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Maria Rosandi Dua Ani; Jacob Wadu; Belandina L. Long; Rafi A. Kholikin

Jurnal Ilmu Sosial, Bahasa dan Pendidikan 2026 Pusat Riset dan Inovasi Nasional

The problem of stunting is still a serious issue in health development in Indonesia because it has an impact on the quality of human resources. This study aims to analyze the efforts of the Pagomogo Village Government in handling stunting. The research uses a descriptive qualitative approach with data collection techniques through observation, interviews, and documentation. Informants were determined using purposive sampling consisting of village governments, health workers, cadres, and the community. The results of the study show that the village government has implemented various programs, such as Supplementary Feeding (PMT), strengthening Human Development Cadres (KPM), improving services through community institutions, and sanitation development. However, the implementation of the program has not been optimal because it is still constrained by economic factors, low public awareness, limited counseling, and access to clean water. This study concludes that the main problem does not lie in the availability of programs, but in the implementation and sustainability aspects. Therefore, it is necessary to strengthen community empowerment, improve education, and evaluate results-based programs.

Nasywa Oktavia Melani; Nadia Oktiffany Putri

Journal of Educational Innovation and Public Health 2026 Pusat Riset dan Inovasi Nasional

This study aims to examine the relationship between family support and depression levels among the elderly in Pejuang Village, Bekasi City, through a descriptive-narrative literature review. The review analyzed relevant scientific articles discussing family support, social support, and depression in older adults. Literature was selected based on the suitability of the elderly population, the presence of family or social support variables, and the measurement of depressive symptoms or depression levels. The analysis compared each article’s objectives, research design, respondent characteristics, instruments, findings, and conclusions. The results indicate that most studies found a relationship between family support or social support and depression among the elderly. Adequate family support, including emotional, instrumental, informational, and appraisal support, helps older adults feel cared for, valued, secure, and better able to adapt to the aging process. Preliminary findings at the Elderly Posyandu in Pejuang Village also show variations in family support and depression levels among elderly participants. Conversely, limited family support may increase loneliness, psychological distress, and depressive symptoms. Therefore, family support functions as a protective factor in reducing depression risk among older adults. Strengthening the involvement of families, health workers, and elderly posyandu cadres is necessary as a promotive and preventive strategy to maintain psychological well-being through education, early detection, and sustainable community-based assistance for vulnerable elderly groups living in community and family environments.

Ruqaiyah Ruqaiyah

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

This study examines the experience of access to health services and resilience strategies in adolescents with unplanned pregnancies in Makassar, Indonesia. Access to quality reproductive health services is important for adolescents' well-being, but they often face systemic barriers that affect access to health services and outcomes. The study used an Interpretative Phenomenological Analysis (IPA) approach on seventeen adolescent girls aged 15–19 years who had an unplanned pregnancy between June–November 2023. Data were collected through in-depth semi-structured interviews, recorded, verbatim transcribed, and analyzed by a six-stage science process. Two main themes were found: Navigating Closed Doors: Systematic Barriers to Care and Finding Light in Darkness: Resilience and Agency. Participants faced a variety of layered barriers, including a lack of information about health services and rights, geographical and economic constraints, age-based discrimination, parental notification obligations, fear of legal consequences especially related to abortion, family control over decisions, and limitations in adolescent-friendly services. Nonetheless, adolescents show resilience through seeking strategic help, resistance to pressure, spiritual and religious coping, peer support, gradual acceptance of maternal identity, educational sustainability, and positive meaningfulness of difficult experiences. These findings point to the need for a transformation of the health system that not only improves attitudes of health workers, but also addresses structural barriers such as confidentiality, age discrimination, and service availability, while strengthening agency and adolescent coping strategies.

