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Widiyanti Widiyanti; Ratna Tunjungsari; Agung Budiartono; Agus Prasetyo

JURNAL RISET EKONOMI DAN AKUNTANSI (JREA) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

Digital transformation has driven significant changes in society's economic patterns and increased the need for stronger family economic independence. In this context, the Family Welfare Movement (PKK) plays a strategic role in empowering families through strengthening digital literacy, entrepreneurship training, capacity building, and the utilization of digital media to support productive economic activities. This study aims to analyze the strategic role of the PKK in digital-based family economic empowerment, identify the forms of empowerment programs implemented, and examine the challenges and strategies needed to increase program effectiveness in the digital era. The study employed a qualitative approach with purposive sampling techniques. Data were collected through participant observation, in-depth interviews, and documentation, and subsequently analyzed through data reduction, data presentation, and conclusion drawing. The findings reveal that the use of digital technology can expand marketing access, improve family economic skills, strengthen entrepreneurial capacity, increase community participation, and promote sustainable economic independence. However, limitations in digital literacy, unequal access to technology, limited infrastructure, and business sustainability remain major obstacles, highlighting the need for continuous mentoring, training, and collaborative support from various stakeholders.

Anis Siti Qayyummah; Utary Rahayu; Andrey Pramudia; Dika Habib Permana; Miftahul Huda

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

This study aims to analyze the internalization of Islamic developmental psychology values through the Qur'an memorization (Tahfidz Al-Qur'an) program in shaping the character of middle adolescents aged 13–17 years in the digital era at Al Hayya Orphanage Foundation, Depok. Adolescence is a transitional stage characterized by significant physical, emotional, social, and spiritual changes. In the digital era, adolescents face various challenges, such as social media addiction, cyberbullying, declining social interaction, and moral degradation, all of which may affect character development. Therefore, strengthening character education based on Islamic values has become increasingly important. This research employed a qualitative approach using a case study method to gain an in-depth understanding of the phenomenon under investigation. Data were collected through observation, in-depth interviews, and documentation involving orphanage caregivers, Tahfidz instructors, and students at Al Hayya Orphanage Foundation, Depok. The findings indicate that the Tahfidz program plays a positive role in character formation through habituation, role modeling, spiritual guidance, and a supportive religious environment. From the cognitive perspective, students demonstrated improvements in discipline, concentration, responsibility, and self-regulation. Emotionally, they became more patient, better able to control their emotions, and experienced inner peace through intensive engagement with the Qur'an. Socially, the program fostered attitudes of mutual assistance, respect, empathy, and stronger social relationships among students.This study reveals that the Tahfidz program serves not only as a means of memorizing the Qur'an but also as an effective medium for internalizing the values of Islamic developmental psychology and fostering Qur'anic character among adolescents in facing the challenges of the digital era.  

Heriziana Hz; Shanti Rosalina

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

Work stress is a critical occupational health concern among midwives working at primary healthcare facilities. This cross-sectional study aimed to analyze factors associated with work stress among 30 midwives, including age, marital status, length of service, and dual-role conflict. Data were collected using structured questionnaires measuring work stress (9 valid items) and dual-role conflict (6 items), and analyzed through univariate, bivariate (Fisher's Exact Test and Chi-Square), and multivariate (binary logistic regression) analyses. Results showed that 43.3% of midwives experienced high work stress and 53.3% reported high dual-role conflict. Bivariate analysis revealed significant associations between work stress and marital status (p=0.009) and dual-role conflict (p=0.004), while age (p=0.633) and length of service (p=0.586) were not significant. Multivariate analysis identified dual-role conflict as the primary determinant of work stress (OR=15.762; 95% CI: 2.149–115.631; p=0.007). Healthcare facility management should develop gender-responsive policies and workplace stress intervention programs to reduce dual-role conflict and work stress among midwives.

