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Analisis Sentimen Media Sosial terhadap Kesehatan Mental Mahasiswa Menggunakan Algoritma Naïve Bayes Nugraha; Gina Purnama Insany; Muhammad Ilham Juardi; Kanza Salsabila; Muhammad Fadilah Nurjaman; Shanika Layung Medal Wangi
Prosiding Seminar Nasional Teknologi Informasi, Mekatronika, dan Ilmu Komputer Vol 3 (2024): Sentimeter 2024
Publisher : Prosiding Seminar Nasional Teknologi Informasi, Mekatronika, dan Ilmu Komputer

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Abstract

Penelitian ini fokus pada analisis sentimen data media sosial menggunakan bahasa pemrograman Python. Dua tahap preprocessing, seleksi, dan transformasi data, diterapkan untuk membentuk struktur data yang lebih terorganisir. Namun, penelitian juga menganjurkan perbandingan dengan metode klasifikasi lain, seperti Naïve Bayes di Python, yang melibatkan empat tahap preprocessing: Normalisasi, Stopword, Tokenize, dan Stemming. Hasil analisis sentimen menyoroti dampak negatif pada kesehatan mental mahasiswa, terutama terkait dengan tweets negatif yang dominan. Temuan ini menggambarkan pengaruh besar media sosial terhadap kesehatan mental individu. Implikasinya memberikan pemahaman lebih mendalam tentang dinamika interaksi sosial di dunia digital dan risikonya terhadap kesejahteraan psikologis. Penelitian ini membahas pentingnya analisis sentimen dalam konteks media sosial menggunakan Python. Hasilnya menggambarkan urgensi pemahaman terhadap dampak kesehatan mental di kalangan mahasiswa akibat interaksi negatif di dunia maya. Implikasinya dapat menjadi dasar bagi tindakan pencegahan dan pemahaman lebih lanjut tentang peran media sosial dalam kesejahteraan mental
Identifikasi Tantangan Literasi Digital Dan Implementasi Metode Agile Dalam Pengembangan Web Majalah Informasi Studi Kasus Kementerian Ketenagakerjaan Republik Indonesia Mutiara Annisa Tresna Ati; Kamdan; Nugraha; Reza Agustian Kusnadi; Rizki Haddi Prayoga; Rizqy Mawardi; Sakti Aji
Prosiding Seminar Nasional Teknologi Informasi, Mekatronika, dan Ilmu Komputer Vol 4 (2025): Sentimeter 2025
Publisher : Prosiding Seminar Nasional Teknologi Informasi, Mekatronika, dan Ilmu Komputer

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Abstract

Perkembangan teknologi informasi saat ini berkembang sangat pesat memasuki era digitalisasi yaitu informasi yang telah berubah dari manajemen konvensional ke teknologi komputer. Di tengah tuntutan akan aksesibilitas informasi dan perkembangan teknologi, tim pengembang di Kementerian Ketenagakerjaan dihadapkan pada berbagai tantangan. Tantangan tersebut termasuk memastikan konten yang disajikan sesuai dengan kebutuhan pengguna, menjaga keamanan dan privasi data, serta menghadapi perubahan cepat dalam teknologi dan tuntutan pengguna. Penelitian ini dilakukandengan menggunakan implementasi metode Agile dalam pengembangan dan pemeliharaan web serta majalah elektronik sebagai solusi yang responsif terhadap tantangan yang dihadapi. Penelitian ini diharapkan dapat memberikan wawasan yang berharga bagi pengembang web dan pemangku kepentingan lainnya dalam upaya meningkatkan literasi digital dan efektivitas komunikasi pemerintahan di era digital ini. Dengan demikian, web majalah informasi Kementerian Ketenagakerjaan Republik Indonesia menjadi salah satu instrumen yang efektif dalam mencapai tujuan tersebut dan menjembatani informasi mengenai ketenagakerjaan antara pemerintah dan masyarakat.
The Influence of Financial Distress, Auditor Firm Size, and Auditor Switching on Audit Delay Tiara Putrirury Alamanda; Nugraha
IECON: International Economics and Business Conference Vol. 3 No. 1 (2025): International Conference on Economics and Business (IECON-3)
Publisher : www.amertainstitute.com

