top of page

RESEARCH & PUBLICATIONS

Research

​

My research revolves around two overarching themes: Digital Strategy and Data Science and Analytics.

In Digital Strategy, I investigate how emerging technologies transform traditional sectors, from accounting and finance to education and government. My work highlights the integration of automation, digital platforms, and artificial intelligence (AI) into core business processes, demonstrating how organizations adapt their strategies in response to disruptive technologies. Increasingly, I emphasize the ethical dimensions of digital transformation, particularly the responsible deployment of AI, ensuring that technology adoption promotes fairness, trust, and accountability across industries.

​

In Data Science and Analytics, I focus on the practical applications and challenges of integrating analytical tools into organizations of varying sizes and sectors. My studies explore data analytics adoption in small and medium-sized enterprises, its impact on business performance, and the role of data-driven capabilities in fostering sustainability awareness and community engagement. I also examine how machine learning and AI are strategically applied to enhance financial decision-making, optimize business processes, and improve educational outcomes. Collectively, these studies illustrate the intersection of analytical methods and real-world business value creation.

​

Across both themes, my academic publications appear in leading journals such as Information & Management; Production, Planning & Control; Electronic Markets; Telematics and Informatics; Technology in Society; International Journal of Accounting Information Systems; Journal of Information Systems; and Accounting Education. My research has contributed to advancing knowledge on digital transformation, ESG integration, algorithmic trust, fintech innovation, and human–algorithm collaboration.

​

Case Studies

​

Alongside academic publications, I have developed a strong portfolio of business cases that bring digital transformation challenges to life for students and practitioners. These cases, published mainly in the Journal of Information Technology Teaching Cases and related outlets in book chapters, combine storytelling with rigorous analysis to illuminate real-world dilemmas at the intersection of business, technology, and society.

My cases span diverse industries and themes, including:

  • Digital transformation in government and healthcare (GovTech Singapore, SingHealth)

  • Financial innovation and inclusion (HesabPay in Afghanistan, Aurora Crowdlending, bKash, Kasikornbank)

  • Cybersecurity threats and data governance (Lazarus Group, TruMe Life)

  • Sustainability and responsible technology use (Haidilao)

  • Strategic adaptability in digital platforms (ByteDance, Zalora, online travel agencies)

These cases not only support classroom learning but also provide insights for executives navigating the complexity of digital disruption.

​

Ongoing Work

​

My current projects extend these trajectories into new directions:

  • ESG and sustainability: Evaluating ESG performance through GRI frameworks and data analytics, exploring paradoxes in ESG investment returns, and analyzing how technologies accelerate ESG adoption.

  • Trust, ethics, and AI: Investigating algorithmic trust in central banking, ethical challenges in AI adoption for accounting and finance, and responsible governance in automated decision-making systems.

  • Digital finance and inclusion: Studying fintech adoption among underserved communities, behavioral shifts due to BNPL services, and machine learning approaches to credit scoring in crowdlending.

  • Human–algorithm collaboration: Assessing how generative AI reshapes accountants’ skills, decision-making, and ethical practices, while exploring broader questions of human–machine augmentation in knowledge work.

  • Healthcare and data governance: Analyzing privacy concerns in health data sharing and the role of AI in pharmacovigilance across the Asia-Pacific.

These ongoing studies reflect a commitment to understanding how digital technologies reshape industries, transform professional practices, and influence societal outcomes, while remaining attentive to governance, trust, and ethics.

​

​

Academic Journals (Q1 Journals: 19 publications; ABDC Rank A: 12 publications)

​

​​

  1. ​Perdana, A., Lee, W.E., Lim, C.Y., Pan, G., & Seow, P.S. (2025). Effects of Ethics and Culture on One’s Trust in Cryptocurrencies: An Inter-Country Configurational Analysis. Telematics and Informatics. (SJR: Q1)
  2. ​Perdana, A., Lee, W.E., Lim, C.Y., Pan, G., & Seow, P.S. (2025). In Crypto We Trust: A Cross-National Comparison of Factors Affecting Trust in Cryptocurrencies. Pacific Asia Journal of the Association for Information Systems (SJR: Q2; ABDC: B; AJG/ABS: 2; JIF: 2). 
  3. Kulkarni, M.S., Bharathi, S.V.K., & Perdana, A, & Kilari, D. (2025). A Quest for Context-Specific Stock Price Prediction:  A Comparison Between Time Series, Machine Learning and Deep Learning Models. SN Computer Science, Vol. 6, Article Number 335 (SJR Q2).
  4. Perdana, A., Arifin, S., Quadrianto, N. (2025). Algorithmic Trust and Regulation: Governance, Ethics, and Social Impact Blueprint for Indonesia's Central Banking. Technology in Society, 81, 102838 (SJR: Q1).
  5. Barikzai, S., Bharathi, S.V.K., Perdana, A. (2025). Digital Learning Initiatives Forging Inclusive Education in Post-Conflict Nations. Cogent Education, 12(1), 2457904 (SJR: Q2).
  6. Jutasompakorn, P., Perdana, A., and Yap, L.Y. (2025). Discerning the Key Drivers behind Cryptocurrency Transactions: Identifying the Configurational Factors. Pacific Asia Journal of the Association for Information Systems, 17(1), 5-29 (SJR: Q2; ABDC: B; AJG/ABS: 2; JIF: 2).

