Digitalization, Emerging Technologies, and Financial Stability: Challenges and Opportunities for the Indonesian Banking Sector and Beyond

Jameaba, Muyanja Ssenyonga (2024): Digitalization, Emerging Technologies, and Financial Stability: Challenges and Opportunities for the Indonesian Banking Sector and Beyond.

Abstract

Today’s financial institutions have to adapt to changing business environment, increasingly demanding and differentiated customer preferences, and digitalization and technological changes. Using a documentary analysis approach, the article navigates the implications of the adoption of distributed ledger technology (BCT) on functions and performance of the general banking sector and financial system stability. Results underscore the role of DLT adoption in fundamentally changing the financial service development and delivery landscape, operations, providers, regulatory regime, and performance. DLT adoption is envisaged to trigger the entry of new non-bank providers, facilitate the development of collaborative financial innovations and operations, adoption of new business models that support open banking principles, maintain the leveraging of Big Data and data analytics. Consequently, banks have a diversified customer base, strengthened capacity and capabilities to leverage customer experience , fostering the development and deployment of financial innovations that bolster competitiveness. Moreover, DLT adoption has the potential to enhance the integrity and authenticity of financial service delivery, reduce vulnerability to cyber insecurity and financial fraud, foster decentralized authentication of financial transactions, increase operational efficiency, lower compliance cost, shorten onboarding of new product offers and customers, accelerate new product development and deployment. Moreover, DLT adoption enables traditional banks to protect their interest and non-interest income sources from new and nimbler players, bolsters banks’ financial intermediation and monetary policy transmission functions, widens banks’ ability to provide wealth custodianship services, fosters the provision of financial payments services to wider, diversified and transboundary clientele, and strengthen bank’s role in maintaining financial system stability

• Item Type: MPRA Paper
• Language: English
• Keywords: Blockchain, CBDC, crypto assets, digitalization, Fintechs, emerging technologies, open banking, P2P lending
• Subjects: E - Macroeconomics and Monetary Economics > E5 - Monetary Policy, Central Banking, and the Supply of Money and Credit > E52 - Monetary Policy; G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages; G - Financial Economics > G2 - Financial Institutions and Services > G28 - Government Policy and Regulation; O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O32 - Management of Technological Innovation and R&D; O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O33 - Technological Change: Choices and Consequences ; Diffusion Processes

References

Abdul-Rahim, R., Bohari, S.A.,Aini Aman, A. & Awang,Z. (2022). Benefit–Risk Perceptions of FinTech Adoption for Sustainability from Bank Consumers’ Perspective: The Moderating Role of Fear of COVID-19. Sustainability 2022, 14(14), 8357; https://doi.org/10.3390/su14148357 Achwan, R. (2007). Microfinance Institution, Social Capital and Peace building: Evidence from West Kalimantan, Indonesia. Center for Research on Inter-group Relations and Conflict Resolution (CERIC), University of Indonesia, Paper presented in 3rd International Conference on Gross National Happiness: Towards Global Transformation World Views Make a difference 22-28 November 2007 Nongkai, Bangkok, Thailand Adrianno, A. (2018). A Short History of Crypto Euphoria. Finance & Development, IMF, June edition, 20-21 . http://www.imf.org/external/pubs/ft/fandd/2018/06/crypto-bubble-historical-analysis-of-financial-crises/adriano.pdf AICPA-CIMA.(2024). From Scorekeeper to Futurist:The Journey to Finance 5.0. https://forms.workday.com/en-us/whitepapers/scorekeeper-futurist-journey-finance-5-0/form.open.html? Aisera.(n.d.). AI in Banking and Finance: Applications, Benefits, and Use Cases. https://aisera.com/blog/generative-ai-in-banking/#:~:text=What%20Does%20Generative%20AI%20mean,tasks%20that%20were%20previously%20laborious. Aiyar, S., Chen,J., Ebeke, C.,Garcia-Saltos,R., Gudmundsson, T., Ilyina, A., Kangur,A.,Kunaratskul,T., Rodriguez, S., Ruta,M., Tatjana,S., Soderberg,G. & Trevino, J.P.(2023). Geoeconomic Fragmentation and the Future of Multilateralism. Staff Discussion Note SDN/ 2023/001, IMF. https://www.imf.org/en/Publications/Staff-Discussion-Notes/Issues/2023/01/11/Geo-Economic-Fragmentation-and-the-Future-of-Multilateralism-52726 Aker, J., Boumnijel, R., McClelland, A., & Tierney, N. (2011). Zap It to Me: The Short-Term Effects of a Mobile Cash Transfer Program. Working Paper No. 263. Washington, D.C.: Center for Global Development. Amelia, Z. (March 23, 2018). Bunga Kredit Fintech Dinilai Mencekik, OJK Akan Evaluasi.Tempo. https://bisnis.tempo.co/read/1072497/bunga-kredit-fintech-dinilai-mencekik-ojk-akan-evaluasi/full&Paging=Otomatis Am, J. B., Furstenthal,L., Jorge,F. & Roth,E. (2020). Innovation in a crisis: Why it is more critical than ever? Strategy & Corporate Finance Practice, McKinsey & Company. https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/innovation-in-a-crisis-why-it-is-more-critical-than-ever. American Institute for Research. (2010). Innovation configurations: Concerns-based adoption model. Retrieved from https://www.air.org/resource/innovation-configurations Amianti G.D. (Friday 27, 2015). Four major banks launch branchless banking program. The Jakarta Post Online edition. (http://www.thejakartapost.com/news/2015/03/27/four-major-banks-launch-branchless-banking-program) Aquilina, M., Jon Frost, J. & Schrimpf, A.(2022). Addressing the risks in crypto: laying out the options. BIS Bulletin No.66. January 13, 2023. Bank for International Settlements. https://www.bis.org/publ/bisbull66.pdf Axway .(2022). API marketplace benefits: What, who, and how. https://resources.axway.com/amplify- enterprise-marketplace-product/infographic-api-marketplace-benefits.pdf Derek, A. (December 19, 2022).Bank of Canada emphasizes need for stablecoin regulation as legislation is tabled. COINTELEGRAPH. https://cointelegraph.com/news/bank-of-canada-emphasizes-need-for-stablecoin-regulation-as-legislation-is-tabled Andersen, J. (2008). A Bottom-Up Perspective on Innovations Mobilizing Knowledge and Social Capital through Innovative Processes of Bricolage. Administration & Society, 40(1): 54-78 Andonni, I.A. (2018). Blockchain As An Application Platform. Forbes Technical council. https://www.forbes.com/sites/forbestechcouncil/2018/05/07/blockchain-as-an-application-platform/#d5922685576e Andreesen, M. (September 16, 2007). The three kinds of platforms you meet on the Internet. Pmarchive Blog. https://pmarchive.com/three_kinds_of_platforms_you_meet_on_the_internet.html Angevine, C., Plotkin, C.L. & Stanley, J. (2018).The secret to making it in the digital sales world: The human touch. May 2018, Marketing & Sales, McKinsey & Company https://www.mckinsey.com/~/media/McKinsey/Business%20Functions/Marketing%20and%20Sales/Our%20Insights/The%20secret%20to%20making%20it%20in%20the%20digital%20sales%20world/The-secret-to-making-it-in-the-digital-sales-world-The-human-touch.ashx Andreesen, M. (September 16, 2007). The three kinds of platforms you meet on the Internet. Pmarchive Blog. https://pmarchive.com/three_kinds_of_platforms_you_meet_on_the_internet.html Aradhana, A., & Daga, A. (March 16, 2018). Grab expands into lending in Southeast Asia via new venture.Finance, Reuters https://sg.yahoo.com/finance/news/grab-forms-venture-japans-credit-saison-lending-services-071121954--finance.html Aria, P. (Tuesday, June 10, 2018). Survei PwC: Perbankan Menganggap Go-Jek Jadi Pesaing Utama . https://www.msn.com/id-id/ekonomi/ekonomi/survei-pwc-perbankan-menganggap-go-jek-jadi-pesaing-utama/ar-AAzPP2o?li=AAfukE3&ocid=wispr Attanasio, O., Augsburg, B., de Haas, R., Fitzsimons, E., & Harmgart, H.(2011). Group Lending or Individual Lending? Evidence from a Randomized Field Experiment in Mongolia. Working Paper W11/20. London: Institute for Fiscal Studies Auer, R., Cornelli, G. & Frost, J.(2020). The Rise of the central bank digital currencies: drivers, approaches and technologies. Working paper No.880. BIS. https://www.bis.org/publ/work880.pdf Badan Kebijakan Fiskal.(December 15, 2022). UU P2SK Resmi Disahkan, Langkah Awal Reformasi Sektor Keuangan. Badan Kebijakan Fiskal, Kementerian Keuangan, RI. https://fiskal.kemenkeu.go.id/baca/2022/12/15/4378-uu-p2sk-resmi-disahkan-langkah-awal-reformasi-sektor-keuangan Banca D’Italia (June 28,2022). Bank of Italy-Communication on Decentralized Technology in Finance and Crypto- assets. https://www.bancaditalia.it.media/approfondimenti/2022/crypto/index.html Bains, P., Ismail, A., Melo, F. & Sugimoto, N. (2022a). Regulating the Crypto Ecosystem: The Case of Unbacked Crypto Assets. FinTech Notes No 2022/007. https://www.imf.org/-/media/Files/Publications/FTN063/2022/English/FTNEA2022007.ashx Bains, P., Ismail, A., Melo, F. & Sugimoto, N. (2022b). Regulating the Crypto Ecosystem: The Case of Stablecoins and Arrangements. FinTech Notes No 2022/008. https://www.imf.org/-/media/Files/Publications/FTN063/2022/English/FTNEA2022008.ashx Banerjee, A. V., & Duflo, E. (2011). Poor Economics. New York: Perseus Books. Banerjee, A. V.,Duflo, E., Glennerster, R., & Kinnan, C. (2010). The Miracle of Microfinance? Evidence from a Randomized Evaluation. Cambridge, Mass.: Abdul Latif Jameel Poverty Action Lab and Massachusetts Institute of Technology, June Bank Indonesia.(2022a). Project Garuda: Navigating the Architecture of Digital Rupiah. https://www.bi.go.id/en/rupiah/digital-rupiah/Documents/White-Paper-CBDC-2022_en.pdf Bank Indonesia.(2022b). Synergy and Innovation: Strengthening Resilience and Revival Towards Advanced Indonesia. Annual Meeting Bank Indonesia. https://www.bi.go.id/en/publikasi/ruang-media/pidato-dewan-gubernur/Documents/Book_PTBI_2022_en.pdf Basri, M.C. (2013). A Tale of Two Crises: Indonesia’s Political Economy JICA-RI Working paper No.57, JICA Research Institute The Second East Asian Miracle?: Political Economy of Asian Responses to the 1997/98 and 2008/09 Crises Bauchet, J., Marshall, C., Starita, L., Thomas, J., & Anna Yalouris, A.(2011). Latest Findings from Randomized Evaluations of Microfinance.Forum 2. Washington, D.C.: CGAP, Financial Access Initiative, Innovations for Poverty Action, and Abdul Latif Jameel Poverty Action Lab. BCBS.(2018).Implications of fintech developments for banks and bank supervisors , Basel Committee on Banking Supervision, Bank for International Settlements, https://www.bis.org/bcbs/publ/d431.pdf Batista, C., & Vicente, P. C. (2012). Introducing Mobile Money in Rural Mozambique: Evidence from a Field Experiment. Universidade Nova de Lisboa, mimeo. Preliminary, October. Berlinger, J. (July 21, 2018). Singapore hack affects 1.5 million -- including Prime Minister. CNN. https://edition.cnn.com/2018/07/20/asia/singapore-hack-intl/index.html BIS.(2022). Second consultation on the prudential treatment of cryptoasset exposures. Basel Committee on Bank Supervision. Bank for International Settlements (BIS). https://www.bis.org/bcbs/publ/d533.pdf BIS.(2020). Central bank digital currencies: foundational principles and core features. Bank for International Settlements, https://www.bis.org/publ/othp33.pdf Blockchain news. (October 17, 2018). Malaysia to Spain: Asian FinTech Completes Ripple Blockchain API Payment. Blockchain news. ccn. https://www.ccn.com/malaysia-to-spain-asian-fintech-completes-ripple-blockchain-api-payment/ Blumenstock, J., Eagle,N., & Fafchamps, M.(2012). Charity and Reciprocity in Mobile Phone Based Giving: Evidence in the Aftermath of Earthquakes and Natural Disasters. Working Paper. Berkeley, Calif.: University of California, Berkeley, October. Buia, C., Heyning, C. & Lander, F.(2018). The risks and rewards of outsourcing. 2018 Mckinsey& Company https://www.mckinsey.com/~/media/McKinsey/Industries/Metals%20and%20Mining/Our%20Insights/The%20risks%20and%20rewards%20of%20outsourcing/The-risks-and-rewards-of-outsourcing.ashx Bowen, G.A.(2009).Document Analysis as a Qualitative Research Method. Qualitative Research Journal, Vol. 9(2): 27-39 Bughin, J. & van Zeebroeck, N. (2017). New Evidence for the Power of Digital Platforms: Incumbents should go on the attack with their own online exchanges. McKinsey Quarterly, McKinsey & Company. https://www.mckinsey.com/~/media/McKinsey/Business%20Functions/McKinsey%20Digital/Our%20Insights/New%20evidence%20for%20the%20power%20of%20digital%20platforms/New-evidence-for-the-power-of-digital-platforms.ashx Buehler, K., Dietz, M., Fumagalli, F., Levy, C., Lund, S., Olivia White, O. & Windhagen, E.(2020). Banking system resilience in the time of COVID-19. Banking and Risk Practices, McKinsey & Company. https://www.mckinsey.com/~/media/McKinsey/Industries/Financial%20Services/Our%20Insights/Banking%20system%20resilience%20in%20the%20time%20of%20COVID%2019/Banking-system-resilience-in-the-time-of-COVID-19-v3.pdf Brummer, C. (August 20, 2019).IMF embraces new central bank digital currencies. IMF officials talk digital currency in the latest Fintech Beat podcast. Roll-call, Fintech Beat, Episode 15 (Credit: krblokhin/ iStock). Podcasts https://www.rollcall.com/news/podcasts/imf-embraces-new-central-bank-digital-currencies Retrieved on August 21, 2019. Brune, L., Giné, X., Goldberg,J., & Yang, D.(2013). Commitments to Save: A Field Experiment in Rural Malawi. http://econweb.umd.edu/~goldberg/docs/bggy_mwisavings.pdf Burgess, R., & Pande, R. (2005). Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment. American Economic Review, 95(3): 780–95 Cahyani, D. R. (2018).Nasabah Fintech Diteror di Medsos Karena Telat Bayar Utang , TEMPO.CO. https://bisnis.tempo.co/read/1137636/nasabah-fintech-diteror-di-medsos-karena-telat-bayar-utang Canellis, D. (July 3, 2018). Deutsche Bank, HSBC, and IBM are testing blockchain-powered bank transfers. The Next Web, https://thenextweb.com/hardfork/2018/07/03/blockchain-bank-ibm/ Carmichael, S.G.(February 05, 2024). Mass Layoffs Shouldn’t Be Routine. Bloomberg. https://www.bloomberg.com/opinion/articles/2024-02-05/mass-layoffs-have-become-alarmingly- routine Carson, B., Romanelli, G., Walsh, P. & Zhumaev, A. (2018). Blockchain beyond the hype: What is the strategic business value? Digital McKinsey, McKinsey & Company. https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/blockchain-beyond-the-hype-what-is-the-strategic-business-value Capozzi, M., Khanna, S.& Taraporevala, Z. (2007). Innovation in financial services: A McKinsey Global Survey. https://innovationdevelopment.org/sites/default/files/innovationinfinservicesmckinsey.pdf Cecchetti, S. G., & Kharroubi, E.(2012). Reassessing the Impact of Finance on Growth. Working Paper No. 381. Basel: Bank of International Settlements, July. Chandra, A.A.(July 07, 2018). Ingat-ingat, Ini 64 Fintech yang Sudah Terdaftar di OJK. DetikFinance, Detik.com., https://finance.detik.com/moneter/d-4103097/ingat-ingat-ini-64-fintech-yang-sudah-terdaftar-di-ojk Celner, A.(2020). Bank of 2030: Transform boldly. https://www.deloitte.com/global/en/Industries/financial-services/perspectives/bank-of-2030-the-future-of-banking.html Chaparro, F.(August 17, 2018).Crypto exchanges are set to rake in twice as much money as last year even though bitcoin is down 51%. Business Insider US. https://www.businessinsider.sg/bernstein-research-says-crypto-exchanges-are-set-to-rake-in-more-money-than-last-year Ciscel, D., &. Heath, J. (2001). To Market, to Market: Imperial Capitalism Destruction of Social Capital and the Family. Review of Radical Political Economics 33(4): 401-414. Claessens, S., Kose, M. A., Laeven, L. & Valencia, F.(2013). Understanding financial crises: Causes, consequences, and policy responses. KOÇ University-Tüsiad economic research forum working paper series. Claessens, S., Kose, M. A. & Terrones, M. E. (2013). The Recent Global Financial Crisis:How Similar? How Different? How Costly? in S. Claessens, M. A. Kose, L. Laeven,and F. Valencia, eds., Financial Crises, Consequences, and Policy Responses, IMF. Clover, J. (May 9, 2022).mmWave vs. Sub-6GHz 5G iPhones: What's the Difference? MaCrumors. https://www.macrumors.com/guide/mmwave-vs-sub-6ghz-5g/#:~:text=There%20are%20two%20kinds%20of,experience%20for%20the%20time%20being. CoinEx. (September 12,2023). CoinEx Updates on Recent Hot Wallets Hack. https://coinex.medium.com/coinex-updates-on-recent-hot-wallets-hack-780a600dc846 Cole, S., Giné, X., Tobacman, J., Topalova, P., Townsend, R., & Vickery, J.(2013). Barriers to Household Risk Management: Evidence from India. American Economic Journal-Applied Economics, 5 (1): 104–35. Crosby, M., Nachiappan, Pattanayak, P., Verma, S. & Kalyanaraman, V. (2015). BlockChain Technology: Beyond Bitcoin, Sutardja Center for Entrepreneurship & Technology Technical Report, Sutarja Center for Entrepreneurship & Technology, Berkeley Engineering, University of Califormia, Berkeley http://scet.berkeley.edu/wp-content/uploads/BlockchainPaper.pdf Castro,A., Machado,J., Roggendorf, M., & Soller, H.(2020). How to build a data architecture to drive innovation—today and tomorrow. Technology, McKinsey& Company. https://www.mckinsey.com/~/media/McKinsey/Business%20Functions/McKinsey%20Digital/Our%20Insights/How%20to%20build%20a%20data%20architecture%20to%20drive%20innovation%20today%20and%20tomorrow/How-to-build-a-data-architecture-to-drive-innovation.pdf Cazzaniga, M., Jaumotte, F., Li, L., Melina, G., Panton, A. J., Pizzinelli,C., Rockall, E. & Tavares, M. M.(2024). Gen-AI: Artificial Intelligence and the Future of Work. IMF Staff Discussion Notes SDN/2024/001. https://www.imf.org/-/media/Files/Publications/SDN/2024/English/SDNEA2024001.ashx Crawley, J. (November 30,2022). LedgerX to Make $175M Available for FTX Bankruptcy Proceedings. Bloomberg https://www.coindesk.com/business/2022/11/30/ledgerx-to-make-175m-available-for-ftx-bankruptcy-proceedings-bloomberg/ Cribb R. & Colin, B. (1999). Modern Indonesia: A History Since 1945, London and NY Cull, R., Ehrbeck, T. & Holle, N.(2014). Financial Inclusion and Development: Recent Impact Evidence. CGAP, Focus Note, No. 92, April 2014 https://www.cgap.org/sites/default/files/FocusNote-Financial-Inclusion-and-Development-April-2014.pdf Databricks.(undated). Retrieval Augmented Generation. https://www.databricks.com/glossary/retrieval- augmented-generation-rag#:~:text=An%20easy%20and%20popular%20way,augmented%20context%20for%20the%20LLM. Dataiku.(2024). AI, Today in Financial Services, Banking & Insurance: Survey Report. https://content.dataiku.com/benchmarking-toolkit-banks? Decambre, M. (August 20, 2019). Facebook already faces ‘the first real competitor’ to crypto Libra. Marketwatch.https://www.marketwatch.com/story/facebook-already-faces-the-first-real-competitor-to-crypto-libra-2019-08-20 Deepti, S. (January 20, 2023). Genesis crypto-lending units file for bankruptcy protection. TECHINASIA. https://www.techinasia.com/genesis-crypto-lending-units-file-bankruptcy-protection. Demetriades, P. O., & Law, S.H.(2006). Finance, Institutions and Economic Development. International Journal of Finance and Economics 11(3): 245–60. Demirgüç-Kunt, A., Klapper, L., Singer, D., Saniya , A. & Hess, J. (2017). The Global Findex Database 2017: Measuring Financial Inclusion and the Fintech Revolution. The World Bank Group . https: //globalfindex.worldbank.org Das, S. (2017). Banking on Disruption: Digitization, FinTech and the future of retail banking. Christensen Institute and TATA Consultancy Services https://www.christenseninstitute.org/wp-content/uploads/2017/06/Digitization-FinTech-and-the-future-of-retail-banking-1.pdf David, P. D. (2002). Capital and the Determinants of Poverty and Social Exclusion, London School of Economics & Political Science (LSE) http://sticerd.lse.ac.uk/dps/case/cp/CASEpaper60.pdf Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340 Davis, F. D. (1985). A technology acceptance model for empirically testing new end-user information systems: Theory and results. (Doctoral dissertation), Massachusetts Institute of Technology. del Castillo, M(December 19, 2022). Visa Proposal Would Bring Ethereum Users One Step Closer To Being Their Own Bank. Forbes. https://www.forbes.com/sites/michaeldelcastillo/2022/12/19/visa-proposal-would-bring-ethereum-users-one-step-closer-to-being-their-own-bank/?sh=3e5fc5421b54 Diamond, S.,Drury, N., Lipp, A., Marshall, A., Ramamurthy, S. and Wagle L. (2019). Banking on the Platform, Research Insights. IBM Institute for Business Value Dietz,M., Kincses,A., Seshadrinathan,A. & Yang , D.(2022). McKinsey’s Global Banking Annual Review.McKinsey & Company. https://www.mckinsey.com/industries/financial-services/our-insights/global-banking-annual-review? Diga, K. C. B., Akorli, F. K., & Bar, F.(2014). Mobile phones and the food price crisis in Rwanda, in ICT Pathways to Poverty Reduction: Empirical evidence from East and Southern Africa , Edith Ofwona Adera, Timothy M. Waema, Julian May, Ophelia Mascarenhas, and Kathleen Diga (eds) , IDRC , 2014 Digalaki, N. (February 3, 2022). The impact of artificial intelligence in the banking sector & how AI is being used in 2022. The Insider, Finance, Business Insider. https://www.businessinsider.com/ai-in-banking-report Deutsche Börse Group. (2016). Hyperledger Case Study. https://www.hyperledger.org/wp- content/uploads/2018/03/Hyperledger_CaseStudy_DeutscheBorse_FINAL.pdf Dietz, M., Hamvai, R., Jenkins, P., Radnai, M. & Yee, M. (2018). Deep insights, broad solutions: How banks can win in the vast housing ecosystem. Global Finance, McKinsey & Company https://www.mckinsey.com/industries/financial-services/our-insights/deep-insights-broad-solutions-how-banks-can-win-in-the-vast-housing-ecosystem? Dietz, M., Lemerle, M., Mehta, A., Sengupta,J. & Zhou, N. (2017).Remaking the bank for an ecosystem world. Financial Services, McKinsey & Company. Digalaki, E.(2019).How AI is being used in 2020. BusinessInsider Intelligence Report. https://www.businessinsider.com/ai-in-banking-report Di Giovanni, J., Gottselig, G., Jaumotte, F., Luca Antonio Ricci, L.A. & Tokarick,S.(2008). Globalization: A Brief Overview. Issues Brief. IMF. https://www.imf.org/external/np/exr/ib/2008/pdf/053008.pdf Dormant, D. (2011). The Chocolate Model of Change. San Bernadino, CA Doshi, S., Kwek, J. & Lai, J. (2019). Advanced analytics in asset management: Beyond the buzz. Financial Services, McKinsey & Company. https://www.mckinsey.com/industries/financial- services/our-insights/advanced-analytics-in-asset-management Dupas, P., & Robinson, J.(2013a). Savings Constraints and icroenterprise Development: Evidence from a Field Experiment in Kenya. American Economic Journal—Applied Economics 5 (1): 163–92 Dupas, P., & Robinson, J. (2013b). Why Don’t the Poor Save More? Evidence from Health Savings Experiments. The American Economic Review 103 (4): 1138–1171 Eckermann S.,Heidegger, H., Röhrig, M., Santos, S. & Zahn, C. (2018). Building the corporate bank of the future. May 2018. McKinsey & Company. https://www.mckinsey.com/industries/financial-services/our-insights/building-the-corporate-bank-of-the-future? Eloksari, E. A. (November 11, 2020). Indonesian internet users hit 196 million, still concentrated in Java: APJII survey , The Jakarta Post. https://www.thejakartapost.com/news/2020/11/11/indonesian-internet-users-hit-196-million-still-concentrated-in-java-apjii-survey.html. EU. (May 2018). Regulation (EU) 2016/679 of the European Parliament and the Council of 27 April 2016. https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32016R0679 Ericsson (2022). Ericsson Mobility Report, November 2022. ERICSSON. https://www.ericsson.com/en/reports- and-papers/mobility-report EY. (2016). Blockchain in health: How distributed ledgers can improve provider data management and support interoperability. https://www.hyperledger.org/wp-content/uploads/2016/10/ey-blockchain-in-health.pdf Richter, F. (June 25, 2018). More Likely to Vent Than to Recommend? Customer Experience. Statista. https://www.statista.com/chart/14405/sharing-of-customer-experiences/ FDATA.(2019). Opportunities in Open Banking. FDATA North America. https://fdata.global/.../FDATA-Open-Banking-in-North-America-US-version.pdf Feinstein,B.D. & Werbach, K.(2021). The Impact of Cryptocurrency Regulation on Trading Markets. Journal of Financial Regulation, 2021, 7, 48–99. doi: 10.1093/jfr/fjab003 Fernández-Macías, E. (2018). Automation, digitalisation and platforms:Implications for work and employment Digital age. Eurofound. https://www.eurofound.europa.eu/sites/default/files/ef_publication/field_ef_document/ef18002en.pdf Financial Stability Forum(FSF).(2009). Report of the Financial Stability Forum on Addressing Procyclicality in the Financial System. https://www.fsb.org/2009/04/report-of-the-financial-stability-forum-on-addressing-procyclicality-in-the-financial-system/ Fleming, O., Fountaine, T., Henke, N, & Saleh. T.(2018). Ten red flags signaling your analytics program will fail. McKinsey Analytics, McKinsey & Company https://www.mckinsey.com/business-functions/mckinsey-analytics/our-insights/ten-red-flags-signaling-your-analytics-program-will-fail? FSB (July 11,2022). FSB issues statement on the international regulation and supervision of crypto-asset activities. Press Release. Financial Standards Board. https://www.fsb.org/2022/07/fsb-issues-statement-on-the-international-regulation-and-supervision-of-crypto-asset-activities/ FSB.(2020). BigTech Firms in Finance in Emerging Market and Developing Economies: Market developments and potential financial stability implications. Financial Stability Board (FSB). https://www.fsb.org/wp-content/uploads/P121020-1.pdf FSB. (May 28, 2019). Cyber Incident Response and Recovery: Progress Report to the G20 Finance Ministers and Central Bank Governors meeting in Fukuoka, 8-9 June 2019. Financial Stability Board. https://www.fsb.org/2019/05/cyber-incident-response-and-recovery-progress-report-to-the-g20-finance-ministers-and-central-bank-governors/ FSB.(2009). Declaration on Strengthening the Financial system, London Summit, 2 April 2009, https://www.mofa.go.jp/policy/economy/g20_summit/2009-1/annex2.html FSB.(2019). Crypto-assets: Work underway, regulatory approaches and potential gaps. Financial Stability Board. https://www.fsb.org/2019/05/crypto-assets-work-underway-regulatory-approaches-and-potential-gaps/ Franco,L., Garcia, A.L., Husetovic, V.& Lassiter, J. (2020). Does Fintech Contribute to Systemic Risk? Evidence from the US and Europe. ADBI Working paper 1132. Tokyo: Asian Development Bank Institute : https://www.adb.org/publications/does-fintech-contribute-systemic-risk-evidence-us-europe FTC. (July 23, 2019). Equifax, Inc. Federal Trade Commission. ttps://www.ftc.gov/enforcement/cases- proceedings/172-3203/equifax-inc Fudenberg, D., & Maskin, E. (1996). The Folk Theorem in Repeated Games with Discounting or with Incomplete Information. Econometrics 54, 533-556. Fung, B. (July 25, 2019). Facebook will pay an unprecedented $5 billion penalty over privacy breaches. CNN Business. https://edition.cnn.com/2019/07/24/tech/facebook-ftc-settlement/index.html G20 Information Centre. (2009). G20 Leaders Statement: The Pittsburgh Summit. http://www.g20.utoronto.ca/2009/2009communique0925.html Ganbold,S. (December 12, 2022).Online population in APAC 2017-2022. Statista. https://www.statista.com/statistics/1040574/apac-number-of-online-users/ Geddie, J. (2020). Singapore says blockchain payments project ready for commercial rollout. Reuters. https://www.reuters.com/article/us-singapore-cenbank-blockchain/singapore-says-blockchain-payments-project-ready-for-commercial-rollout-idUSKCN24E08A Gałkowski, A. & Podgajny, Michał.(2019). PSD2 and Open Banking: Revolution or evolution? KPMG Poland. https://assets.kpmg/content/dam/kpmg/pl/.../pl-Raport-PSD2-i-Open-Banking-ENG.pdf Galvin, J., LaBerge,L. & Williams, E.(2021). The new digital edge: Rethinking strategy for the postpandemic era. McKinsey Digital, McKinsey & Company. https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-new-digital-edge-rethinking-strategy-for-the-postpandemic-era Gandolfo, N.& Simic, G. (2022). Diving into Financial Services in Indonesia. Sustainalytics Corporate Solutions, Indonesia Stock Exchange Collaboration Webinar Series, Morningstar Sustainalytics. November 1, 2022. Goergieva, K. (2020). Strategy of Recovery: A Conversation with IMF Managing Director Kristalina Georgieva A Virtual Event hosted by Réka Szemerkényi of the Center for European Policy Analysis (CEPA). Center for European Policy Analysis. https://www.cepa.org/strat egy-of-recovery Grant, A.(2018). Doing Excellent Social Research with Documents. Practical Examples and Guidance for Qualitative Researchers. Routledge. Gordon, T. & Bell, M.(2022). How can corporate reporting bridge the ESG trust gap? Ernest & Young(EY). https://www.ey.com/en_us/assurance/how-can-corporate-reporting-bridge-the-esg-trust-gap? Gray, D. (2010). Macrofinancial Risk Analysis Using Contingent Claims Analysis (CCA) for Financial Stability, Linking Financial Sector to Monetary Policy Models. Risk Management Department, IMF Green,M.S. (May 14, 2018). HSBC is shaking up a centuries-old industry using blockchain. http://www.businessinsider.com/hsbc-ing-blockchain-trade-finance-cargill-soybeans-2018-5?r=UK&IR=T Gregg, B., Heller, J., Perrey, J. & Tsai, J. (2018). The most perfect union: Unlocking the next wave of growth by unifying creativity and analytics. McKinsey on Marketing & Sales, McKinsey & Company https://www.mckinsey.com/~/media/McKinsey/Business%20Functions/Marketing%20and%20Sales/Our%20Insights/The%20most%20perfect%20union/The-most-perfect-union-Unlocking-the-next-wave.ashx GPFI. (2016). G20 High-Level Principles for Digital Financial Inclusion. Global Partnership for Financial Inclusion and G20 2016 China. https://www.gpfi.org/sites/default/files/G20%20High%20Level%20Principles%20for%20Digital%20Financial%20Inclusion.pdf Grinberg, A. (2017). PSD2 opportunities in leveraging banking API data and categorising financial transactions. http://www.ewise.com/single-post/2017/09/28/PSD2-opportunities-in-leveraging-banking-API-data-and-categorising-financial-transactions Gouw, A. (2015). Indonesian Mobile Market Research Dec 2014. https://www.slideshare.net/andryan1/indonesia-mobile-market-research-dec-2014 Green, E.G.T, & Paez, D.(2005). Variation of Individualism and Collectivism within and between 20 Countries a Typological Analysis. Journal of Cross Cultural Psychology, 36(3): 321-339 Gregory, Unruh.(2014).MasterCard Pins Down the Cash Economy Big Idea: Sustainability Blog March 24, 2015 ,MIT SLoan Corporate Social Responsibility, Digital Solutions, Technological Innovation REPRINT #: W36193 http://sloanreview.mit.edu/article/mastercard-pins-down-the-cash-economy Ham, M. (2018 ). Theories of Innovation Adoption and Real-World Case Analyses. In Driving Educational Change: Innovations in Action A. Correia,(eds.). https://ohiostate.pressbooks.pub/drivechange/chapter/chapter-1/ Han, R. & Melecky, M. (2014). Financial Inclusion for Financial Stability: Access to Bank Deposits and the Growth of Deposits in the Global Financial Crisis, Policy Research Working Paper 6577, The World Bank Development Economics Hannig, A., and S. Jansen. 2010. Financial Inclusion and Financial Stability: Current Policy Issues. ADBI Working Paper 259. Tokyo: Asian Development Bank Institute. Available: http://www.adbi.org/working-paper/2010/12/21/4272.financial.inclusion.stability.policy.issues/

Hartomo,G. (March 10, 2020). Skandal Jiwasraya Rugikan Negara Rp 16 Triliun Terbongkar, KBUMN Apresiasi dan Dukung Kejagung. OkeZone.com/OKEfinance http://economy.okezone.com/read/2020/03/10/320/2181278/skandal-jiwasraya-rugikan-negara-rp16-trilliun-terbongkar-kbumn-apresiasi--dan-dukung-kejagung Heriani, F.N.(December 15, 2022). Resmi Disahkan, Ini Dua Belas Pokok Aturan Industri Keuangan di UU PPSK. Hukinonline.com. https://www.hukumonline.com/berita/a/resmi-disahkan--ini-dua-belas-pokok-aturan-industri-keuangan-di-uu-ppsk Higginson, M., Lorenz, J., Münstermann, B. & Olesen, P. B. (2017). The promise of blockchain. Financial Services, McKinsey & Company, https://www.mckinsey.com/industries/financial-services/our-insights/the-promise-of-blockchain IBM.(undated). Basic blockchain security. International Business Machines (IBM). https://www.ibm.com/topics/blockchain-security IBM & Ponemon Institute. (2018). 2018 Cost of a Data Breach Study: Global Overview. IBM & Ponemon Institute LLC https://public.dhe.ibm.com/common/ssi/ecm/55/en/55017055usen/2018-global-codb-report_06271811_55017055USEN.pdf IDBR. (2017). Applications of Block Chain technology to Banking and Financial Sector in India .White Paper, Published by Institute for Development and Research in Banking Technology, Reserve Bank of India. https://monetago.com/wp-content/uploads/2017/01/BCT.pdf IMF.(2000). Indonesia: Selected Issues. IMF Country Report No. 00/132, International Monetary Fund. www.imf.org/external/pubs/ft/scr/2000/cr00132.pdf ISDA.(2023).Navigating Bankruptcy in Digital Asset Markets: Netting and Collateral Enforceability. https://www.isda.org/2023/01/26/navigating-bankruptcy-in-digital-asset-markets-netting-and-collateral-enforceability/ Jack, W.,& Suri, T.(2014). Risk Sharing and Transactions Costs: Evidence from Kenya’s Mobile Money Revolution. American Economic Review 104(1): 183–223. Jahan, S., & McDonald, B. (2011). A Bigger Slice of a Growing Pie. Finance and Development, 66, September. Washington, D.C.: International Monetary Fund. Janzen, S. A., & Carter, M.R. (2013). After the Drought: The Impact of Microinsurance on Consumption Smoothing and Asset Protection. NBER Working Paper No. 19702. Cambridge, Mass.: National Bureau of Economic Research, December. Jimi, S.(2018). Blockchain: How a 51% attack works (double spend transaction). https://medium.com/coinmonks/what-is-a-51-attack-or-double-spend-attack-aa108d... J.P. Morgan.& Wyman, O.(2016). Unlocking Economic Advantage with Blockchain A guide for asset managers. https://www.jpmorgan.com/jpmpdf/1320706695973.pdf Kagan, J. (2019). Financial Technology – Fintech. Investopedia. https://www.investopedia.com/terms/f/fintech.asp Karlan, D., Osei-Akoto, I., Osei, R., and Udry, C. (2014). Agricultural Decisions after Relaxing Credit and Risk Constraints. Quarterly Journal of Economics (2014), 597–652. doi:10.1093/qje/qju002. Karim, S., El-Darwiche,B., Friedrich, R. & Singh, M.(2012). Maximizing the Impact of Digitization. PWC https://www.strategyand.pwc.com/media/file/Strategyand_Maximizing-the-Impact-of-Digitization.pdf Kaur, D.(December 20, 2019). Peer to Peer Lending Regulations in India.Swarit Advisors. https://swaritadvisors.com/learning/peer-to-peer-lending-regulations/ Karnowsk , S.(July 11, 2022). Crypto plunge is cautionary tale for public pension funds. AP. https://apnews.com/article/cryptocurrency-technology-blockchain-government-and-politics Katz, A. (January 28, 2019). The Cost of Dirty Money. Bloomberg. https://www.bloomberg.com/graphics/2019-dirty-money/?cmpid=socialflow-twitter- business&utm_medium=social&utm_source=twitter&utm_content=business&utm_campaign=socialflow-organic Kosciejew, M (2021). Documentary Research in the Social Sciences, by Malcolm Tight. SAGE. 2019. Book Review, Journal of Applied Social Science,2021, Vol. 15(1) 157–162 Kazeem, Y. (August 01, 2019).Nigeria’s largest mobile operator is about to become a bank. QUARTZAFRICA. https://qz.com/africa/1679567/mtn-to-kick-start-mobile-money-in-nigeria/?utm_source=YPL&yptr=yahoo Kehunde, R.(February 02, 2023). Taxation, gender, and internet access: lessons from Uganda. Globaldev. https://globaldev.blog/blog/taxation-gender-and-internet-access-lessons-uganda Kellezi,D., Boegelund,C., Weizhi Meng, W.(2019). Towards Secure Open Banking Architecture: An Evaluation with OWASP. Conference: International Conference on Network and System Security (NSS). DOI: 10.1007/978-3-030-36938-5_11 Kellezi, D., Boegelund,C.,& Weizhi Meng, W.(2021). Securing Open Banking with Model-View-Controller Architecture and OWASP. Hindawi Wireless Communications and Mobile Computing, Volume 2021, 1-13. https://doi.org/10.1155/2021/8028073 Kelly, H. (August 21, 2018). Google's data collection is hard to escape, study claims.CNNTech. https://money.cnn.com/2018/08/21/technology/google-data-collection/index.html Kelly, H.(July 08, 2019). OpenSignal: US has the fastest 5G peak speeds. https://www.rcrwireless.com/20190708/5g/opensignal-us-has-the-fastest-5g-peak-speeds

Kiff, J.(2019). Countries Where Retail Central Bank Digital Currency is Being Explored. https://www.linkedin.com/pulse/countries-where-retail-central-bank-digital-currency-being-john-kiff/ Khalpal, A. & Lee, J.(September 20, 2022). South Korea seeks to freeze $62 million of bitcoin linked to crypto founder Do Kwon as manhunt continues.CNBC. https://www.cnbc.com/2022/09/28/do-kwon-manhunt-south-korea-seeks-to-freeze-bitcoin-linked-to-ust-luna-founder.html Khanna, S. & Martins, H. (2018). Six Strategic choices for banks in the digital age. McKinsey& Company https://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/six-digital-growth-strategies-for-banks Khanna, S. (2014). The Bank of the Future. McKinsey&Company, November 2014. https://www.mckinsey.com/~/media/McKinsey/Industries/Financial%20Services/Our%20Insights/The%20bank%20of%20the%20future/The%20bank%20of%20the%20future.ashx Kharpal, A. (August 07, 2018). Bitcoin market share is at the level it was just after it hit its near-$20,000 record high. https://www.cnbc.com/2018/08/07/bitcoin-market-share-near-level-when-price-hit-record-high.html Kiernan, P. (December 8, 2022).SEC Asks Public Companies for More Information About Crypto Exposure. Wall Street Journal (WSJ). https://www.wsj.com/articles/sec-asks-public-companies-for-more-information-about-crypto-exposure-11670531943 Klein, G., Shtudiner, Z. & Zwilling, M . (2021). Why do peer-to-peer (P2P) lending platforms fail? The gap between P2P lenders' preferences and the platforms’ intentions. Electronic Commerce Research https://link.springer.com/article/10.1007/s10660-021-09489-6. https://doi.org/10.1007/s10660-021-09489-6 Krishnan, M., Mischke, J. & Remes, J. (2018). The Solow Paradox Back? Digitization isn’t stimulating productivity growth—yet. McKinsey & Company. https://www.mckinsey.com/~/media/McKinsey/Business%20Functions/McKinsey%20Digital/Our%20Insights/Is%20the%20Solow%20Paradox%20back/Is-the-Solow-Paradox-back.ashx Kompas.(Monday, July 1, 2019). LinkAja Uang Elektronik Nasional yang Praktis dan Inovatif.Kompas Daily. LaBerge,L., O’Toole, C., Jeremy Schneider,J.& Smaje, K. (2020). How COVID-19 has pushed companies over the technology tipping point—and transformed business forever. McKinsey & Company. https://www.mckinsey.com/~/media/McKinsey/Business%20Functions/Strategy%20and%20Corporate%20Finance/Our%20Insights/How%20COVID%2019%20has%20pushed%20companies%20over%20the%20technology%20tipping%20point%20and%20transformed%20business%20forever/How-COVID-19-has-pushed-companies-over-the%20technology%20tipping-point-final.pdf Landemore, H.E. (2012). Why the Many Are Smarter than the Few and Why It Matters,” Journal of Public Deliberation 8(1) Article 7: http://www.publicdeliberation.net/jpd/vol8/iss1/art7 Lee, Y. (2019). Gojek Near $120 Million Deal for Mobile Payment Startup. Bloomberg, December 11, 2019. https://www.bloomberg.com/news/articles/2019-12-11/gojek-is-said-near-120-million-deal-for-mobile-payment-startup Levine, R. (2005). Finance and Growth: Theory and Evidence. In Philippe Aghion and Steven Durlauf, eds, Handbook of Economic Growth, edition 1, volume 1. Amsterdam: Elsevier. Levy, C., White, O. & Helbekkmo, H.(2019). Banks and the changing face of risk. McKinsey & Company. https://www.mckinsey.com/industries/financial-services/our-insights/banking- matters/banks-and-the-changing-face-of-risk Ligon, E., J. P. Thomas and T. Worrall.(2001). Informal Insurance Arrangements with Limited Commitment: Theory and Evidence from Village Economies”, Review of Economic Studies, 69(1), 209-44. Lin, Y., Saliba, E., Bubar, C., Gantz, J. & Simms,A.(2022). Banking in 2035: global banking survey report. The Economist. https://impact.economist.com/perspectives/sites/default/files/ei213_banking_in_2035_global_banking_survey_report.pdf Loayza, N. V., & Ranciere, R.(2006). Financial Development, Financial Fragility, and Growth. Journal of Money, Credit, and Banking, 38(4): 1051–76. Locke,T. (May 07, 2022).Bitcoin isn’t an inflation hedge, and it hasn’t been for a long time, