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Ratih Ayu Ningsih; Inas Syabanasyah; Solehudin Solehudin

Jurnal Siti Rufaidah 2026 PPNI UNIMMAN

Patient safety is one of the key elements in providing quality health services. Patient safety is a top priority because it has become a global issue in hospital health services. This study aims to determine the relationship between workload and the implementation of patient safety among nurses in the Outpatient Room of Grha Permata Ibu Hospital in 2025. This study is a quantitative, analytical study. This quantitative research uses a cross-sectional design. The population in this study consisted of 40 nurses in the Outpatient Room of Grha Permata Ibu Hospital. Therefore, the sample in this study consisted of 40 respondents using a total sample technique. The instrument used in this study was a questionnaire. Data analysis was performed using univariate and bivariate analysis with the chi-square test. Based on the statistical test results, the p-value was 0.023, meaning that p-value < α (0.05). Therefore, it can be concluded that there is a relationship between workload and the implementation of patient safety among nurses in the Outpatient Ward of Grha Permata Ibu Hospital in 2025. The hospital is advised to ensure fair task distribution, provide facilities, and offer training and psychological support to manage stress.

Muhammad Aqshel Jannata; Riana Septiani

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

The most valuable asset of a company is its employees due to their performance. The performance of PT. XYZ in recent times has tended to decline due to the heavy workload on Group A non-organic employees, which has resulted in reduced employee productivity. This study aims to determine the workload value and the level of fatigue experienced by Group A non-organic employees at PT. XYZ using the SOFI and SDS methods. It also aims to recommend efforts to reduce the workload and stress levels for Group A non-organic employees at PT. XYZ. This study is a descriptive qualitative research using interview methods and distributing questionnaires to 18 non-organic employees of group A. The results of the study indicate that the analysis of workload (fatigue) measurement using the SOFI method obtained a physical fatigue level among non-organic employees of group A at PT. XYZ with an average total score of 4.61, which means that the employees experienced a workload (fatigue) level categorized as moderate. Meanwhile, the analysis of work stress measurement using the SDS method obtained an average total score of 14, indicating that the stress level among non-organic employees of group A at PT. XYZ falls in the moderate category.

Muhammad Aqshel Jannata; Riana Septiani

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

The most valuable asset of a company is its employees due to their performance. The performance of PT. XYZ in recent times has tended to decline due to the heavy workload on Group A non-organic employees, which has resulted in reduced employee productivity. This study aims to determine the workload value and the level of fatigue experienced by Group A non-organic employees at PT. XYZ using the SOFI and SDS methods. It also aims to recommend efforts to reduce the workload and stress levels for Group A non-organic employees at PT. XYZ. This study is a descriptive qualitative research using interview methods and distributing questionnaires to 18 non-organic employees of group A. The results of the study indicate that the analysis of workload (fatigue) measurement using the SOFI method obtained a physical fatigue level among non-organic employees of group A at PT. XYZ with an average total score of 4.61, which means that the employees experienced a workload (fatigue) level categorized as moderate. Meanwhile, the analysis of work stress measurement using the SDS method obtained an average total score of 14, indicating that the stress level among non-organic employees of group A at PT. XYZ falls in the moderate category.

Lusy Supriatinah; Tri Lestari Hadiati; Sumarmo Sumarmo

International Journal of Health and Social Behavior 2026 Asosiasi Riset Ilmu Kesehatan Indonesia

This study aims to analyze the relationship between public policy paradoxes, healthcare service quality, access to and continuity of postnatal care, and maternal mortality in Pekalongan Regency. A mixed-methods approach with a sequential explanatory design was employed, involving 30 respondents for quantitative analysis using Spearman correlation tests and 5 key informants for in-depth interviews. The results indicate that policy paradoxes are strongly correlated with service quality and with access and continuity of care. Service quality also shows a robust correlation with access and continuity. All variables are significantly associated with maternal mortality, with access and continuity of care demonstrating the strongest correlation. Qualitative findings reveal implementation gaps in Ministry of Health Regulation No. 21 of 2021, where postnatal visits are often conducted only 2–3 times instead of the mandated four visits, with 10 out of 13 maternal deaths occurring during the postnatal period. The persistence of maternal mortality is attributed to inconsistent implementation of standard operating procedures, high workload, and socio-cultural factors. The study highlights the need to strengthen supervision, enhance human resource capacity, and promote cross-sectoral collaboration to optimize postnatal care services.

