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PENERAPAN ARTIFICIAL INTELLIGENCE (AI) DALAM PERAMALAN AKUNTANSI TINJAUAN LITERATUR DAN AGENDA PENELITIAN MASA DEPAN Pratama, Gilang Surya; Agus Munandar
Accounting Profession Journal (APAJI) Vol. 7 No. 1 (2025): Accounting Profession Journal (APAJI)
Publisher : Program Studi Akuntansi Fakultas Ekonomi dan Bisnis Universitas Kristen Indonesia Paulus

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35593/apaji.v7i1.277

Abstract

This research examines recent developments in the application of Artificial Intelligence (AI) for accounting forecasting through a systematic review of literature published between 2020-2024. Using a systematic review methodology, this study analyzed 60 selected articles from Scopus, Web of Science, Science Direct and Google Scholar databases. The analysis results show significant improvements in forecasting accuracy using AI technology, with Machine Learning achieving 78% accuracy in revenue forecasting, Deep Learning 85% in financial trend prediction, and Natural Language Processing 89% in sentiment analysis. Major implementation challenges include data quality, infrastructure limitations, and data security. Development opportunities are identified in blockchain integration, hybrid models, and preprocessing automation. This research also identifies future research agendas that include the development of adaptive models and improved AI interpretability. The contribution of this research lies in providing a comprehensive understanding of the state-of-the-art application of AI in accounting forecasting and identifying future development directions.
Apakah Profitabilitas dipengaruhi Oleh Non Performing Loans dan Capital Adequacy Ratio? Apakah Profitabilitas dipengaruhi Oleh Non Performing Loans dan Capital Adequacy Ratio? Temmy; Agus Munandar
Accounting Profession Journal (APAJI) Vol. 7 No. 1 (2025): Accounting Profession Journal (APAJI)
Publisher : Program Studi Akuntansi Fakultas Ekonomi dan Bisnis Universitas Kristen Indonesia Paulus

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35593/apaji.v7i1.278

Abstract

ABSTRACT Examining how Non-Performing Loans and Capital Adequacy Ratio affect profitability is the aim of this study. This study uses banks published on the IDX in 2024 as the population, sample of the research was originated using a purposive sampling approach. The data sought for this research is secondary and sourced from the bank’s annual reports from 2020 to 2023. For evaluating the influence of NPL and CAR on Profitability, writer used multiple linear regression, and for assessing quality of the variables, used classical assumption test. The result of the statistical test reveal that NPL and CAR have simultaneous bearing on profitability. NPL has an opposing impact on Profitability and CAR doesn’t impact profitability. Keyword: NPL, CAR, Profitability, Annual report, Bank
Incentive Zakat Agency Mechanism, a Comparison between Indonesia and Malaysia Dodik Siswantoro; Nurzaman, Mohammad Soleh; Abdul Ghafar Ismail; Agus Munandar
International Journal of Islamic Business and Economics (IJIBEC) Vol 5 No 1 (2021): Volume 5 Nomor 1 Tahun 2021
Publisher : Universitas Islam Negeri K.H. Abdurrahman Wahid Pekalongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28918/ijibec.v5i1.3067

Abstract

the objective of the research is to compare the incentive zakat agency mechanism between Indonesia and Malaysia. In Indonesia, private institutions are permitted to collect zakat and have the agency to support zakat collection, while in Malaysia only state institution collects zakat. To enhance zakat fund collectability, they need agencies located in specific institutions. However, both countries share a similar mechanism of incentive zakat agency allocation. The method of the research is based on a qualitative study. Some respondents are questioned and interviewed on a specific topic of incentive zakat agency mechanism. The result shows that the agency mechanism in private zakat institutions in Indonesia is more flexible than Malaysia. The agency is authorized to get zakat allocation to be disbursed to surrounding zakat recipients and develop the allocation report. On the other hand, a zakat rebate can be a supporting factor for Muslims to pay zakat more in Malaysia than in Indonesia.
ANALISIS PENGARUH RASIO SOLVABILITAS, STRUKTUR MODAL, DAN TANGGUNG JAWAB SOSIAL TERHADAP KINERJA KEUANGAN Agus Munandar; Kesuma Dewi Safitri; Safira Putri Wulandari
Journal of Creative Student Research Vol. 1 No. 1 (2023): Februari : Journal of Creative Student Research
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jcsrpolitama.v1i1.1103

