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The Impact of Scalability and Consistency Management on Database Management System Performance in Big Data Environment in Indonesia Mardiani, Eri; Sriyeni, Yesi; Sitorus, Astrid Napita; Muthmainah, Hanifah Nurul
The Eastasouth Journal of Information System and Computer Science Vol. 1 No. 02 (2023): The Eastasouth Journal of Information System and Computer Science (ESISCS)
Publisher : Eastasouth Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/esiscs.v1i02.181

Abstract

The swift expansion of technology start-up enterprises in Indonesia demands a deep comprehension of the variables impacting the functionality of Big Data Environments (BDE) and Database Management Systems (DMS). In the context of Indonesian start-ups, this study examines the effects of scalability and consistency management on DMS and BDE. Data from 134 participants were examined using Structural Equation Modeling (SEM-PLS) in a quantitative manner. The findings showed a strong favorable correlation between DMS -> BDE, Scalability -> DMS, and Consistency Management -> DMS. Strong reliability was exhibited by the measurement model, and discriminant validity was verified. While the model fit indices revealed places for improvement, the R Square values indicated an effective explanation of variation. An overview of Indonesian start-up characteristics that is representative was given by the demographic sample study. This research adds knowledge for improving big data and database operations in the dynamic startup environment.
Community-Based Financial Literacy Interventions for Empowering Micro, Small, and Medium Enterprises in Bangka Belitung Kurniati, Ira; Rahmansyah, Nur; Damayanti, Indri; Putri, Lusiana; Sugiyono, Sugiyono; Aisha, Amelia Ayu Nur; Mardiani, Eri
Help: Journal of Community Service Vol. 2 No. 4 (2026): March 2026
Publisher : PT Agung Media Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62569/hjcs.v2i4.254

Abstract

Micro, Small and Medium Enterprises (MSMEs) play a strategic role in driving economic growth and improving community welfare in Belitung Regency, Bangka Belitung Province. However, low levels of financial literacy remain a major obstacle for MSME actors, especially concerning business financial management, transaction recording, and effective financial decision-making. This community service activity adopted a Participatory Action Research (PAR) methodology, conducted as a collaborative training intervention involving the Association of Indonesian Accounting Lecturers (ADAI) and the Belitung Regency Government. The program was attended by 159 participants, including MSME partners, local residents, and regional leaders. The implementation consisted of four systematic stages namely preparation, counseling on simple financial management, interactive discussion and mentoring, and an evaluation utilizing pre-tests and post-tests. The intervention yielded a highly positive response and a measurable improvement in financial management knowledge. Evaluation results demonstrated that the average pre-test score of 44.25% increased sharply to 79.50% in the post-test. This reflects a significant average knowledge increase of 35.25%, successfully bridging the initial gap between passive theoretical knowledge and practical business application. The community-based education effectively raised MSME actors' awareness regarding the importance of financial literacy for making sound, sustainable business decisions. This enhanced capacity provides a strong foundation for better financial choices and supports local economic development. To maximize future community empowerment efforts, providing continuous post-training assistance and integrating user-friendly digital technology for financial record-keeping are highly recommended.
Co-Authors . Syamsulbahri Agung Triayudi Ahmad Salabi Aisha, Amelia Ayu Nur Akbar Ramadhan, Ferdan Al Rizky, Farid Arief Setiawan Arief Yanto Rukmana Arief, Arya Arisanti, Ivon Arundy, Vicky Agnes Aziza, Failasufa Budyarti, Sisca Cahyani, Lidya D.Iwan Riswandi Damau, Unika Oktaviani Damayanti, Indri Darusallam, Ucuk Deny Hidayatullah Deny Hidayatullah Desmana, Satriawan Dewi, A.Ratna Sari Dhema, Salestinus Petrus Dhieka Avrilia Lantana Dhieka Avrilia Lantana Djafri, Novi Djamaludin, Muhammad Ariel Djoko Setyadi Endah Tri Esthi Handayani Endah Tri Esti Handayani Fachry, Fachry Farooq Mujahid, Muhammad Umer Fauziah, F Feliks Anggia Binsar Kristian Panjaitan Fitri, Annisa Amalia Hadiwinata, Daad Halim Mudia Hanifah Nurul Muthmainah Haryaka, Usfandi Hasian, Irene Hendriyani, Mungky Hia, Era Era Ilhamiwati, Mega Ilwandri, Ilwandri Irma Rahmawati Irwansyah Irwansyah Iskandar Fitri, Iskandar Judijanto, Loso Khamaludin, Khamaludin Kurniati, Ira Leonita Sibarani, Magdalena Linda Limbalo, Syifa Sumayyah Azzahrah Lombu, Azzaleya Agashi Mamonto, Jessyka Maqfirah, Poetri AL-Viany Matiala, Tiara Fathulmila Matondang, Nurhafifah Mohammad Edy Nurtamam, Mohammad Edy Mokodenseho, Sabil Mokodompit, Nesa Yuliska Mustafa, Rayhan Nur Hayati Nurfaiz, Kelfin Occe Luciana, Occe Perdana, Muhammad Rizky Podomi, Adelia Pramesti, Komang Mustika Prasetya, Vithalia Rizki Prasetyo, Yoga Dwi Purnata, Alan Putri, Lusiana Putro, Prayogo Dwi Cahyo Raden Mohamad Herdian Bhakti Rahmansyah, Nur Ramadhan, Ferdan Akbar Rasyad, Rizky Zakariyya Ratih Titi Komalasari Rini Fatmawati Riniati, Wa Ode Rizki, Muhammad Romadhoni Romzy , Inayah Sabalius Uhai Santi Diwyarthi, Ni Desak Made Santosa, Tomi Apra Sari Ningsih Sari Ningsih Septya, Sharmila Setiawan Wibowo, Teguh Sitorus, Astrid Napita Sriyeni, Yesi Sugiyarto, Arman Prasojo Sugiyono Sugiyono Suharto Suharto Suhatmojo, Guing Tri Supriyanti, Dedeh Surahmi, Mila Syarifah Hudayah Tesalonika Utami, Eva Yuniarti Utomo, Budi Tri Wardhani, Diky Wibowo, Teguh Setiawan Wijaya, Yunan Fauzi Wulandana, Nabila Puspita Yandri, Delfi Yayat Suharyat Yunan Fauzi Wijaya ZA, Saida Zainurossalamia Zanitha, Dinda Amelia