Associate Professor | Author | Speaker
Data Science and Analytics | Digital Technology Strategy | Management Information Systems
PUBLICATION & WORK IN PROGRESS
Academic Journals
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Perdana, A., Lee, W.E., & Chu, M.K. (Forthcoming). Prototyping and Implementing Robotic Process Automation in Accounting Firms: Benefits, Challenges and Opportunities to Audit Automation. International Journal of Accounting Information Systems. (ABDC: A; SJR: Q1; AJG/ABS: 2).
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Perdana, A., Jutasompakorn, P., Chung, S. (2023). Shaping Crowdlending Investors’ Trust: Technology, Social and Economic Exchanges Perspectives. Electronic Markets, 33, Article 25. (ABDC: A; SJR: Q1; AJG/ABS: 2).
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Perdana, A. & Chu, M.K. (2023). Assessing Students’ Learning during Pandemic: Responses
to Crisis Period at Singapore’s Higher Education Institutions. Accounting Education. (SJR: Q1; ABDC: A, AJG/ABS: 2). -
Perdana, A. & Wang, T. (2023). Harnessing Data and Embracing Digital Strategy at Zalora. Journal of Emerging Technologies in Accounting, 20(1),111–123. (ABDC: B; SJR: Q2).
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Perdana, A., & Mokhtar, I.A. (2023). Leveraging Digital Technologies for IT-Enabled Healthcare
Transformation at SingHealth. Journal of Information Technology Teaching Cases, 13(1), 97–103 (AJG/ABS: 1). -
Jutasompakorn, P., Perdana, A., & Balachandran, V. (2023). Enhancing Decision Making with Machine Learning: The case of Aurora Crowdlending Platform. Journal of Information Technology Teaching Cases, 13(1), 58–66 (AJG/ABS: 1).
- Bharathi, S.V.K., Kulkarni, M.S., & Perdana, A. (2023). The Synergy Between Financial Technologies and Financial Inclusion: What We Know and Where We Should Be Heading? Pacific Asia Journal of the Association for Information Systems, 15(1), Article 4. (ABDC: B; AJG/ABS: 2; JIF: 2).
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Lee, W.E., & Perdana, A. (2023). Effects of Experiential Service Learning in Improving Community Engagement Perception, Sustainability Awareness, and Data Analytics Competency. Journal of Accounting Education, 62, 100830 (SJR: Q1; ABDC: B, AJG/ABS: 2).
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Liew, A., O'Leary, D., Perdana, A., & Wang, T. (2022). Digital Transformation in Accounting and Auditing: 2021 International Conference of the Journal of Information Systems Panel Discussion. Journal of Information Systems, 36(3), 177-190. (SJR: Q1; ABDC: A; AJG/ABS: 1).
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Perdana, A., & Arisandi, D. (2022). Automation at Truveil: Business Process Understanding and Analysis in RPA Implementation. Journal of Emerging Technologies in Accounting, 19(2), 141-154. https://doi.org/10.2308/JETA-2021-025 (ABDC: B; SJR: Q2).
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Perdana, A., & Tan, A. (2022). Performing Business Risk Assessment with Real-World Dataset and Data Visualisation. Journal of Information Technology Teaching Cases, 12(1), 96-101. (AJG/ABS: 1).
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Perdana, A., Lee, H-H., Arisandi, D., & Koh, S-K. (2022). Accelerating Data Analytics Adoption in Small and Mid-size Enterprises: A Singapore Context. Technology in Society, 69, 101966. (SJR: Q1, ABDC: B).
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Perdana, A., Lee, H-H., Koh,S-K., & Arisandi, D. (2022). Data Analytics in Small and Mid-size Enterprises: Enablers and Inhibitors for Business Value and Firm Performance. International Journal of Accounting Information Systems, 44, 100547 (ABDC: A; SJR: Q1; AJG/ABS: 2).
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Perdana, A., & Mokhtar, I.A. (2022). Seniors’ Adoption of Digital Devices and Virtual Event Platforms in Singapore during Covid-19. Technology in Society. 68, 101817. (SJR: Q1, ABDC: B).
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Perdana, A., Lee, H-H., & Jutasompakorn, P. (2021). Crowdlending in Asia: Lessons from its Chequered History. Pacific Asia Journal of the Association for Information Systems, 13(4), 97-130. (ABDC: B; AJG/ABS: 2; JIF: 2).
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Lim, C.Y, Perdana, A., & Wong, S.R. (2021). Pursuing Effectiveness and Efficiency: Data Model for Workforce Scheduling at Alvarino. Journal of Information Technology Teaching Cases, 11(1), 14-19. (AJG/ABS: 1).