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65246/wn3hkn65

Abstract

This study aims to analyze the factors influencing audit delay in the consumer cyclicals sector listed on the Indonesia Stock Exchange (IDX) during the period 2019–2022. Audit delay, which refers to the time lag between the end of the fiscal year and the issuance date of audited financial statements, is a critical aspect affecting the timeliness and relevance of financial reporting. The independent variables examined in this study include financial distress, the size of the public accounting firm (PAF), and auditor switching—factors that have been widely discussed in previous literature as potential determinants of audit timeliness. To address the research objectives, this study adopts a quantitative research approach, utilizing both descriptive and causal analysis techniques to explain the relationship between the selected independent variables and audit delay. The research sample was selected using purposive sampling, resulting in 24 companies that met the established criteria, producing a total of 96 firm-year observations over the four-year period. The empirical findings reveal that financial distress does not have a statistically significant effect on audit delay, indicating that the financial condition of the firm may not influence the timeliness of audit completion in this sector. Similarly, the size of the public accounting firm also shows no significant impact on audit delay, suggesting that larger or more reputable firms do not necessarily complete audits more efficiently. In contrast, auditor switching is found to have a positive and statistically significant effect on audit delay, implying that changes in the auditor are likely to extend the audit completion time, potentially due to the additional effort required by incoming auditors to understand the client's business and accounting systems. These findings contribute to the understanding of audit timeliness in the consumer cyclicals sector and may provide insights for regulators, investors, and company management regarding the factors that influence audit delay.
Banten’s Economic Growth: Regional Financial Performance Impacts (2014 – 2023) Rahmatu Azzahra; Nugraha
IECON: International Economics and Business Conference Vol. 3 No. 1 (2025): International Conference on Economics and Business (IECON-3)
Publisher : www.amertainstitute.com

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65246/xr6yqs05

Abstract

This study investigates the role of local government policies in managing local finances towards economic growth in Banten Province in 2014 - 2023. This study aims to evaluate the level of fiscal decentralization, regional independence, and the effectiveness of local revenue in driving economic growth as measured by the growth of gross regional domestic product value. Quantitative research methods through causal descriptive are used to examine 80 observational data. The results show that fiscal decentralization has a negative effect on economic growth, while the level of regional independence and the effectiveness of local revenue have a positive effect on economic growth. The findings show that the implementation of local government policies in accordance with the principle of decentralization is very important in optimizing regional potential which ultimately has an impact on sustainable regional economic policies. This study highlights government policies in determining local revenue targets, increasing efficiency in regional development and governance, and allocation of accountable and transparent resources can encourage community welfare and regional development. The recommendations provided aim to evaluate policies and encourage innovation in the context of regional development through targeted fiscal policies.
MODEL OF STUDENT INVESTMENT INTENTION WITH FINANCIAL KNOWLEDGE AS A PREDICTOR THAT MODERATED BY FINANCIAL SELFEFFICACY AND PERCEIVED RISK Elfahmi, Ryan; Ikin Solikin; Nugraha
Dinasti International Journal of Economics, Finance & Accounting Vol. 1 No. 1 (2020): Dinasti International Journal of Economics, Finance & Accounting (March- April
Publisher : Dinasti Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38035/dijefa.v1i1.232

Abstract

This study aims to predict students' investment intentions in the Indonesia Stock Exchange. The questions in this study are whether financial knowledge shows a significant effect on student investment intentions on the Indonesia Stock Exchange, whether financial self-eficacy shows a significant effect in strengthening or weakening student investment intentions on the Indonesia Stock Exchange and whether the perceived risk shows a significant effect in strengthening or weakening student investment intentions in the Indonesia Stock Exchange. The analysis technique in this study using SPSS ver.21 and analyzed by regression PROCESS v3.4 by Andrew F. Hayes. The sampling method is purposive sampling, with several criteria developed previously. Questionnaires are used to collect data from respondents. Respondents in this study were students at the University of Pamulang, South Tangerang. A total of 400 respondents participated. Based on the analysis, Financial Knowledge influences students' investment intentions on the Indonesia Stock Exchange. Financial self-efficacy does not shows a significant influence in strengthening student investment intentions on the Indonesia Stock Exchange. The perceived risk shows a significant effect in weakening students' investment intentions on the Indonesia Stock Exchange.
STRATEGI DAN TANTANGAN INTEGRASI NILAI ANTIKORUPSI DALAM KURIKULUM MERDEKA: KAJIAN SISTEMATIK LITERATUR Kholid, Idham; Rahayu, Rizqi; Fathony, M. Hafiz; Anwar, Rosihan; Nurhadi; Nugraha
Jurnal Ilmiah Pendidikan Citra Bakti Vol. 12 No. 2 (2025): Jurnal Ilmiah Pendidikan Citra Bakti
Publisher : STKIP Citra Bakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38048/jipcb.v12i2.5378