Siti Ramawati Abas; Sukarman Kamuli; Sri Yulianty Mozin

International Journal of Humanities and Social Sciences Reviews 2026 Asosiasi Penelitian dan Pengajar Ilmu Sosial Indonesia

Package C equivalency education is a strategic non-formal education policy designed to provide senior secondary education access for citizens who are not served by the formal schooling system. This study evaluates the implementation of the Package C Equivalency Education Policy at the Non-Formal Education Unit Sanggar Kegiatan Belajar in Batudaa District, Gorontalo Regency, Indonesia. The study addresses the gap between the policy objective of expanding equitable access to secondary education and the practical constraints found in local implementation. Using a qualitative evaluative case study design, the research applies the Context, Input, Process, and Product evaluation model. Data were collected through in-depth interviews, observation, and document analysis involving program managers, tutors, learners, parents, alumni, and non-formal education supervisors. The findings show that the policy is contextually relevant to learners who face economic barriers, employment demands, age constraints, and limited access to formal schooling. However, input capacity remains insufficient due to limited tutor availability, inadequate andragogical competence, insufficient learning media, and learning modules that are not yet fully contextualized. The process dimension reveals inconsistent learning schedules, lecture-dominated instruction, weak adult-learning practices, and suboptimal monitoring. Product evaluation indicates positive outcomes in graduation, academic confidence, and access to administrative requirements for work or further study, but practical skills and socio-economic impacts remain limited. The study concludes that Package C policy implementation requires stronger socialization, tutor capacity development, contextual learning resources, flexible learning management, and local policy support to generate sustainable public value.

Ike Lestari; Muhammad Rusdy

JURNAL ILMIAH PENDIDIKAN KEBUDAYAAN DAN AGAMA 2026 CV. ALIM'SPUBLISHING

This study aims to obtain a comprehensive understanding of the Juz ‘Amma memorization strategy implemented at Madrasah Diniyah Takmiliyah Baitul Azhar, evaluate its effectiveness, and examine the assessment mechanisms applied in Qur’anic learning. The research employed a qualitative field-study approach, focusing on learning activities as the primary object of investigation. Data were collected through direct observation of the learning process, in-depth interviews with the madrasah principal and teachers (ustadz/ustadzah), and documentation analysis related to the memorization program. The data were analyzed through data reduction, data presentation, and conclusion drawing to generate accurate and in-depth findings. The results indicate that the memorization program utilizes a combination of talaqqi, takrir (repetition), sima’i, and small halaqah methods. These strategies have proven effective in improving students’ memorization abilities, as reflected in increased reading fluency, better tajwid accuracy, and the achievement of memorization targets. In addition, the madrasah implements a structured and continuous evaluation system consisting of daily assessments, weekly reviews, and final examinations for each juz. The evaluation focuses on memorization fluency, recitation accuracy, and overall memorization quality. The study concludes that integrating diverse memorization methods with systematic evaluation significantly enhances the effectiveness of Qur’an memorization learning in Islamic educational institutions.  

Aristya Ika Wardani

Jurnal Riset Rumpun Ilmu Kesehatan 2026 Pusat riset dan Inovasi Nasional

Muscle-invasive bladder cancer (MIBC) is an aggressive malignancy associated with high morbidity, reduced survival, and impaired quality of life. Radiotherapy (RT) has been widely used as a bladder-preserving strategy, particularly for patients unsuitable for surgery or systemic chemotherapy. RT may also enhance tumor immunogenicity through programmed death-ligand 1 (PD-L1) upregulation, providing a rationale for combination therapy with immunotherapy. This study aimed to evaluate the effectiveness of combining immunotherapy and radiotherapy in MIBC treatment. A systematic review was conducted following PRISMA 2020 guidelines using the PICO framework. Literature searches were performed in PubMed, Embase, Cochrane, ClinicalTrials.gov, Web of Science, and Scopus databases for studies published between 2016 and 2025. Risk of bias was assessed using the Cochrane Risk of Bias Tool and ROBINS-I. Of 105 identified studies, five met the inclusion criteria and were included in the final analysis. Only one Phase II randomized controlled trial demonstrated low risk of bias in randomization and allocation concealment. ROBINS-I assessment indicated moderate to serious risk in confounding and participant selection domains. Clinical findings showed promising outcomes, with complete response rates ranging from 35%–50% and partial response rates from 25%–40%. Median overall survival ranged from 24–30 months, with favorable disease-free and progression-free survival outcomes. Combined immunotherapy and radiotherapy demonstrate potential to improve survival and disease control in MIBC; however, further rigorous clinical studies are needed to optimize patient-centered treatment strategies.  

