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Gunawati, Dita Novarina; Puspitasari, Cesaria Fitri; Arnyke, Errythrina Vinifera; Amalta, Luky; Damayanti, Cindy Audina

JAPSI (Journal of Agriprecision and Social Impact) 2026 CV. Komunitas Dunia Peternakan

Poultry agribusiness is a key driver of food security and rural economic development in developing countries. However, the sector remains vulnerable to infectious diseases such as avian influenza and Newcastle disease, which can disrupt production systems and supply chain continuity. Although previous studies have examined poultry disease control, biosecurity, and supply chain disruption, evidence on how risk and crisis communication supports outbreak management and resilience in developing-country poultry agribusiness remains fragmented. This study applied a systematic literature review (SLR) approach under PRISMA guidelines to synthesize risk and crisis communication strategies in poultry disease management and their contribution to supply chain resilience. Only seven relevant studies published between 2020 and 2025 met the inclusion criteria and were analyzed using the PICO framework. Quality assessment using the Mixed Methods Appraisal Tool (MMAT), combined with systematic data extraction in Microsoft Excel 2021, was conducted to improve methodological transparency and consistency. The novelty of this review lies in integrating communication strategies, enabling and constraining factors, digital tools, One Health perspectives, and public–private collaboration within a single analytical synthesis. The findings indicate that participatory, transparent, and coordinated communication can support disease prevention and crisis preparedness, particularly when strengthened by stakeholder trust, policy support, training, and accessible information channels. However, limited digital literacy, inadequate infrastructure, and cultural barriers may reduce communication effectiveness. Overall, this review highlights the need for inclusive communication systems and collaborative governance to strengthen poultry supply chain resilience in developing countries, while recognizing that the small evidence base limits broad generalization.

Dimas Aji Pratama; Dwiki Fitri; Aidatul Mufidah; Amalia Agamasi

Jurnal Pengabdian Masyarakat Sains dan Teknologi 2026 Fakultas Teknik Universitas Cenderawasih

Stunting is a chronic nutritional problem that remains a major public health challenge in Indonesia, including in Ngombakan Village, Polokarto District, Sukoharjo Regency. Moringa leaves (Moringa oleifera Lam.) are known as a superfood plant with nutritional content far exceeding conventional food ingredients, including protein, vitamin A, calcium, potassium, iron, and vitamin C, making them highly potential as a functional food for stunting prevention. This community service activity aims to improve the knowledge of mothers at the Posyandu of Ngombakan Village about stunting and the benefits of moringa leaves, while also introducing the innovation of moringa leaf pudding as a nutritious supplementary food for toddlers. The activity was carried out from August 13 to September 6, 2024 through 6 meetings at the posyandu using lecture methods, leaflet distribution, and pudding-making demonstrations. The results showed a significant increase in mothers' knowledge about stunting and the nutritional content of moringa leaves, as well as positive enthusiasm from participants in accepting moringa leaf pudding as an affordable and nutritious supplementary food alternative for toddlers.

Annisa Dwi Sandy; Febby Maharani; Sarah Adelia Hasibuan; Abdurrozzaq Hasibuan

VitaMedica : Jurnal Rumpun Kesehatan Umum 2026 STIKES Columbia Asia Medan

Industrial hygiene is a branch of public health research that aims to prevent illness and promote Industrial hygiene is an aspect of public health that prioritizes health protection measures for workers through the identification, evaluation, and control of various elements of the work environment that can cause health problems. The goal of implementing industrial hygiene is to prevent work-related illnesses and create a safe, healthy work environment that supports workers’ well-being. Industrial Safety and Health (IS&H) encompasses these various components, including risk identification, risk assessment, risk mitigation, and worker health monitoring, waste management, and emergency response planning. Workplace risks can include physical, chemical, biological, psychological, and ergonomic hazards. Hazard analysis is a crucial step in industrial hygiene as it helps identify and document potential health risks in the workplace. The hazard analysis process includes hazard identification, risk assessment, hazard prioritization, and risk control. The implementation of Occupational Safety and Health aims to ensure the protection of employees’ safety and health from potential hazards arising from work, while ensuring a safe and sustainable work environment. The implementation of OSH and environmental health also provides broad strategic benefits such as worker protection, cost efficiency, increased productivity, regulatory compliance, and enhanced corporate reputation.  