Dicky Dienial Habibillah Wijaya; Nida Hasanati; Rizki Maulana Hidayatullah

WISSEN : Jurnal Ilmu Sosial dan Humaniora 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

This study examines the factors influencing the phenomenon of quiet quitting in the context of contemporary organizations by reviewing empirical evidence published between 2021–2024. Quiet quitting refers to the psychological withdrawal of employees who remain formally employed but consciously limit their work involvement to the minimum required by the contract without any explicit intention to quit. Although this phenomenon has been widely discussed in academic literature, much of the research still examines quiet quitting in a fragmented way, lacking a comprehensive theoretical framework. This study adopts a systematic review approach following PRISMA 2020 guidelines, analyzing eight empirical articles indexed in Scopus and Google Scholar. The findings indicate that quiet quitting is influenced by individual factors such as burnout, emotional exhaustion, reduced job satisfaction, and low work engagement. Organizational factors include psychological contract violations, low perceived organizational support, unsupportive leadership styles, excessive workload, and an exclusive work culture. The findings can be understood within the Job Demands–Resources framework, where the imbalance between work demands and organizational resources triggers disengagement. This study contributes theoretically by integrating empirical findings into a more cohesive conceptual framework and provides practical implications for human resource management aimed at improving engagement and organizational sustainability.

Ahmad Yuan Arby

Prosiding Seminar Nasional Ilmu Teknik 2026 Asosiasi Riset Ilmu Teknik Indonesia

This study presents ReflectAI, a web-based system designed to automate the creation of teaching materials tailored to students' learning styles using behavior data from a Learning Management System (LMS). Student digital activity data—such as logins, material access, forum participation, assignment submission, and quiz results—are extracted and processed using a Hierarchical Clustering algorithm to categorize students into three learning styles: visual, auditory, and kinesthetic. Based on the clustering results, the system automatically generates personalized learning modules using generative AI (ChatGPT API), aligned with each student's learning preferences. Employing a data-driven system development approach, the system was tested with data from 230 students in a mathematics course. The results show diverse learning style distributions and relevant, tailored content generation. ReflectAI is designed to reduce teachers’ administrative workload and enhance personalized and adaptive learning. This system contributes to educational transformation through deep, data-driven technology integration.

Rifqy Harits Munadil; Decy Situngkir; Ira Marti Ayu; Putri Handayani

Jurnal Riset Rumpun Ilmu Kedokteran 2026 Pusat riset dan Inovasi Nasional

The Preliminary study results indicate that 7 out of 10, or around 70% of production workers at PT Summi Adyawinsa Indonesia experienced a high workload. This research employed a quantitative descriptive method with a cross sectional study design. The sample consisted of 132 workers, selected using a non-probability sampling technique. The study was conducted from June to July 2025. Data were analyzed using univariate analysis and bivariate analysis with the chi-square test. Primary data were collected through questionnaires as the research instrument. The univariate results showed the highest proportions was hish workload (93,9%), long working hours (65,9%), short work period (66,7%), productive age (93,2%), male gender (93,9%), high wages (53%), and good work environment (94,7%). Bivariate results show a relationship between working hours (p value 0,019), and work period (p value 0,05) with workload. There is no association between age (p value 1,000), gender (p value 0,402), wages (p value 0,147), and work environment (p value 1,000) with workload. Workload Companies need to increase the number of employess, perform routine maintenance on machinery and heavy equipment (forklifts and hoist cranes), and provide training for both new and existing workers.

