pujiyanta, Ardi; Robiin, Bambang; Rahani, Faisal Fajri

Journal of Computing Theories and Applications 2026 Universitas Dian Nuswantoro

Cloud job-length prediction remains challenging when the target distribution is highly skewed and contains rare extreme values. This study proposes a log-transformed, regime-based machine learning framework for robust prediction of cloud job length, represented in million instructions (MI). The approach integrates sequential feature engineering, logarithmic target transformation, weighted learning, and regime-aware modeling to distinguish between normal and extreme job-length behavior. Using an ordered GoCJ-derived cloud job-length sequence of 1000 jobs, the dataset exhibits a heavy-tailed distribution, with a mean of 129,662 MI, a median of 93,000 MI, a 95th percentile of 525,000 MI, a 99th percentile of 900,000 MI, and a skewness of 3.695. The proposed model is evaluated against sequential baselines and stronger machine learning baselines, including Naive_Last, RollingMean_5, Global_Log_ExtraTrees, RandomForest, GradientBoosting, and MLP_Log. On the main test split, the proposed Regime_Log_ExtraTrees achieved the best RMSE of 206,255.66 and the least negative R² of −0.01062, while Global_Log_ExtraTrees remained competitive in terms of MAE, MedAE, and RMSLE. Additional walk-forward validation confirms that the regime-aware model consistently achieves the best mean RMSE and mean R² across temporal folds. Ablation results further show that regime-aware learning is the primary contributor to robustness, although accurate prediction of extreme jobs remains challenging. These findings indicate that log-transformed, regime-based learning provides a practical and more robust strategy for cloud job-length prediction under heavy-tailed workload conditions.

Putra Rizky Valeri; Nur Hayati

JURNAL EKONOMI MANAJEMEN AKUNTANSI 2026 sekolah Tinggi Ilmu Ekonomi Dharma Putra Semarang

This study aims to analyze the influence of Psychological Capital, work motivation, and workload on the performance of Training Officers at the Infantry Education Center (Pusdikif) of the Indonesian Army's Infantry Training Center (Pussenif. This study uses a quantitative approach with an explanatory survey design. The research population consists of all 60 non-commissioned officer trainers at Pusdikif Pussenif TNI AD. Data collection was conducted using a five-point Likert scale questionnaire. Data analysis was performed using multiple linear regression with the help of SPSS 29. The results show that Psychological Capital has no significant effect on the performance of non-commissioned officer trainers. Work motivation has a positive and significant effect on performance and is the most dominant variable. Workload has a positive and significant effect on performance. Simultaneously, Psychological Capital, work motivation, and workload have a significant effect on the performance of Training Officers. The research model has a very strong relationship (R = 0.856) with an explanatory power of 73.3%. This study shows that the performance of military trainers is more influenced by work motivation and task demands than by personal psychological factors. The results of this study are expected to serve as a basis for the leadership of the Indonesian Army's education units in increasing work motivation and managing the workload of trainers proportionally to support the improvement of military education performance.

Rizka Oktavia; Dewi Shanti Nugrahani; Anes Arini

Progress : Jurnal Manajemen dan Akuntansi 2026 STIE Rajawali Purworejo

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.

Suyono Suyono; Jihan Na’imah Ritonga; Raudhatul Jannah; Miranda Tambunan; Ratmini Pasaribu

Jurnal Riset Rumpun Matematika dan Ilmu Pengetahuan Alam 2026 Pusat riset dan Inovasi Nasional

This study aims to analyze the effectiveness of play-based methods in Physical Education, Sports, and Health (PJOK) learning for sixth-grade students at Pelangi Elementary School. The background of this study is the decline in movement motivation in upper-grade students due to excessive focus on academic workload. The research method used is descriptive qualitative with data collection techniques in the form of participatory observation and in-depth interviews with key informants. The results of the study indicate that the integration of structured games in the Lesson Implementation Plan (RPP) can improve motor coordination and students' social values. In addition, modifications to game tools and rules provide creative solutions to overcome the limitations of existing facilities. The conclusion of the study confirms that the play-based approach functions not only as a recreational activity but also as an effective formal instructional method to achieve curriculum targets holistically, supporting students' physical and social development simultaneously. This approach is expected to be implemented more widely in schools to improve the quality of PJOK learning.

Figo Afriansyah; Mei Retno Adiwaty

International Journal of Management 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to analyze the employee turnover rate experienced by CV Premium Indonesia employees through the influence of workload and job stress. As a company engaged in the retail and distribution of mobile phone accessories from leading brands, the desire to leave the company often arises due to high workload and feelings of work stress because of the many demands within the company. The methodology used in this study is quantitative, employing SEM model data analysis with the help of SmartPLS software. The sampling technique used is saturated sampling, with a total sample of 127 respondents. The results of this study indicate that high levels of workload can increase employee turnover rates. Meanwhile, high levels of job stress experienced by employees can also increase employee turnover rates. These findings suggest that CV Premium Indonesia should address the issues of workload and job stress in order to retain employees. Effective strategies such as work-life balance, stress management programs, and workload adjustments could help reduce employee turnover and improve overall organizational performance.