Yulia Safarina Pakaya; Hanim Mufarokhah

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

Pulmonary tuberculosis is an infectious disease that remains a public health problem, especially in developing countries such as Indonesia. The transmission of this disease can be prevented through appropriate behavior, which is influenced by the level of individual knowledge. This study aims to determine the relationship between knowledge level and preventive behavior of pulmonary tuberculosis transmission among patients at a public health center. This study used a quantitative method with a cross-sectional design. The sample consisted of 20 respondents selected using total sampling technique. The research instrument was a questionnaire measuring knowledge and behavior. Data were analyzed using the Chi-Square test. The results showed that most respondents had a good level of knowledge (50.0%) and good preventive behavior (60.0%). The Chi-Square test showed a p-value of 0.000 (p < 0.05), indicating a significant relationship between knowledge level and preventive behavior of pulmonary tuberculosis transmission. In conclusion, there is a significant relationship between knowledge level and preventive behavior, indicating that improving knowledge is essential in preventing tuberculosis transmission.

Yulia Safarina Pakaya; Hanim Mufarokhah

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

Pulmonary tuberculosis is an infectious disease that remains a public health problem, especially in developing countries such as Indonesia. The transmission of this disease can be prevented through appropriate behavior, which is influenced by the level of individual knowledge. This study aims to determine the relationship between knowledge level and preventive behavior of pulmonary tuberculosis transmission among patients at a public health center. This study used a quantitative method with a cross-sectional design. The sample consisted of 20 respondents selected using total sampling technique. The research instrument was a questionnaire measuring knowledge and behavior. Data were analyzed using the Chi-Square test. The results showed that most respondents had a good level of knowledge (50.0%) and good preventive behavior (60.0%). The Chi-Square test showed a p-value of 0.000 (p < 0.05), indicating a significant relationship between knowledge level and preventive behavior of pulmonary tuberculosis transmission. In conclusion, there is a significant relationship between knowledge level and preventive behavior, indicating that improving knowledge is essential in preventing tuberculosis transmission.

Aryasuadnyana, I Nyoman Krisnanda; Yuniari, I Gusti Agung; Chandra, Edwin; Yuliyatni, Putu Cintya Denny; Ariawan, I Made Dwi

Jurnal Pengabdian kepada Masyarakat Wahana Usada (WUJ) 2026 Sekolah Tinggi Ilmu Kesehatan KESDAM IX/Udayana

Background: Rabies is a fatal zoonotic disease that remains a serious health problem in Bali, with increase case from rabies transmiting animal bite   in 2025. Sobangan Village, area of ??the Mengwi I Public Health Center, has been identified as a high-risk area due to its largest dog population and the second-highest bite incidence in the region. Lack of understanding regarding the initial treatment of bite wounds and vaccination are major risks factor for fatalities. Aim: This community service activity aims to increase the knowledge and awareness of the Sobangan Village community regarding the prevention and initial treatment of Animal Bites. Method: The implementation method included interactive counseling and focused discussions involving 18 village cadre representatives and PKK members, evaluated using pre-tests and post-tests. Result: The results showed a significant increase in the average knowledge score of participants from 11.56 to 12.56. The most increase understanding occurred in identifying the characteristics of rabid dogs (from 55.6% to 94.4%) and the urgency of post-exposure vaccination (from 72.2% to 100%). Conclusion: Community-based health education has been shown to be effective in improving cognitive competence as a preventative measure to reduce the risk of death from rabies in endemic areas.

Daryaswanti, Putu Intan; Pendet, Ni Made Diah Pusparini; Remiasa, I Wayan

Jurnal Pengabdian kepada Masyarakat Wahana Usada (WUJ) 2026 Sekolah Tinggi Ilmu Kesehatan KESDAM IX/Udayana