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Perdana, A., Lee, W.E., & Robb, A. (2021). From Enfant Terrible to Problem-Solver? Tracing the Competing Discourse to Explain Blockchain-Related Technologies’ Diffusion. Telematics and Informatics, 63, 101662. (SJR: Q1; ABDC: C).
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Perdana, A., Robb, A., Balachandran, V., & Rohde, F. (2021). Distributed Ledger Technology (DLT): Its Evolutionary Path and the Road Ahead. Information & Management, 58, 103316. (SJR: Q1; ABDC: A*; AJG/ABS: 3).
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Perdana, A., Gaffoor. J., & Lee, H.H. (2020). Getting Data Analytics on Board at the Cage. Journal of Information Technology Teaching Cases, 10(1), 29-34. (AJG/ABS: 1).
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Wee, T., Perdana, A., Remy, D. (2019). Data Analytics Dilemma at Alpen Hotel. Journal of Information Technology Teaching Cases, 9(2), 58-63. (AJG/ABS: 1)
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Perdana, A., Robb, A., & Rohde, F. (2019). Interactive Data and Information Visualization: Unpacking its Characteristics and Influencing Aspects on Decision-making. Pacific Asia Journal of the Association for Information Systems, 11(4), 1-30. (ABDC: B; AJG/ABS: 2; JIF: 2).
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Perdana, A., Robb, A., & Rohde, F. (2019). Textual and Contextual Analysis of Professionals’ Discourses on XBRL Data and Information Quality. International Journal of Accounting and Information Management, 27(3), 492-511. (SJR: Q2; ABDC: B; AJG/ABS: 2).
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Perdana, A., Robb, A., & Rohde, F. (2019). Interactive Data Visualization for Accounting Information: A Three-Fit Perspective. Behaviour & Information Technology, 38(1), 85-100. (SJR: Q1; ABDC: A; AJG/ABS: 2).
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Perdana, A., Robb, A., Rohde, F., & Birt, J. (2018). Standard Business Reporting Adoption in Australia – Critically Acclaimed, Box Office Flops: Constructivist and Ecological Rationalities in Information Systems Adoption. Australasian Journal of Information Systems, 22. (SJR: Q2; ABDC: A; AJG/ABS: 1).
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Perdana, A., Robb, A., & Rohde, F. (2018). Does Visualization Matter? The Role of Interactive Data Visualization to Make Sense of Information. Australasian Journal of Information Systems, 22. (SJR: Q2; ABDC: A; AJG/ABS: 1).
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Perdana, A., Robb, A., & Rohde, F. (2015). XBRL Diffusion in Social Media: Discourses and Community Learning. Journal of Information Systems, 29(2): 71-106. (SJR: Q1; ABDC: A; AJG/ABS: 1).
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Perdana, A., Robb, A., & Rohde, F. (2015). An Integrative Review and Synthesis of XBRL Research in Academic Journals. Journal of Information Systems, 29(1): 115-153. (SJR: Q1; ABDC: A; AJG/ABS: 1).
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Perdana, A., Robb, A., & Rohde, F (2014). Experimental Research and Multivariate Analysis of Variance (MANOVA) in Information Systems Research - A Meta Review. International Journal of Business Information Systems, 16 (3): 247 - 270. (SJR: Q3; ABDC: C; AJG/ABS: 1).
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Perdana, A., & Achjari, D. (2014). Informational Cascades, Types of Technology and Perceptual Factors in E-Commerce Adoption Decision Making. Alliance Journal of Business Research, 7(1): 2-12.
Practitioner Journals
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Perdana, A., & Lee, W.E. (2022). AI and Digital Discrimination. Strategic Finance, December
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Jutasompakorn, P., & Perdana, A. (2021). Crowdlending and Credit Models. Asia-Pacific Research Exchange, June 2021.
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Perdana, A., & Yong, K. (2021). Intelligent Automation. ISCA Journal, May, 39-41.
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Koh, S-K., Perdana, A., Arisandi, D., & Lee, H.H. (2020). Data Analytics Adoption Among Singapore SMEs. ISCA Journal, November, 18-22.
Books & Book Chapter
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Koh, S.K., Lee, H.H., & Perdana, A. (2023). Data Analytics in an Undergraduate Accountancy Programme: The Spaced Retrieval Method. In Handbook of Big Data and Analytics in Accounting and Auditing, Tarek Rana, Alan Lowe and Jan Svanberg (Eds). Springer.
