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UI - Skripsi Membership :: Kembali

UI - Skripsi Membership :: Kembali

Analysis of the impact of uncertainty reduction strategies and Value-based adoption mechanism in Robo-advisors as financial advisors on users' investment intentions = Analisis dampak uncertainty reduction strategies dan Value-based adoption mechanism pada Robo-advisor sebagai financial ddvisor terhadap niat investasi pengguna

Bagus Rafi Muafa; Permata Wulandari, supervisor; Sidjabat, Mona Ridho, examiner; Mutiara Baby Admeinasthi, examiner (Fakultas Ekonomi dan Bisnis Universitas Indonesia, 2024)

 Abstrak

Kemajuan teknologi dalam industri keuangan telah merevolusi industri yang disebut fintech, yang mengarah pada munculnya financial robo-advisor. Financial robo-advisor ini menarik calon investor dengan menggunakan machine learning algorithm untuk memberikan panduan investasi otomatis dengan pengawasan manusia yang minimal, berdasarkan tujuan keuangan dan toleransi risiko pengguna. Beberapa penelitian telah mengeksplorasi niat untuk mengadopsi financial robo-advisor. Penelitian ini menyelidiki niat pengguna untuk berinvestasi dengan financial robo-advisor, dengan fokus pada beberapa faktor, seperti algorithm interpretability, structural assurance, interactivity, government regulation, perceived financial dan privacy risks, perceived financial benefit dan trust. Penelitian ini mengumpulkan data dari 357 responden dan dianalisis menggunakan Partial Least Square Structural Equation Modelling (PLS-SEM). Temuan menunjukkan bahwa algorithm interpretability dan structural assurance secara negatif dan signifikan mempengaruhi perceived financial dan privacy risks. Sebaliknya, interactivity dan government regulation secara positif dan signifikan mempengaruhi perceived financial benefit. Interactivity juga secara positif dan signifikan mempengaruhi perceived trust, sedangkan government regulation tidak. Selain itu, perceived financial dan privacy risks tidak mempengaruhi investment intention, sementara perceived financial benefit dan trust secara positif dan signifikan mempengaruhi investment intention.

Technological advancements in the financial industry have revolutionised the industry called fintech, leading to the emergence of financial robo-advisors. These financial robo- advisors attract the potential investors using machine learning algorithms to provide automated investment guidance with minimal human oversight, based on users’ financial goals and risk tolerance. Several researches have explored the intention to adopt financial robo-advisors. This research investigates users’ intentions to invest with financial robo- advisors, focusing on several factors, such as algorithm interpretability, structural assurance, interactivity, government regulation, perceived financial and privacy risks, perceived financial benefit and trust. This research collected data from 357 respondents and analysed using Partial Least Square Structural Equation Modelling (PLS-SEM). The findings indicate that algorithm interpretability and structural assurance negatively and significantly influence perceived financial and privacy risks. Conversely, interactivity and government regulation positively and significantly influence perceived financial benefit. Interactivity also positively and significantly influences perceived trust, whereas government regulation does not. Additionally, perceived financial and privacy risks do not influence investment intention, while perceived financial benefit and trust positively and significantly influence investment intention.

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 Metadata

Jenis Koleksi : UI - Skripsi Membership
No. Panggil : S-pdf
Entri utama-Nama orang :
Entri tambahan-Nama orang :
Entri tambahan-Nama badan :
Program Studi :
Subjek :
Penerbitan : Depok: Fakultas Ekonomi dan Bisnis Universitas Indonesia, 2024
Bahasa : eng
Sumber Pengatalogan : LibUI eng rda
Tipe Konten : text
Tipe Media : unmediated ; computer
Tipe Carrier : volume ; online resource
Deskripsi Fisik : xvi, 165 pages : illustrations + appendix
Naskah Ringkas :
Lembaga Pemilik : Universitas Indonesia
Lokasi : Perpustakaan UI, Lantai 3
  • Ketersediaan
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No. Panggil No. Barkod Ketersediaan
S-pdf 14-24-10529026 TERSEDIA
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