Faatikhah Kusuma Wardhani; Yunita Primasanti

Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

This study aims to analyze the workload of sewing operators within a single production line and to equalize the workload using the line balancing method at PT. Pan Brothers. The garment industry requires high production efficiency; therefore, balanced workload distribution among operators is necessary to ensure optimal production processes. This research used an observational approach with data collection through direct observation of the sewing process, literature study, and documentation of production data. The research population consisted of 36 operators on the observed production line, analyzed through time study activities. The analyzed data included cycle time, takt time, and work processes at each workstation. The results showed that several processes had cycle times exceeding the takt time, specifically in processes number 2, 5, 6, 12, 17, 23, and 26, which caused bottlenecks and workload imbalance among operators. The calculation results indicated that the actual process time reached 520 seconds per product, while the ideal time based on takt time was 287 seconds per product, resulting in a time difference of 233 seconds or about 44% longer than the standard time. The implementation of the line balancing method was carried out by redistributing work elements from processes with high workloads to processes with remaining work capacity. The improvement results showed that the workload among operators became more balanced, the production process became more efficient, and the potential for bottlenecks could be minimized, enabling the company to achieve its production targets.

Asti Puspitasari; Suriyani Suriyani; Syamsuddin Syamsuddin

Jurnal Ilmu Kesehatan Umum, Psikolog, Keperawatan dan Kebidanan 2026 Asosiasi Riset Ilmu Kesehatan Indonesia

Nursing documentation is an essential part of healthcare services, playing a key role in communication, care continuity, and serving as legal evidence. The introduction of the Hospital Management Information System (SIMRS) aims to improve the efficiency of documentation processes. However, high workloads in critical areas such as the Emergency Department (IGD) and Intensive Care Unit (ICU) may influence nurse compliance with documentation protocols. This study investigates the relationship between workload and nursing documentation compliance during the implementation of SIMRS at RSUD Haji Makassar's IGD and ICU. A quantitative cross-sectional design was used, with 30 nurses participating (total sampling). The workload was assessed using the NASA Task Load Index (NASA-TLX), while compliance was evaluated through a questionnaire. The data were analyzed using Chi-Square and Fisher’s Exact Test. The results showed that the majority of respondents experienced heavy workloads (83.3%), and most had compliant documentation (96.7%). However, the statistical analysis yielded a p-value of 1.000, indicating no significant relationship between workload and documentation compliance. Based on these findings, the study recommends optimizing SIMRS usage and providing ongoing training to ensure improved compliance with nursing documentation practices.

Gessa Sevic Avrilliano; Erna Indriastiningsih; Anita Oktaviana Trisna Devi

Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika 2026 Asosiasi Riset Ilmu Teknik Indonesia

Occupational Safety and Health (K3) is an important aspect in protecting workers from potential accidents and health problems arising from work activities, including in the administrative sector, which is often considered low-risk. However, the Human Resources (HR) Department at PT Micro Madani Institute (MMI) Solo Branch still found several potential hazards and work risks that have not been optimally identified. This study aims to apply the Hazard and Operability Study (HAZOPS) and Job Safety Analysis (JSA) methods to identify and mitigate hazards and work accident risks in the HR Department's activities at PT Micro Madani Institute (MMI) Solo Branch. The research method is a qualitative study with a descriptive approach through observation and interviews. Risk analysis used the JSA and HAZOPS methods. The results of the study show that the application of the HAZOPS method in five sections of the HR Department successfully identified 53 potential hazards and risks, consisting of 12 extreme risks, 23 high risks, 15 moderate risks, and 3 low risks with the Employee Training and Development section as the section with the largest number of risks. Meanwhile, the application of the JSA method also identified 53 potential hazards and risks from 19 work activities. The dominant risks stem from non-ergonomic work postures, prolonged sitting, intensive computer use, and high workloads. This study concludes that the JSA and HAZOPS methods are effective in identifying potential occupational hazards and risks and can serve as the basis for control efforts to minimize workplace accidents and improve OHS implementation in the HR Department.