Siong Tji Djun; Tan Lili Wati; Sri Rezeki

Jurnal Pengabdian Kepada Masyarakat 2026 Sekolah Tinggi Pastoral Kateketik Santo Fransiskus Assisi

This community service study investigates a marketing training program implemented by theology students of STT Kadesi Bogor at the GPIA Sidoasri congregation in Sumbermanjing Wetan District, Malang Regency, East Java. The program targeted eighteen women members of the congregation to improve their economic capacity through the marketing of low-cost everyday clothing via three channels: door-to-door sales, a small storefront at the church, and online commerce through TikTok. The study applied a pre- test/post-test design evaluated using the Normalized Gain (N-Gain) method to measure changes in knowledge and skill across five indicators: marketing knowledge, selling skills, online media usage, basic financial recording, and entrepreneurial motivation. Results indicated a moderate-to-high N-Gain across all measured indicators, with an average N-Gain score of 0.656 (moderate category), and the highest individual gain in entrepreneurial motivation (0.76, high category). Sales data over the three-month period (January–March 2025) recorded a total profit of Rp1,967,500 across 345 garments sold, representing an income supplement of approximately 27–35% relative to participants' baseline household income for the most active participants. A marked sales decline in February and March was attributed to seasonal demand shifts ahead of Eid al-Fitr, as consumers redirected purchases toward formal Muslim attire. The program demonstrated that congregation-based economic empowerment rooted in a biblical theology of work, stewardship, and the dignity of labor can yield measurable and holistic socioeconomic outcomes for Christian women in rural communities.

Injilita Rutemia Donsu; Meylita Injilia Kodongan; Chelvin Irgil Momongan; Karunia Kaligis; Eunike Febryca Br Keliat +3 more

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

Vector-borne infectious diseases remain a public health concern, particularly in tropical regions such as Indonesia. Sanitation clinics at public health centers (Puskesmas) play a role in identifying environmental risk factors and planning interventions to support vector-borne disease control. This study aimed to evaluate the performance of sanitation clinics in environmental intervention planning. The method used was a literature review of scientific articles, journals, and related documents published between 2015-2025. Data were analyzed descriptively to identify forms of environmental interventions and their effectiveness. The results showed that sanitation clinics play an important role in environmental health counseling, sanitation inspections, health education, and environmental intervention planning. However, their implementation still faces challenges, including limited numbers of sanitarians, inadequate facilities and infrastructure, and suboptimal environmental interventions. Nevertheless, sanitation clinics continue to contribute to the prevention of environment-based diseases and vector control. Therefore, strengthening resources and improving the quality of intervention planning are necessary to enhance the effectiveness of sanitation clinic programs.

Indri Trisalowika Purba; Jehan Dangio; Nikita Manengkey; Robintang Situmorang; Keirin Bawues +3 more

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

Environmental-based diseases remain a major public health issue associated with unsafe drinking water, inadequate sanitation, poor hygiene behavior, improper household waste management, and unsafe domestic wastewater disposal. Community-Based Total Sanitation, known in Indonesia as Sanitasi Total Berbasis Masyarakat or STBM, is a community empowerment approach designed to change hygiene and sanitation behavior through five pillars. This article aims to develop an STBM program planning design and an impact evaluation model for reducing environmental-based diseases, particularly diarrhoeal disease. This study used a narrative review method by analyzing national regulations, official guidelines, global WASH reports, and recent scientific literature. The proposed program design includes situation analysis, multisectoral advocacy, community triggering, household mentoring, strengthening sanitation facilities, monitoring, verification, and impact evaluation. The evaluation model uses process, output, outcome, and impact indicators, with diarrhoea incidence as the main measurable health indicator. The findings indicate that an integrated STBM program supported by community participation, valid baseline data, and periodic evaluation can strengthen the prevention of environmental-based diseases. This article recommends implementing STBM as a sustainable community-based public health intervention rather than a short-term sanitation activity. 

Cristi Mokoagow; Aunike Pondaag; Christofan N Paath; Gabriel Wariki; Merien Shintia Radjakore +3 more

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

Clean water is a basic human necessity that plays a vital role in public health and well-being. However, access to clean water remains a challenge in many drought-prone areas. This condition requires effective planning and evaluation to ensure the sustainability of clean water supply programs. This article aims to examine the application of the Problem Solving Cycle (PSC) method in the planning and evaluation of clean water supply programs in drought-prone regions. The study employed a literature review method by analyzing various scientific articles and relevant documents. Data were analyzed descriptively through identification, classification, and information synthesis. The findings indicate that PSC supports program planning and evaluation through the stages of problem identification, cause analysis, action planning, implementation, monitoring, and evaluation. Clean water supply programs contribute to improving community access to safe water and adequate sanitation, although several challenges remain, including limited resources, infrastructure management issues, and program sustainability. Therefore, PSC can serve as an effective approach to support the success of clean water supply programs in drought-prone areas.

