Publication Search

Industri Kecil dan Menengah (IKM) merupakan kontributor penting dalam pembangunan ekonomi daerah melalui penciptaan lapangan kerja, peningkatan nilai tambah, dan penguatan struktur ekonomi berbasis lokal. Namun demikian, banyak IKM masih menghadapi tantangan berkelanjutan yang berkaitan dengan keterbatasan kapasitas inovasi, rendahnya adopsi pemasaran digital, serta lemahnya akses terhadap kemitraan strategis. Sentra IKM Srikayu di Surakarta merupakan klaster industri furnitur yang mengkhususkan diri pada produk berbahan kayu jati dan mahoni dengan karakteristik kualitas yang kuat, namun perluasan pasar dan pengembangan kemitraannya masih belum optimal. Penelitian ini bertujuan untuk mengkaji kondisi internal dan eksternal Sentra IKM Srikayu menggunakan analisis strategis berbasis SWOT sebagai dasar perumusan strategi pengembangan akses pasar dan kemitraan. Metode penelitian yang digunakan adalah mixed-method dengan mengintegrasikan diskusi kelompok terfokus, wawancara mendalam, dan analisis data sekunder. Hasil analisis matriks IFAS dan EFAS menunjukkan skor masing-masing sebesar 2,82 dan 2,62, yang menempatkan sentra pada Kuadran I, yang mengindikasikan strategi pertumbuhan agresif. Rekomendasi strategi meliputi penguatan branding dan pemasaran digital, diversifikasi desain produk sesuai tren pasar, perluasan kemitraan strategis, serta peningkatan kapasitas produksi dan kapabilitas sumber daya manusia guna menjamin daya saing dan keberlanjutan jangka Panjang.

Decoction is a traditional extraction method rooted in ethnobotany; however, meeting quality standards in modern pharmaceutical research remains a major challenge. This study aims to map global research trends regarding phenolic and flavonoid compounds in decoctions over the 2015–2025 period through bibliometric analysis. Data were retrieved from the Scopus database and analyzed using VOSviewer 1.6.20 software, employing the fractional counting method to ensure a more proportional weighting of keyword relationships. The results indicate a fluctuating trend that significantly increased toward the end of the period, peaking at 78 documents in 2025, with India and China emerging as the primary contributors. Network visualization and research density analysis reveal that the global research focus remains centered on antioxidant capacity (DPPH, TPC, and TFC), while decoction itself occupies a supporting position within the research map. This study concludes that decoction has not yet become a central focus in modern pharmaceutical research but serves primarily as a vehicle for presenting active compounds. There remains a significant gap between traditional decoction use and the application of advanced analytical technologies such as HPLC and antibacterial testing, representing a substantial opportunity for future research to validate the safety and efficacy of decoctions more scientifically and through standardized approaches.

Health issues related to free radicals remain a serious concern in Indonesia as they can trigger oxidative stress and degenerative diseases. Red ginger (Alpinia purpurata) is a rhizome plant with potential as a source of natural antioxidants due to its secondary metabolite content; however, its effectiveness is highly influenced by extraction techniques. Although numerous experimental studies have been conducted, a systematic research mapping on this topic is still lacking. This study aims to perform a bibliometric analysis of scientific publications regarding the antioxidant potential of red ginger, focusing on extraction techniques and free radical scavenging activity. The research method employs a quantitative analysis using data sourced from the Scopus database for the 2015–2025 period. Through specific inclusion and exclusion criteria, 38 relevant articles were obtained and analyzed using VOSviewer 1.6.20 software. The results indicate that publication trends have fluctuated, reaching a peak in 2024. Research distribution is dominated by Asian countries, with India, Thailand, and Indonesia as the primary contributors. Network visualization reveals three main clusters focusing on bioactivity, phytochemistry, chemical analysis, antimicrobial activity, and extraction techniques. A research gap was identified for the Alpinia purpurata species compared to Alpinia galanga, as well as opportunities for developing advanced instruments such as LC-MS and other complex analytical techniques. The implications of this study highlight the need for further exploration into 'nanoemulsion' and 'green extraction' to enhance the bioavailability of red ginger's antioxidant compounds in the development of future innovative pharmaceutical products

