Publications and Work in Progress

Please find the full list of my papers on Google Scholar.

My research revolves around four themes: Digital Strategy, Sustainable Digital Transformation, Data Science and Analytics, and Management Information Systems.

​In Digital Strategy, I examine the transformative potential of emerging technologies in traditional sectors, exemplified by integrating automation technologies into the business domain. This shift mirrors the broader digital metamorphosis in conventional industries. In addition, my recent endeavors have amplified the discourse on ethical AI practices in business.

Venturing Sustainable Digital Transformation, I highlight the monumental impact of digital tools on business and the evolving digital landscape of health care. My work in Asia’s fintech domain, particularly crowdlending, emphasizes the significance of trust dynamics and financial inclusivity.

In Data Science and Analytics, I underscore the transformative role of AI and machine learning in decision-making and the indispensable value of data visualization for comprehensive data interpretation. The omnipresence of data analytics informs strategies across enterprises on various scales.

In the Management Information Systems domain, I investigate the synergy between technology and organizational dynamics. This includes analyzing trust in technological platforms and the pandemic-induced evolution of educational strategies. My research also critically examined blockchain technologies’ proliferation and potential disruptions across sectors.

Currently, I am working on diverse research topics in the digital realm. I now delve into the operationalization of Environmental, Social, and Governance (ESG) initiatives using technology, the implications of digital transformation in business, and the ethical challenges posed by AI. I also look at cryptocurrencies’ trust, ethics, and cultural dimensions. Additionally, my research spectrum extends to predictive modelling using advanced algorithms, blockchain in supply chains, and human-algorithmic coexistence in automated decision-making. Furthermore, I also have projects on online lending and the digital trajectory of online platforms. In varying stages, these works range from under review to preparation for submission.

Academic Journals

• 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).

• 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).

• 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).

• 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).

• 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).

• 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).

• 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. (ABDC: B; SJR: Q2).

• 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).

• 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).

• 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: 2).

• 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).

• 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).

• 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).

• 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).

• 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)

• 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).

• 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).

• 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).

• 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).

• 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).

• 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).

• 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).

• 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).

• 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).

• 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).

• 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/Specialist Journals

• Perdana, A., Lee, W.E. (Accepted) Artificial Intelligence and Digital Discrimination: How Accountants Can Contribute Toward Responsible Practices. Strategic Finance.

• Jutasompakorn, P., & Perdana, A. (2021). Crowdlending and Credit Models. Asia-Pacific Research Exchange, June 2021.

• Perdana, A., & Yong, K. (2021). Intelligent Automation. ISCA Journal, May, 39-41.

• Koh, S.K., Perdana, A., Arisandi, D., & Lee, H.H. (2020). Data Analytics Adoption Among Singapore SMEs. ISCA Journal, November, 18-22.

Books/Book Chapters

• 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.

• Perdana, A. (2021). Automasi Proses Robotik: Konsep dan Aplikasi di Akuntansi. Google Play Book.

• Perdana, A. (2020). Data Analytics: Keterampilan Teknis Akuntan dan Auditor di Era Digital. Malang, Indonesia: Madza Media.

Peer-reviewed Conferences/Workshops

• Lee, W.E., Perdana, A. (2023). Effects of Experiential Service Learning on Community Engagement Perception, Sustainability Awareness, and Data Analytics Competency. American Accounting Association Annual Meeting 2023 -Poster Session. Denver, Colorado, USA.

• Perdana, A., Lee, W.E., & Quadrianto, N. (2023). Promoting Ethical and Responsible AI Practices in Accounting. American Accounting Association Annual Meeting 2023 -Poster Session. Denver, Colorado, USA.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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. In European Conference in Information Systems, Portsmouth, United Kingdom.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

Newspapers/Magazines

• Perdana, A. (2023). ‘Fintech’ tak hanya pinjol: Mengenal teknologi finansial dan potensi risikonya di Indonesia. The Conversation Indonesia

• Perdana, A., & Wijaya, D. (2023). Mengapa menghentikan penelitian dan eksperimen terkait teknologi ChatGPT bukan solusi jitu? The Conversation Indonesia

• Syarif, M., & Perdana, A. (2023). BSI terkena serangan siber: pentingnya tata kelola data yang baik bagi perusahaan. The Conversation Indonesia

• Perdana, A. (2021). Kecerobohan Manusia dalam Kebocoran Data. Katadata, Indonesia.

• Perdana, A. (2021). Dalam kebocoran big data mengapa faktor manusia kerap terlupakan. The Conversation, Indonesia.

• Perdana, A. (2017). Remitansi dan Layanan Keuangan Digital. Tirto, Indonesia.

• Perdana, A. (2015). Fase Baru Sistem Informasi Emiten. Bisnis Indonesia, Indonesia.

Non-peer reviewed Conferences

• Wijesooriya, C., Rohde, F., Heales, J., Perdana, A., & Clutterbuck, P. (2018). Organizational Learning Systems for Sustainability. In Applied Learning: Perspectives, Pedagogy and Practice, Singapore.

• Perdana, A., Robb, A., & Rohde, F. (2016). Current XBRL State and Future Research Agenda. In Data Amplified: The Future of Business Reporting, Singapore.

• 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.

• Perdana, A. (2014) Interactive Data Visualizations: An Experimental Study of Nonprofessional Investors’ Perceptions and Decision Outcomes. In 2014 UQBS Research Students’ Colloquium. Brisbane, Australia.

Manuscript Under Review

• Perdana, A, & Tan, S. Harnessing Technologies and Data to Accelerate and Operationalize Environmental, Social and Governance (ESG) Initiatives. Submitted to a book chapter.

• Perdana, A, & Wang, T. (Editors). Digital Transformation in Accounting and Auditing. Expected to be published by Palgrave MacMillan by Summer 2023.

• Perdana, A, Wang, D & Arifin, S. Artificial Intelligence in Accounting: Ethical Challenges and Legal Perspectives. Submitted to a book chapter.

• 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.

• 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

• 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.

• 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.

• Perdana, A, Lee, W.E., & Quadrianto, N. Automated Decision-Making Systems: How Accountants Can Contribute Toward Ethical and Responsible Practices. Submitted to a Journal.

• Jutasompakorn, P., Perdana, A, Yap, L.Y. Discerning the Key Drivers behind Cryptocurrency Transactions: Identifying the Configurational Factors. Submitted to a Journal.

Work in Progress

• Lee, W.E., Perdana, A., Gao, P. Driving Sustainable Success: Unveiling the Influence of Global Reporting Initiatives Membership on Financial and ESG Performances. In preparation for journal submission.

• Perdana, A. Jutasompakorn, P., Carrol, C., Lim, J. The Human Touch in a Digital Era: A Case of Precursor Assurance. In preparation for journal submission.

• Perdana, A. From Clicks to Capital: Unveiling the Catalysts and Configurational Factors of Online Lending Use. In preparation for journal submission.

• Perdana, A., Jutasompakorn, P., & Sutanto, T. Unbox the Black-Box of Credit Scoring Models using Model-Agnostic Explanations. In preparation for journal submission.

• Januarita, R., Alamsyah, I.F., & Perdana, A. Data Governance and Risk Management: A Case of an Indonesian Insurance Company. In preparation for journal submission

• Perdana, A. Redefining Digital Innovation: The Meteoric Rise of ByteDance, the Powerhouse Behind TikTok. In preparation for journal submission