Abstract

The purpose of this research is to determine the effect of solvency ratio, capital structure, and social responsibility on financial performance. This research uses 20 samples consisting of 5 companies in the cigarette industry subsector based on the time period 2018-2021. Data is collected from annual reports available on the Indonesia Stock Exchange (IDX). The analysis in this research uses 3 (three) approaches, including descriptive statistics, correlation, and regression. Based on the results of this research, it can be concluded that of the six elements, including ROA, ROE, DER, DAR, WC, and CSR, show good financial performance. In addition, DER and DAR measures negatively affect ROA and ROE. This is because the increase in solvency value causes the company's profit to decrease, it means that the company's high debt ownership makes the company pay higher interest so that the company's profit is small. WC and CSR have no impact on ROA and ROE. This is because the company's asset ownership can cover their current debt and CSR implementation can help convince interested parties to invest in the company. Based on the research conducted, the company should minimize the use of debt as funding in its operational activities, because it can affect the profitability of the company which causes a decrease in the value of ROA and ROE. In addition, the company should reconsider the implementation of CSR because it can help create a positive image of the company in the eyes of the public, even though the company's expenses will increase
The Effect of Company Growth and Inflation on Company Valuation Sunjaya, Robi; Munandar, Agus
Journal La Bisecoman Vol. 6 No. 1 (2025): Journal La Bisecoman
Publisher : Newinera Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37899/journallabisecoman.v6i1.1847

Abstract

The purpose of this research is to examine how corporate expansion and inflation affect the worth of companies in the resort, cruise, and hospitality industries that are listed on the Indonesia Stock Exchange (IDX). The study makes use of secondary data that was obtained from these firms' 2018–2022 annual financial reports. By employing a purposive sampling technique, 15 companies were selected, resulting in 75 observations aligned with the study's objectives. Panel data analysis techniques were used to examine the data. The results show that although inflation has a positive and considerable impact on company value, sales growth has no discernible effect. Second, the joint effect of sales growth and inflation accounts for most of the observed value growth in firms. This has important implications for company management, as they need to leverage firm value for competitive advantages in rapidly changing market conditions.
Pengaruh Struktur Aset, Inovasi Dan Teknologi, Biaya Agensi, Ukuran Perusahaan Dan Pertumbuhan Perusahaan Terhadap Leverage Rahma Putra, Wili; Munandar, Agus
GEMA EKONOMI Vol 12 No 2 (2023): GEMA EKONOMI
Publisher : Fakultas Ekonomi Universitas Gresik

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55129/https://doi.org/10.55129/.v12i4.2927

Abstract

Until now, companies that are included in the LQ45 category are the companies that attract large investors. Therefore, companies must have the ability to manage the company's sources of financing well and avoid company losses. Therefore, the aim of this study is to understand the empirical impact of asset structure, innovative technology, agency costs, firm size and firm growth on the leverage ratio. LQ45 companies listed on the Indonesia Stock Exchange between 2019 and 2021. This research uses causal benchmarking. The sample for this research is LQ45 member companies listed on the Indonesia Stock Exchange for the 2019-2021 period, using the target sampling method. There are 11 companies that meet the screening criteria for the research sample and 33 financial reports. The results show that asset structure, innovative technology, agency costs and size the company has a significant effect on the leverage ratio, while the company's growth variable has no significant effect on the leverage ratio.
Strategic Synergies: ESG Performance, Political Connection, and Audit Committees in Enhancing Company Value Septiani, Dwi; Munandar, Agus
The Indonesian Journal of Accounting Research Vol 28, No 1 (2025): IJAR January 2025
Publisher : The Indonesian Journal of Accounting Research