Background: Non-communicable diseases (NCDs) are a leading cause of morbidity and mortality worldwide and pose a significant public health challenge in Indonesia. Indonesian Army (TNI AD) personnel are at risk of developing NCDs due to operational stress, smoking habits, unhealthy dietary patterns, sleep disturbances, and insufficient physical activity outside working hours. Health education is an effective health promotion strategy to improve awareness and encourage healthy lifestyle behaviors for NCD prevention. This community service program aimed to improve the knowledge of Indonesian Army personnel regarding the prevention of non-communicable diseases through health education. Methods: The program was conducted at the 18/YKR Combat Engineer Battalion, Gianyar, Bali, in August 2024 and involved 40 Indonesian Army personnel. The intervention consisted of preparation, health education delivered through lectures and interactive discussions, and evaluation using pre-test and post-test questionnaires to assess participants' knowledge before and after the educational session. Results: Before the intervention, 29 participants (72.5%) had fair knowledge and 11 (27.5%) had good knowledge regarding NCD prevention. Following the health education session, the number of participants with good knowledge increased to 14 (35.0%), while those with fair knowledge decreased to 26 (65.0%). Most participants also demonstrated improved post-test scores, indicating enhanced understanding of NCD risk factors and preventive measures. Conclusion: Health education effectively improved participants' knowledge regarding NCD prevention. Regular and sustainable educational programs in military settings are recommended to strengthen awareness, promote healthy lifestyle practices, and support the prevention of non-communicable diseases among Indonesian Army personnel.

Nugroho, Santoso Tri; Winarsih, Hesti; Kurniasari, Putri; Nikmah, Nurul; Rizki, Nayla Kharismatul +4 more

Jurnal Pengabdian kepada Masyarakat Wahana Usada (WUJ) 2026 Sekolah Tinggi Ilmu Kesehatan KESDAM IX/Udayana

Background:Tuberculosis remains a serious public health challenge in Indonesia, including in Pekalongan City, which sees an annual increase in cases. The still high number of TB cases and deaths each year indicates that the program being implemented is not yet fully effective, therefore requiring active community involvement, increased capacity of health workers, and closer cross-sector integration. Aims: This activity aims to provide comprehensive community nursing care through a promotive and preventive approach, with an emphasis on identifying risky behaviors, knowledge deficits, and non-adherence to TB treatment. Method: The methods used included community assessment, establishing a community nursing diagnosis, planning education-based interventions, implementing outreach and simulation activities, and evaluating outcomes. Results: The results of the activity indicated that most people have limited knowledge about TB prevention, and that risky behaviors and non-adherence to therapy persist. Interventions, including group outreach, interactive discussions, and education on the importance of medication adherence, demonstrated increased knowledge and healthier behavior changes. Conclution: The conclusion of this activity emphasized the importance of the active role of community nurses in reducing TB transmission rates through educational approaches, active surveillance, and cross-sector collaboration. Recommendations focused on strengthening ongoing education and the involvement of families and community health workers in early detection and monitoring of TB patient therapy.

Ningsih, Ayu; Mubaroq, Husni; Rahmadi, Andhi Nur

Journal of Administrative and Sosial Science (JASS) 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This study examines the effectiveness of the GOOL (Dukcapil Go Online) service in accelerating the issuance of birth certificates at the Population and Civil Registration Office of Probolinggo City. GOOL is a digital-based civil administration service innovation that allows residents to process civil documents without visiting the office in person. This study employed a descriptive qualitative method, with data collected through in-depth interviews, observation, and documentation. Effectiveness indicators were based on Campbell's (2014) theory, covering: program success, goal achievement, community satisfaction, and overall objective attainment. The findings indicate that the GOOL service is generally effective in expediting birth certificate issuance. Supporting factors include collaboration with healthcare facilities (Indonesian Midwives Association and hospitals), an integrated 3-in-1 service program, and adequate technological infrastructure. Inhibiting factors include technical difficulties during document uploads, unstable internet connections, and limited digital literacy among some residents.

Isnenia Isnenia; Meutia Mukarromah

Jurnal Praba : Jurnal Rumpun Kesehatan Umum 2026 STIKES Columbia Asia Medan

Proper drug disposal is often perceived as a trivial matter by the public when dealing with medications that are no longer needed. However, improper disposal can effect on the economy, public health, and the environment. Therefore, it is essential to educate the public to improve their knowledge regarding appropriate drug disposal methods. Previous studies have shown that educational media can effectively increase public awareness and understanding. The purpose of this study was to evaluate the effectiveness of educational leaflets in enhancing public knowledge about proper drug disposal. This experimental study involved an intervention using educational leaflets. A total of 100 respondents participated in the study. The intervention was conducted over three consecutive days. Pretest and posttest data were collected to assess changes in knowledge. Univariate analysis was used to describe respondent characteristics, while bivariate analysis (Wilcoxon test) was employed to compare pretest and posttest results. Pretest data indicated that the majority of respondents had only sufficient knowledge about drug disposal. Following the intervention, the number of respondents with sufficient knowledge decreased, while those categorized as having good knowledge increased. Statistically, a p-value of 0.000 demonstrated that the use of leaflets significantly improved knowledge level. Based on the results of this study, educational interventions, such as the distribution of leaflets, can effectively enhance public knowledge about proper drug disposal.