  7. Barathi, S.V.K., Sheth, A., Perdana, A (2024). Examining Employee Perspectives to Embrace Voice Assistant Devices in the Workplace. Journal of Industrial Integration and Management. (SJR: Q1).

  8. Perdana, A. Jiow, H.J. (2024). Crypto-Cognitive Exploitation: Integrating Cognitive, Social, and Technological Perspectives on Cryptocurrency Fraud. Telematics and Informatics, 95. 102191 (SJR: Q1)

  9. Bharathi. S.V.K., Perdana, A., Vivekanand, T. S, Venkatesh V.G., Cheng, Y., & Shi, P.  (2024). From Ocean to Table: Examining the Potential of Blockchain for Responsible Sourcing and Sustainable Seafood Supply Chains. Production, Planning, and Control. (ABDC: A; SJR: Q1; AJG/ABS: 3).

  10. Barikzai, S., Bharathi, S.V.K., & Perdana, A. (2024). Challenges and Strategies in E-Learning Adoption in Emerging Economies: A Scoping Review. Cogent Education, 11(1), 2400415. (SJR: Q2).

  11. Perdana, A., Lee, W.E., & Chu, M.K. (2023). Prototyping and Implementing Robotic Process Automation in Accounting Firms: Benefits, Challenges and Opportunities to Audit Automation. International Journal of Accounting Information Systems, Vol 51, 100641. (ABDC: A; SJR: Q1; AJG/ABS: 2).

  12. 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).

  13. 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).

  14. 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. (SJR: Q2; ABDC: B; AJG/ABS: 2; JIF: 2).

  15. 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).

  16. 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).

  17. 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).

  18. 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).

  19. 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).

  20. 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. (SJR: Q2; ABDC: B; AJG/ABS: 2; JIF: 2).

  21. 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)

  22. 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).

  23. 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. (SJR: Q2; ABDC: B; AJG/ABS: 2; JIF: 2).

  24. 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).

  25. 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).

  26. 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: Q1; ABDC: A; AJG/ABS: 1).

  27. 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: Q1; ABDC: A; AJG/ABS: 1).

  28. 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).

  29. 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).

  30. 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).

  31. 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.

​

​

Business/Teaching Cases Publications

​

  1. Perdana, A., Chu, M.K. (Forthcoming). Environmental Sustainability Meets Digital Transformation: Dilemmas and New Directions. Journal of Information Technology Teaching Cases. (SJR: Q2: AJG/ABS: 1).

  2. Perdana, A., & Mokhtar, I. A. (Forthcoming).  Digital Transformation in Government: Lessons from GovTech Singapore’s Strategy. Journal of Information Technology Teaching Cases. (SJR: Q2: AJG/ABS: 1).

  3. Bharathi, S.V.K., Perdana, A. Barikzai, S., (Forthcoming).  Digital Innovation at the Intersection of Humanitarian Aid and Financial Inclusion: HesabPay's Journey in Afghanistan. Journal of Information Technology Teaching Cases. (SJR: Q2: AJG/ABS: 1).

  4. Perdana, A., Aminanto, M.E., Anggorojati, B. (Forthcoming). Hack, Heist, and Havoc: The Lazarus Group’s Triple Threat to Global Cybersecurity. Journal of Information Technology Teaching Cases. (SJR: Q2: AJG/ABS: 1).

  5. Surbakti, F.P.S., Perdana, A., Indulska, M., Liono, J., Arief, I.B. (Forthcoming). From Data to Decisions: Leveraging AI to Enhance Online Travel Agency Operations. Journal of Information Technology Teaching Cases. (SJR: Q2: AJG/ABS: 1).