Gita Puspita Sari; Nili Fauziah; Emna Laisa; Fitria Fitria

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

This study aims to explain the effectiveness of assessment in the learning process, focusing on improving student outcomes at SDN Larangan Tokol 1 Pamekasan. This research applies a qualitative methodology categorized as a descriptive study. Data collection was carried out through observation, interview sessions, and document analysis involving teachers and students at SDN Larangan Tokol 1 Pamekasan The findings of the study indicate that the implementation of learning process evaluation is conducted systematically and continuously through question and answer activities, daily assignments, group discussions, learning practice, daily tests, as well as the assessment of students’ attitudes and skills. Teachers use various strategies to improve the effectiveness of learning evaluation, such as the use of varied teaching methods, providing motivation, habituation of discipline, utilization of learning media, and the implementation of remedial and enrichment programs.Supporting factors for the effectiveness of learning evaluation include the support of the principal, teacher competence, parental support, and the availability of learning facilities. Meanwhile, the obstacles include differences in students’ learning abilities, lack of motivation among some students, and limited availability of certain learning media.The assessment of the learning process contributes effectively to improving students’ academic achievement, shaping discipline and responsibility character, as well as increasing students’ participation and collaboration in the ongoing learning process. Therefore, learning assessment plays a crucial role in creating an effective learning process and improving student achievement at SDN Larangan Tokol 1 Pamekasan.

Riska Anastasya Wijaya Kusuma; Linda Riski Sefrina; Milliyantri Elvandari

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

Balanced nutrition intake is an important factor in supporting the performance of young athletes, especially during the growth period that requires optimal nutrition for intense physical activity. However, the lack of nutritional knowledge among parents of young athletes often leads to nutritional imbalances that have a negative impact on athlete health and performance. This study aims to measure the effect of balanced nutrition education on improving the knowledge and attitudes of parents of athletes at the Kancil Mas Football School (SSB), Karawang. The method used was a quasi-experiment with a pre-test and post-test design involving 20 respondents who were parents of U-13 athletes. Education was provided in the form of direct counseling sessions and group discussions, which were supplemented with supporting materials such as leaflets. The Wilcoxon signed rank test was used to analyze changes in parental knowledge and attitude scores before and after the intervention. The results of the analysis showed a significant increase in parents' understanding and positive attitudes towards balanced nutrition after education (p < 0.05). The results showed a significant increase in the level of parents' understanding and positive attitudes towards nutrition after the education intervention. These findings highlight the importance of active parental involvement in ensuring that young athletes' nutritional needs are met, as well as providing a basis for developing nutrition education programs in other sports schools.

Rommy Rommy; Rido Rido; Yusak Agus Setiawan

Jurnal Pengabdian Kepada Masyarakat 2026 Sekolah Tinggi Pastoral Kateketik Santo Fransiskus Assisi

This community service study documents and analyzes a blood glucose screening program conducted by theology students of STT Kadesi–Bogor at the Pentecostal Church (Gereja Pantekosta Jakarta/GPJ) in West Jakarta from February to April 2026. A total of 80 examinations were performed over three consecutive months using the Accu-Check glucometer. Results revealed that 1 participant (1.25%) was classified as diabetic (random blood glucose/RBG ≥200 mg/dL) and 19 participants (23.75%) were classified as pre-diabetic or at elevated risk (RBG 126–199 mg/dL), bringing the total at-risk proportion to 25%. The mean participant age was 52.7 years (range: 21–82 years). Women constituted 78.75% of all participants and accounted for 70% of at-risk cases, while men showed a proportionally higher per-capita risk rate (35.3% vs. 22.2%). Five female participants recorded borderline-low glucose levels (70–75 mg/dL), indicating potential nutritional inadequacy. This study contextualizes its findings within biblical theology—particularly 1 Corinthians 3:16, which declares the human body to be the temple of the Holy Spirit—providing a theological imperative for holistic health stewardship. Practical recommendations include adoption of a balanced diet, engagement in regular physical activity, and periodic blood glucose monitoring as expressions of faithful bodily stewardship.