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33312/ijar.808

Abstract

This study examines the impact and implications of Environmental, Social, and Governance (ESG) performance, political connections, and audit committees on firm value in companies listed on the Indonesia Stock Exchange for the 2019–2023 period, with a total sample of 90 observations. The study employs a panel data regression method using the weighted least squares (WLS) model. The findings indicate that ESG performance and audit committees have a positive and significant effect on firm value, while political connections negatively impact firm value. This study is expected to encourage the adoption of good ESG practices and audit committee governance while also serving as a consideration for companies in evaluating the cost-benefit of political connections. Future research is recommended to expand the sample size, use ESG data from multiple sources, examine the individual effects of ESG pillars, conduct studies in other developing countries, and explore alternative firm value measurements and qualitative approaches.
PENERAPAN CORE TAX ADMINISTRATION SYSTEM (CTAS) LANGKAH MENINGKATKAN KEPATUHAN PERPAJAKAN DI INDONESIA Korat, Chevri; Munandar, Agus
Jurnal Riset Akuntansi Politala Vol 8 No 1 (2025): Jurnal Riset Akuntansi Politala
Publisher : Pusat Penelitian dan Pengabdian bagi Masyarakat Politeknik Negeri Tanah Laut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34128/jra.v8i1.453

Abstract

This literature review discusses how the implementation process of the Core Tax Administration System (CTAS) in Indonesia. This is an important step for efficiency, transparency and taxpayer compliance. The core tax is a technology-based tax system that is intended to control all tax administration process activities from registration, reporting, payment, collection of all taxes and supervision. Thus, a policy that underlies the implementation of the core tax is expected to be a major breakthrough. The existence of the core tax certainly makes it easier for the public to obtain information, tax reporting and the obligation to pay taxes itself. In addition, the core tax also facilitates control over the economy in various fields that have been quite difficult to overcome such as micro, small businesses, and the digital unit economy in Indonesia. However, in the implementation of this core tax there are several challenges and obstacles that must be faced, including obstacles to technological infrastructure, resistance to change, and data privacy issues. Indeed, with good management and education, the implementation of the core tax provides hope that it can simultaneously increase taxpayer compliance, increase the State Budget, and achieve economic development goals.
The impact of audit committee effectiveness on the relationship between company performance and readability of disclosures: a laboratory experiment Agus Munandar; Kadlina Kadlina
Journal of Accounting and Investment Vol. 25 No. 3: September 2024
Publisher : Universitas Muhammadiyah Yogyakarta, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/jai.v25i3.21884

Abstract

Research aims: This paper investigated the impact of audit committees on the relationship between company performance and disclosure readiness.Design/Methodology/Approach: Some research suggested that poorly performing companies often present their performance positively but use complex, less accessible language. This can be detrimental to market participants. The study explored the moderating role of audit committees in this relationship using a laboratory experiment. Participants, including employed students, were placed in scenarios with varying company performance and audit committee effectiveness and tasked with simulating financial disclosures.Research findings: The findings revealed that effective audit committees enhance disclosure readability and significantly moderate the relationship between company performance and disclosure readability. High-performing companies tend to use simpler language, while poorly performing companies often employ complex language to obscure their performance.Theoretical contribution/Originality: This research contributes to the literature by highlighting the role of audit committee effectiveness in ensuring transparent and clear financial disclosures. It extends previous findings by emphasizing different disclosure strategies based on performance and the critical role of audit committees in curbing obfuscation by underperforming firms.Practitioner/Policy implication: The results underscored the importance of audit committee effectiveness in improving corporate governance and maintaining investor trust. Policymakers should promote audit committee independence and expertise to ensure higher standards of disclosureResearch limitation/Implication: The study's use of employed students limits generalizability to professional accountants. Nonetheless, it provides valuable insights into the influence of audit committees on disclosure readability, offering a basis for future research.
Perspektif Gadai dan Lelang Menurut Akuntansi Syariah Agus Munandar; Rio Bernando Sirait; Achmad Chusanudin; Erna Longa; Dewi Kurniawati
Journal of Economics and Business UBS Vol. 12 No. 1 (2023): Regular Issue
Publisher : UniSadhuGuna Business School

