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All Journal Paradikma: Jurnal Pendidikan Matematika Jurnal Penelitian Pembelajaran Matematika Sekolah J-PiMat : Jurnal Pendidikan Matematika Jurnal Vokasi Jurnal Penelitian Pendidikan Matematika dan Sains TIN: TERAPAN INFORMATIKA NUSANTARA Jurnal Ilmiah Matematika Realistik Jurnal Pendidikan Matematika Malikussaleh Jurnal Pengabdian Masyarakat Bangsa Lok Seva: Journal of Contemporary Community Service Indonesian Journal of Mathematics Education Jurnal Pengabdian Sosial Jurnal Malikussaleh Mengabdi
Haves Qausar
Universitas Malikussaleh
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Journal : TIN: TERAPAN INFORMATIKA NUSANTARA

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Ekonomi Aset Digital: Analisis Sentimen Masyarakat Berbasis Leksikon Terhadap Kebijakan Kripto di Indonesia Hasyyati, Zata; Qausar, Haves; Yumni, Hazhiyah; Jannah, Miftahul
TIN: Terapan Informatika Nusantara Vol 6 No 1 (2025): June 2025
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/tin.v6i1.7508

Abstract

This study analyzes the shift in public sentiment toward cryptocurrency regulation in Indonesia following policy implementation and identifies the role of cognitive biases in shaping public responses. The primary contribution of this research lies in the development of an integrative analytical framework that connects real-time social media data from X (formerly Twitter) with behavioral economics theory, alongside the formulation of evidence-based strategic recommendations. By applying text mining and lexicon-based sentiment analysis (InSet Lexicon), the study examines sentiment dynamics across two periods: pre-regulation (2009–2018), dominated by neutral sentiment (81.7%), and post-regulation (2019–2024), which exhibits a significant increase in negative sentiment (64.8%) alongside a fivefold growth in positive sentiment (31.7%). The findings reveal that cognitive mechanisms, such as loss aversion and status quo bias, amplify public resistance to new regulations. Policy implications include three innovative strategies: (1) redesigning communication using loss-avoidance framing, (2) enhancing financial literacy among younger generations, and (3) developing a more participatory regulatory sandbox. This study underscores the importance of adopting regulatory approaches that are responsive to public psychological dynamics and the prevailing low levels of financial literacy.
Co-Authors Absa, Munzir Afla, Nurul Aklimawati Aklimawati, Aklimawati Aufa, Zurra Yusally Azlia, Nur Eka Lisdayanti Eri Saputra Fadieny, Nurul Hayatun Nufus Hidayat, Amam Taufiq Hidayatsyah Hidayatsyah Idris, Syafrizal Intan, Syahrina Isfayani, Erna Listiana, Yeni M Salman AN Mahathir Putra Darmawan Maryana Maryana Miftahul Jannah Muna, Zurratul Munzir Absa Mutia Fonna Nasution, Muhammad Akbar Nisdianti, Aprilia Nur Elisyah Nurul Afni Sinaga Rahmi, Mira Mauliza Raisah Raisah, Raisah Rifaatul Mahmuzah Riska Imanda Sari, Riska Kumala Sa’diyah Sakinatul Ikhlas, Arifah S Sinaga, Nurul Afni Sri Setiawaty Teuku Muhammad Arinal Tulus Setiawan Wani, Sinar Widya Widya Widya Widya, Widya Wulandari Wulandari Yanti, Ima Juli Yulia Zahara Yumni, Hazhiyah Zainul Mujtahid Zata Hasyyati Zurba, Nabil