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RESEARCH & PUBLICATIONS

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

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In "Digital Strategy," I explore the transformative impact of emerging technologies in traditional sectors, highlighting the integration of automation into business processes in multiple domains (accounting, education and finance). This reflects a broader shift towards digital transformation across conventional industries. Additionally, my recent work focuses on promoting ethical practices in AI usage within business environments, emphasizing the need for responsible technology deployment to ensure fair and equitable outcomes. This narrative underscores the critical role of digital ethics in shaping the future of industry practices.

 

My research in Data Science and Analytics primarily focuses on the practical applications and challenges of integrating these technologies into various sectors. For example, my work explores the deployment of data analytics in small to medium-sized enterprises, highlighting enablers and inhibitors that affect business performance and value. Other work investigate the effects of data analytics competencies on community engagement and sustainability awareness, as well as the strategic use of machine learning to enhance decision-making in financial platforms. Collectively, these studies provide valuable insights into how data science can be effectively utilized to optimize business processes, improve educational outcomes, and drive technological adoption, showing a critical intersection between analytical techniques and practical business applications.

 

​I also frequently write case studies specializing in digital transformation, cybersecurity, AI, and financial inclusion. With a strong storytelling approach, my cases tackle real-world business dilemmas, making them engaging for both students and practitioners. My case studies work spans diverse industries, from healthcare and finance to e-commerce and cybersecurity, demonstrating versatility and impact. Through compelling narratives and rigorous analysis.​

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I am actively engaged in multifaceted research on digital technologies, spanning ESG integration, trust and ethics in cryptocurrency, AI adoption, financial innovation, and human-algorithm collaboration. My work investigates ESG performance under GRI frameworks, trust and cultural dimensions in cryptocurrency use, and AI’s impact on accounting proficiency and decision-making. I also explore crowdlending engagement, privacy in health data sharing, and fintech’s role in financial inclusion. Additionally, I analyze digital transformation across sectors, including GovTech strategies, inclusive banking, and gig work sustainability. These projects, in various stages of review and preparation, contribute to understanding technology’s evolving role in business and society.

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Academic Journals (Q1 Journals: 17 publications; ABDC Rank A: 12 publications)

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  1. ​Perdana, A., Lee, W.E., Pan, G., Sun, S.P., & Lim, C.Y. (Forthcoming). 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, Lim, C.Y., W.E., Pan, G., & Sun, S.P. (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: Q2; 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: Q2; 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.

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Business/Teaching Cases Publications

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  1. 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).

  2. 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).

  3. 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).

  4. 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).

  5. 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).

  6. 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).

  7. 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).

  8. 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).

  9. 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).

  10. 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).

  11. 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).

  12. 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).

  13. 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).

  14. 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).

  15. 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).

  16. 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

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  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

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  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 Digital Transformation in Accounting and AuditingNavigating Technological Advances for the Future, Arif Perdana, Tawei (David) Wang, Palgrave MacMillan.

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

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  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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.

  9. 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.

  10. 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.

  11. 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.

  12. 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.

  13. 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.

  14. 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.

  15. 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.

  16. 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.

  17. 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.

  18. 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.

  19. 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.

  20. 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.

  21. 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

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  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. 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.

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

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

  6. 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.

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

  8. 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.

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

  10. 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.

  11. Gao, P., Perdana, A. & Lee, T.H. Modeling Financial Competition: Predator-Prey Dynamics of Private Equity and Credit. Submitted to a journal.

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

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

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

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

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

Work in Progress

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  1. Bharathi, S,V.K., Perdana, A., Lee, W.E., Wijesooriya, C. Beyond Accept or Reject: Student Construction of Epistemic Competence Boundaries in AI Assessment. In preparation for journal submission.

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

  3. Gao, P. Perdana, A. Green Mutual Fund: Performance and Sentiment. In preparation for journal submission.

  4. Jutasompakorn, P. Perdana, A. Buy Now, Regret Later? Unpacking Financial Vulnerability in Youth BNPL Usage. In preparation for journal submission.

  5. Christine, G.A.D., Perdana, A., Public Perspectives on Generative AI Copyright Issues: Unsupervised Topic Modeling on Social Media Conversations. In preparation for journal submission.

  6. Bharathi, V., Koshy, D.A., Perdana, A., Enablers and Inhibitors of Gig Work to enable Women Sustainable Employment. In preparation for journal submission.

  7. Tan, J., & Perdana, A., Evaluating the Efficacy of Machine Learning in Predicting Corporate Bankruptcy. In preparation for journal submission.

  8. Perdana, A., Unveiling the Features of Online Loan Applications: Meeting Borrower Needs in the Digital Age. In preparation for journal submission.

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© 2023 by Arif Perdana

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