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52644/joeb.v12i1.166

Abstract

Pergadaian merupakan penyebutan kata untuk usaha yang berbisnis gadai sedangkan pegadaian adalah label (branding) usaha PT. Pegadaian (Persero) yang merupakan salah satu usaha milik BUMN dimana melakukan kegiatan dalam usaha yang sama. Tujuan dari penelitian ini adalah mendapatkan penjelasan atau pandangan serta perspektif tentang gadai dan lelang menurut pemahaman akuntansi syariah sehingga memunculkan perbedaan yang mendalam bila dibandingkan dari produk yang dihasilkan secara konvensial. Penulis menggunakan metode kajian pustaka (literature review) dari beberapa sumber data untuk mengetahui pandangan atau perspektif akuntansi syariah terhadap pelaksanaan gadai dan lelang. Hasil penelitian menunjukkan bahwa peran pegadaian syariah untuk mendukung pertumbuhan ekonomi sangat penting diera saat ini. Namun pemahaman akuntansi syariah yang diimplementasikan pada gadai dan lelang sering disalahartikan karena kurangnya pemahaman masyarakat terhadap prinsip kehati-hatian (Awareness). Untuk mengurangi risiko dan pencegahan adanya penyimpangan pada transaksi gadai syariah dan lelang syariah harus memenuhi kriteria umum yaitu transaksi dilaksanakan oleh masing-masing pihak yang kompeten dan memenuhi syarat atas dasar keikhlasan (‘Antharadhin), objek lelang memiliki kehalalan, manfaat, keterbukaan atau transparansi tanpa kecurangan, serta penjual (Rahin) memiliki kerelaan penyerahan barang jaminan. Pada penyelesaian perselisihan dalam lelang syariah juga harus berdasarkan tinjauan fiqh muamalah atau aturan undang-undang yang berlaku di Indonesia. Kesimpulan penelitian ini yaitu pergadaian syariah memiliki peran sangat penting untuk mendukung pertumbuhan ekonomi diera saat ini.
Co-Authors Abdul Ghafar Ismail Abdul Ghafar Ismail Abdurrahman Abdurrahman Achmad Chusanudin Achmad Chusanudin Adies Mariska Adinda Nilawati Afandi, Rino Kurnia Afvia Diyun Agnes Fanny Laurent Agris Haryanto Prakasa Agus Angling Kusumah Agus Cholik Agus Sihono Ahmad Ahmad Fajri Ahmad Fiqri, Ahmad Ahmad, Ardian Aisya Sheilla Farina Nadia Akbar, Rizky Akhmad Yani AlFajriyah Nurul Khofifah Alfian Agustiar ALFINA ARIQ SHAFIRANI Ameliya Silaning Utami Amin, Rashidi Ana Damayanti Andrew Pandowo Andriyanto, Irwin Angela Anjelier Angelia Angelia Anggi Ayuni Dewi Anggita Shita Kusumawati Anisa Widiastuti Anisah Abni Anjani, Dito Fatria Annia Anastia Mursalin Antasti, Erico Antonius TS Prabowo Anugrah, Faisal Anwar, Ardian Arhan Rachmadan Arif Hidayanto Aritonang, Ramona Ariza, Dani Arnold Sugiarto Artia, Wa Ode Tri Astuti, Melinda Asyari, Asyari Audita Shasabilla Amin Aulia Safira Aulia, Aisa Azmi Kurnia Izzati B, Dea Ockta Bernando Sirait, Rio Bija, Riartri Nanda Brian Argaries Budi Mulia Kurniawan Budi Sumartono C Susi Maryanti Cahyati, Diah Nur Chusanudin, Achmad Cita Restuningsih Dade Nurdiniah