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All Journal Jurnal Bisnis dan Manajemen West Science West Science Social and Humanities Studies
Rifky , Sehan
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Humanities Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Law, Crime, Criminology & Criminal Justice Public Health Social Sciences

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The Effect of Artificial Intelligence Adoption, Machine Learning, and AI Ethics on Product Innovation in Start-ups in Bogor Afrizal, Afrizal; Hildawati, Hildawati; Rifky , Sehan; Vandika, Arnes Yuli
West Science Social and Humanities Studies Vol. 2 No. 05 (2024): West Science Social and Humanities Studies
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/wsshs.v2i05.906

Abstract

This research investigates the influence of artificial intelligence (AI) adoption, machine learning (ML) integration, and AI ethics on product innovation within Bogor's startup ecosystem. A quantitative approach was employed, collecting data through an online survey from 180 startups. Structural equation modeling with Partial Least Squares (PLS) 3 was utilized for data analysis. The results reveal significant positive relationships between AI adoption, ML integration, AI ethics, and product innovation. AI adoption and ML integration positively impact product innovation, while adherence to ethical AI practices also plays a crucial role. These findings highlight the importance of leveraging AI technologies responsibly and ethically to drive innovation within startup ecosystems. Policymakers, entrepreneurs, investors, and other stakeholders can utilize these insights to foster a conducive environment for sustainable growth and innovation in Bogor's startup community.
Peran Modal Ventura, Inovasi Produk Keuangan, dan Regulasi Pemerintah dalam Mendorong Pertumbuhan Start-Up FinTech di Indonesia Judijanto, Loso; Rifky , Sehan; Sudarmanto, Eko
Jurnal Bisnis dan Manajemen West Science Vol 3 No 02 (2024): Jurnal Bisnis dan Manajemen West Science
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/jbmws.v3i02.1148

Abstract

Penelitian kuantitatif ini menyelidiki peran modal ventura, inovasi produk keuangan, dan regulasi pemerintah dalam mendorong pertumbuhan perusahaan rintisan FinTech di Indonesia. Dengan menggunakan desain penelitian cross-sectional, data dikumpulkan dari perusahaan-perusahaan start-up FinTech, perusahaan modal ventura, dan otoritas regulasi. Pemodelan Persamaan Struktural dengan regresi Partial Least Squares digunakan untuk menganalisis data. Hasilnya menunjukkan hubungan positif yang signifikan antara investasi modal ventura, inovasi produk keuangan, peraturan pemerintah, dan pertumbuhan start-up FinTech. Investasi modal ventura dan inovasi produk keuangan muncul sebagai pendorong utama pertumbuhan FinTech, menyoroti pentingnya akses ke modal dan kemampuan inovasi. Regulasi pemerintah juga memainkan peran penting, meskipun dampaknya tidak terlalu signifikan. Temuan-temuan ini menawarkan wawasan berharga bagi para pembuat kebijakan, investor, dan pengusaha yang beroperasi di ekosistem FinTech Indonesia, yang memberikan panduan untuk mendorong inovasi dan kewirausahaan FinTech.
Co-Authors - Afrizal Arnes Yuli Vandika Hildawati Hildawati, Hildawati Judijanto, Loso Sudarmanto, Eko