This study aims to examine the aligenment between class scheduling and the performance of the live daily prayers among student4s at UIN Walisongo Semarang. As an Islamic higher education institution, UIN Walisongo expected to integrate academic activities with the religious obligateions of its students. However, the intensity of class schedules and the dynamics of campus activities often have the potensial to conflict with prayer times, making it necessary to investigate the exten to which academic schedules are synchronized with the required times for prayer. This research focuses on three main aspects: (1) the compatibility of class schedules with the times of the five daily prayers, (2) the extent to which academic administrator consider prayer times when designing class scheduls, and (3) the forms of taysir or facilitative measures provided by the anniversity to support timely prayer performance. Using a qualitative field research method and a case study approach, data are collected through observations, interviews, and documentation related to class schedules and worship facilities within the campus environment. The findings of this study are expected to provide a comprehensive understanding of the relationship between academic scheduling systems and the practice of performing the five daily prayers among students. In addition, this research aims to generate recommendations based on Islamic jurisprudence and Islamic time management principles, which my serve as a foundation for developing academic policies that are more supportive of religious observance. Such policies would help ensure that academic activities and religious obligations can operate in harmony and mutually reinforce one another.

This study develops a computational-based system to identify individual potential through the analysis of signature patterns using Artificial Neural Networks (ANN) and the Backpropagation algorithm. The research aims to explore and examine the effectiveness of applying ANN in recognizing and identifying signature patterns that are assumed to be related to an individual’s potential. In the data processing stage, Principal Component Analysis (PCA) is employed as a dimensionality reduction and feature extraction technique to optimally obtain the main characteristics of signature images. The system performance evaluation is conducted using a total of 80 signature images, consisting of 60 training data and 20 testing data. This study analyzes two network architecture configurations, namely a model with one hidden layer and a model with two hidden layers. The experimental results show that both network configurations achieve the same accuracy level of 92.5%. These findings indicate that the use of Artificial Neural Networks with the Backpropagation algorithm is effective in producing high accuracy in the signature pattern recognition process. Furthermore, the developed system has broad potential applications in the field of personal identification, such as employee evaluation, selection systems, and other applications across various organizational and industrial sectors.

This study aims to evaluate the level of heavy metal pollution and the potential ecological and human health risks in the waters of Selangan, Bontang City. The research focuses on analyzing the concentrations of iron (Fe) and mercury (Hg) in sediment, considering that both elements are toxic, persistent, and capable of bioaccumulating within the food chain. The study was conducted over six months, from January to June 2023, at four sampling stations representing the environmental conditions of Selangan waters. The methodology included sediment sampling, sample preparation through drying and grinding, and laboratory analysis using Inductively Coupled Plasma–Optical Emission Spectrometry (ICP-OES) to determine Fe concentrations. The results were then compared with quality standards established by the Washington Annotated Code 173-204-320 and Indonesia’s National Agency of Drug and Food Control (BPOM) Regulation No. 5 of 2018. The findings indicate the presence of heavy metal contamination across all sampling stations. Fe concentrations ranged from 2.35 mg to 6.308 mg, significantly exceeding the permissible limit of 0.3 mg/L. Meanwhile, Hg concentrations ranged from 0.015 mg to 0.028 mg, also surpassing the standard threshold of 0.001 mg/L. These results clearly demonstrate heavy metal pollution in the Selangan waters, posing potential threats to marine ecosystem health and coastal communities. Regular monitoring and mitigation measures are urgently recommended to prevent further environmental degradation.

This study is motivated by the increasing dynamics of criminal activity within the jurisdiction of the East Nusa Tenggara Regional Police (Polda NTT), characterized by regional variations and complex causal factors. Conventional crimes such as assault, theft, and mob violence dominate the crime landscape and significantly affect social stability. The purpose of this research is to analyze the patterns, causes, and crime control strategies implemented by Polda NTT in maintaining public security and order. The study employs an empirical legal approach using a mixed-methods design, combining quantitative analysis of crime statistics with qualitative interviews involving police officers. Data were obtained from the Directorate of General Criminal Investigation (Ditreskrimum) of Polda NTT and cover all police jurisdictions, including one city police department and twenty-one district police offices. Findings reveal that crime rates in NTT are strongly influenced by social, economic, cultural, and geographical factors. The most prevalent crimes include assault, ordinary theft, traffic accidents, and mob violence. Major contributing factors consist of a local culture of violence, alcohol consumption, economic hardship, and low legal literacy. Polda NTT’s strategies involve preventive measures (routine patrols and public legal education), repressive actions (law enforcement and offender guidance), and humanistic approaches such as the Jumat Curhat program, which facilitates direct dialogue with the community.

