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Penilaian kinerja merupakan elemen krusial dalam manajemen sumber daya manusia (SDM) untuk memastikan efektivitas organisasi dan pengembangan karyawan. Namun, banyak sistem penilaian tradisional masih bergulat dengan masalah subjektivitas, kurangnya transparansi, dan minimnya fokus pada pengembangan. Penelitian ini bertujuan mengevaluasi sistem penilaian kinerja yang berlaku di Politeknik XXX dan mengusulkan kerangka model yang mengintegrasikan 360-Degree Feedback dan Critical Incident Technique (CIT) untuk mengatasi kelemahan tersebut. Menggunakan analisis survei deskriptif dan analisis kesenjangan (gap analysis) pada data Politeknik XXX , ditemukan bahwa sistem saat ini bersifat top-down, minim umpan balik multi-sumber (rekan sejawat dan mahasiswa 0%), lemah dalam pencatatan kejadian kritis (18.5% untuk prestasi, 29.6% untuk pelanggaran), serta memiliki skor komunikasi hasil penilaian (2.07/5.00), kepuasan, dan keadilan yang moderat (2.96/5.00). Kesenjangan signifikan teridentifikasi pada aspek transparansi (gap 2.29), orientasi perbaikan (gap 2.08), dan rekam kejadian kritis/CIT (gap 2.07). Implikasi dari temuan ini menunjukkan urgensi transformasi menuju sistem manajemen kinerja modern yang mengedepankan objektivitas, transparansi, dan pengembangan profesional berbasis data. Integrasi 360-Degree Feedback dan CIT diyakini mampu menyediakan perspektif holistik dan bukti perilaku faktual yang diperlukan untuk penilaian yang lebih adil dan formatif.

Ketidaksesuaian kualitas pada proses assembly sepatu kulit kerap memicu siklus rework berulang yang menguras sumber daya waktu maupun biaya produksi secara signifikan. Penelitian ini mengkaji mekanisme pengendalian cacat yang diterapkan pada Product D-01 di Lini C PT XYZ, dengan menggunakan DMAIC sebagai kerangka perbaikan utama serta Pareto, P-Chart, Fishbone Diagram, 5 Whys, Failure Mode and Effects Analysis (FMEA), dan Cost of Quality (COQ) sebagai alat pendukung. Data primer bersumber dari catatan produksi internal perusahaan, pengamatan lapangan, dan wawancara terstruktur bersama pengawas produksi dan staf quality control. Pengukuran baseline menunjukkan bahwa Lini C menyumbang volume cacat paling tinggi di antara seluruh lini yang ada, dengan Product D-01 mencatat 10.487 pair cacat dari total output 80.387 pair, sehingga menghasilkan defect rate sebesar 13,05%. Distribusi Pareto mengidentifikasi wrinkle, incorrect colour, dan not straight sebagai tiga kategori cacat paling kritis. Penilaian FMEA menetapkan Risk Priority Number tertinggi sebesar 245 pada perilaku operator yang terburu-buru selama proses lasting dan brushing. Tindakan korektif mencakup pemasangan SOP visual, implementasi checklist QC pra-shift, verifikasi kondisi mesin secara rutin, dan penyediaan sampel referensi warna serta bentuk yang terstandar. Pemantauan selama dua periode berikutnya mengkonfirmasi penurunan defect rate secara bertahap menjadi 12,80% dan kemudian 11,65%, disertai penurunan estimasi biaya kegagalan internal dari Rp 2,36 juta menjadi Rp 1,86 juta per periode.

