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Zanuar Ilham Mahendra; Ferida Yuamita

Jurnal Kendali Teknik dan Sains 2026 International Forum of Researchers and Lecturers

PT Adhi Karya (Persero) Tbk is a State-Owned Enterprise (BUMN) in Indonesia that operates in the construction industry. PT. Adhi Karya (Persero) Tbk. was awarded the contract for the Yogyakarta-Bawen toll road construction project, Package 1, Section 1. Construction safety is a very important aspect in the project. The toll road construction project involves work at heights, especially on erection grider work. Erection grider work is a high-risk job, so construction safety must be guaranteed. If construction safety is not guaranteed in the work environment, workers will be more careful in working to reduce risks so that work slows down. This can reduce work productivity. However, when safety is guaranteed, workers will feel safe to work so that it can increase work productivity. This study aims to determine the effect of construction safety (X) on work productivity (Y). The data collection method was carried out by distributing questionnaires to 30 respondents of erection grider workers. Data processing used the Structural Equation Modeling–Partial Least Squares (SEM PLS) method with SmartPLS 4.0 software. The results of data processing showed that construction safety had a significant influence on work productivity with a t-statistic value of 7.329 and a p-value of 0.000.  

Miranti Miranti; Sry Rosita; Hendriyaldi Hendriyaldi

Jurnal Manajemen Bisnis Digital Terkini 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to analyze the effect of workload on employee loyalty at the Class I TPI Immigration Office in Jambi, with performance allowance policies acting as a mediating variable. The research employed a quantitative approach involving 88 respondents selected from the total employee population. Data were collected through structured questionnaires and analyzed using statistical methods to examine both direct and indirect relationships among variables. The results indicate that employees generally perceive their workload as being at a moderate level; however, workload has a significant negative effect on employee loyalty. In contrast, performance allowance policies demonstrate a significant positive influence on loyalty. Furthermore, the findings reveal that performance allowance policies partially mediate the relationship between workload and employee loyalty, indicating their role in mitigating the negative impact of workload. These results suggest that effective performance allowance policies can enhance employee loyalty despite increasing workload demands. Therefore, organizations should balance workload management with fair and performance-based compensation policies to maintain employee loyalty.

Helen Griselda; Aldi Aditiya Hermawan; Imam Hidayat; Maria Goreti Mona Lako; Nisfu Ramadhan Ayatullah Habibi +2 more

Jurnal Manajemen Kreatif dan Inovasi 2026 International Forum of Researchers and Lecturers

The high unemployment rate in Indonesia highlights the importance of enhancing work readiness among young people from an early educational stage. Work readiness is influenced by several factors, including learning motivation, communication skills, and parental support. This study aims to examine the relationship between learning motivation, communication skills, and parental support with work readiness among twelfth-grade students at SMAK Kasih Anugrah. This research employed a quantitative approach with a cross-sectional design. The population consisted of all 30 twelfth-grade students, and a saturated sampling technique was applied. Data were collected using structured questionnaires and analyzed through univariate and bivariate analysis using the Chi-Square test. The results indicate a significant relationship between learning motivation and work readiness (p-value = 0.021), communication skills and work readiness (p-value = 0.014), and parental support and work readiness (p-value = 0.005). These findings suggest that learning motivation, communication skills, and parental support play a crucial role in improving students’ readiness to enter the workforce. The results of this study are expected to provide practical implications for schools and parents in strengthening students’ preparation for the world of work

Icam Sutisna; Yenti Juniari; Sri Indrawati Zakaria; Sinta Abdullah; Fika J. Labanu

Jurnal Pengabdian Masyarakat Nian Tana 2026 Fakultas Ekonomi & Bisnis, Universitas Nusa Nipa

This activity aims to build collaboration with non-formal schools in providing educational information for parents through brochures. Information about the services, programs, and advantages of non-formal schools is often not optimally conveyed to parents, so simple but effective media is needed to broaden their understanding. In this activity, the team collaborated with non-formal schools to collect accurate data on the institution's profile, educational programs, service schedules, and other supporting information. The data was then compiled into an informative brochure that was designed to be attractive, concise, and easy to understand. The completed brochure was socialized and distributed directly to parents as a form of dissemination of educational information. The results of the activity showed that the use of the brochure was able to help parents gain a clearer understanding of available non-formal education services, thus becoming a consideration in supporting their children's learning needs. This activity also strengthened the collaborative relationship between program organizers and non-formal schools in supporting the provision of educational information for families.