Kadek Ayu Rima Ratnasari; I Made Suwitra; Nengah Renaya

International Journal of Law, Crime and Justice 2026 Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

This study aims to analyze the registration of Deeds of Mortgage (APHT) that exceed the 7 (seven) day time limit in Badung Regency and the legal consequences that arise from this. The research uses empirical legal methods with a legislative, analytical, case, and legal sociology approach. Data was obtained through interviews with PPAT and the Badung Regency Land Office (BPN) as well as a study of secondary legal materials. The results of the study show that delays in APHT registration still occur both through the manual (offline) and electronic (HT-el) systems. The contributing factors include negligence or workload of PPAT, incomplete documents from the parties, administrative obstacles at the Land Office, and technical disruptions to the electronic system. Legally, delays do not invalidate APHT, but they delay the creation of mortgage rights because these rights only have legal force from the date of recording in the Land Registry. As a result, creditors do not obtain preferential rights and full legal protection before registration is carried out. PPATs who are late may be subject to administrative sanctions in accordance with official regulations. Based on the theories of utility, legal protection, and legal certainty, delays in APHT registration reduce the effectiveness of creditor protection and create potential legal uncertainty. Therefore, it is necessary to improve supervision and guidance for PPATs, as well as optimize the HT-el system to ensure legal certainty and protection in the practice of registering Mortgage Rights.

Anisa Azzahra; Anita Oktaviana Trisna Devi; Agung Widyanto F S

Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika 2026 Asosiasi Riset Ilmu Teknik Indonesia

Low productivity and high sick leave in the weaving division of PT XYZ in Yogyakarta are caused by excessive physical and mental workload on Shuttle Loom Unit 2 operators. The productivity of the weaving division of PT XYZ was recorded at only 61.96% (target 75%) with sick leave of 4.17%, indicating operator fatigue. This study measured physical workload using the Cardiovascular Load (CVL) method based on heart rate and mental workload using NASA-TLX, and analyzed the correlation with age and length of service. The results showed a moderate physical workload category (40% light CVL <30, 60% moderate 30-60) at a temperature of 30.5°C, and high-very high mental workload (45% high 50-79, 55% very high ≥80, average EF 79.3) due to strict quality targets (0.5% defects). There is a correlation between CVL and NASA-TLX with age. Recommendations include reducing the daily production target from 100 to 85-88 yards, optimizing ergonomics, and training to reduce EF to 65 and defects to 0.3, to increase effective productivity.

Fitria Lindayani; Yuli Hartati; Sri Utari; Nugi Nurdin

Jurnal Kesehatan Amanah 2026 Universitas Muhammadiyah Manado

Complaints related to the musculoskeletal system are a common health threat faced by workers. The causes of MSDs include internal/individual factors (age, gender, BMI, length of service, lifestyle), occupational factors (length of service, work position, workload, frequency), and environmental factors (vibration, temperature). This study aims to analyze the relationship between individual factors (age, gender, body mass index, and physical activity) and occupational factors (length of service and work posture) on musculoskeletal disorders in junior high school (SMP) and Islamic junior high school (MTS) teachers in Musi Rawas Regency. This study used a quantitative cross-sectional approach. The study was conducted from February to April 2025. The population in this study were all 142 junior high school teachers in Muara Kelingi District, Musi Rawas Regency, with a sample size of 65 taken using simple random sampling. The research instrument used a questionnaire. Univariate analysis results indicate that the percentage of each dependent and independent variable is good. The Chi-square statistical test results in the bivariate analysis indicate a relationship between individual factors (age, gender, body mass index, and physical activity) and occupational factors (length of service and work posture) and musculoskeletal disorders in junior high school teachers in Musi Rawas Regency, with a p-value <0.05. Multivariate analysis results indicate that the most dominant factor contributing to musculoskeletal disorders in junior high school and Islamic junior high school teachers in Musi Rawas Regency is work posture.

Fahmi Umasangadji

Marine Transport Management and Logistics Journal 2026 Politeknik Pelayaran Sulawesi Utara

The human element remains the most critical and most complex variable in maritime accident causation, with seafarer fatigue, excessive workload, and inadequate Crew Resource Management (CRM) consistently identified as the primary contributory factors in incidents ranging from groundings and collisions to cargo mishandling and man-overboard tragedies. This study investigates the relationship between fatigue, workload distribution, and CRM effectiveness among Indonesian seafarers operating aboard domestic and international vessels, proposing an evidence-based CRM training model for maritime academies and shipping operators. Employing a qualitative research design with thematic analysis, the study engaged maritime accident investigators, shipboard safety officers, occupational health specialists, and maritime education academics as primary respondents. Findings reveal an overall human element risk management composite score of 3.94 out of 5.00, with fatigue detection and management protocols and CRM communication effectiveness identified as the most critically deficient domains. The research demonstrates that Indonesian seafarers face disproportionate fatigue exposure attributable to understaffing practices, irregular watch scheduling, and inadequate rest period enforcement. The study contributes an evidence-based CRM training model directly applicable to STIP Jakarta's maritime safety education curriculum and Indonesian shipping company safety management systems.