  6. Januarita, R. Alamsyah, I.F., & Perdana, A., (Forthcoming). Guardians of Data: TruMe Life’s Continuous Quest for Data Protection. Journal of Information Technology Teaching Cases. (SJR: Q2: AJG/ABS: 1).

  7. Loh, C.M., Perdana, A., & Lee, K.H. (Forthcoming). From Hot Pot to High Tech: Haidilao’s Transformation through Digital Technologies for Sustainable Business in the Restaurant Industry. Journal of Information Technology Teaching Cases. (SJR: Q2: AJG/ABS: 1).

  8. Perdana, A., & Bharathi, S.V.K. (Forthcoming). ByteDance's Global Rise: An Exemplar of Strategic Adaptability and Digital Innovation in a Global Context. Journal of Information Technology Teaching Cases. (SJR: Q2: AJG/ABS: 1).

  9. Perdana, A., Jutasompakorn, P., Carrol, C., & Lim, J. (2025). The Human Touch In A Digital Era: Culture, Technology and Capabilities At Precursor Assurance. Journal of Information Technology Teaching Cases. (SJR: Q2: AJG/ABS: 1).

  10. 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.     (SJR: Q2: AJG/ABS: 1).

  11. 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. (SJR: Q2: AJG/ABS: 1).

  12. 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).

  13. 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).

  14. 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. (SJR: Q2: AJG/ABS: 1).

  15. 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. (SJR: Q2: AJG/ABS: 1).

  16. 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. (SJR: Q2: AJG/ABS: 1).

  17. Wee, T., Perdana, A., Remy, D. (2019). Data Analytics Dilemma at Alpen Hotel. Journal of Information Technology Teaching Cases, 9(2), 58-63. (SJR: Q2: AJG/ABS: 1).

Practitioner Journals

​

  1. Li, P. Morita-Jaeger, Ruiz, J.M., Perdana, A., Arifin, S. (2024). The UK’s data governance regime and the (challenging) data partnership with Indonesia, CITP Briefing Paper 15​, July 29, 2024.

  2. Perdana, A., & Lee, W.E. (2022). AI and Digital Discrimination. Strategic Finance, December

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

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

  5. 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

​

  1. Barikzai, S., Bharathi, S.V.K., & Perdana, A. (Forthcoming). E-Learning as a Pathway to Equity and Inclusion in Afghanistan. In Perdana et al. Inclusive Futures: Lessons from Emerging Contexts on Building Equitable Digital Systems. CRC Press.

  2. Perdana, A., & Karim, R. (Forthcoming). Inclusive AI: Mitigating Algorithmic Discrimination for a Fairer Society. In Perdana et al. Inclusive Futures: Lessons from Emerging Contexts on Building Equitable Digital Systems. CRC Press.

  3. Perdana, A., & Karim, R. (Forthcoming). Technology, Trust, and Transformation: bKash’s Role in Inclusive Finance and Women’s Empowerment. In Perdana et al. Inclusive Futures: Lessons from Emerging Contexts on Building Equitable Digital Systems. CRC Press.

  4. Perdana, A., Jutasompakorn, P., & Kang, W. (Forthcoming).Technology as an Equalizer in Kasikornbank's Inclusive Banking Strategy. In Perdana et al. Inclusive Futures: Lessons from Emerging Contexts on Building Equitable Digital Systems. CRC Press.

  5. Perdana, A., & Bharathi, S.V.K. (Forthcoming). Healthcare Equity Through Technology: The eSanjeevani Journey. In Perdana et al. Inclusive Futures: Lessons from Emerging Contexts on Building Equitable Digital Systems. CRC Press.

  6. Perdana, A., Bharathi, S.V.K., Permanasari, E. & Patil, K. (Forthcoming). The Safety Algorithm: How Safetipin Translates Women’s Experiences into Urban Policy. In Perdana et al. Inclusive Futures: Lessons from Emerging Contexts on Building Equitable Digital Systems. CRC Press.

  7. Perdana, A., and Puspita, S. (Forthcoming). Augmenting Humanity Through Strategic Artificial Intelligence Applications in DEIB. In Perdana et al. Inclusive Futures: Lessons from Emerging Contexts on Building Equitable Digital Systems. CRC Press.

  8. Perdana, A. (Forthcoming). Operationalizing Diversity, Equity, Inclusion and Belonging in the Foundations of Digital Infrastructure. In Perdana et al. Inclusive Futures: Lessons from Emerging Contexts on Building Equitable Digital Systems. CRC Press.

  9. Perdana, A., Bharathi, S.V.K., Karim, R., Arifin, S., & Srivastava, A. (2025). Digital Strategy
    and Governance in Transformative Technologies    . CRC Press.