Ayu Zahrani; Tishya Fadiliafasha; Alif Rachman Chresandiputra; Najwa Chindykia Yuliasta; Moch Althof Naufal Ardhi +1 more

Jurnal Riset Rumpun Ilmu Kedokteran 2026 Pusat riset dan Inovasi Nasional

Benign Paroxysmal Positional Vertigo (BPPV) is the most common cause of peripheral vertigo, characterized by brief episodes of vertigo due to otoconia displacement. Although most previous studies have focused on intrinsic factors such as age, gender, osteoporosis, and metabolic disorders, evidence regarding the role of environmental factors, particularly occupational noise exposure, is limited. Chronic noise has the potential to affect vestibular function through both sensory and vascular mechanisms. This study aims to narratively review the effect of occupational noise exposure on the risk of BPPV by integrating clinical, epidemiological, and experimental findings. The method used is a literature-based narrative review of the PubMed, Scopus, Web of Science, and Google Scholar databases without year restrictions, using the keywords "BPPV", "occupational noise exposure", "vestibular dysfunction", "VEMP", and "otoconia displacement". The search results obtained 25 relevant articles linking BPPV to otolith, hormonal, vascular, lifestyle factors, and occupational noise exposure. The results indicate that chronic noise can cause sensory damage (otoconia and vestibular hair cells), vascular disorders (hypertension, cardiovascular disorders, and inner ear microvascular circulation disorders), and exacerbate lifestyle comorbidities (sedentary lifestyle, osteoporosis, hypertension, diabetes). The discussion confirms that these multifactorial mechanisms explain the susceptibility of industrial workers to BPPV despite normal hearing function. The conclusion of this study is that workplace noise exposure has been shown to play a significant role as a risk factor for BPPV, therefore, prevention strategies, vestibular health monitoring, and healthy lifestyle interventions need to be optimized in occupational health programs.

Fery Mayvian Bagaskara; Beny Mahyudi Saputra; Iing Sri Hardiningrum

Jurnal Manuhara : Pusat Penelitian Ilmu Manajemen dan Bisnis 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study aims to analyze the effect of transformational leadership (X1), work experience (X2), and social support (X3) on employee performance (Y) at PT Putra Sentosa Mandiri. This research also seeks to determine the partial effects of each independent variable as well as their simultaneous effect on employee performance. The research method used is a quantitative approach with primary and secondary data sources. The sampling technique applied was saturated sampling, in which the entire population was used as the sample, consisting of 34 employees of PT Putra Sentosa Mandiri. Data were collected through questionnaires, interviews, literature studies, and documentation. The data analysis techniques included validity tests, reliability tests, normality tests, linearity tests, heteroscedasticity tests, multicollinearity tests, multiple linear regression analysis, t-tests, F-tests, and the coefficient of determination (R²). The results indicate that transformational leadership has a positive but not significant effect on employee performance, work experience has no positive and insignificant effect on employee performance, while social support has a positive and significant effect on employee performance. Simultaneously, transformational leadership, work experience, and social support do not have a significant effect on employee performance at PT Putra Sentosa Mandiri.

Novita Dwi Indriani; Mangihut Siregar

Jurnal Riset Rumpun Ilmu Sosial, Politik dan Humaniora 2026 Pusat Riset dan Inovasi Nasional

This kind of research can reveal a purpose, namely to be able to carry out an analysis of the important role of the government together with the community in realizing policies to combat corruption of village funds. It is necessary to understand that village funds have been made one of the government's priority programs in order to increase the level of prosperity of rural communities and village development through the Village Law. Therefore, the purpose of this study is to identify policy solutions provided by the government and the community to prevent corruption of village funds. This study utilizes a literature study method through a qualitative approach that can be used to assess the role of the government and the community in implementing policies to combat corruption of village funds as an effort to uphold the integrity of the village administration system. Meanwhile, the research data sources obtained came from secondary data, which included the collection of scientific journals in the last five years, reading books in the last ten years, reports in the mass media, and government regulations. The findings of this study describe that the Corruption Eradication Commission (KPK) has identified several loopholes that are often exploited by village officials in misappropriating Village Funds. Then there were 98 cases of corruption that caused the state to lose up to Rp. 37.2 billion. This creates an urgency for the government and the community to play a role in creating village regulations that are capable of overcoming corruption of village funds.