Alfin Kurnia Setiawan; Ayudyah Eka Apsari

Globe: Publikasi Ilmu Teknik, Teknologi Kebumian, Ilmu Perkapalan 2026 Asosiasi Riset Ilmu Teknik Indonesia

MMP is a metal manufacturing company engaged in casting, forging, and machining processes with a three-shift work system, including night shifts that may increase mental and physical workload due to disruptions in workers’ biological rhythms. This study aims to analyze the mental and physical workload of die casting machine operators during the night shift and to propose improvement measures using the Fault Tree Analysis (FTA) method. The study involved 23 operators, with mental workload assessed using NASA-TLX and physical workload measured using CVL. The results indicate that mental workload falls into high to very high categories, with WWL values ranging from 46.6 to 97.3, where 12 operators experienced very high mental workload. The dominant contributing dimensions were effort, physical demand, and temporal demand. Meanwhile, physical workload ranged from 19.48% to 36.36% CVL, with most operators not experiencing fatigue. Although physical workload remains within acceptable limits, the high mental workload indicates the need for improvements. FTA analysis identified key contributing factors, including work methods, work systems, ergonomics, machine conditions, and the work environment. Proposed improvements include job rotation, improvements in work methods and task distribution, adjustments to the work system, enhanced machine maintenance, and ergonomics-based workplace improvements.

Rahayu Safitri; Siti Nurfadhilah; Tipa Aulia Suhandi; Sri Mulyeni

Jurnal Nakula : Pusat Ilmu Pendidikan, Bahasa dan Ilmu Sosial 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

This study aims to analyze the adaptation of new students to academic workload in higher education and to identify the factors that influence their success or failure. The approach used is qualitative with a literature study. Data were analyzed thematically thru the stages of reduction, display, and conclusion drawing, resulting in key patterns regarding the dynamics of new student adaptation. The results show that the majority of new students experience difficulties in their first semester, especially when the credit load exceeds 20 credits and they are faced with complex assignment demands, periodic exams, and independent time management. This condition triggers academic stress, emotional exhaustion, decreased motivation, and even burnout, contributing to the high dropout rate in the first year. On the other hand, self-efficacy and emotional intelligence have been shown to act as protective factors capable of reducing stress levels and improving the effectiveness of coping strategies. Additionally, comprehensive orientation programs, time management workshops, academic advising, and a supportive campus environment have been proven to improve retention and accelerate the adaptation process. This research concludes that the adaptation of new students is a multidimensional process that requires both personal capacity building and systemic support from the university. The proposed recommendations include phased curriculum design, the development of instrument-based adaptation counselling services, and the implementation of a continuous mentoring program to reduce the risk of adaptation failure and optimize the academic potential of new students.

Fantin Qurrotul ‘Aini; Betie Febriana; Wahyu Endang Setyowati

DIAGNOSA: Jurnal Ilmu Kesehatan dan Keperawatan 2026 International Forum of Researchers and Lecturers

Students who are working on their undergraduate thesis often experience stress due to academic workload, pressure to graduate on time, and anxiety regarding their academic performance. Spirituality is considered one of the coping mechanisms that may help individuals achieve emotional calmness, life meaning, and self-acceptance, which potentially reduces stress. This study aims to determine the relationship between the level of spirituality and stress among students working on their thesis. This research used a quantitative method with a cross-sectional approach. A total of 134 students were selected using simple random sampling. The instruments used were the Daily Spiritual Experience Scale (DSES) to measure spirituality and the Perceived Stress Scale (PSS-10) to measure stress levels. Data analysis was performed using the Spearman Rank correlation test. The findings indicate a significant correlation between spirituality and stress levels with a p-value of 0,002. The Spearman correlation coefficient (r = -0,264) indicates a negative correlation, meaning that higher levels of spirituality are associated with lower stress levels among thesis-writing students. There is a significant negative relationship between spirituality and stress among students working on their undergraduate thesis. Increasing spirituality may serve as an effective coping strategy to reduce stress during the thesis completion process.

