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Basis Data untuk Meningkatkan Efisiensi Manajemen Produk pada UMKM Online Diva Riyandini; Lailatul Fadhila; Agung Wibowo; Eko Nur Hermansyah
Jurnal Informatika dan Kesehatan Vol. 2 No. 1 (2025): IKN : Jurnal Informatika dan Kesehatan
Publisher : Universitas Ngudi Waluyo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35473/ikn.v2i1.3690

Abstract

Micro, Small, and Medium Enterprises (MSMEs) play a crucial role in Indonesia's economy by contributing significantly to GDP and job creation. With the advancement of information technology, the use of data is becoming increasingly important to enhance product management effectiveness for MSMEs operating online. Through the utilization of data, MSMEs can track inventory in real-time, avoid overstocking, and better understand customer preferences and behavior. Additionally, optimizing the supply chain can reduce operational costs, while data-driven decision-making ensures that strategies are more accurate and responsive to market dynamics. Efforts to improve customer experience through more personalized services can also strengthen customer loyalty. Therefore, data has become a vital tool in supporting the growth and competitiveness of MSMEs in the digital age.   ABSTRAK UMKM memiliki peranan krusial dalam ekonomi Indonesia dengan memberikan andil besar terhadap PDB serta dalam penciptaan lapangan kerja. Dengan kemajuan teknologi informasi, penggunaan data semakin penting untuk meningkatkan efektivitas manajemen produk bagi UMKM yang berjalan di dunia daring. Melalui pemanfaatan data, UMKM dapat melacak persediaan secara langsung, menghindari penumpukan barang, serta lebih memahami selera dan perilaku pelanggan. Selain itu, pengoptimalan rantai distribusi dapat menurunkan biaya operasional, sementara keputusan yang didasarkan pada data memastikan bahwa strategi yang diambil lebih akurat dan responsif terhadap dinamika pasar. Usaha untuk meningkatkan pengalaman pelanggan melalui layanan yang lebih personal juga dapat memperkuat kesetiaan para konsumen. Oleh karena itu, data menjadi instrumen vital dalam mendukung kemajuan dan daya saing UMKM di zaman digital ini.
THE RELATIONSHIP OF LEUKOARAIOSIS WITH CLINICAL OUTCOMES OF STROKE FUNCTIONAL AND COGNITIVE FUNCTION IN THROMBOSIS TYPE ISCHEMIC STROKE PATIENTS Lailatul Fadhila
Majalah Kedokteran Neurosains Perhimpunan Dokter Spesialis Saraf Indonesia Vol 42 No 1 (2025): Volume 42, No 1 - Desember 2025
Publisher : PERDOSNI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52386/neurona.v42i1.804

Abstract

Introduction: Leukoaraiosis is a white matter disorder of the brain that can be detected through head CT scan or MRI, associated with worse clinical outcomes. A greater volume of leukoaraiosis is associated with a higher National Institute of Health Stroke Scale (NIHSS). Objective: To determine the relationship of leukaraiosis toward functional clinical outcomes and cognitive function of patients with thrombosis type ischemic stroke. Method: Observational analytical research with cross sectional design. The study sample was taken based on consecutive sampling in patients with thrombosis type ischemic stroke treated at RSUD dr. Zainoel Abidin Banda Aceh from February 2024 to April 2024. Functional clinical outcomes assessed using NIHSS and cognitive function assessed using Montreal Cognitive Assessment (MoCa-Ina). Results: 75 samples that met the research criteria were obtained. The study was dominated by patients with leukoaraiosis (50.7%). The severity of leukoaraiosis was strongly associated with negative direction to functional outcomes (r = -0.602; p = 0.0001) and cognitive function (r = -0.726; p = 0.0001). The best cut off values for leukoaraiosis severity in predicting functional outcomes were grade 2 (sensitivity 56.5%; specificity 86.5%) and grade 1 for predicting cognitive function (sensitivity 73.1%; specificity 95.7%). Discussion: It was found that severity of leukoaraiosis is related to the clinical functional outcomes and cognitive function of patients with thrombosis type ischemic stroke with a strong and negative direction relationship. The severity of leukoaraiosis is a good predictor of the patient's clinical functional outcomes and cognitive function. Keywords: Cognitive Function, Ischemic Stroke, Leukoaraiosis, MoCa-Ina, NIHSS