Pujiwati

REDOMINATE : Jurnal Teologi dan Pendidikan Agama Kristiani 2026 Sekolah Tinggi Teologia Kerusso Indonesia

This study examines the role of social media as a contemporary arena of spiritual warfare and its impact on Christian spirituality amid the growth of digital disinformation. Employing a mixed-method approach, the research combines quantitative surveys and qualitative interviews to identify patterns of religious disinformation and explain their influence on doctrinal understanding, worship practices, and the faith identity of church members. The findings indicate a negative relationship between exposure to disinformation and the depth and consistency of spiritual practices. They also reveal increasing theological confusion and the emergence of digital influencers as “alternative authorities” who shape religious interpretation outside established church guidance. In addition, low levels of media literacy and the church’s limited readiness for digital ministry further heighten believers’ vulnerability to misleading narratives. The study concludes that the digital sphere functions as a strategic field of spiritual warfare requiring an integrated theological, pastoral, and literacy-based response. Recommendations include developing theologically grounded media literacy programs, training digital ministry leaders, strengthening pastoral guidance online, and designing contextual, evidence-based church content for contemporary digital communities across diverse contemporary congregational settings and contexts.

Jendriensi Tiara H. Lagu; Josef Mario Monteiro; Ivan Ndun

Student Research Journal 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This study aims to analyze the role of the sub-district head (Camat) in community empowerment and village development in Lamboya District, West Sumba Regency, based on Government Regulation Number 17 of 2018 concerning Sub-Districts. The research employed an empirical juridical method with a qualitative descriptive approach. Data were collected through interviews, observations, and literature studies involving the Camat, village heads, district staff, Village Consultative Body (BPD) members, and community representatives. The findings reveal that the Camat has carried out important functions in coordinating, supervising, and guiding village governance and development programs, as well as facilitating community empowerment activities. These roles contribute to improving development implementation and encouraging community participation at the village level. However, the effectiveness of these functions has not been fully optimized due to several obstacles, including limited infrastructure, inadequate human resources, weak coordination among institutions, and inconsistencies in regulatory implementation. These challenges affect the achievement of development objectives and the sustainability of empowerment programs. Therefore, strengthening technical regulations, enhancing institutional coordination, and improving the capacity of government officials are necessary to optimize the Camat’s role in supporting effective village development and sustainable community empowerment in Lamboya District.

Rima Rohmawati; Nurherawati Nurherawati

JURNAL MANAJEMEN DAN BISNIS EKONOMI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

The era of globalization and accelerated digital transformation has given rise to increasingly competitive job markets, requiring every individual to possess adequate skills, confidence, and abilities to face professional demands. In this situation, Generation Z, as a productive age group, still faces various obstacles related to job readiness, for example, a lack of confidence in meeting job expectations and a low mastery of non-technical skills required by industry. This research intends to assess the influence of self-efficacy and soft skills on the employment preparedness of Generation Z in Tasikmalaya Regency using quantitative approaches. The sample comprised 100 participants who were chosen using a non-probability sampling technique, specifically purposive sampling. Data collection employed an ordinal-scale questionnaire, and data analysis was conducted using multiple linear regression testing. The findings indicate that self-efficacy has a partial, positive, and significant influence on job readiness. A similar impact is also demonstrated by the soft skills variable, where these non-technical skills are proven to accelerate individual readiness. When tested simultaneously, the combination of self-efficacy and soft skills plays a crucial role in strengthening the job readiness of Generation Z in Tasikmalaya Regency. These findings emphasize that the combination of self-confidence and interpersonal and intrapersonal competencies is the main foundation for facing the world of work. Therefore, this study offers practical implications regarding the urgency of strengthening both aspects through academic pathways, training programs, and stimulating work experiences to produce a Generation Z capable of optimally responding to the dynamics of industry needs.

Rayhan Al Hayubi; Desmira Desmira

Jurnal Riset Rumpun Ilmu Teknik 2026 Pusat riset dan Inovasi Nasional

This study designs and implements an up-down counter system based on an AT89C2051 microcontroller programmed in assembly using the MC-51 application. The system modifies an existing digital clock board by mapping the display selector pins, seven-segment segment pins, pushbuttons, and buzzer to the microcontroller ports. The research method consists of literature review, hardware identification, algorithm design, assembly programming, program downloading, and functional testing using a 5 V DC supply. The implementation uses a four-digit common-cathode seven-segment display and a multiplexing routine to show the counter value in real time. The functional test shows that the system can display the initial value, increase the value through the up button, and decrease the value through the down button. The display is readable during operation, and the program can run on the target circuit after being downloaded to the AT89C2051. This study confirms that assembly programming on MC-51 can be applied to implement a simple counter system on a reused digital clock circuit. The main limitations are the absence of explicit button debouncing, overflow and underflow protection, quantitative response-time measurement, and non-volatile data retention.