Depi Yuidi Aningsih; Endang susilowati; Mupliha Mupliha

Inovasi Kesehatan Global 2026 Lembaga Pengembangan Kinerja Dosen

A high-risk pregnancy is a pregnancy that can affect both the pregnancy, delivery, newborn, and postpartum period. There are several high-risk pregnancies, including pregnant women who are <145cm tall, have low birth weight, are too young, and give birth too closely spaced, or what is known as the 4T. Prevention is carried out by conducting comprehensive supervision, this is a way to reduce MMR and IMR. The Central Java government has developed the One Student One Client (OSOC) program, it is hoped that the implementation of this program can reduce MMR in Central Java. MMR according to WHO in 2023 reached 189/100,000 live births, MMR based on ASEAN reached 235/100,000 live births, MMR according to the Indonesian Ministry of Health reached 205/100,000 live births, MMR in Central Java in 2023 has reached 485/100,000 live births, MMR in Brebes in 2023 54/100,000 live births and at the Bantarkawung Community Health Center MMR in 2023 amounted to 2 cases of maternal death. In this study, researchers used Varney and SOAP to document midwifery care comprehensively, with direct qualitative descriptive approach methods such as observation, interviews, and documentation.

Naufal Herza; Niatul Sovia; Nining Desriwanti; Ridwal Trisoni; Muhamad Yahya

Al-Tarbiyah: Jurnal Ilmu Pendidikan Islam 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

The development of national character is a strategic agenda in addressing moral, social, and cultural challenges in the era of globalization. Strengthening fundamental values derived from Islamic teachings is considered an important solution, particularly the values of obedience to Allah SWT, the spirit of competing in goodness (fastabiqul khairat), and work ethic. These three values play a crucial role in shaping individuals who are faithful, possess noble character, are responsible, and have high competitiveness. However, the reinforcement of these values in the practice of Islamic Religious Education (PAI) at the elementary, junior high, and senior high school levels has not yet been optimally and systematically integrated. Therefore, this article aims to analyze the concepts, urgency, and strategies for integrating the values of obedience, competition in goodness, and work ethic into PAI learning. The research method employed is a literature study using a qualitative-descriptive approach through the analysis of scientific literature, curriculum documents, and relevant concepts of Islamic education. The findings indicate that the value of obedience serves as a spiritual and moral foundation for students, the value of fastabiqul khairat encourages active, collaborative attitudes oriented toward positive contributions, while work ethic strengthens discipline, responsibility, and productivity. The integration of these three values can be implemented through the development of teaching materials, the application of contextual learning methods, educators’ role modeling, and the cultivation of a religious school culture. The implications of this study affirm that integrating these values into PAI significantly contributes to the formation of a young generation with integrity and readiness to build a dignified nation.

Noor Latifah; Mahavita Nabila Syahputri

Modem : Jurnal Informatika dan Sains Teknologi 2026 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

The gap between academic curriculum content and modern industrial needs is often an obstacle for fresh graduates in the Information Technology field, particularly in the rapidly evolving Artificial Intelligence (AI) sector. This study aims to identify the relationship patterns among technical competencies (hard skills) most demanded by the global industry. The method employed is Association Rule Mining with the Apriori algorithm to discover association rules between skills, and Network Graph Analysis to visualize the topological map of these competencies. The research dataset covers 15,000 AI job vacancies from the 2024-2025 period, analyzed in depth using Support, Confidence, and Lift Ratio evaluation parameters to validate the strength of relationships between items. The results show that Python is the central competency with the highest frequency of occurrence. Strong association rules were found indicating that proficiency in TensorFlow has a high probability of requiring Python proficiency. The Network Graph visualization reveals three main competency clusters: Data Engineering Ecosystem, Deep Learning, and Infrastructure. These findings offer a strategic foundation for aligning curricula with the job market. Focusing on strengthening the identified competency clusters is expected to directly enhance the relevance and work readiness of graduates.