Mutu dalam pengolahan pangan menjadi hal penting untuk menjamin produk yang aman, higienis, dan berkualitas. Suatu produk dikatakan bermutu apabila mampu memenuhi standar mutu yang telah ditetapkan oleh pihak terkait dalam hal ini adalah Standar Nasional Indonesia (SNI). Penelitian ini dilakukan untuk mengevaluasi kualitas kimia dari produk kupang krispi yang dihasilkan oleh UD. Bunda Foods, dengan menitikberatkan pada tiga parameter utama yaitu kadar air, kadar abu, dan kadar protein. Kupang krispi dipilih sebagai bahan uji karena merupakan inovasi olahan hasil laut yang memiliki nilai gizi tinggi serta daya simpan yang baik, sehingga potensial dijadikan produk camilan unggulan. Metodologi penelitian mengacu pada Standar Nasional Indonesia (SNI) 8272:2016 tentang kerupuk ikan, mengingat belum tersedia standar khusus untuk kupang krispi. Pengujian kadar air menggunakan metode gravimetri, analisis kadar abu dilakukan melalui proses pembakaran pada suhu 550°C, dan pengukuran kadar protein menggunakan metode Kjeldahl. Hasil pengujian menunjukkan bahwa kadar air berada pada rata-rata 6,75%, kadar protein mencapai 19,20%, dan kadar abu sebesar 2,5%. Jika dibandingkan dengan ketentuan dalam SNI, kadar air dan protein telah memenuhi standar mutu yang ditetapkan, namun kadar abu jauh melebihi batas maksimal yang diperbolehkan sebesar 0,2%. Kupang krispi memiliki mutu kimia yang baik dari sisi nutrisi dan ketahanan produk, namun masih diperlukan perbaikan terutama dalam mengendalikan kadar abu yang tinggi. Oleh karena itu, peningkatan sanitasi dalam proses produksi dan pemilihan bahan baku yang lebih bersih menjadi penting agar produk dapat memenuhi standar nasional secara menyeluruh dan mampu bersaing secara optimal di pasar.

Aritmia merupakan gangguan irama jantung yang umum terjadi pada lansia dan dapat menimbulkan risiko kesehatan serius jika tidak terdeteksi secara dini. Penelitian yang dilakukan bertujuan untuk mengidentifikasi aritmia pada lansia menggunakan algortima K- Nearest Neighbor (KNN) berdasarkan data elektrokardiogram (EKG). Data yang digunakan berjumlah 105 data EKG lansia yang diperoleh dalam format CSV. Proses awal melibatkan pembersihan dan normalisasi data menggunakan metode StandardScaler, serta pelabelan awal menggunakan algoritma K-Means Clustering untuk mengelompokkan data ke dalam dua kelas: Normal dan Sangat Berpotensi Aritmia. Data kemudian dibagi menjadi 70% data latih dan 30% data uji dengan metode stratified split untuk menjaga proporsi label. Model KNN dilatih dengan parameter k = 3, dan dievaluasi menggunakan confusion matrix serta classification report. Hasil pengujian menunjukkan akurasi model sebesar 97% dengan nilai precision dan recall yang tinggi pada kedua kelas. Hasil ini menunjukkan bahwa algoritma KNN efektif dalam mengklasifikasikan kondisi aritmia pada lansia dan memiliki potensi untuk diterapkan dalam sistem pendukung diagnosis berbasis data EKG.