  10. Surbakti, F.P.S. & Perdana, A. (2025). Peluang dan Tantangan Penggunaan No-Code AI. in Lukas et al. Menyelami Dunia Kecerdasan Artifisial: Eksplorasi Berbagai Perspektif. Atma Jaya Press.

  11. Perdana, A., & Wang, T. Editors. (2024). Digital Transformation in Accounting and Auditing
    Navigating Technological Advances for the Future    . Palgrave MacMillan.

  12. Perdana, A., & Tan, S. (2024)  Harnessing Technologies and Data to Accelerate and Operationalize Environmental, Social and Governance (ESG) Initiatives. In Perdana. A., & Wang, D. Digital Transformation in Accounting and AuditingNavigating Technological Advances for the Future, Palgrave MacMillan.

  13. Perdana, A., Wang, D & Arifin, S. (2024). Artificial Intelligence in Accounting: Ethical Challenges and Legal Perspectives. In Perdana. A., & Wang, D. Digital Transformation in Accounting and AuditingNavigating Technological Advances for the Future, Palgrave MacMillan.

  14. 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.

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

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

Peer-reviewed Conferences/Workshops

​

  1. Perdana, A., Lee., W.E., Gao, P., Li, B. (2025). The REACT Approach to Digital Transformation: A Cross-Sector Analysis of Resource and Capability Integration. American Accounting Association Annual Meeting 2025. Chicago, USA.

  2. Perdana, A., Chu, M.K. Lee, W.E. (2025). Dynamic Organizational Readiness for AI Adoption in Accounting Firms: A Proposed SYNC-AI Model. American Accounting Association Annual Meeting 2025. Chicago, USA.

  3. Tan, J., & Perdana, A. (2024). Using Alteryx to Decode General Ledger For Forensic Accounting Analysis. American Accounting Association (AAA) Intensive Data Analytics Summer Workshop IV, Orlando, Florida, United States of America.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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.

  9. 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.

  10. 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.

  11. 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.

  12. 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.

  13. 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.

  14. 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.

  15. 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.

  16. 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.

  17. 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.

  18. 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.

  19. 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.

  20. 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.

  21. 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.

  22. 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.

  23. 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

 

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

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

  3. 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.

  4. 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

​

  1. Perdana, A., Bharathi, S.V.K., & Lee, W.E. Beyond the Algorithm from the Learner-Centric: Optimizing Human-Computer Interaction in Educational Settings. Revised and Resubmit.

  2. Perdana, A, & Gultom, S.E. From Clicks to Capital: Unveiling the Catalysts of Crowdlending Engagement. Revised and Resubmit.

  3. Perdana, A., Lee, W.E., & Quadrianto, N. Automated Decision-Making Systems: How Accountants Can Contribute Toward Ethical and Responsible Practices.  Revised and Resubmit.

  4. Goh, C., Chu, M.K., Pan, G., Lee, W.E., Perdana, A. Adapting to the AI Age: Skills and Ethics for Future Accountants in a Generative AI World. Revised and Resubmit.

  5. Lee, W.E., & Perdana, A., Gao, P. Examining the ESG performance and Longevity Merits of Adopting Global Reporting Initiative. Revised and Resubmit.

  6. Perdana, A. & Anwar. M. Social Capital, Ecological Rationality and Technological Considerations in Agricultural Digitalization Practices. Submitted to a journal.

  7. Perdana, A., Wangge, G. & Waterson, J. Unlocking the Path from Privacy to Participation: Investigating Factors that Shape Individuals' Intentions in Health Data Sharing. Submitted to a journal.

  8. Perdana, A. Karim, R., Wijaya, D., & Rong, J. Orchestrating Human and Algorithmic Systems in Finance: Sociotechnical and Governance Approaches. Submitted to a journal.

  9. Kusnadi, G., Wangge, G., Perdana., A. Bridging Pharmacovigilance Gaps in Asia-Pacific Through Artificial Intelligence: A Systematic Review. Submitted to a journal.

  10. Zhou, M.J., Yong, K.O., Perdana, A. AI as a Cognitive Augmentation Tool: Redefining Knowledge Work in Accounting. Subimitted to a journal.

  11. Bharathi, S.V.K., Perdana. A., Dashora, C. From Access to Action: What Drives Fintech Adoption Among the Underserved? Submitted to a journal.

  12. Perdana, A., Saputra, M.R. Enhancing Crowdlending Credit Scoring: A Machine Learning Approach Integrating Multiple Psychological Frameworks. Submitted to a journal.

  13. Gao, P. Perdana, A. The ESG Investment Paradox: Why Green Sentiment Drives Flows but Diminishes Returns. Submitted to a journal.

  14. Perdana, A., Lee., W.E., Gao, P., Li, B. The REACT Approach to Digital Transformation: A Cross-Sector Analysis of Resource and Capability Integration. Submitted to a journal.

  15. Jutasompakorn, P. Perdana, A. Digital Temptation: How BNPL Services Reshape Young Consumers’ Financial Behavior. Submitted to a journal.

  16. Perdana, A., Lee, W.E., Chu, M.K. Dynamic Organizational Readiness for AI Adoption in Accounting Firms: A Proposed SYNC-AI Model. Submitted to a journal.

  17. Dorleon, G., Wijesooriya, C., Shujaa, S., Perdana, A. When Constraints Become Catalysts: Privacy, Robustness, and Interpretability in Fair Learning. Submitted to a journal.

  18. Perdana, A., Accommodating Digital Financial Paradoxes: Borrower Strategies in Crowdlending Ecosystem. Submitted to a journal.

  19. Bharathi, V., Koshy, D.A., Perdana, A., Digital Work Motivation Model: A Dual-Theory Framework for Understanding Gig Work Motivation and Sustainability. Submitted to a journal.

  20. Perdana, A. Bharathi, S.V.K. How Generative AI Reconfigures Power, Surveillance, and Epistemic Justice in Higher Education. Submitted to a journal.

  21. Perdana, A., Bharathi, S,V.K., Lee, W.E., Wijesooriya, C. Beyond Accept or Reject: Student Construction of Epistemic Competence Boundaries in AI Assessment. Submitted to a journal.

  22. Perdana, A. Bharathi, S.V.K. The Algorithm and the Farmer: Can Digital Technology Fix India’s Crop Insurance Crisis? Submitted to a journal.

  23. Perdana, A., Deppeler, A., Karim, R., Bharathi, S.V.K., Wijesooriya, C.  Digital Financial Inclusion: Profitable Models from Africa, Asia and the Pacific. Submitted to a journal.

  24. Perdana, A. Hearts and Algorithms: The Human Side of Financial Technology in India. In preparation for journal submission.

Work in Progress

​

  1. Lee, W.E., Perdana, A., Newbern, S. Strategic Technology Selection in a Mission-Driven Organization: Evaluating AI, VR, and Simulation Platforms for Ethics Education. In preparation for journal submission.

  2. Perdana, A., Lee, W.E., Chu, M.K. Digital-Environmental Synergy: How Firms Transform Dual Pressures into Competitive Advantage. In preparation for journal submission.

  3. Perdana, A., Li, P., Wangge, G. Algorithmic Fairness in Context: Liberty, Opportunity, and Well-Being as Ethical Anchors. In preparation for journal submission.

  4. Perdana, A. The Perception Gap: Why Mathematically “Fair” Algorithms Don’t Always Feel Fair. In preparation for journal submission.

  5. Chu, M.K, Yeap, L.H., Perdana, A., Lee, W.E. Advancing Auditor Proficiency with AI: The Dynamic Structuration and Expertise Development Framework. Submitted to a journal.

  6. Lee, W.E., Perdana, A. Artificial Intelligence as a Catalyst for Ethical Development in Accounting: An AI-Enhanced Accounting Ethics Framework. In preparation for journal submission.

  7. Perdana, A. Beyond the Metrics: A Framework for Implementing Substantive Fairness in Machine Learning. In preparation for journal submission.

  8. ​Perdana, A., Deppeler, A., Karim, R., Bharathi, S.V.K. Digital Inclusion Paradox: How Technological Constraints Drive Financial Innovation in Emerging Markets. .In preparation for journal submission.

  9. Wijaya, D., Perdana. A. Balancing Fairness and Accuracy in Hate Speech Detection through Demographic Contextualization. In preparation for journal submission.

​

Upcoming Book Projects

​

  1. Perdana, A., Karim, R., Bharathi., S,V.K., Li, P., Tsang, C-Y. Algorithmic Trust and Governance in Asia.

  2. Mokhtar, I.A., Perdana, A., Arief, S. Digital and Tech-enabled Social Innovation in Asia: Opportunities, challenges and strategies.

  3. Saxena, A., Bharathi, S.V.K., Perdana, A., Balusamy, B., Arunmozhi, M. Agentic AI and Human Collaboration for Digital Transformation in Business Management

blue_white_shadow.png

© 2023 by Arif Perdana

bottom of page