Penelitian ini bertujuan untuk mengkarakterisasi tingkat toksisitas ekstrak etanol 60% daun trembesi (Samanea saman) terhadap larva Artemia salina melalui penentuan nilai LC₅₀ menggunakan metode Reed-Muench dan analisis probit. Penelitian ini merupakan penelitian eksperimental dengan rancangan post-test only control group design. Larva Artemia salina digunakan sebagai organisme uji dan dipaparkan pada berbagai konsentrasi ekstrak, yaitu 10 ppm, 100 ppm, 500 ppm, 1000 ppm, 5000 ppm, dan 10.000 ppm. Parameter yang diamati adalah jumlah kematian larva setelah 24 jam perlakuan. Hasil penelitian menunjukkan bahwa persentase kematian larva meningkat seiring dengan kenaikan konsentrasi ekstrak, yang mengindikasikan adanya hubungan dosis-respons. Perhitungan nilai LC₅₀ dengan metode Reed-Muench diperoleh sebesar 351,07 ppm, sedangkan analisis probit menghasilkan nilai LC₅₀ sebesar 468,05 ppm. Berdasarkan klasifikasi toksisitas Brine Shrimp Lethality Test (BSLT), nilai LC₅₀ tersebut termasuk dalam kategori toksik (30–1000 ppm). Hal ini menunjukkan bahwa ekstrak etanol 60% daun trembesi memiliki aktivitas toksisitas sedang terhadap larva Artemia salina. Dengan demikian, ekstrak ini berpotensi sebagai sumber senyawa bioaktif yang dapat dikembangkan lebih lanjut, namun diperlukan penelitian lanjutan untuk mengidentifikasi senyawa aktif serta mengevaluasi keamanan pada sistem biologis yang lebih kompleks.

The growth of the nickel mining industry in Indonesia, particularly in Southeast Sulawesi Province, has made this sector one of the main contributors to the Regional Gross Domestic Product (RGDP). However, the development of supporting infrastructure—especially mining haulage roads—still faces various risks that could potentially cause project delays and disrupt operational efficiency. Therefore, a systematic risk identification process is necessary to ensure that project implementation proceeds in accordance with established time, cost, and quality targets. This study aims to identify and assess risks in mining infrastructure development projects using a stakeholder-based approach. This approach is employed to gain an understanding of the risks that arise from the perspectives of the parties involved in the project. The results of this study describe the dominant risks that could potentially occur in nickel mining projects, namely opposition from the local community surrounding the project, conflicts with community organizations, denial of access to project roads, and disruption of project security due to inadequate security measures by authorities. It is hoped that these dominant risks can serve as a basis for developing effective risk mitigation strategies to support the successful and sustainable development of mining infrastructure.

This study aims to describe the role of the principal in implementing teacher performance appraisal and its impact on the quality of learning at TK Islam Al-A’raaf Gentan. The research employed a qualitative approach with a descriptive design, in which data were collected through observation, interviews, and documentation. The subjects of this study were the principal and teachers, focusing on the implementation of teacher performance appraisal and its follow-up processes. The findings indicate that the principal plays a strategic role in planning, implementing, and evaluating teacher performance appraisal through systematic academic supervision, including pre-observation, observation, and post-observation stages. The follow-up actions are carried out in a structured manner, ranging from guidance and warnings to rewards for high-performing teachers. The implementation of teacher performance appraisal has a positive impact on the quality of learning, such as improving teacher professionalism, creating active and engaging learning environments, and enhancing students’ motivation and learning outcomes. Therefore, the effective role of the principal in teacher performance appraisal is a crucial factor in improving educational quality.

Sekolah Menengah Kejuruan (SMK) dituntut menghasilkan lulusan yang siap kerja dan mampu beradaptasi dengan perkembangan industri. Namun, proses pembelajaran akuntansi di beberapa SMK di Kabupaten Karawang masih didominasi metode konvensional yang berpusat pada guru dan belum sepenuhnya menerapkan pembelajaran berbasis pemecahan masalah sesuai kebutuhan dunia kerja. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk memperkuat kompetensi guru akuntansi melalui pembelajaran berbasis Design Thinking. Metode pelaksanaan menggunakan pendekatan pelatihan partisipatif yang meliputi identifikasi kebutuhan, perencanaan program, pelaksanaan pelatihan, pendampingan, dan evaluasi kegiatan. Pelatihan memperkenalkan tahapan Design Thinking yang terdiri atas empathize, define, ideate, prototype, dan test. Teknik pengumpulan data dilakukan melalui observasi, wawancara, dokumentasi, pre-test dan post-test, serta penilaian terhadap perangkat pembelajaran yang dihasilkan peserta. Hasil kegiatan menunjukkan adanya peningkatan pemahaman dan keterampilan guru dalam menerapkan pembelajaran akuntansi yang inovatif. Peserta menunjukkan peningkatan pemahaman terhadap konsep Design Thinking, kemampuan menyusun perangkat pembelajaran kontekstual, serta motivasi untuk mengembangkan pembelajaran yang berpusat pada siswa. Hasil post-test menunjukkan rata-rata pemahaman guru mencapai 75,88 dan lebih dari 80% peserta mampu menjawab dengan benar tahapan Design Thinking. Kegiatan ini menyimpulkan bahwa Design Thinking dapat menjadi pendekatan pembelajaran yang efektif untuk meningkatkan kompetensi pedagogik guru serta mendukung pengembangan pembelajaran akuntansi yang kontekstual, kolaboratif, dan sesuai dengan kebutuhan industri.