The economic empowerment of the congregation is also part of the church's duties and callings, the church is not limited to spiritual strengthening but also about the real life of the congregation. For this reason, this study aims to find strategies that can be carried out by the Toraja church, the Banula congregation, in increasing the potential for economic empowerment within the congregation. To achieve this purpose, the author uses a qualitative research method with a literature study and social analysis model. The literature study was obtained from secondary data originating from books, articles/journals and relevant internet sources. Meanwhile, data obtained from the field is primary data based on observation and interviews. The theory used in this study is about empowerment, the theory of strategy and the theory of leadership. The results of the study are that the church has begun the foundation in economic empowerment and will continue to be improved to the next stage. Considering the natural potential and individual potential in the Toraja church, the Banula congregation is quite important to be developed.

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.

Di tengah dinamika industri musik yang terus berkembang pesat di Indonesia, permasalahan royalti atas karya musik menjadi tantangan besar yang memerlukan solusi hukum yang konkret dan efektif. Performing rights merupakan hak pokok yang dilindungi dalam UU Hak Cipta (UUHC) atas pemanfaatan karya dalam pertunjukan publik, pada penerapannya belum optimal dan sering menimbulkan permasalahan hukum antara pencipta lagu, performer, dan event organizer. Konteks penelitian ini menghadirkan peranan strategis Notaris sebagai penjaga keabsahan kontrak melalui penyusunan klausul performing rights pada kontrak event organizer sebagai solusi preventif terhadap permasalahan royalti di industri musik Indonesia. Rumusan masalah penelitian ini meliputi: bagaimana kedudukan performing rights menurut UUHC, bagaimana penerapan klausul performing rights pada kontrak event organizer, serta bagaimana peranan Notaris dalam penyusunan klausul performing rights sebagai upaya mencegah sengketa royalti. Penelitian ini menggunakan metode pendekatan yuridis normatif dan konseptual, dengan mengkaji peraturan perundang-undangan, doktrin hukum, dan praktik industri musik secara sistematis serta analitis. Hasil penelitian menunjukkan bahwa klausul performing rights yang disusun dan disahkan oleh Notaris memiliki peran sentral dalam memastikan legalitas, kekuatan mengikat, serta perlindungan hak cipta, sehingga mampu meminimalisir potensi sengketa royalti dan pelanggaran hak cipta. Berdasarkan analisis terhadap regulasi dan kebutuhan praktis sebagaimana uraian dalam penelitian ini, Peneliti menyusun sebuah draf klausul Performing Rights yang komprehensif dan aplikatif untuk dimuat dalam kontrak antara Event Organizer dan Performer. Disarankan perlunya standarisasi klausul performing rights, peningkatan pengetahuan hukum bagi event organizer, sosialisasi kewajiban royalti, serta peningkatan kapasitas Notaris di bidang kekayaan intelektual guna membangun ekosistem industri musik yang lebih adil, transparan, dan berkelanjutan di Indonesia.

It is very important to teach young people to become entrepreneurs, especially in rural areas that have local economic potential but have not been properly managed. The purpose of this community service activity is to increase the awareness, knowledge, and entrepreneurial skills of Karang Taruna youth in Sukatani Village, Banyuasin Regency. The community service program was designed using a participatory approach, which included entrepreneurship workshops, digital marketing training, identifying business opportunities based on local resources, and obtaining assistance to develop simple business plans. Interactive lectures, group discussions, practical simulations, and participant comprehension assessments were all methods used to implement the methodology. The results of the activities showed a significant increase in participants' knowledge of basic entrepreneurship concepts. They also became more capable of analyzing and identifying local business opportunities and acquired practical skills to market products through various digital platforms. Participants also showed increased motivation and confidence to start their own businesses. This program demonstrates that entrepreneurship education can help rural youth improve their lives, promote economic independence, and support sustainable local economic growth. It is hoped that these findings will serve as a model for implementing similar programs in other rural areas.