Abstract

Kurikulum Merdeka sebagai kebijakan pendidikan terbaru di Indonesia memberikan ruang fleksibel bagi satuan pendidikan untuk mengembangkan pembelajaran yang menanamkan karakter antikorupsi. Penelitian ini bertujuan untuk mengidentifikasi strategi integrasi nilai antikorupsi serta menganalisis tantangan implementasinya dalam konteks Kurikulum Merdeka. Metode yang digunakan adalah Systematic Literature Review (SLR) terhadap 25 artikel ilmiah yang diperoleh dengan teknik analisis PRISMA. Sumber data diambil dari basis data Google Scholar kemudian disaring dengan kriteria eksklusi dan inklusi. Hasil kajian menunjukkan bahwa strategi integrasi dilakukan melalui penguatan nilai dalam mata pelajaran, projek penguatan Profil Pelajar Pancasila, pemanfaatan media digital, serta pendekatan berbasis kearifan lokal. Di sisi lain, tantangan utama yang dihadapi meliputi keterbatasan kompetensi guru, minimnya bahan ajar tematik, kesenjangan infrastruktur, serta budaya masyarakat yang belum sepenuhnya mendukung nilai integritas. Simpulan dari studi ini menegaskan bahwa keberhasilan integrasi nilai antikorupsi dalam Kurikulum Merdeka membutuhkan dukungan kebijakan, penguatan kapasitas pendidik, dan sinergi lintas sektor guna menciptakan ekosistem pendidikan yang mendukung pembentukan karakter antikorupsi secara berkelanjutan. Penelitian ini memberikan dasar bagi pengembangan strategi pembelajaran berbasis nilai antikorupsi di sekolah, memperkuat kapasitas guru, serta mendorong sinergi antar pihak untuk menciptakan lingkungan pendidikan yang mendukung integritas.
From Bias to Better Decisions: Behavioral Insights for Financial Literacy Curriculum Development in Higher Education Yuliawati, Tia; Nurhayati, Netti Siska; Abdul Aziz, Nor Farradila; Nugraha; Sari, Maya; Purnamasari, Imas; Harisandi, Prasetyo
IJORER : International Journal of Recent Educational Research Vol. 7 No. 1 (2026): January
Publisher : Faculty of Teacher Training and Education Muhammadiyah University of Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46245/ijorer.v7i1.984

Abstract

Objective: This study aims to analyze the effect of behavioral bias on investment decisions of undergraduate students in Indonesia in the context of higher education with risk perception as a mediating variable and financial literacy as a moderating variable as a basis for strengthening the behavioral-based financial literacy curriculum in universities, as well as preparing students to become rational investors. Method: The study used a quantitative approach by distributing questionnaires to 385 undergraduate students in Indonesia who are active individual investors and registered with the Kustodian Sentral Efek Indonesia (KSEI). The structural model analysis was conducted using SmartPLS 4, while the moderated mediation test was performed using PROCESS Model 59 in SPSS. Results: The study's results indicate that behavioral bias has a significant adverse effect on risk perception, which in turn hurts the investment decisions of students in Indonesia. Financial literacy is proven to act as an important moderating variable. It can weaken the adverse effect of behavioral bias on risk perception and change the impact of risk perception on investment decisions to be positive at high levels of financial literacy. In addition, risk perception mediates the relationship between behavioral bias and investment decisions, especially at moderate levels of financial literacy. Novelty: The findings underscore the importance of integrating behavioral aspects in developing financial literacy curricula in higher education to equip students with the cognitive and affective competencies needed for rational investment decision-making. This study contributes to the behavioral finance literature and offers practical and theoretical contributions for educators and policymakers in designing contextual and behavioral-based financial literacy education for students.
Economic Empowerment of PKK Groups in Sukamiskin District Through Production and Marketing of Eco-Enzyme Based on Social Entrepreneurship Nugraha; Patricia, Vinda Maharani; Mardhatillah, Athina
ETHOS: Jurnal Penelitian dan Pengabdian kepada Masyarakat Vol. 14 No. 1 (2026): (Januari, 2026) Ethos: Jurnal Penelitian Dan Pengabdian Kepada Masyarakat (Sai
Publisher : UPT Publikasi Ilmiah UNISBA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29313/ethos.v14i1.7278