Khairani, Fuji; Suriana , Iin; Listiandini, Oktariya Heni; Juliatin Am, Riza Lutvia

Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

Low levels of maternal knowledge and appropriate nutritional practices, combined with limited continuity of nutrition education from health workers, remain significant risk factors for maternal and child health problems, including stunting. The GEMPITA Program (Gerakan Edukasi MPASI Tepat dan Aman / Safe and Appropriate Complementary Feeding Education Movement) was implemented as a community service initiative to improve nutritional knowledge, skills, and practices among families in the working area of Teratak Public Health Center. The program employed structured methods, including socialization, education, training, demonstrations, mentoring, and non-formal monitoring and evaluation. The target participants were mothers with children aged 6–24 months, as well as health workers and community health cadres. Program effectiveness was assessed using pretest posttest measurements and direct observation of behavioral changes. The results demonstrated a significant improvement in maternal knowledge regarding appropriate complementary feeding, enhanced skills in age-appropriate food preparation, and improved hygienic and nutritious feeding practices. In addition, the capacity of health workers to deliver nutrition education was strengthened. Overall, the GEMPITA Program proved effective in improving family nutrition practices and reinforcing the role of the public health center in stunting prevention through a sustainable community empowerment approach.

Triswanti Triswanti; Lia Indria Sari; Mukhlisiana Ahmad; Lala Jamilah

Jurnal Ilmu Keperawatan dan Kebidanan 2026 Asosiasi Riset Ilmu Kesehatan Indonesia

Non-health facility deliveries remain a significant maternal health problem in rural areas, increasing the risk of complications for both mothers and newborns. Cigobang Village, Karang Tengah, Babakan Madang District, is one of the areas where home deliveries assisted by non-health personnel are still practiced. This community service activity was conducted through the Village Community Health Development (PKMD) program involving 103 respondents, there were 8 pregnant women (100%) who still planned to give birth at home assisted by non-health personnel. The objective of this activity was to improve community awareness and knowledge regarding safe delivery practices in health facilities. The methods included a community health assessment using questionnaires, maternal health education sessions, and interactive discussions with pregnant women, families, and community health cadres. The results showed that despite the implementation of health education, some pregnant women still planned home deliveries assisted by non-health personnel due to cultural beliefs, accessibility issues, and financial considerations. The PKMD activities contributed to increased community knowledge; however, continuous education and multisectoral collaboration are required to promote safer delivery practices.

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.

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.

St Subriani; Samsiah Samsiah; Alamsyah Alamsyah

Journal of Educational Innovation and Public Health 2026 Pusat Riset dan Inovasi Nasional

Background: The Maternal and Child Health (MCH) Book plays an essential role in enhancing pregnant women's knowledge of pregnancy health and labor preparation. However, its utilization remains suboptimal, which may affect a mother's readiness for childbirth. Objective: This study aims to analyze the relationship between pregnant women's knowledge of the MCH Book and their birth preparedness at the Mamajang Health Center in Makassar in 2025. Method: This research employs a quantitative design using purposive sampling with 86 pregnant women as respondents. Data were collected using a knowledge questionnaire about the MCH Book and a birth preparedness questionnaire. Data analysis was conducted using the Chi-Square statistical test. Results: The majority of pregnant women demonstrated good knowledge of the MCH Book (75.6%) and were categorized as prepared for childbirth (70.9%). Statistical testing indicated a significant relationship between pregnant women's knowledge of the MCH Book and their birth preparedness (p = 0.001). Conclusion: There is a significant relationship between pregnant women's knowledge of the MCH Book and their birth preparedness at the Mamajang Health Center in Makassar. Health workers are expected to enhance education and optimization of MCH Book utilization to support birth preparedness.

Septiana Dwi Riskayanti; Iskim Luthfa; Moch. Aspihan

Journal of Educational Innovation and Public Health 2026 Pusat Riset dan Inovasi Nasional