Desti Kurnia Putri; Susanti Susanti

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

Independent Nursing Practice (INP) is a form of healthcare service that provides direct care to the community, including Homecare services. Public interest in these services is influenced by various factors; however, the dominant factors affecting interest in the Tambah Rejo area have not been clearly identified. This study aimed to identify and analyze factors associated with interest in Homecare services at independent nursing practices and to determine the most influential factor. This study employed a quantitative approach using an analytical survey design with a cross-sectional method. A total of 153 respondents were selected through purposive sampling. Data were collected using questionnaires and analyzed using the Chi-square test and multiple logistic regression. The results showed significant relationships between economic factors (p = 0.023; OR = 2.187), distance (p = 0.003; OR = 0.361), comfort (p < 0.001; OR = 49.67), service quality (p = 0.009; OR = 0.404), family support (p < 0.001; OR = 52.62), patient satisfaction (p < 0.001; OR = 0.212), and interest in Homecare services. Multiple logistic regression analysis revealed that comfort was the most dominant factor influencing interest in Homecare services (p < 0.001; OR = 0.124). Comfort was identified as the strongest determinant affecting community interest in Homecare services at independent nursing practices. Therefore, improving comfort in service delivery should be a primary priority in the development of independent nursing practices.

Desti Kurnia Putri; Susanti Susanti

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

Independent Nursing Practice (INP) is a form of healthcare service that provides direct care to the community, including Homecare services. Public interest in these services is influenced by various factors; however, the dominant factors affecting interest in the Tambah Rejo area have not been clearly identified. This study aimed to identify and analyze factors associated with interest in Homecare services at independent nursing practices and to determine the most influential factor. This study employed a quantitative approach using an analytical survey design with a cross-sectional method. A total of 153 respondents were selected through purposive sampling. Data were collected using questionnaires and analyzed using the Chi-square test and multiple logistic regression. The results showed significant relationships between economic factors (p = 0.023; OR = 2.187), distance (p = 0.003; OR = 0.361), comfort (p < 0.001; OR = 49.67), service quality (p = 0.009; OR = 0.404), family support (p < 0.001; OR = 52.62), patient satisfaction (p < 0.001; OR = 0.212), and interest in Homecare services. Multiple logistic regression analysis revealed that comfort was the most dominant factor influencing interest in Homecare services (p < 0.001; OR = 0.124). Comfort was identified as the strongest determinant affecting community interest in Homecare services at independent nursing practices. Therefore, improving comfort in service delivery should be a primary priority in the development of independent nursing practices.

Sarah Azami; Abi Yazid Albustomi; Ananda Putra Syach Fadhilah; Muhammad Said Ramdan Hardiana; Hikmatullah Hikmatullah

Marriage at an early age remains widespread, especially among communities with limited education and financial resources. This study aims to analyze the impact of early marriage on harmony in household life. The research model we employed was a library research design. The approach used was descriptive qualitative through literature review, referring to scholarly sources and secondary data from reputable journals published in the last five years. Findings indicate that the mental unreadiness of both parties (husband and wife) who marry at an early age can lead to instability in household life and increase the risk of marital failure or reduced family harmony. Young couples commonly face challenges in maintaining healthy communication, making joint decisions, and coping with financial pressures, all of which contribute to domestic conflict. In addition, emotional immaturity and limited life experience are also primary causes of disharmony within the family. Therefore, there is a need to improve education and public awareness about the importance of age maturity and mental readiness before marriage in order to create stable and harmonious households. Thus, it is necessary to increase education and public awareness about the importance of age maturity and mental readiness before marriage, in order to create a stable and harmonious household.