Abstract

Abstract. This community service project addresses the critical issue of organic waste accumulation in Sukamiskin Village, Bandung, Indonesia, specifically targeting orange peel waste, which constitutes a significant portion of household refuse. The initiative empowered members of the PKK (Family Welfare Movement) RW 01 group through a structured training program to produce eco-enzyme, a valuable fermented liquid derived from organic waste. The primary goal was to equip 20 PKK members with the technical skills and economic knowledge to transform waste into a marketable, environmentally friendly product. The methodology employed a three-stage process: identification and socialization of the problem and solution, hands-on training in eco-enzyme production, and post-training monitoring and evaluation. A pretest/post-test design using SPSS 22 software confirmed a statistically significant increase in participants' knowledge (p < 0.001). Post-intervention, participants demonstrated practical competence in producing high-quality eco-enzyme, leading to a measurable reduction in household organic waste and the emergence of new micro-enterprises. This project demonstrated that empowering women's groups like the PKK is a highly effective strategy for tackling urban waste management challenges while fostering sustainable economic development at the grassroots level.
Analysis Of Macroeconomic Conditions On The Performance Of Protected Mutual Funds In Indonesia In Moderated Age And Size Of Mutual Funds For The Period January 2018 – August 2023 Tinjung Desy Nursanti; Nugraha; Ika Putera; Maya Sari; Erric Wijaya
Jurnal Ekonomi Kuantitatif Terapan Vol. 17 No. 2 (2024): Vol. 17, No. 2, Agustus 2024 (pp.155-369)
Publisher : Universitas Udayana

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/JEKT.2024.v17.i02.p09

Abstract

This study aims to find evidence whether Macroeconomic Conditions can affect the Performanceof Protected Mutual Funds in Indonesia which is Moderated Age and Size of Mutual Funds forthe period January 2018 – August 2023. The motivation for this study comes from identifying therelationship between macroeconomic conditions and mutual fund performance simultaneously isvery important because it has significant implications in efforts to improve mutual fundperformance against macroeconomic conditions. However, there are limitations to empiricalstudies on the impact of these mutual funds because the data year series is limited to only a fewyears. Using the Random Effect Model (REM) panel regression method approach, the analysisperiod from January 2018 to August 2023 panel data on macroeconomics and mutual funds, itwas found that macroeconomic variables of the rupiah exchange rate against the US dollar (NT)had a significant influence on the performance of the highest mutual funds measured by the sharperatio. Meanwhile, macroeconomic variables that do not have a significant influence on theperformance of protected mutual funds are interest rate (SBI) and inflation (INF) variables. Thevariable age and size of mutual funds have a significant influence on the performance of protectedmutual funds. In addition to these independent variables, this study also used moderator /moderating variables. Moderator variables to see the interaction relationship between moderatorvariables and predictor variables (independent). Moderator variables are variables that canstrengthen or weaken the relationship between independent and dependent variables. Themoderator variables of this study are age and size of mutual funds
Co-Authors 10070215001, Rivaldi Al Ghifari Suherman 10070215077, Faisal Abdul Aziz 10070217086, Farhan Muhammad Rasyidi 10070219062, Aprilia Nurfaza Sahroni Abdul Aziz, Nor Farradila Adzrial Ramdhani Agustini, Kamelia Aprilia, Nurul Suci Desy Tri Anggarini Dewi Shofi Mulyati Dhika Dwi Nugraha Dicky Firmansyah Disman Dismane Djamaluddin Djamaludin Elfahmi, Ryan Erick Wahyudie Erric Wijaya, Erric Esi, Esi Fitriani Komara Fathony, M. Hafiz Gina Purnama Insany Gunardi harisandi, Prasetyo Heris Hendriana Hermawan, Harry Heryana, Toni Hirawati Oemar Husnulia Rahmi Dewi Idham Kholid Ika Putera Ikaputera Waspada Ikaputera Waspada, Ikaputera Ikin Solikin Imas Purnamasari Jayawarsa, A.A. Ketut Kamdan Kanza Salsabila M. Fauzi Ari Febrian Mardhatillah, Athina Mardian Anggini Rachmawati Masyita Suherman, Maya Maya Sari Mayasari Moch. Irdi Mohamad Satori Muhammad Fadilah Nurjaman Muhammad Ilham Juardi Muhammad Iskandar Muhammad Rifqi Aditya MUHAMMAD YUSUF Mutiara Annisa Tresna Ati Nanda Isnan Pauji Netti Siska Nurhayati Nur Rahman As'ad NURHADI Perwito, Perwito Prihadi, M Dana Rahayu, Rizqi Rahma Aulianisa Rahmatu Azzahra Rakhman, Ani Rakhmanita Rega Aditya Rengga Madya Pranata Reni Amaranti Reza Agustian Kusnadi Rizki Haddi Prayoga Rizqy Mawardi Rosihan Anwar, Rosihan Sakti Aji Selamat Sendi Gustiandi Senny Luckyardi Shanika Layung Medal Wangi Shofi Mulyati, Dewi Siti Nurharlita Siti Siryana SUGIYANTO Tia Yuliawati Tiara Putrirury Alamanda Tinjung Desy Nursanti Utama, Wahyudayanto Vinda Maharani Patricia Widhi Ariyo Bimo Yanti Sri Rejeki Yulandri, Elsa Zulmi Chairul Ikhsani