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Perdana, A. (2021). Automasi Proses Robotik: Konsep dan Aplikasi di Akuntansi. Google Play Book.
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Perdana, A. (2020). Data Analytics: Keterampilan Teknis Akuntan dan Auditor di Era Digital. Malang, Indonesia: Madza Media.
Newspapers/Magazines/Podcast
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Perdana, A. (2023). ‘Fintech’ tak hanya pinjol: Mengenal teknologi finansial dan potensi risikonya di Indonesia. The Conversation Indonesia
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Perdana, A., & Wijaya, D. (2023). Mengapa menghentikan penelitian dan eksperimen terkait teknologi ChatGPT bukan solusi jitu? The Conversation Indonesia
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Syarif, M., & Perdana, A. (2023). BSI terkena serangan siber: pentingnya tata kelola data yang baik bagi perusahaan. The Conversation Indonesia
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Perdana, A. (2021). Kecerobohan Manusia dalam Kebocoran Data. Katadata Indonesia.
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Perdana, A. (2021). Dalam kebocoran big data mengapa faktor manusia kerap terlupakan. The Conversation Indonesia.
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Perdana, A. (2017). Remitansi dan Layanan Keuangan Digital. Tirto, Indonesia.
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Perdana, A. (2015). Fase Baru Sistem Informasi Emiten. Bisnis Indonesia, Indonesia.
Peer-reviewed Conferences/Workshops
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Jutasompakorn, P., Perdana, A., Chung, S. (2022). Trust in Crowdlending: Do Lenders Value Profit, Safety or Platform Quality? International Symposium on Accounting Information Systems, Melbourne, Australia.
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Lee, W. E., Perdana, A., & Robb, A. (2019). From Enfant Terrible to Problem-Solver? Tracing the Competing Discourse to Explain Blockchain-Related Technologies’ Diffusion. In 11th Annual Pre-ICIS Workshop on Accounting Information Systems, Munich, Germany.
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Perdana, A., Koh, S.K., & Lee, H.H. (2019). Equipping Accountancy Students with Data Analytics Competencies. Conference on Teaching and Learning in Accounting (CTLA), American Accounting Association (AAA) Annual Meeting, San Fransisco, United States of America.
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Perdana, A., Jutasompakorn, P., & Tan, J. (2019). Embedding Machine Learning Topics into Focus Areas Modules for Accountancy Students. American Accounting Association (AAA) Intensive Data Analytics Summer Workshop II, Orlando, Florida, United States of America.
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Perdana, A., Koh, S.K. (2019). Equipping Graduate Accountancy Students with Data Analytics Competencies an Integrated Approach. The Asian Conference on Education & International Development, Tokyo, Japan.
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Perdana, A., Gaffoor. J., & Lee, H.H. (2018). Getting Data Analytics on Board: Data Analytics Challenges in a Sports Facilities Rental Company. RMIT Accounting Educators Conference, Melbourne, Australia.
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Perdana, A., Lim, C.Y., & Wong, S.R. (2018). Visualizing a Scheduling System and Its Data Requirements in an Accountancy and Business Advisory Firm. RMIT Accounting Educators Conference, Melbourne, Australia.
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Perdana, A., & Tan, J. (2018) Teaching Visual Analytics in the Accountancy Programme: Contextualizing the Real-world Dataset. American Accounting Association (AAA) Intensive Data Analytics Summer Workshop I, Orlando, Florida, United States of America.
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Trieu, V-H., Cockroft, S., & Perdana, A. (2018). Decision-making Performance in Big Data Era: The Role of Actual Business Intelligence System Use and Affecting External Constraints - Research in Progress. European Conference in Information Systems, Portsmouth, United Kingdom.
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Perdana, A., Robb, A., Balachandran, V., & Rohde, F. (2017). Distributed Ledger Technology (DLT): Its Evolutionary Path and the Road Ahead. In 9th Annual Pre-ICIS Workshop on Accounting Information Systems, Seoul, South Korea.
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Robb, A., Perdana, A., Rohde, F., & Birt, J. (2016). Constructivist and Ecological Rationalities in IS Adoption. In 8th Annual Pre-ICIS Workshop on Accounting Information Systems, Dublin, Ireland.
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Perdana, A., Robb, A., Rohde, F., & Birt, J. (2016). Blockchain, Forensic Accounting, and Research Opportunities. In 4th Forensic Accounting Teaching and Research Symposium, Gold Coast, Australia.
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Perdana, A., Robb, A., & Rohde, F. (2014). A Model of Judgment and Decision Making with Interactive Data Visualization. In 6th Annual Pre-ICIS Workshop on Accounting Information Systems, Auckland, New Zealand.