Dara Putri Junianti Dawam, Yanuar Pribadi Delang, Teresa Ona Devianti, Lilis Devika Liviana Dewi Djumiyati Dewi Kurniawati Dewi Kurniawati Dewi Kurniawati Dewi Muflihah Diajeng Larasati Dian Wirdiansyah Diana Frederica Diana, Wahyu Didik Sugiyanto Dika Fajri Ilham Dimarizkya, Aliya Dinda Khomsin Amalia Dini Marina Dita Hikmawaty Oktavia Ningrum Djumiyati, Dewi Dojeng Meisi Koo Donant Alananto Iskandar Edi Hamdi Edi Hamdi Edi Hamdi Edi Hamdi Edi Suyitno Edwin Wiguna Edwin Wiguna Effendi Tjahjadi Effendi Tjahjadi Effendi Tjahjadi Eka Bertuah Eka Setiawati Elfrida Ratnawati Elis Elis Elis, Elis Elisabeth Angelina Elly Musdiana Mayang Putri Erika Febia Alviani Putri Erna Longa Erna Longa Erna SETIYAWATI Erna Shaira Fadilah Eva Triyana Eva Triyana Fadila Ayu Utami Fadilla Putri Oktaviasari Fahri Hananto Yasin Faridatul Munawaroh Fatihurrahman, Muhammad Hilmi Febrina Ayu Finsensia Felica Wahyu Werdaningsih Fildza Ghaisani Farahiyah Hernadi Firdaus Fitri Aamalia Al Thaaf Fitri, Riza Aulia Fitriyani Khasanah Franki Slamet Franki Slamet Fredy Rizaldi Fredy Rizaldi Frischa Sonawaty Theresia Sianturi Friska Yolanda G, Andhika Maula Gaus, Muh Ginting, Anisah Sriulina Gudono Gudono Gusriantho Mendrofa Hadi Pratama Hadibowono, Satrio Hambali Hanafia Hamdi , Edi Haryanto Haryanto Haryasena Gusti Andayu Hayatuzzahra, Sayidatina Husnul Fiqri, Ahmad Ika Ismiyar Ika Ismiyar Ilham, Dika Fajri Indah Maulina Dewi Indah Permatasari Indah Rahayu Indah Septiani Inne Leomora Agnes Sinaga Intani Dwita Risanti Ira Sita Ningrum Iren Meita Iriyanti Iriyanti Irzami Hawa Izdihar Shada Janah, Niftahul Janurika, Renita Japar, M Jenneka Ika Sarundayang Jihad, Muhammad Jimmy, Ucok Jolia Salia, Popi Kadlina Kadlina Kadlina Kadlina Kadlina Kadlina Kadlina Kadlina Kadlina, Kadlina Kamila, Nurul Kardiman, Yuyus Kartika Sari Katarina Rika Apriliana Kemas Dedy Kusdianto Kemas Dedy Kusdianto Kemas Dedy Kusdianto Kesuma Dewi Safitri Khasanah, Fitriyani Koo, Dojeng Meisi Korat, Chevri Kriswanto, Reynaldi Kurniari, Firnanda Eka Kurniawan, Muhammad Aditya Langgeng Harum Islami Laras Tiara Putri Latifah, Cindy Lenggo Geni, Reno Lenny Widiawati Lenny Widiawati Lestari Lestari Lestari, Anis Liauwi, Sandelia Lidwina Ribka Putritanti Lis Sintha Longa, Erna Lucy Grace Ariestha Manurung Lulu Angelita Lutfitasari, Mayang Lutfiyana, Evi Lydia Indah Permatasari M. Haris M. Ikhsan Magdalena, Angelien Mandalikha, Baiq Asry Afriza Mara, Uli Lasdao Maratis, Jerry MARIA BINTANG Maria Evana Maria Iza Maryanti, C Susi Maryanti, C. Susi Maulana, Rizkian Mayang Lutfitasari Mayang Sari Edastami Mega Chyntia Mega Fatimah Rosana MF. Arrozi Adhikara Mila Sari Mira Kartika Dewi Djunaedi Mohammad Soleh Nurzaman Mohammad Soleh Nurzaman Monica, Novia Chris Mubarokah Muhammad Ifaz Padilatul Hamdi Muhammad Ivan Ardhiansyah Muhammad Japar Muhammad Rais Arifin Muhammad Rais Arifin Mulyawati, Anugrana Musdiana Mayang