Sari, Dian Vita; Fatmawati, Fatmawati; Junaedy, Junaedy; Damayanti, Siti; Apriani, Fitri

Jurnal Pengabdian kepada Masyarakat Wahana Usada (WUJ) 2026 Sekolah Tinggi Ilmu Kesehatan KESDAM IX/Udayana

Background: Stunting remains one of the public health problems that requires early prevention through health education and growth monitoring in children under five years old. Lack of parental knowledge regarding balanced nutrition, child feeding practices, hygiene, and routine physical examination can increase the risk of growth disorders in toddlers. Purpose: Physical examination in toddlers is important to identify early signs of growth and developmental problems, including body weight, height or length, nutritional status, and general physical condition. Method: This community service activity was conducted face-to-face using health education, discussion, and direct physical examination methods. The stages of activity included preparation, delivery of educational materials about stunting, physical examination of toddlers, recording the results, and providing simple counseling to parents. Results: The activity showed that mothers were enthusiastic in participating in counseling and toddler physical examination. Before the education was given, several mothers still had limited understanding about the causes, impacts, and prevention of stunting. After the activity, mothers began to understand the importance of balanced nutrition, routine weighing, height measurement, immunization, hygiene, and regular visits to posyandu or health facilities. Conclusion: Education about stunting and physical examination of toddlers can increase parental awareness regarding early prevention of growth disorders. This activity is useful in encouraging families to monitor toddler growth regularly and implement healthy childcare practices.

Panjaitan, Dirga Azhar; Siregar, Zekwin; Syaputra, M. Rizky; Zalindri, Diani; Khalijah, Siti +2 more

Jurnal Pengabdian kepada Masyarakat Wahana Usada (WUJ) 2026 Sekolah Tinggi Ilmu Kesehatan KESDAM IX/Udayana

Background:Flooding is one of the most common environmental problems in residential areas and is closely related to poor community awareness of waste management. Improper waste disposal can clog drainage systems, increase the risk of flooding, and lead to various environmental health problems. Objective: This community service activity aimed to improve community knowledge and awareness regarding waste management and environmental health as an effort to prevent flooding in Panompuan Jae Village. Methods: The activity was conducted on May 22, 2026, at the Panompuan Jae Village Prayer House involving 15 women from a local religious study group. The educational methods included lectures, discussions, and interactive question-and-answer sessions. The materials covered waste classification, household waste management, environmental health, and the relationship between environmental cleanliness and flooding. Results: The activity improved participants’ understanding of proper waste management. Participants were able to distinguish between organic and inorganic waste and understood appropriate waste handling practices. They actively participated in the discussion and showed an initial commitment to disposing of waste properly and maintaining environmental cleanliness. Conclusion: The community education program successfully improved public knowledge and awareness regarding waste management and environmental health, supporting flood prevention efforts in Panompuan Jae Village.

Nurul Aisyah; Fauziyah Nur Irbah; Syalsabillah Alamsyah; Nasywa Mahesa

Jurnal Praba : Jurnal Rumpun Kesehatan Umum 2026 STIKES Columbia Asia Medan

Tebet Eco Park is one of the green open spaces (GOS) in South Jakarta that plays an important role in supporting environmental health and urban public health. This study aims to analyze the environmental health conditions at Tebet Eco Park through direct observation of environmental cleanliness, air quality, water quality, waste management, sanitation facilities, and visitor comfort. The research employed a descriptive method using field observations and a literature review approach. The findings indicate that the overall environmental health condition of Tebet Eco Park is relatively good. The presence of diverse vegetation contributes to improving air quality and creating a cool and comfortable environment. Supporting facilities such as sports areas, playgrounds, pet-friendly zones, and drinking water refill stations also contribute to the physical and social well-being of the community. However, several issues were still identified, including poor water quality in the park’s ponds and improper waste disposal by some visitors. Therefore, more effective environmental management and increased public awareness are needed to ensure that the ecological and social functions of Tebet Eco Park can be sustained in the long term.