Personal hygiene is an essential factor in maintaining the health and quality of life of the elderly, as aging is often accompanied by a decline in physical strength, mobility, and cognitive function that can reduce the ability to maintain personal cleanliness independently. Limited understanding of the importance of personal hygiene may increase the risk of infections, skin disorders, and other health complications, making education and awareness crucial for promoting better hygiene behavior. This study used a descriptive correlational design with a cross-sectional approach involving 204 elderly individuals residing at the Pucang Gading Elderly Social Service Home in Semarang and Wening Wardoyo Ungaran, with 135 respondents selected using a non-probability sampling technique. Data were collected using validated and reliable questionnaires measuring the level of understanding and personal hygiene practices and were analyzed using the Somers’d statistical test. The results showed that most respondents were female (60%) and aged between 70–79 years (48.9%). The level of understanding of personal hygiene among the elderly was predominantly in the moderate category (72.6%), and their personal hygiene practices were also mostly categorized as moderate (72.6%). Statistical analysis revealed a p-value of 0.000 (<0.05) with a correlation coefficient (r) of 0.472, indicating a positive and significant relationship between the level of understanding and personal hygiene practices. These findings suggest that improving knowledge through continuous education and guidance from health workers is necessary to enhance awareness, independence, and hygiene behavior among the elderly.

Susianti Susianti; Arifa Usman; Ayu Irawati

Ekspresi : Publikasi Kegiatan Pengabdian Indonesia 2026 Asosiasi Seni Desain dan Komunikasi Visual Indonesia

Empowering pregnant women in their third trimester through Respectful Maternity Care-based childbirth preparation counseling is a relevant promotive and preventive strategy for improving maternal health. This counseling not only provides knowledge about the signs of labor, stages of labor, pain management options, and birth planning, but also equips mothers with an understanding of their rights in midwifery care. Childbirth preparation education often focuses solely on clinical aspects and fails to fully address the psychosocial aspects and the rights of mothers as service recipients. This has the potential to lead to an unpleasant childbirth experience and even contribute to disrespect and abuse during labor. This counseling can equip mothers with an understanding of their rights in midwifery care. With an empathetic, participatory, and woman-centered approach, pregnant women are expected to be able to recognize their needs, convey their preferences, and communicate effectively with health workers. The purpose of this counseling is to improve pregnant women's knowledge before and after being empowered in their third trimester through Respectful Maternity Care-based childbirth preparation counseling.

Quranayati Quranayati; Srie Wahyuni; Rouzatul Nafisah; Putri Ayu Ariska; Meli Sahara

Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

Toddler age is often called the golden period because during this period brain nerve development occurs, especially myelination, as well as a critical period. The golden period can be achieved if toddlers' nutritional needs are optimally met. On the other hand, if babies and toddlers do not get the food they need, the golden period will change into a critical period, thus disrupting their growth and development. The level of education of parents will affect the health and well-being of children, because this is inseparable from the nutritional status of children. Mothers with a high level of education will have a clearer opportunity to absorb information compared to mothers with less or no education. With a good level of education, it is hoped that a mother will be willing and able to behave well in order to improve her child's nutritional status. This Community Service activity aims to provide health education on balanced nutrition to reduce stunting in the community, especially mothers with toddlers in Desa Cangguk, Kecamatan Tanah Pasir, Kabupaten Aceh Utara. This activity used a participatory approach involving lecturers, students, health workers, and the community. The results showed an increase in public understanding and awareness of stunting prevention. It is hoped that this activity will raise public awareness about balanced nutrition for children

Elisa Silvia Aritonang; Marti Silfia

Journal of Health Sciences, Public Health and Pharmacy 2025 International Forum of Researchers and Lecturers

This study aims to analyze hematocrit values ​​using a micro method with capillary blood samples in pregnant women with anemia at the Sidodadi Kisaran Barat Community Health Center. This study is a descriptive study with a cross-sectional approach involving 15 pregnant women as respondents. Data collection was carried out through hematocrit laboratory examinations and data collection of respondent characteristics. The results showed that 60% of respondents had hematocrit levels below normal values, while 40% of respondents had hematocrit levels within normal limits. Low hematocrit levels in pregnant women are influenced by several factors, including age, education level, employment status, and level of knowledge about anemia during pregnancy. This condition has the potential to increase the risk of pregnancy complications if not optimally managed. Therefore, it is recommended that health workers continue to increase educational efforts regarding anemia prevention, the importance of regular pregnancy check-ups, and encourage pregnant women to maintain a balanced nutritional consumption pattern and adequate iron intake to support maternal and fetal health.