Putri, Elly Mussa, Nelcie Valensya Nabila Alifa Putri Nadia Fitri Naibaho, Santy Berliana Nanda Vito Natalia Caroline Natasha Elisabeth Manuputty Nathalia Sherly Nelcie Mussa Nelcie Mussa Nelcie Valensya Mussa Niftahul Janah Ningrum, Ira Sita Noel Singgih Haryo Pradono Nofrohu Retongga Novi Anisfujiyati S Noviana Wulandari Novita Rahmawati Putri Noviyanti Alawiyah Nurah Haerani Nurah Haerani Nurbaety Nurdiniah, Dade Nursyamsu, Uus Nurul Izzah, Aulia Nurwijayanti Nur’Afiah, Luthfin Nuzulia Rizqiana Okchatamsi, Dian Oktaviyani, Rusna Olin, Maria Novita Pharmasetiawan, Garin Pratama, Gilang Surya Purwandini, Komala Purwaningrum, Dwi Pusaka, Semerdanta Puti Indah Balqis A Putra, Samuel Niko Putra, Wili Rahma Putri Kartini Putri Wijaya, Nurhikmah Putri, Rizki Sari Eka Putri, Yessica Mega Qolyubi, Ahmad R. Dian Wirdiansyah R. Dian Wirdiansyah R. Dian Wirdiansyah Rahaju, Sri Mumpuni Ngesti Raharjo Raharjo Rahma Putra, Wili Ramadhan, Ilfan Prabu Rashidi Amin Rasikha, Alya Rasinih Rasinih Ratna Dewi Sari Reginda Sri Restuwangi Renal Alvian Renita Janurika Resca, Yuliana Resti Amelia Putri Reynaldo Savero Rezki Aulia Rhian Indradewa Rhian Indradewa Rhosilah Riedho Agustian Rina Anindita Rio Bernando Sirait Rio Bernando Sirait Riza Aulia Fitri Rizaldi, Fredy Rizki Sari Eka Putri Rizky Meydina Rohayati, Eneng Rony Polindo Rosalin Putri Lubis Putri Lubis Rosmina Rosmina Rosmina Rosmina Royhisar Martahan Simanungkalit Rukmana, Rendra Rusna Oktaviyani S, Lina Marlina Sabdotomo, Azamu Safira Putri Wulandari Said, Lola Luviana Said, Lola Luviana Salwa Latifa Putri Salwa, Adhelia Putri Samsun, Samsun Sandelia Sandelia Sandy Sandy Santi Dwi Mulyati Santy Wijaya Santy Wijaya Sapto Jumono Saputra Saputra Sari, Ratna Dewi Septiani, Dwi Setia Utami Amien Sharontamiwisa Adel Mangkay Shidky Aygarini Sihaloho, Saut Wolker Simamora, Rof Boys Saroha Simon Petrus Hendrik Hutapea Siswahyudianto Siswantoro, Dodik Sita Ningrum, Ira Siti, syerindika_shyati Sitompul, Sari D Sopianti, Yusi Sri Ambar Wati Sri Nurhayati Stefany Caroline Stellavia Claudia Santosa Suci Ramadhanti Ahad Suharna, Jaka Sulastry Sipayung Sulim, Dewi Siswanti Sunjaya, Robi Susi Susanti Susi Susanti Bambang Suwongso, Imanuel SYAHARANI NADILA MULIANINGRUM Syahla Salsabila Syam Sawal Qamar Syam Sawal Qamar Syamtori, Stanley Syauqina, Aisha Humayro Talaohu, Alma Posyalam Tantri Yanuar Rahmat Syah Temmy Tiara Aninditha Tjahjadi, Effendi Tri Harsanti Mursyid Triyana, Eva Tya Sani Uci Sulandari Uli Lasdao Mara Uus Nursyamsu Vicki Herdiawan Villery Cristina Wahyu Diana Wahyu Diana Wahyudi, Ickhsanto Wahyuni, Cantika Wawan Darmawan Wibisono, Eko Widya Veronika Wijaya, Suryanto Wili Rahma Putra Winda Amelia Winda Amelia Wirdiansyah, R. Dian Wita Yulita Wiwin Gusnia Y, Alia Dwi Yendi Esye Yosua Zega Yuliana Yuliana Yuliana Yuliana Yuliana Yuni Astuti Yusup Setiawan Yusup Setiawan, Yusup Zhafarina Marwanta