Amalia Diah Kusumawardhani; Muhammad Sahrul

WISSEN : Jurnal Ilmu Sosial dan Humaniora 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

This study aims to analyze the stages, impacts, and supporting and inhibiting factors of social intervention for child victims of sexual violence at the “Handayani” Center, East Jakarta. This research employs a qualitative descriptive approach to obtain an in-depth understanding of the intervention process. Data were collected through observation, in-depth interviews, and documentation, and analyzed using the interactive model of Miles and Huberman, which includes data reduction, data display, and conclusion drawing. The results indicate that the “Handayani” Center applies the Generalist Intervention Model (GIM) through seven stages: engagement, assessment, planning, implementation, evaluation, termination, and follow-up. The social intervention has a positive impact on children, particularly in improving emotional stability, self-confidence, and social functioning. Furthermore, the intervention supports children’s readiness for social reintegration. Supporting factors include the professionalism of social workers and effective team collaboration, while inhibiting factors consist of high workload, delays in administrative reporting, and limited family support.  

Rizki Maulana Hidayatullah; Finanin Nur Indana; Azzahra Rojaa Aisyah; Tiffani Hanifah Supriyanti

WISSEN : Jurnal Ilmu Sosial dan Humaniora 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

Psychology personnel in primary healthcare centers (Puskesmas) play a strategic role in delivering mental health services at the primary level; however, they are frequently confronted with complex and multifaceted job demands. This study aims to examine the effects of workload and work stress on the job performance of psychology personnel in Puskesmas in Surabaya City. A quantitative approach with a correlational cross-sectional design was employed. The study population comprised all psychology personnel working in Puskesmas in Surabaya City, with total sampling applied, resulting in 63 respondents. Workload and work stress were measured using five-point Likert scales, while job performance was assessed based on monthly psychology service reports. Data were analyzed using multiple linear regression analysis. The results indicate that the majority of psychology personnel experienced high workload levels and relatively high work stress, whereas overall job performance was predominantly categorized as good. Regression analysis revealed that workload and work stress simultaneously had a significant effect on job performance, and partially both variables exerted a negative effect on performance. These findings suggest that although psychology personnel are generally able to maintain adequate performance, excessive workload and elevated work stress may potentially undermine performance in the long term if not properly managed. Therefore, this study highlights the importance of systematic workload management and work stress intervention strategies to sustain the quality of psychological services in primary healthcare settings.

Hesty Latyfa Noor; Indra Agung Yudistiro; Puguh Ika Listyorini; Kinanti Anggraini; Denistism Egi Armadani

International Journal of Health and Social Behavior 2026 Asosiasi Riset Ilmu Kesehatan Indonesia

Surveillance for diarrhea at the district level in Indonesia is still affected by the fragmented nature of the District Health Information System (DHIS) and Early Warning and Response System (EWARS), inconsistent reporting, patchy data interoperability, and the resulting public health delays. Although there are systems in place like the DHIS and EWARS, the persistent use of hybrid systems that combine manual and digital data entry, as well as the different skill levels of users, continues to produce issues of incompleteness, untimely reporting, and inaccurate data. The present study investigated the deficiencies in surveillance reporting of diarrhea cases, the surveillance data to determine the degree of integration and also investigated the health workers perceptions of the barriers to effective reporting. A mixed methods approach was adopted in this study where we investigated quantitatively the DHIS and routine diarrhea reports submitted for the entire year of 2023, and combined that with qualitative, in-depth interviews with the relevant surveillance officers, program managers, and district staff. The quantitative analysis indicated gaps in reporting about 55% in terms of completeness, and consistency of reporting and also significant differences were found between the manual register, DHIS, and EWARS whereby the integration of these systems was found to be low. The qualitative analysis pointed to the combination of disconnected workflows, limited cross-system interoperability, inadequate system training, excessive workloads, and weak organizational feedback, as the main barriers to effective reporting. The combination of these two datasets illustrates the fact that both system deficiencies and organizational factors are primary drivers of the reporting. Closing the gaps will require system level changes in the interoperability of reporting systems, simplified reporting workflows, training, reporting, and reporting feedback loops.