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Perdana, A., Robb, A., & Rohde, F.H. (2013) Identifying XBRL’s Data Information Quality Dimensions Using Text Mining and Topic Analysis. In 29th- World Continuous Auditing and Reporting Symposium, November 21-22, 2013, Brisbane, Australia.
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Perdana, A., Robb, A., & Rohde, F. (2013). Non-Professional Investors: Impact of XBRL on Perceptions and Performance – Research in Progress. In 5th Annual Pre-ICIS Workshop on Accounting Information Systems, Milan, Italy.
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Perdana, A. (2013). The Impact of Data Information Quality of XBRL-based Financial Statements on Nonprofessional Investors’ Decision Making. In Pacific Asia Conference on Information Systems- Doctoral Consortium, Jeju Island, South Korea.
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Perdana, A. (2011). EXtensible Business Reporting Language (XBRL): Implication on Financial Reporting Paradigm and Supply Chain, A-14 - A-20. In Proceedings of the National Seminar on Application of Information Technology, Yogyakarta, Indonesia.
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Perdana, A., & Achjari, D. (2011). Informational Cascades, Type of Technology and Adoption of E-Commerce: An Experimental Study. In the 2nd International Research Symposium in Service Management, Yogyakarta, Indonesia.
Non Peer-reviewed Conferences
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Wijesooriya, C., Rohde, F., Heales, J., Perdana, A., & Clutterbuck, P. (2018). Organizational Learning Systems for Sustainability. In Applied Learning: Perspectives, Pedagogy and Practice, Singapore.
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Perdana, A., Robb, A., & Rohde, F. (2016). Current XBRL State and Future Research Agenda. Data Amplified: The Future of Business Reporting, Singapore.
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Perdana, A., Robb, A., & Rohde, F (2015). Decision Making with Interactive Data and Information Visualization: A Conceptual Model. In Business Information Systems Cluster Conference, UQ Business School. Brisbane, Australia.
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Perdana, A. (2014) Interactive Data Visualizations: An Experimental Study of Nonprofessional Investors' Perceptions and Decision Outcomes. In 2014 UQBS Research Students' Colloquium. Brisbane, Australia.
Manuscripts Under Reviews
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Perdana, A., Lee, W.E., Pan, G., Sun, S.P., & Lim, C.Y. Trust in Cryptocurrencies: Economic, Social, Technological and Knowledge Influence. Submitted to a journal.
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Perdana, A., Lee, W.E., Pan, G., Sun, S.P., & Lim, C.Y. Ethics, Cultural Dimension and Trust in Cryptocurrency Use: A configurational analysis. Submitted to a journal
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Kulkarni, M.S., Bharathi, S.V.K., & Perdana, A, Kannan, A.K. Stock Price Prediction with Time Series Analysis, Machine Learning and Deep Learning Techniques. Submitted to a Journal.
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Vivekanand, T. S, Bharathi. S.V.K., Perdana, A., Venkatesh V.G, & Shi, P. Farm (Sea) to Plate: An Exploratory Study on the Applicability of Blockchain Applications in Sea-Food Supply Chain. Submitted to a journal.
Work in Progress
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Perdana, A., Lee, W.E., & Quadrianto, N. Automated Decision-Making Systems: How Accountants Can Contribute Toward Ethical and Responsible Practices. In preparation for journal submission.
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Perdana, A., Jutasompakorn, P., & Sutanto, T. Unbox the Black-Box of Credit Scoring Models using Model-Agnostic Explanations. In preparation for journal submission.
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Perdana, A., Wang, D & Arifin, S. Artificial Intelligence in Accounting: Ethical Challenges and Legal Perspectives. In preparation for a book chapter.
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Perdana, A., & Tan, S. Harnessing Technologies and Data to Accelerate and Operationalize Environmental, Social and Governance (ESG) Initiatives. In preparation for a book chapter.
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Perdana, A., & Wang, T. (Editors). Digital Transformation in Accounting and Auditing. Expected to be published by Palgrave MacMillan by Summer 2023.
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Januarita, R., Alamsyah, I.F., & Perdana, A. Data Governance and Risk Management: A Case of an Indonesian Insurance Company. In preparation for journal submission
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Perdana, A. How Crowdlending Investors Make Lending Decisions: A Configurational Analysis. In preparation for journal submission.
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Jutasompakorn, P., Yap, L.Y., & Perdana, A. What Motivates People to Invest in Cryptocurrencies: An fsQCA Analysis. In preparation for journal submission..