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All Journal Conference In Business, Accounting And Management (Cbam) 2012 Dinamika Akuntansi Keuangan dan Perbankan SEGMEN Jurnal Manajemen dan Bisnis E-Jurnal Ekonomi dan Bisnis Universitas Udayana Jurnal Ilmiah Akuntansi dan Humanika Jurnal Ilmu Sosial dan Humaniora Jurnal Akuntansi Profesi Jurnal Keuangan dan Perbankan JDM (Jurnal Dinamika Manajemen) BAKI (Berkala Akuntansi dan Keuangan Indonesia) DeReMa (Development Research of Management) Jurnal Manajemen MODUS-Jurnal Ekonomi dan Bisnis Jurnal Riset Akuntansi Terpadu Jurnal Akuntansi dan Pajak AKUNTANSI DEWANTARA Jurnal Akuntansi : Kajian Ilmiah Akuntansi (JAK) Jurnal Akuntansi Aktual Jurnal Ekonomi dan Bisnis Jurnal Riset Akuntansi dan Keuangan Journal of Economic, Bussines and Accounting (COSTING) AFRE Accounting Financial Review Kompartemen : Jurnal Ilmiah Akuntansi Jurnal Analisis Bisnis Ekonomi Jurnal Penelitian Teori & Terapan Akuntansi (PETA) Jurnal AKSI (Akuntansi dan Sistem Informasi) Owner : Riset dan Jurnal Akuntansi Profita : Komunikasi Ilmiah dan Perpajakan International Journal of Social Science and Business BJRA (Bongaya Journal of Research in Accounting) Journal of Economic, Management, Accounting and Technology (JEMATech) (JRAMB) Jurnal Riset Akuntansi Mercu Buana Asia Pacific Fraud Journal Jurnal Akuntansi Jurnal Manajemen Maranatha FINANSIA : Jurnal Akuntansi dan Perbankan Syariah BALANCE Jurnal Akuntansi dan Bisnis JURNAL PENELITIAN EKONOMI DAN AKUNTANSI (JPENSI) Jurnal Proaksi Jurnal Akuntansi Bisnis Performance : Jurnal Bisnis dan Akuntansi Perspektif Akuntansi Jurnal Bingkai Ekonomi (JBE) Telaah Bisnis Jurnal Akuntansi Keuangan dan Bisnis Transformatif: Ekonomi, Bisnis dan Kewirausahaan Media Riset Akuntansi Auditing & Informasi Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) JRAP (Jurnal Riset Akuntansi dan Perpajakan) Jurnal Dinamika Akuntansi dan Bisnis (JDAB) Magistrorum et Scholarium: Jurnal Pengabdian Masyarakat PERMANA : Jurnal Perpajakan, Manajemen, dan Akuntansi
Ari Budi Kristanto
Universitas Kristen Satya Wacana
Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Social Sciences Other

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Journal : Owner : Riset dan Jurnal Akuntansi

 1 
Analisis Sentimen Pengungkapan Informasi Manajemen: Text Mining Berbasis Metode VADER Emelia Aprodaid Marwa; Ari Budi Kristanto
Owner : Riset dan Jurnal Akuntansi Vol. 6 No. 3 (2022): Artikel Volume 6 Issue 3 Periode Juli 2022
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/owner.v6i3.895

Abstract

Financial statements present information related to the firm’s financial condition. However, there is various types of data are provided to help us in assessing and understanding the firm’s business condition. The most abundant firm-related data that are available are in the form of text. It can include annual reports, official websites, or even social media posts that may contain non-financial data. Nonfinancial information is also important to help the interpretation of financial information. The research aims to analyze the sentiment of management discussion and analysis included in the manufacturing company's annual report. The research sample is manufacturing companies listed on the Indonesia Stock Exchange (IDX) during the 2016-2020 period in a row. There are 102 companies or 510 research observations include in this research. This research uses a sentiment analysis technique based on a lexicon-based approach using the VADER method. Meanwhile, the sentiment analysis process will be assisted by the Orange Data Mining application. The results of the research show that positive disclosure is greater than negative sentiments. The pattern of sentiment for companies that are classified based on sector, company size (total assets and total sales), profitability (ROI), and liquidity (current ratio) shows relatively the same results. These results illustrate that company characteristics do not make a difference in the choice of word sentiment in manufacturing companies.
Co-Authors Acropolis Gemilang Mada Ngara Ledewara Adinda Elsinta Damayanti Aditya Satya Yudharma Andika, Tomy Andreas Mardani Anindya Yunita Kartika Putri Anisah Kusuma Dewi Apriani Dorkas Rambu Atahau Aprina Nugrahesthy Sulistya Hapsari Ardy . Atmaja, Teofilus Banni Ayu Fina Karimatussofiah Caecilia Dita Purwanti Christian Alessandro Noreen Christian Alessandro Noreen Christina Kusumadewi Devi, Ikhyana Dewi Widowati Dewi, Anisah Kusuma Dewi, Septiana Kusuma Emelia Aprodaid Marwa Febrita, Restiana Eka Febriyanto, Dwi Panggah Feisy Christina Puteri Geby Febiola Lenggu Gilang Sadita Harijono Harijono Ika Risda Yunisaningrum Ina Dian Permata Intiyas Utami Itasari, Rachmadani Nur Joshua Jordan Mamesah Karinea Hariadi Kerinea Estetika Hariadi Kevin Marshal Mark Kevin Mulyono Teguh Krismona Krismona Laras Novitasari Marcelina Novenda Gissela Anggari Mardani, Andreas Margareta Dewi Perbawaningsih Maria Rio Rita Maria Theresia Irlene Mark, Kevin Marshal Mikhael Andre Kurniawan Muhammad Zainul Abidin, Muhammad Zainul Nelphy Bryan Abrahams Nelphy Bryan Abrahams, Nelphy Bryan Ni Luh Putu Chandrika Nugraha, Royanul Ocsa Nugraha Saian Paskah Ika Nugroho Pinata, Tabita Aszola Priscilla Intan Dwi Kriswidiyanti Priska Tandi Gala Putri, Dhea Safira Rahayu Widati Restiyanti Restiyanti Restiyanti Restiyanti Riskin Hidayat Salma Faundria Nagari Seviana, Amalia Aida Sherliana Dewi Soegiono, Like Supatmi Syarendra, Jessica Dhea Theresia Woro Damayanti Utomo, Mohamad Nur Vanesali, Laurensia Vania Clarensia Budiono Veronica Rasmi Febrianty Siahaan Viliona Viliona Viliona Viliona Vina Elfreda Vitalia Thesa Pramaishella Widya Oktarina Sulistyaningrum Widya Oktarina Sulistyaningrum Yeterina Widi Nugrahanti Yokhebed Widhianingtyas Yoko Karundeng Yuna Adhi Pamungkas Yunita Kurniawati Zefanya Lisnarossa Damahendra