Nur Fitria Nova; Umaimah Umaimah

Pajak dan Manajemen Keuangan 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study examines the effectiveness of the purchasing accounting information system at PT. ABC, with an emphasis on the quality and timeliness of information from ordering to payment to vendors. Using a qualitative descriptive approach, data was obtained through interviews, observations, and documentation involving departments related to purchasing activities. The results show that although the system has been implemented in accordance with company procedures, its effectiveness is still not optimal. This is evidenced by inconsistent documentation, frequent invoice revisions, and delays in the verification and payment processes, which reduce the efficiency and reliability of information. These problems are caused by weak document control, limited interdepartmental coordination, inadequate human resources, and high workloads in the purchasing unit. Therefore, improvements in system implementation and internal control are needed to improve the accuracy, timeliness, and overall effectiveness of the purchasing accounting information system.

Santi Susanti

Jurnal Penelitian Manajemen dan Inovasi Riset 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Human Resource Management (HRM) plays a crucial role in ensuring that a company is able to grow, compete, and sustain its operations in an increasingly dynamic business environment. Effective HRM practices help organizations optimize employee performance, improve productivity, and maintain workforce stability. One of the key aspects of HRM that significantly influences employee performance is workload and job satisfaction. An imbalance in workload or low levels of job satisfaction may lead to decreased motivation, stress, and reduced work performance. This research aims to explore and evaluate the levels of workload and job satisfaction among employees at PT Indomarco Tangerang 1. Understanding these factors is essential to identify potential problems that may affect employee performance and organizational effectiveness. The study employs a quantitative research approach, which involves collecting numerical data that can be statistically analyzed to provide objective and measurable results. Data were gathered through structured questionnaires distributed to employees. A total of 30 employees from various divisions at PT Indomarco Tangerang 1 participated in this study. Statistical analysis was used to assess the relationship between workload and job satisfaction, as well as their overall condition within the company. The findings of this research are expected to provide useful insights for management in developing appropriate strategies to manage workload effectively and enhance job satisfaction. Ultimately, improving these aspects is expected to contribute to higher employee performance and support the long-term success of the company.

Ficky Adi Kurniawan

Jurnal Ilmu Kesehatan dan Gizi 2026 Pusat Riset dan Inovasi Nasional

Indonesia, as a country with a high level of disaster vulnerability, faces an increased risk of communicable diseases during the emergency response phase due to disrupted sanitation, limited access to clean water, overcrowded evacuation shelters, and weakened health services. This study aims to analyze the strategic role of health workers in health education and the prevention of communicable diseases during disaster emergency response. The method used is a literature review of relevant national and international scientific articles. The findings indicate that health workers have a multidimensional role, not only as providers of curative services but also as educators, change agents, advocates, and collaborators in promotive and preventive efforts. Effective health education, participatory risk communication, strengthened epidemiological surveillance, and the implementation of Infection Prevention and Control (IPC) are key strategies to reduce the risk of communicable disease outbreaks. However, implementation in the field still faces challenges, including limited resources, cross-sectoral coordination constraints, heavy workloads, and suboptimal disaster-related policy systems and standard operating procedures (SOPs). Therefore, strengthening the capacity of health workers through training, policy support, and community-based approaches is necessary to enhance health system resilience in responding to disaster crises.

Irma Fajriah; Muhammad Ikhsan Rauf

VitaMedica : Jurnal Rumpun Kesehatan Umum 2026 STIKES Columbia Asia Medan

The fisheries sector is an important economic element but has high safety risks for fishermen due to harsh working conditions. This study aims to analyze the relationship between workload, mental fatigue, and Occupational Safety and Health (OHS) awareness among fishermen. This study uses a cross-sectional design with a quantitative descriptive-analytical approach4. Data were collected through questionnaires from active fishermen selected using a purposive sampling technique, with measurement instruments including NASA-TLX for workload and MFI-20 for mental fatigue. The results of the descriptive analysis show that most respondents are in the high workload (45%) and high mental fatigue (45%) categories, while the level of OHS awareness tends to be low (40%). Spearman's correlation test showed a significant positive relationship between workload and mental fatigue ($r = 0.612; p < 0.05), as well as a significant negative relationship between mental fatigue and OSH awareness ($r = -0.497; p < 0.05). This study concluded that workload indirectly influences OSH awareness through mental fatigue as an intermediary variable.8 These findings emphasize the importance of workload management and psychological interventions to improve fishermen's safety behavior at sea.