Baharudin, Ali Musthofa; Ilham, Aqsha Maulana; Resmi, Arum Sita; Azkia, Bella Firdha; Reswara, Naufal +1 more

IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi 2026 Fakultas Teknologi Informasi, Universitas Kristen Satya Wacana

Python programming has become a fundamental competence in the digital era, yet students often struggle to transform algorithmic logic into functional code. This gap between conceptual understanding and practical implementation skills requires a thorough investigation into learning challenges within the Industrial Informatics Engineering Technology (TRIN) program at Politeknik Manufaktur Bandung. Grounded in Bloom's Revised Taxonomy and Cognitive Load Theory, this descriptive quantitative study utilized a Likert-scale questionnaire and an objective comprehension test administered to 87 third-year students. Data were analyzed using descriptive statistics to map performance across three aspects: conceptual understanding, syntactic comprehension, and implementation ability. Results indicate the conceptual aspect achieved the highest average of 4.15, followed by syntax at 3.56 and implementation at 3.54, with objective test accuracy rates of 76.09%, 65.52%, and 67.36%, respectively. Major obstacles identified include difficulties with looping, debugging, and comparison operators. Therefore, enhanced structured practice and Project-Based Learning approaches are recommended to strengthen students' implementation competencies.

Rifna, Iza; Nurdin, Nurdin

IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi 2026 Fakultas Teknologi Informasi, Universitas Kristen Satya Wacana

The Free Nutritional Meal Program (MBG) is a government policy that is widely discussed by the public through social media, especially TikTok. Various comments that have emerged indicate differences in public opinion towards the program, so an analysis is needed to determine the tendency of public sentiment. This study aims to analyze TikTok user sentiment towards the Free Nutritional Meal Program using the Naive Bayes method. The research method is carried out through several steps, namely collecting TikTok comment data, preprocessing text, labeling sentiment data into positive, negative, and neutral, feature transformation using TF-IDF, and classification using the Naive Bayes algorithm. Based on the analysis of 500 comment data, the results show that positive sentiment dominates public opinion by 42% (210 data), followed by negative sentiment by 36% (180 data), and neutral sentiment by 22% (110 data). Testing the classification model using Naive Bayes produces excellent performance with an accuracy rate of 86%, precision of 84%, recall of 85%, and F1-score of 84%. The conclusion of this study shows that the Naive Bayes method is effective as an approach in social media sentiment analysis to map public responses to government policies.

Valentina Ayumy Fortunita Mia Amrillah; Lely Wahyuniar; Dwi Nastiti Iswarawanti; Mamlukah Mamlukah

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

The Integrated Primary Care Posyandu (ILP) program requires cadres to assume a much broader role compared to conventional Posyandu services. In the working area of Puskesmas Penusupan, ILP achievement reached only 20% in 2025, while merely 25 out of 225 cadres (11%) had received related training. This condition indicates that cadre readiness needs to be examined more comprehensively before the program can be implemented optimally. This study aimed to analyze the factors associated with the readiness of ILP Posyandu cadres using a descriptive-analytic method with a cross-sectional approach. The study involved 144 cadres selected proportionally from a population of 225 using the Slovin formula. Data were collected through structured interviews using a validated questionnaire and analyzed using univariate, bivariate (Spearman Rank), and multivariate (ordinal logistic regression) analyses. The results showed that among the eight variables examined, only skills (r = 0.171; p = 0.040) and resource availability (r = 0.225; p = 0.007) were significantly associated with cadre readiness. In the multivariate analysis, resource availability emerged as the most influential factor with an OR = 2.839 (95% CI: 1.311–6.149), indicating that cadres supported by adequate resources were 2.8 times more likely to demonstrate good readiness. In conclusion, resource availability was identified as the dominant factor associated with the readiness of ILP Posyandu cadres in the working area of Puskesmas Penusupan. Therefore, improving the availability of facilities and infrastructure, providing practice-based training, and strengthening operational support should become priority programs in the future.