Hanik Khairun Nisa; Devi Elfita Sari

International Journal of Health and Social Behavior 2025 Asosiasi Riset Ilmu Kesehatan Indonesia

Gross motor development is an important aspect of an infant’s growth. Infants aged 6–12 months are in a golden period where physical stimulation plays a vital role in supporting coordination, balance, and muscle strength. Hydrotherapy provides an experience of free movement in water with light resistance, which can strengthen muscles and improve body control. This study aimed to determine the effect of hydrotherapy on the gross motor development of infants aged 6–12 months at Posyandu Dahlia, Palembang City. This research used a quasi-experimental design with a pretest–posttest control group involving 30 infants (15 intervention and 15 control). The intervention was conducted twice a week for four weeks in water with temperatures of 36–37°C. The Denver II instrument was used for assessment. Data were analyzed using paired t-tests and independent t-tests with a significance level of 0.05The average gross motor development score increased significantly in the intervention group from 45.2 to 60.4 (p = 0.001), while the control group showed no significant change (p = 0.094). Hydrotherapy has a significant effect on improving the gross motor development of infants aged 6–12 months. Health workers are encouraged to use this therapy as an alternative stimulation for early childhood development in community health centers.

Helsa Nasution; M. Agung Rahmadi; Nazwa Aqela Saragih; Isnaini Fajarwati; Riska Wahyuni Hasibuan +3 more

Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan 2025 Stikes Kesdam IV/Diponegoro Semarang, Indonesia

This study presents a comprehensive analysis of reconstruction strategies for mental health services in post-conflict regions of the Middle East, based on a meta-synthesis of 87 policies and intervention programs issued between 2010 and 2023. The findings indicate that 73.4 percent of initiatives did not meet their intended targets due to infrastructural limitations, resulting in a service dropout rate of 62.8 percent. The implementation of the Stepped Care Model shows a 47.2 percent improvement in service access (p = 0.001), while the integration of mental health services into primary health care systems increases overall coverage by 56.3 percent (p = 0.001). Task shifting to community health workers enhances efficiency by 38.9 percent (p = 0.01) with a cost-effectiveness ratio of 1 to 2.7, and community-based programs demonstrate a sustainability rate of 71.2 percent compared to 43.5 percent in conventional approaches. These findings build upon the work of Hamamra et al. (2025) and Werner et al. (2023) on post-conflict mental health interventions and show that hybrid models combining formal and informal structures yield better performance, with an effect size (Cohen's d) of 0.82. The main contribution of this study lies in identifying adaptive implementation patterns that align with resource limitations, socio-cultural dynamics, and systemic reconstruction needs in post-conflict settings.

Najhwa Jananti Alfi; Ismaniar Ismaniar; Lili Dasa Putri

Jurnal Pendidikan Dirgantara 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

Malnutrition among early childhood remains a critical issue that hinders Indonesia’s efforts to realize its Golden Generation. This study aims to describe the current condition of child malnutrition, its impacts, contributing factors, and strategies for prevention involving families, communities, health workers, early childhood education institutions, and the government. This paper uses a literature review method by examining scientific sources related to nutrition, early childhood development, and governmental policies. The findings indicate that severe malnutrition significantly affects children’s physical, cognitive, socio-emotional development, and long-term health. Contributing factors include low nutritional literacy, inadequate parenting practices, poor sanitation, recurrent infections, economic limitations, and suboptimal implementation of nutrition programs. Effective prevention requires an integrated, multisectoral approach involving nutrition education, growth monitoring, improved access to nutritious food, and strengthened interventions during the First 1000 Days of Life. Sustainable collaboration across sectors is essential to reduce malnutrition rates and support the development of a healthy and competitive future generation.

Rony Kriswibowo; Johan Suryo Prayogo; Danuditya Purna Atmaja; Lusi Fitria Yunani; Sayyidah Hajar Faiqotul Muhimmah +2 more

Jurnal Pengabdian kepada Masyarakat 2025 Pusat Riset dan Inovasi Nasional

The development of wearable technology, especially smartwatches, opens up great opportunities in preventive health monitoring, especially in rural areas such as Sembung Village, Wringinanom, Gresik, where access to health services is limited. However, this technology is still alien to the local community. Preliminary surveys show that the majority of citizens, including health cadres, have never used or even seen a smartwatch in person, and view it as a luxury and irrelevant item. In fact, the potential of smartwatches as “digital health assistants” is huge from tracking heart rate, blood oxygen levels (SpO₂), stress levels, to physical activity reminders that are essential for early detection of health disorders. This service activity aims to improve digital literacy and adoption of smartwatch technology through a participatory educational approach and direct assistance. Implementation methods include: (1) coordination with the village government and health workers, (2) Interactive socialization using local languages, (3) step-by-step practical training, (4) simulation of application in the field, and (5) pre-test and post-test evaluation of 27 participants (25 health cadres, 1 midwife, 1 nurse). The results showed significant improvements: function understanding from the original value of 1.8 increased to 4.2, consumption interest from the original value of 2.1 increased to 4.0, benefit perception from the original value of 1.9 increased to 4.3, self confidence from the original value of 1.5 increased to 3.8, and digital literacy awareness from the original value of 2.0 increased to 4.1. The hands-on approach proved effective in changing participants ' mindset from skeptical to enthusiastic, proving that the digital divide is not due to incompetence, but the lack of access to contextual education. The implication is that smartwatch has the potential to become a strategic tool for village health cadres in early detection and real-time data-based health education, provided that it is supported by sustainable mentoring.

Muri Ambarwati; Indah Sri Wahyuningsih; Mohammad Arifin Noor

Jurnal Ilmu Keperawatan dan Kebidanan 2025 Asosiasi Riset Ilmu Kesehatan Indonesia

This study aimed to evaluate the effect of murrotal therapy on pain and anxiety levels in patients after radiofrequency action. This study uses a quantitative approach with a pre-experimental design of one group pretest-posttest involving 50 post-radiofrequency patients at Sultan Agung Hospital Semarang. The research data were collected using the Numeric Rating Scale (NRS) instrument to assess pain levels and the Zung Self-Rating Anxiety Scale (SAS) to assess anxiety levels. Univariate analysis showed that most of the respondents were women with an average age of 44.04 years, included in the intermediate adult category. The results of bivariate analysis with the Wilcoxon Signed Rank Test showed a significant decrease in both pain and anxiety levels after being given murrative therapy, with a p-value of 0.000 for both variables. This shows that murrotal therapy is effective in providing psychological relaxation and spiritual distraction effects, so that it can reduce the intensity of pain while reducing anxiety in patients. Based on these findings, it can be concluded that murrotal therapy is a non-pharmacological intervention that is simple, safe, and easy to apply by health workers. It also has great potential as a complementary therapy that supports the management of pain and anxiety after medical procedures, especially invasive procedures such as radiofrequency. Thus, the application of murrotal therapy can be used as an additional alternative in improving the quality of nursing services in hospitals.

Indah Puji Lestari; Wahyu Endang Setyowati; Dwi Heppy Rochmawati

Jurnal Ilmu Keperawatan dan Kebidanan 2025 Asosiasi Riset Ilmu Kesehatan Indonesia

Patients admitted to the Intensive Care Unit (ICU) often experience physiological disturbances caused by both medical conditions and intensive treatment procedures. One of the most common problems encountered is sleep disturbance. Several factors contribute to poor sleep quality in ICU patients, including repeated medical procedures, environmental noise from medical equipment and staff activities, discomfort due to body positioning, frequent interactions with health workers, continuous exposure to lighting, pain, and the underlying disease process. Persistent sleep disturbances can delay the healing process, increase blood pressure, and even elevate the risk of stroke. This study aimed to analyze the relationship between anxiety levels and sleep quality in compos mentis patients in the ICU of Sultan Agung Islamic Hospital Semarang. The research design employed a correlational approach with a cross-sectional method. A total of 30 respondents were selected according to the inclusion criteria. Data were collected using the Pittsburgh Sleep Quality Index (PSQI) to measure sleep quality and the Hamilton Anxiety Rating Scale (HARS) to assess anxiety levels. The Chi-Square test was used for statistical analysis. The results showed an equal distribution of male and female respondents (15 each). Ten respondents had a post-laparotomy medical diagnosis, and the majority belonged to the late elderly age group (10 respondents). Most respondents experienced moderate anxiety (18 respondents), while poor sleep quality was reported by 17 respondents. The Chi-Square test revealed a p-value of 0.001, indicating a significant relationship between anxiety levels and sleep quality. In conclusion, higher anxiety levels were associated with poorer sleep quality among compos mentis patients in the ICU. These findings highlight the importance of nursing interventions that address both the physical and psychological aspects of patients to improve sleep quality and support recovery.

Okie Pujianti, Okie Pujianti; Herry Susanto; Kurnia Wijayanti

Jurnal Ilmu Keperawatan dan Kebidanan 2025 Asosiasi Riset Ilmu Kesehatan Indonesia

Hospitalization in preschool children often causes anxiety due to several factors, such as unfamiliar environments, uncomfortable medical procedures, and separation from parents. This condition can negatively affect the child’s psychological state, which may influence both the healing process and adaptation during hospital care. Therefore, it is important to understand the description of anxiety experienced by children during hospitalization so that health workers can provide appropriate interventions. This study aimed to describe the anxiety caused by hospitalization among preschool children admitted to the Parkit Ward of Qolbu Insan Mulia (QIM) Hospital Batang. The study employed a descriptive quantitative design with a purposive sampling technique. A total of 65 preschool children aged 3–6 years who met the inclusion criteria were recruited as samples. The instrument used was the Spence Children’s Anxiety Scale (SCAS) Preschool Parent Report, which was completed by parents to assess the children’s level of anxiety. Data analysis was carried out using frequency distribution to present both the respondents’ characteristics and the level of anxiety. The results showed that most respondents were 5 years old (36.9%) and predominantly male (61.5%). A majority of the respondents had never been hospitalized before (63.1%), making hospitalization a first-time experience that could trigger anxiety. The highest proportion of anxiety levels was in the mild category (38.4%), followed by moderate anxiety (30.7%). Only a small proportion of children experienced severe anxiety. In conclusion, preschool children undergoing hospitalization in the Parkit Ward of QIM Hospital Batang mostly experienced mild to moderate anxiety. These findings provide an important overview for nursing staff in designing interventions to reduce children’s anxiety. Suggested approaches include play therapy, effective communication, and active parental involvement in the care process. With such strategies, it is expected that children’s anxiety can be reduced, making hospitalization a more adaptive experience that supports the recovery process.

Astri Kusuma Cahyani; Bambang Satoto; Bagus Abimanyu

International Journal of Public Health 2025 Asosiasi Riset Ilmu Kesehatan Indonesia

Background: The scheduling of work of health workers, especially radiographers in type B hospitals, is a complex challenge due to the variety of radiology modalities, variations in the number of human resources, and the provisions of working hours regulations from the Ministry of Health of the Republic of Indonesia. Manual scheduling that is still in use tends to cause workload inequality, conflicts between employees, and operational inefficiencies. Objective: This study aims to design and develop an Artificial Intelligence (AI)-based radiographer shift scheduling system that is able to prepare work schedules automatically, fairly, flexibly, and integratedly, in accordance with hospital service regulations and needs. Research Method: This type of research is Research and Development (R&D). The development process is carried out through the stages of needs analysis, designing Python and Flask-based systems, simulating tests on data, and expert validation then the data collected and described from the initial mapping and also mapping potential problem-solving. Results: The system successfully manages morning, noon, night, and holiday shift schedules based on competence, fair rotation, and maximum working hours provisions. By showing a significant difference between user perceptions before and after using the system, which reflects improved efficiency, fairness, and ease of access to schedules. Respondents expressed satisfaction with the override feature and integrated notifications. Conclusion: The development of an AI-based radiographer shift scheduling system has proven to be feasible and effective in overcoming managerial problems of work scheduling in hospitals. This system is able to increase efficiency, transparency, and user satisfaction, and has the potential to be widely applied to various types of hospitals in Indonesia.