Markus Kamuri; Stefanus D.I. Mau; Maria Wilda Malo

Repeater : Publikasi Teknik Informatika dan Jaringan 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

The rapid advancement of Information and Communication Technology (ICT) has accelerated the digital transformation of public services, including land administration. However, public complaint services at the Land Office of Southwest Sumba Regency still encounter challenges such as unstructured complaint procedures, manual data processing, risk of data loss, and limited public access to clear information. These issues highlight the need for an innovative and accessible complaint information system. This study aims to design and implement a chatbot-based public complaint service information system to enhance accessibility, transparency, and service effectiveness. A qualitative research method with a system development approach was applied. Data were obtained through interviews, observations, and documentation. The system was developed using a rule-based approach with a Finite State Machine (FSM) algorithm and implemented through the Typebot.io platform. The findings indicate that the chatbot provides structured, consistent, and user-friendly information, reduces manual workload, and improves public readiness before submitting complaints directly, while supporting future integration and system enhancement.

Cici Pratiwi; Zaskia Maghfira

Saturnus: Jurnal Teknologi dan Sistem Informasi 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

This research aims to design and build a client service website and pre-registration of cases at the KOFIPINDO Law Office as a solution to administrative problems that are still carried out manually. The system is developed using the waterfall method through the stages of needs analysis, system design, coding, testing, and maintenance. The website that was built provides features for account registration, filling in case data, uploading supporting documents, and verification by the admin so that the file is ready to be submitted to the e-Court system. In addition, the system is equipped with a case status monitoring dashboard, automatic notifications to clients, and submission history that can be accessed at any time. The results of the study show that this platform is able to improve service efficiency, minimize administrative errors, and speed up the pre-registration process of cases. The implementation of this system also helps to increase the transparency of communication between law firms and clients. Furthermore, the use of this website has the potential to reduce the administrative workload of staff, optimize the management of case data, and improve the accuracy of legal documentation. The system is also designed with the client's data security and privacy aspects in mind in accordance with the principles of digital information protection. Thus, this system can be an effective, structured, and integrated digital means to support the modernization of legal services at KOFIPINDO, improve service professionalism, and strengthen the competitiveness of law offices in the digital ecosystem.

Prima Arya Bintang; Eni Maryani; Nuryah Asri Sjafirah

Jurnal Riset Rumpun Ilmu Sosial, Politik dan Humaniora 2026 Lembaga Pengembangan Kinerja Dosen

The management of local news programs within Indonesia’s Networked Broadcasting System (Sistem Stasiun Jaringan/SSJ) faces structural challenges amid the transition toward a digital media environment. This study aims to analyze the challenges and opportunities in news program management at CNN Indonesia TV West Java as part of the SSJ in the digital media era. Using a qualitative approach with a case study method, data were collected through in-depth interviews and document analysis to examine local news distribution practices. The findings reveal that local news distribution remains constrained by structural limitations, as reflected in the limited proportion of local news and its placement in low-audience time slots, which restricts audience reach and the flexibility of regional newsrooms to develop local news programs strategically. In response to these limitations, digital platforms such as YouTube and Instagram are utilized as alternative distribution channels. However, this digital adaptation has not been accompanied by adjustments in newsroom work structures, resulting in increased journalists’ workloads due to cross-platform content production demands and repurposing practices. Nevertheless, digital distribution has enhanced the visibility of local news and demonstrates that audience proximity constitutes a strategic opportunity in managing local news in the digital era. This study highlights the importance of integrating digital distribution strategies with managerial adjustments to enable more adaptive and audience-oriented local news management within the SSJ framework.