Erna Erna; Rosalia Putri; Abdi Jihad

Jurnal Riset Rumpun Ilmu Kesehatan 2026 Pusat riset dan Inovasi Nasional

The production of breast milk is essential for promoting optimal growth and developmental outcomes in infants throughout the first six months of life. Nevertheless, several studies have indicated that some breastfeeding mothers face challenges in producing adequate milk, often influenced by nutritional status, psychological conditions, and environmental support. The katuk plant (Sauropus androgynus), a well-known local herb, has long been recognized for its potential as a natural galactagogue that can stimulate breast milk production. The innovation of processing katuk leaf extract into biscuits offers a more practical, convenient, and potentially acceptable alternative for daily consumption among the community. The present study aimed to examine the impact of katuk leaf biscuits on breast milk production among breastfeeding mothers within the jurisdiction of Kuta Baro Health Center, Aceh Besar District. A pre-experimental design utilizing a one-group pretest–posttest method was implemented, involving 20 breastfeeding mothers who fulfilled the established inclusion criteria. Data collection was carried out through the administration of questionnaires and by measuring breast milk volume using a calibrated measuring cup.The study findings indicated that before the intervention, most participants had relatively low breast milk production, averaging 69.1 ml. After a seven-day intervention, the mean breast milk volume showed a significant increase to 246.5 ml, with a p-value of 0.000 (p < 0.05), the findings indicate that katuk leaf biscuits exert a significant influence on increasing breast milk production. Overall, this study underscores the potential of locally sourced, herbal-based food innovations as an effective and sustainable approach to enhancing breast milk production and supporting the success of exclusive breastfeeding programs.

Pratiwi, Nina Melinda; Suwarsono, Bambang; Wahyu K, Brahma

Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN) 2026 FEB Universitas Maritim Semarang

This research aims to analyze the influence of job placement, fringe benefits, and work facilities on the performance of employees at Jawa Pos Kediri, both partially and simultaneously. The method used is quantitative with a descriptive and associative approach. Data were collected through the distribution of questionnaires to 50 respondents who are employees of Jawa Pos Kediri. The data analysis techniques used include multiple linear regression, t-test (partial), F-test (simultaneous), and the coefficient of determination (R²). The results indicate that both partially and simultaneously, job placement, fringe benefits, and work facilities have a positive and significant impact on employee performance. The R² value of 0.944 indicates that 94.4% of the variation in employee performance can be explained by these three variables, while the remaining 5.6% is influenced by other factors. Therefore, this study emphasizes that appropriate job placement, adequate benefits, and sufficient work facilities are important factors in improving employee performance at Jawa Pos Kediri. Thus, the company management needs to pay more attention to these three aspects to create a productive and sustainable work environment.

Adi Nugraha; Khoirul Amin; Mohamad Dziqie Aulia Al Farauqi; Rizki Tegar Sembada

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

This study aims to analyze the involvement of the Nusantara Nature Conservation Foundation (YKAN) in mangrove management in Berau Regency. This study explains how YKAN, as a broker organization in an advocacy network, encourages the local Forlika community to obtain resources from global partnerships. This study uses a qualitative descriptive method. The research data is sourced from primary data through interviews and uses primary data from relevant literature studies related to the research variables. The results of this study show that there is cooperation between each actor in international relations in managing mangrove areas in Berau Regency. YKAN's partnerships with global and local institutions give YKAN a strategic position in transnational advocacy networks. YKAN functions as a liaison that advocates for the needs of coastal communities at the international level, so that YKAN's role is to represent local communities in cross-actor cooperation in Berau Regency.

Winda Saputri; Zamzam Mustofa

Jurnal Manajemen dan Pendidikan Agama Islam 2026 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

Education plays a vital role in shaping character and developing individual potential, with the ability to collaborate being crucial in this global era. This study focuses on the low level of student collaboration and suboptimal Aqidah Akhlak learning outcomes at MA Muhammadiyah 1 Ponorogo, caused by a lack of innovative learning methods. Therefore, this study aims to examine the application of the Project-Based Learning method as a solution to improve student collaboration and learning outcomes. This study aims to: (1) describe the application of the Project-Based Learning method in teaching Aqidah Akhlak in class XI of MA Muhammadiyah 1 Ponorogo, (2) determine the impact of the Project-Based Learning method on student collaboration and learning outcomes, and (3) determine student perceptions of the application of the Project-Based Learning method in teaching Aqidah Akhlak. This study used a qualitative approach with descriptive methods. Data were collected through observation, interviews (with the principal, vice principal for curriculum, Aqidah Akhlak teacher, and class XI students), and documentation. The data analysis technique used was the Miles and Huberman model, which includes data reduction, data presentation, and drawing conclusions. The results of the study show that: (1) the implementation of the Project Based Learning method is carried out through structured steps, encouraging active cooperation between teachers and students, with an emphasis on equal roles and responsibilities of each, (2) the Project Based Learning method has a positive impact on increasing collaboration, educational outcomes, and the development of students’ knowledge, attitudes, and skills as a whole, with changes in behavior that are seen in depth, (3) students have a positive view of the Project Based Learning method because it is considered more interesting, interactive, meaningful, and relevant to everyday life, which can be seen from increased motivation and active participation.

Fitri Handayani; Fithri Handayani Lubis

VitaMedica : Jurnal Rumpun Kesehatan Umum 2026 STIKES Columbia Asia Medan

This study aims to examine the relationship between occupational nutrition and employee productivity through a systematic literature review. The background of this research lies in the increasing attention to workplace health and the growing evidence that nutritional status can influence physical performance, cognitive function, and work outcomes. A total of 74 articles were initially identified from databases such as PubMed, ScienceDirect, Google Scholar, and Garuda, of which 12 met the inclusion criteria and were analyzed further. The findings indicate that adequate intake of macronutrients and micronutrients—particularly iron, protein, and B vitamins—correlates positively with productivity levels. Interventions such as nutritional education, iron supplementation, and structured meal programs at the workplace showed measurable effects in reducing absenteeism and fatigue while improving concentration and efficiency. The study concludes that occupational nutrition plays a vital role in supporting workforce performance and suggests its integration into workplace health policies. Theoretical and practical implications are discussed, along with recommendations for future research

Syarifah Hijrah Febrianti; Asy Syifa; Resdi, Resdi; Riza Sativani Hayati

Nusantara: Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

In the learning process, educators often face challenges in helping students achieve optimal learning outcomes. One of the contributing factors is the dominance of teacher-centered learning models, which frequently leads to low student engagement and reduced motivation. This condition affects students’ curiosity, particularly in Science learning, which requires active participation and exploration. Therefore, innovative teaching materials are needed to encourage student involvement while simultaneously stimulating their curiosity. One alternative that can be utilized is the Student Worksheet (Lembar Kerja Peserta Didik/LKPD), which can be designed systematically and contextually to support active learning. This study aims to determine the effectiveness of using LKPD in enhancing students’ curiosity in Grade VII Science learning at SMPN 1 Sanrobone. The research employed a Classroom Action Research (CAR) approach carried out in two cycles, each consisting of planning, implementation, observation, and reflection stages. The findings indicate a significant increase in students’ curiosity after the implementation of LKPD, as shown by improvements in questioning behavior, interest in the material, and the ability to observe and explore scientific phenomena. Based on these results, it can be concluded that the use of LKPD is effective in fostering students’ curiosity and contributes to a more interactive and meaningful Science learning experience.

Marwan Busyro; Bandaharo Saifuddin

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

This study is entitled "The Role of the Indonesian Transport Workers Federation (FSPTI) in Defending the Rights of Stevedoring Workers (TKBM) in Padangsidimpuan City". The background of this study is based on the importance of the existence of trade unions as a forum for workers' struggle in protecting and fighting for the normative rights of workers as guaranteed in Law Number 21 of 2000 concerning Workers' Unions/Labor Unions. In practice, many workers still face employment problems due to their weak bargaining position, lack of legal awareness, and low protection from employers. The purpose of this study is to determine and analyze the role of the FSPTI of Padangsidimpuan City in defending the rights of Stevedoring Workers, as well as to assess the effectiveness of the implementation of Law Number 21 of 2000 on the implementation of trade union functions at the regional level. The research method used is empirical juridical, with a qualitative approach that combines primary data through interviews, as well as secondary data through literature reviews of laws and regulations and related legal literature. The research results indicate that the Padangsidimpuan FSPTI plays a strategic role in advancing the interests of TKBM workers through advocacy, legal assistance, and negotiations with employers and local governments. However, the implementation of Law Number 21 of 2000 has not been fully effective due to challenges such as limited resources, low participant participation, and weak enforcement of labor laws. Overall, the FSPTI has made maximum efforts to advocate for the rights of TKBM workers, but further government support and organizational capacity building are needed to further optimize the union's function.

Fhakir Nur Al Fidha; Mutia Dila Puspita; Nina Puspita; Salwa Latipah; Rahmad Efendi

Nusantara: Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

Selayang Village is one of the villages in Selesai District where most of the residents have micro, small, and medium enterprises (MSMEs) as the main source of livelihood. However, until now, MSME actors in the village still face limited knowledge and skills in utilizing digital technology, especially in the field of marketing. Most business actors still rely on conventional marketing methods, such as word-of-mouth promotion, which has an impact on limited market reach. Through this community service activity, it is hoped that MSMEs will be able to optimize digital marketing so that their marketing area becomes wider and more competitive. This service aims to assist and assist the community in registering the location of MSMEs and public facilities on the Google Maps platform. The method of implementing the service includes the stages of socialization, technical assistance, and direct MSME registration. The results of the activity showed that as many as nine MSMEs were successfully registered and their business profiles were optimized through a door-to-door approach. All business actors responded positively because they now have a digital footprint that makes it easier for consumers to find business locations. Thus, this activity is expected to increase business visibility, the competitiveness of MSMEs, and the welfare of the people of Selayang Village

Lailan Syakira Taufan; Putri Ramadani; Putri Wahyuni; Ruth L. Sitakar; Rahmad Efendi

Nusantara: Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

This study examines the role of KKN students in supporting the economic development of Micro, Small, and Medium Enterprises (MSMEs) through bazaar activities in Selayang Village. The bazaar programs facilitated by KKN students proved effective in improving product marketing, expanding business networks, increasing public awareness of local products, and ultimately raising the income of MSME actors. In addition to their economic impact, the bazaars functioned as promotional platforms and spaces for social interaction that strengthened relationships between community members and local entrepreneurs. Despite facing internal challenges such as limited funding, inadequate human resources, and a lack of product innovation, the initiative demonstrated positive outcomes. Collaboration among KKN students, local government, and the community is considered essential to ensure the sustainability of such empowerment programs. Overall, the findings indicate that bazaar activities represent an effective strategy for rural economic empowerment, contributing to the long-term competitiveness and growth of MSMEs while fostering community participation and local economic resilience.

Nauval Habibulloh; Nida Hasanati; Djudiyah Djudiyah

Pemberdayaan Masyarakat: Jurnal Aksi Sosial 2026 Lembaga Pengembangan Kinerja Dosen

Digital transformation and advances in artificial intelligence (AI) have fundamentally changed the demands of the workplace, creating a gap between graduate competencies and industry needs. This study aims to evaluate the effectiveness of AI Agent-based career adaptability psychoeducation as a community empowerment strategy to improve the work readiness of high school/vocational school and university graduates. The study design used a descriptive-interventional approach with 27 participants who participated in a four-week online training. Data were collected through a pre-post survey using the Career Adapt-Abilities Scale (CAAS) and qualitative observations during the training. The results of the Wilcoxon Signed-Rank test showed a significant increase in career adaptability scores (Z = –4.543, p < .001), with all participants experiencing increased career adaptability. Observations showed that participants became more confident, reflective, and proactive in designing their career directions after interacting with the AI ​​Agent. These findings indicate that psychoeducational interventions integrated with intelligent technology can strengthen the adaptive capacity and work readiness of the younger generation. Theoretically, this study expands the application of the career adaptability concept in the context of AI-based learning; In practice, the results provide a relevant community empowerment model for educational and employment institutions in the era of digital disruption.