This community service project aims to develop children's potential through the art of coloring as an effective educational tool to enhance social and cultural understanding. The activity was held at Jl. Binalatung, RT 11, Pantai Amal, Tarakan Timur, a coastal area that is also a border region. The background for this project is the limited access of children in this area to creative activities that could support their personal development and awareness of social and cultural diversity. A coloring competition was chosen as the approach, involving 30 participants from kindergarten to elementary school age, many of whom do not continue to formal education.Using a participatory method, children were not only invited to color but were also given an understanding of the meanings and cultural values embedded in each image. Furthermore, the activity was designed to foster a sense of togetherness, sportsmanship, and self-confidence. The results showed very high enthusiasm from the participants. They were not only able to produce beautiful artworks but also demonstrated an increased understanding of the importance of appreciating differences and cultural diversity. This report proves that the art of coloring plays a crucial role as a tool to bridge the knowledge gap and foster cultural awareness, especially for children in remote and border areas who have limited access to education and educational entertainment. Therefore, it is recommended that similar programs be continued with more varied materials to support the holistic development of children in coastal regions.

Pendidikan humanistik menekankan pengembangan potensi manusia secara utuh dan menempatkan peserta didik sebagai subjek pembelajaran. Dalam konteks pendidikan Islam, nilai-nilai tersebut memiliki landasan normatif dalam Al-Qur’an, salah satunya QS. An-Nahl (16):125. Penelitian ini bertujuan untuk mengkaji konsep dan nilai-nilai pendidikan humanistik yang terkandung dalam QS. An-Nahl (16):125 ditinjau melalui pendekatan tafsir tarbawi, serta menganalisis implikasinya terhadap pengembangan konsep pendidikan humanistik. Penelitian ini menggunakan metode kepustakaan (library research) dengan sumber data utama berupa Al-Qur’an dan kitab-kitab tafsir, serta literatur tarbiyah dan jurnal ilmiah relevan. Analisis data dilakukan dengan model maqāṣid-interpretatif untuk mengungkap tujuan dan nilai pendidikan dalam ayat yang dikaji. Hasil penelitian menunjukkan bahwa QS. An-Nahl (16):125 memuat tiga prinsip utama, yaitu bil ḥikmah, mau‘izhah ḥasanah, dan mujādalah bi-allatī hiya aḥsan, yang mencerminkan nilai rasionalitas, empati, dan dialog edukatif. Temuan ini menegaskan bahwa pendidikan humanistik memiliki dasar konseptual yang kuat dalam Al-Qur’an dan relevan untuk pengembangan pendidikan Islam yang humanis dan dialogis.

This community service project aims to develop children's potential through the art of coloring as an effective educational tool to enhance social and cultural understanding. The activity was held at Jl. Binalatung, RT 11, Pantai Amal, Tarakan Timur, a coastal area that is also a border region. The background for this project is the limited access of children in this area to creative activities that could support their personal development and awareness of social and cultural diversity. A coloring competition was chosen as the approach, involving 30 participants from kindergarten to elementary school age, many of whom do not continue to formal education.Using a participatory method, children were not only invited to color but were also given an understanding of the meanings and cultural values embedded in each image. Furthermore, the activity was designed to foster a sense of togetherness, sportsmanship, and self-confidence. The results showed very high enthusiasm from the participants. They were not only able to produce beautiful artworks but also demonstrated an increased understanding of the importance of appreciating differences and cultural diversity. This report proves that the art of coloring plays a crucial role as a tool to bridge the knowledge gap and foster cultural awareness, especially for children in remote and border areas who have limited access to education and educational entertainment. Therefore, it is recommended that similar programs be continued with more varied materials to support the holistic development of children in coastal regions.

This community service program aims to enhance the capacity of traditional clothing UMKM in Palembang through product innovation and business management training in order to support the development of local fashion tourism. UMKM engaged in producing songket, jumputan, and Palembang batik possess significant economic and cultural potential; however, they face various challenges, including limited design innovation, weak business management skills, and insufficient utilization of digital technology for marketing. Through collaboration between the lecturer team of Politeknik Prasetiya Mandiri and the Palembang City Tourism Office, the program was implemented through workshops, business mentoring, and digital marketing training involving UMKM actors, students, and the local community. The results show improvements in participants’ knowledge and skills in developing creative product designs, enhancing production quality, and managing their businesses more professionally. Participants also gained a deeper understanding of digital marketing strategies as an essential tool to expand market reach. This program has contributed positively to strengthening local cultural identity while creating opportunities for creative economic growth through fashion tourism. The implementation of this initiative is expected to serve as a sustainable effort to improve the competitiveness of UMKM and support the economic development of Palembang.