Wahyuni, Adela Rahma; Yumei Santi, Mina; Meilani, Niken

Jurnal Mahasiswa Ilmu Kesehatan 2026 STIKes Ibnu Sina Ajibarang

Anxiety during pregnancy is one of the most common psychological problems experienced by pregnant women, particularly during the third trimester when they face childbirth preparation as well as various physical and emotional changes. If not properly managed, anxiety may adversely affect both maternal and fetal health. This study aimed to describe the level of anxiety among third-trimester pregnant women at Mlati II Public Health Center in 2026. This research employed a descriptive quantitative design with a cross-sectional approach. The study involved 40 third-trimester pregnant women selected using a total sampling technique. Data were collected using the Hamilton Anxiety Rating Scale (HARS) questionnaire and analyzed through univariate analysis in the form of frequency and percentage distributions. The results showed that most respondents were of healthy reproductive age (20–35 years) (92.5%), primigravida (67.5%), had a secondary level of education (70%), and were unemployed (70%). The respondents' anxiety levels were categorized as no anxiety (47.5%), mild anxiety (47.5%), and moderate anxiety (5%), while no cases of severe anxiety or panic were identified. The most dominant anxiety indicators were anxious feelings, tension, respiratory symptoms, and sleep disturbances. These findings indicate that some third-trimester pregnant women still experience anxiety, highlighting the need for early detection, health education, and psychological support through antenatal care services to promote maternal mental well-being during pregnancy.

Siregar, Ramser Bonardo; Puji P.M, Mostien Adi; Supardi, Endi

Amphibious Journal 2026 Akademi Angkatan Laut

The Kampung Bahari Nusantara (KBN) Program is one of the Indonesian Navy's community empowerment initiatives aimed at improving the welfare of coastal communities through the development of economic, educational, health, tourism, and defense sectors. Tlocor Hamlet, Kedungpandan Village, Jabon District, Sidoarjo Regency, possesses significant coastal resource potential and marine tourism opportunities; however, the implementation of the program has not yet achieved optimal results. This study aims to analyze the implementation of the Kampung Bahari Nusantara Program and formulate strategies to optimize its contribution to community welfare improvement. The research employed a qualitative descriptive approach through observation, interviews, and documentation involving village officials, community members, and representatives of the Indonesian Navy. The findings indicate that the program has positively impacted infrastructure development, tourism growth, and public service accessibility. Nevertheless, several challenges remain, including limited community participation, inadequate human resources, insufficient educational and health personnel, and weak inter-agency coordination. The study concludes that optimization can be achieved through strengthening stakeholder collaboration, enhancing community empowerment, improving infrastructure maintenance, and expanding educational and health services. These efforts are expected to promote sustainable welfare improvement and strengthen maritime resilience in coastal areas.

Arsyadana, Gemilang Mutsaqqofa; Prijambodo, Tjatur

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

In order to raise the standard of healthcare services in the contemporary period, digital transformation in hospital management has become a phenomena. The purpose of this study is to investigate the adoption, advantages, difficulties, and success aspects of digital transformation in healthcare facilities. A literature review employing a narrative review system was the methodology. 14 papers that met the inclusion requirements were found using data sources from Google Scholar, PubMed, and ScienceDirect databases with publication years ranging from 2020 to 2025. To determine the primary study themes, data analysis was carried out utilising a thematic synthesis approach. According to the study's findings, digital transformation can enhance operational effectiveness, service quality, and patient safety by using technology including electronic health records (EHR), telemedicine, and hospital management information systems. However, there are still a number of obstacles to its adoption, such as inadequate infrastructure, inadequate human resource competency, expensive investment costs, and data security threats. Significant barriers also include a lack of system integration and opposition to change. Government policies and regulatory assistance have an impact on the success of digital transformation in hospital administration.

Kaysa Naisy Khosina; Pramesti Kusumaningtyas; Mohammad Rofii

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

Stunting is a multifactorial public health problem influenced by various risk factors that may emerge during the prenatal period. Early identification of stunting risk during pregnancy is important to support preventive interventions. This study aimed to develop a stunting risk prediction model based on maternal prenatal factors using the Random Forest algorithm. Secondary data from 172 pregnant women, consisting of 83 stunting cases and 89 non-stunting cases, were analyzed. The predictor variables included maternal age during pregnancy, height, hemoglobin level, mid-upper arm circumference (MUAC), smoking history, hypertension, asthma, and diabetes mellitus. The research stages consisted of data preprocessing, model training using Stratified 5-Fold Cross Validation, performance evaluation, external testing, and feature importance analysis. Internal evaluation results showed an accuracy of 60%, precision of 60.6%, recall of 57.3%, F1-score of 58.9%, and AUC of 0.6688. External testing yielded an accuracy of 70% and an AUC of 0.6167. Feature importance analysis identified maternal age during pregnancy as the most influential variable in the prediction process. The findings indicate that maternal prenatal factors have potential for early stunting risk identification, although the predictive performance remains moderate. This approach may serve as a foundation for developing early screening tools to support targeted interventions among high-risk pregnancies.