PT Telkom Indonesia (Persero) Tbk (Telkom) is a company that is part of the state-owned enterprises (SOEs) and operates specifically in the field of information technology, communication, and digital telecommunications services in Indonesia. For that reason, financial statement analysis is needed as a source of information about the company's financial condition. Based on the financial reports of PT Telekomunikasi Tbk for the period from 2019 to 2023, there has been a fluctuating increase despite Indonesia being hit by the COVID-19 pandemic in 2020 to 2021. The type of research is quantitative descriptive research with data sourced from the financial reports of PT Telekomunikasi Tbk as of December 31 from 2019 to 2023. The first result, the assessment of the financial performance of PT Telekomunikasi Tbk based on liquidity ratio analysis using the current ratio, shows that the current ratio from 2019 to 2023 has experienced fluctuating conditions but remains in the very good category, above the industry's minimum standard of 200%. Secondly, the results of the solvency ratio analysis using the Debt to Asset ratio (DAR) indicate that the DAR value from 2019 to 2023 is in the very good category, with a value below the industry's maximum standard of 35%. Thirdly, the analysis of profitability ratios using the Return on Equity (ROE) ratio reveals that the ROE value from 2019 to 2023 has experienced fluctuating conditions but remains above the industry standard of 40%.

The increasing elderly population presents challenges in healthcare services, particularly related to decreased mobility and independence in daily activities. Physiotherapy plays a crucial role in maintaining and improving the mobility function of older adults through appropriate evaluation and intervention approaches. One simple, valid, and reliable measurement tool for assessing functional mobility is the Timed Up and Go Test (TUG). This study aims to examine the role of physiotherapy in increasing independence in older adults through functional mobility assessment using the TUG. The method used was a descriptive-analytical study with a cross-sectional approach in a group of older adults. Measurements were conducted using the TUG to assess mobility, balance, and fall risk. The assessment results were then used as the basis for planning physiotherapy interventions, which included muscle strength training, balance training, and functional exercises. The results showed that older adults with better TUG scores had higher levels of independence in daily activities. Targeted physiotherapy interventions based on TUG results have proven effective in improving mobility and reducing fall risk. Therefore, using the TUG as an initial assessment tool is crucial in determining appropriate rehabilitation strategies. In conclusion, physiotherapy plays a significant role in increasing the independence of older adults through an approach based on functional mobility assessment using the TUG. Routine implementation of this assessment is expected to support optimal quality of life for older adults.

Integrity is a fundamental value in realizing clean, transparent, and accountable public sector governance. Various integrity assessment instruments have been implemented in the public sector in Indonesia, such as the Integrity Assessment Survey (SPI) by the Corruption Eradication Commission (KPK), the Integrity Zone (ZI) by the Ministry of Administrative and Bureaucratic Reform (PANRB), and IntoSAINT developed by INTOSAI. However, all three still have limitations. This study aims to analyze the strengths and weaknesses of these three instruments and develop an alternative assessment tool, the Integrity Assessment Tool (IAT), which can be an alternative choice to the integrity assessment model in Indonesia. This study uses a qualitative descriptive approach through literature studies and analysis of integrity policy documents, with a theoretical foundation of the OECD Integrity Framework and the Anti-Bribery Management System (SNI ISO 37001). The results show that the Integrity Assessment Tool is able to assess organizational integrity comprehensively and objectively through four main dimensions: history, performance, potential, and perception. This approach integrates quantitative, qualitative, and psychometric aspects to produce a more accurate and sustainable picture of the integrity position of public sector organizations. Theoretically, this research enriches the study of public sector integrity management, while practically, it provides guidance for government agencies in building a measurable, systematic, and sustainable integrity evaluation system as a basis for establishing a national model for integrity assessment.

Abstrak. Perkembangan teknologi informasi telah mendorong pelaku Usaha Mikro, Kecil, dan Menengah (UMKM) untuk memanfaatkan sistem penjualan berbasis online. Meskipun memberi kemudahan, sistem ini juga menimbulkan tantangan baru, khususnya dalam hal pengendalian internal. Penelitian ini bertujuan untuk mengetahui sejauh mana UMKM di Kota Malang menerapkan pengendalian internal dalam aktivitas penjualan online, dengan fokus pada aspek seperti pengendalian lingkungan, penilaian risiko, aktivitas pengendalian, komunikasi, dan pemantauan. Menggunakan pendekatan deskriptif kualitatif melalui wawancara dan observasi, hasilnya menunjukkan bahwa sebagian besar UMKM belum menerapkan sistem pengendalian internal secara optimal, terutama dalam dokumentasi transaksi, pemisahan tugas, dan otorisasi pembayaran. Oleh karena itu, disarankan agar UMKM mulai menerapkan prinsip-prinsip dasar pengendalian internal sesuai dengan kapasitas dan kebutuhan usaha untuk menunjang kelangsungan dan kepercayaan pelanggan dalam kegiatan bisnis online.

PT. Hakaaston Sungai Lansek is a company engaged in manufacturing and infrastructure construction. This study aims to analyze the effect of performance appraisal and training on employee performance through work ability as an intervening variable at PT. Hakaaston Sungai Lansek. The population and sample consist of all employees of the company. Data were collected through questionnaires and analyzed using the Structural Equation Modeling–Partial Least Square (SEM-PLS) method with SmartPLS 3.0. The results of the study indicate that performance appraisal does not have a positive and significant effect on work ability, while training has a positive and significant effect on work ability. Furthermore, performance appraisal has a positive and significant effect on employee performance, whereas training does not have a positive and significant effect on employee performance. Work ability is proven to have a significant effect on employee performance. The results of the indirect effect analysis show that work ability is not able to mediate the effect of performance appraisal on employee performance; however, it is able to mediate the effect of training on employee performance. Thus, work ability plays an important role in improving employee performance, particularly through the effective implementation of training.

Philosophy learning has a strategic role in shaping students' critical, reflective, and rational thinking skills. However, the main challenge faced in this learning process is to determine assessment and evaluation methods that are in accordance with the character of philosophy that are abstract and argumentative. This study aims to describe the method, assessment, and evaluation of philosophy learning based on the results of an in-depth interview with STISIP lecturer Syamsul Ulum. The research approach used is qualitative with data collection techniques through in-depth interviews, so that a comprehensive picture of philosophy learning practices in higher education is obtained. The results of the study show that discussion methods, case studies, and critical reflection are the most effective approaches in improving the quality of philosophy learning. The assessment is more focused on the student's thinking process, not solely on the final result, while the evaluation is directed at changing the way of thinking and the intellectual maturity of the students. These findings confirm that philosophy learning is not only oriented towards mastery of the material, but also on the formation of a critical, reflective, and ethical mindset that is an important provision for students in dealing with the complexities of academic and social life. Thus, philosophy learning plays a role as a means of intellectual development as well as student morals.

Diabetes melitus tipe 2 (DMT2) merupakan salah satu masalah kesehatan global dengan beban ekonomi dan klinis yang sangat tinggi. Beragam pilihan terapi antidiabetes telah tersedia, mulai dari obat konvensional seperti metformin dan sulfonilurea hingga obat generasi baru seperti inhibitor dipeptidyl peptidase-4 (DPP-4i), agonis reseptor glucagon-like peptide-1 (GLP-1 RA), dan inhibitor sodium-glucose co-transporter 2 (SGLT2i). Perbedaan harga dan efektivitas terapi menuntut adanya kajian farmakoekonomi, khususnya cost-effectiveness analysis (CEA), untuk mendukung pengambilan keputusan klinis dan kebijakan kesehatan. Literature review ini bertujuan untuk merangkum bukti CEA pada berbagai obat antidiabetes yang dipublikasikan dalam lima tahun terakhir, baik di Indonesia maupun internasional. Hasil telaah menunjukkan bahwa obat generasi baru umumnya memberikan manfaat klinis yang lebih baik, terutama dalam pencegahan komplikasi kardiorenal, namun biaya yang lebih tinggi sering menjadi kendala dalam penilaian efektivitas biaya. Sementara itu, obat konvensional tetap menjadi terapi yang relatif cost-effective pada banyak konteks, terutama di negara berpendapatan menengah. Perbedaan hasil antarstudi sangat dipengaruhi oleh harga obat, perspektif analisis, serta asumsi manfaat jangka panjang. Kajian ini menegaskan pentingnya evaluasi farmakoekonomi dalam menentukan pilihan terapi yang rasional dan efisien untuk pasien DMT2.

The assessment of students’ academic performance in higher education is generally still dominated by conventional numerical approaches, which are less capable of representing qualitative and subjective variables such as classroom activeness and student participation. These approaches often result in evaluations that are not holistic and do not fully reflect students’ overall academic achievements. Therefore, this study aims to analyze the concept of fuzzy logic as a support tool for assessing students’ academic performance in higher education, with a case study of students at Universitas Asahan. The research method employs a descriptive qualitative and quantitative approach by applying Mamdani fuzzy logic. The input variables consist of exam scores, assignment scores, and classroom activeness, while the system output is the category of academic performance, namely sufficient, good, and very good. The sample data consist of ten active undergraduate students from Universitas Asahan. The data processing stages include fuzzification, the construction of fuzzy rules (rule base), fuzzy inference, and defuzzification using the centroid method. The results indicate that fuzzy logic is able to integrate quantitative and qualitative variables and accommodate uncertainty in academic assessment. The resulting evaluation is more proportional and realistic compared to conventional assessment methods based solely on average scores. Therefore, fuzzy logic can be considered an effective and flexible alternative approach to support student academic performance assessment systems in higher education.

The economic valuation of natural resources (NR) is an important instrument in supporting evidence-based decision-making, particularly in sustainable environmental management. Cost–Benefit Analysis (CBA) serves as a primary approach to assess the economic feasibility of programs or policies by integrating all benefits and costs, including non-market values. This article presents a systematic literature review of studies employing CBA for NR valuation during the period 2010–2024, based on searches in Scopus, Web of Science, ScienceDirect, SpringerLink, Taylor & Francis, and Google Scholar, using stringent selection criteria. The review findings indicate that CBA has been widely applied in forest management, biodiversity conservation, land rehabilitation, water and air pollution control, and ecotourism development, providing a quantitative depiction of economic feasibility through indicators such as Net Present Value (NPV), Benefit–Cost Ratio (BCR), and Internal Rate of Return (IRR). Key challenges were identified in non-market valuation, long-term uncertainty, data limitations, and sensitivity to discount rate assumptions. These findings underscore the importance of integrating environmental valuation methods, conducting comprehensive sensitivity analyses, and adopting multidisciplinary approaches to strengthen the application of CBA in sustainable NR management, while also offering strategic recommendations and directions for future research for policymakers and environmental economics scholars.

This article aims to describe the teaching methods and practices of the Philosophy of Islamic Education course at STAI Darussalam. This research uses a qualitative descriptive approach with a field study method that focuses on the learning process, the competencies to be achieved, teaching methods, assignment formats, evaluation systems, and obstacles encountered during the course. Data were obtained through observation and information gathering related to the implementation of the Philosophy of Islamic Education course. The results show that the teaching of the Philosophy of Islamic Education at STAI Darussalam focuses on understanding the nature of Islamic education, developing students' critical thinking patterns, improving educational literacy, and linking philosophical studies to social and political realities. The lecture method remains the dominant method used by lecturers, with an emphasis on students' ability to define and explain basic philosophical concepts accurately as an indicator of understanding. Learning success is measured by changes in students' thinking, which becomes increasingly critical, reflective, and contextual in responding to educational issues and social justice issues.

Kerusakan jalan adalah permasalahan infrastruktur yang berdampak pada keselamatan dan efisiensi lalu lintas. Penelitan ini memiliki tujuan mengevaluasi kondisi lapangan perkerasan ruas jalan Banjaran Muhammad Yamin, Kabupaten Tegal, menggunakan dua metode: Pavement Condition Index (PCI) dan Binamarga. Metode PCI menilai kondisi secara visual dengan indeks numerik, sedangkan Bina Marga menilai jenis dan Tingkat kerusakan serta menentukan urutan prioritas perbaikan. Survei dilakukan pada 30 segmen jalan sepanjang 2,9 km. hasil menunjukan bahwa Sebagian besar segmen tergolong Poor hingga Very Poor berdasarkan PCI, bahkan terdapat segmen yang masuk kategori Failed. Sebaliknya, metode Bina Marga menunjukkan semua segmen cukup untuk pemeliharaan rutin dengan nilai prioritas 8-11. Perbedaan ini menunjukkan bahwa PCI lebih sensitif terhadap kerusakan struktual dan permukaan, sedangkan Bina Marga bersifat konservatif. Disarankan untuk mengombinasikan kedua metode guna memperoleh penilaian kondisi jalan yang lebih akurat dan menjadi dasar perencanaan penanganan yang komprehensif.

The high consumption of coffee as part of people's lifestyle and the dominance of Americano and Cappuccino variants in sales at Roost Restaurant necessitate an analysis of consumer assessments of these two beverages. Therefore, this study aims to determine consumer assessments of the popular Americano and Cappuccino coffee beverages at Roost Restaurant at The Nest Hotel Nusa Dua. This study uses quantitative descriptive analysis techniques with data collection techniques through documentation and questionnaires distributed to 82 respondents. Consumer assessments are analyzed based on five indicators, namely taste, aroma, balance, presentation, and price. The results show that all indicators for both coffee beverages are in the high category, meaning that consumer assessments of Americano and Cappuccino are good in all aspects. The indicator with the highest rating for Americano and Cappuccino is presentation, while the indicator with the lowest rating for Americano and Cappuccino is taste. These findings indicate that although consumer ratings are generally good, improvements in taste, especially for Americano, are still needed to enhance consumers' positive perceptions of the products served.

Deteksi nyeri secara objektif merupakan tantangan penting dalam dunia medis, terutama bagi pasien yang tidak mampu menyampaikan rasa sakitnya secara verbal, seperti bayi, lansia, atau penderita gangguan komunikasi. Teknologi non- invasif berbasis sensor menjadi solusi potensial untuk mengatasi keterbatasan metode subjektif. Penelitian ini bertujuan meninjau secara sistematis literatur terkini mengenai penerapan Radar MIMO dan algoritma kecerdasan buatan dalam deteksi nyeri non-invasif. Metode yang digunakan adalah Systematic Literature Review (SLR) dengan pedoman PRISMA 2020, melalui penelusuran basis data IEEE Xplore, ScienceDirect, PubMed, Google Scholar, dan SpringerLink untuk periode 2021– 2025. Dari hasil seleksi diperoleh 17 artikel inklusi yang mencakup penggunaan Radar MIMO, UNBC-McMaster, BioVid, Medical Imaging (CT/MRI), Radar SISO, serta studi review, survey, bibliometrik, dan teoretis. Dari sisi algoritma, CNN dan SVM menjadi pendekatan paling dominan, diikuti Neural Network dan metode lain, dengan tren yang mengarah pada penggunaan multimodal untuk meningkatkan akurasi. Hasil penilaian kualitas dengan GRADE menunjukkan mayoritas studi berkualitas sedang, dengan keterbatasan utama pada ukuran sampel kecil, pelabelan nyeri yang belum konsisten, bias populasi, serta kurangnya validasi klinis nyata. Kesimpulannya, Radar MIMO dan algoritma deep learning memiliki potensi besar untuk deteksi nyeri non-invasif. Namun, penelitian lanjutan perlu difokuskan pada pembangunan dataset yang lebih inklusif, standarisasi pelabelan nyeri, serta pengujian dalam konteks klinis, dengan memperhatikan aspek etika dan privasi agar teknologi ini dapat diimplementasikan secara luas dalam layanan kesehatan.

Musculoskeletal Disorders (MSDs) complaints in muscles, joints, and soft tissues can be caused by poor posture, repetitive movements, and excessive physical load. In the wet cake-making industry, workers often sit or stand for long periods, bend, and perform monotonous hand movements, which increases the risk of MSDs. The impact includes decreased work comfort, productivity, and quality of life. This study aims to assess the ergonomic risk level in wet cake-making workers and identify the relationship between work activities and MSD complaints. The method used is descriptive quantitative research with a cross-sectional design, involving 45 workers at Kue X Silaberanti. Ergonomic risk was assessed using the REBA method, while MSD complaints were measured using the Nordic Body Map questionnaire. The results show that in the mixing process, 58.8% of workers experienced a very high risk of MSDs. In the molding and baking processes, 52.9% and 68.8% of workers, respectively, were at high risk. The most frequent complaints were pain in the back, neck, shoulders, arms, and wrists due to poor posture and repetitive movements. To reduce the risk of MSDs, workers need to improve their posture, use ergonomic aids, rotate tasks, and undergo training in safe working techniques.