Nilai perusahaan mencerminkan persepsi pasar terhadap potensi laba dan risiko di masa depan, sehingga menjadi dasar penting dalam pengambilan keputusan investasi dan pendanaan. Penelitian ini bertujuan untuk menganalisis pengaruh struktur modal dan inflasi terhadap nilai perusahaan pada PT Bank Mandiri Tbk yang terdaftar di Bursa Efek Indonesia (BEI). Penelitian ini menggunakan pendekatan kuantitatif dengan data sekunder yang diperoleh dari laporan keuangan tahunan Bank Mandiri serta data inflasi nasional dari Badan Pusat Statistik (BPS) selama periode penelitian. Hasil analisis deskriptif menunjukkan bahwa struktur modal Bank Mandiri relatif stabil dengan rata-rata sebesar 6,40 dan standar deviasi 0,043, mencerminkan kebijakan keuangan yang konsisten serta pengelolaan risiko yang baik. Tingkat inflasi juga berada pada kondisi rendah dan stabil (rata-rata 0,03; standar deviasi 0,015), menandakan tekanan eksternal makroekonomi yang ringan. Nilai perusahaan memiliki rata-rata 3,18 dengan standar deviasi 0,026, menunjukkan kepercayaan investor yang tinggi terhadap kinerja Bank Mandiri. Hasil uji asumsi klasik memperlihatkan bahwa data berdistribusi normal (Sig. 0,200 > 0,05), tidak terdapat multikolinearitas (VIF 1,639 < 10; Tolerance 0,610 > 0,1), tidak terjadi heteroskedastisitas (Sig. X1 = 0,934; X2 = 0,202 > 0,05), dan tidak terdapat autokorelasi (Durbin-Watson = 1,513). Dengan demikian, model regresi yang digunakan dinyatakan layak untuk menguji pengaruh struktur modal dan inflasi terhadap nilai perusahaan.

Fenomena meningkatnya penggunaan layanan pinjaman online di kalangan mahasiswa menimbulkan kekhawatiran terhadap potensi risiko finansial yang dapat mengganggu kesejahteraan dan performa akademik mereka. Penelitian ini bertujuan untuk mengeksplorasi dan menganalisis perilaku manajemen risiko mahasiswa STIEPARI Semarang dalam penggunaan layanan pinjaman online, mengidentifikasi faktor-faktor yang memengaruhi pembentukan perilaku tersebut, serta memahami implikasinya terhadap kesejahteraan finansial mahasiswa. Penelitian menggunakan pendekatan kualitatif deskriptif dengan desain fenomenologi, melibatkan 14 mahasiswa sebagai informan utama. Temuan menunjukkan adanya kesenjangan substansial antara pemahaman konseptual mahasiswa tentang risiko dengan praktik aktual dalam pengambilan keputusan finansial, di mana mahasiswa dengan latar belakang pendidikan ekonomi tidak selalu menunjukkan perilaku manajemen risiko yang lebih baik. Rekomendasi penelitian mencakup pengembangan program edukasi berbasis experiential learning, implementasi sistem mentoring oleh mahasiswa senior, dan pembentukan early warning system untuk mendeteksi mahasiswa berisiko mengalami masalah kredit.

This study aims to describe the difficulties faced by Geography teachers at SMAN 1 Sunggal in identifying students' learning potential and interests during the implementation of the Merdeka Curriculum. The research uses a descriptive qualitative approach with primary data consisting of in-depth interviews and non-participant observation of two experienced Geography teachers. The research findings indicate that teachers face major constraints, including limited time for formal diagnostic assessments, a lack of practical training on diagnostic assessments, a large number of students making individual observation difficult, and the absence of adequate assessment instruments. The teacher's efforts to overcome these difficulties include a personal approach to students, behavioral observation, and varied teaching methods, although these are not yet optimal in supporting differentiated learning. This research provides important recommendations for the development of teacher training and school policies to more effectively support the assessment of student potential and interests within the context of the Merdeka Curriculum.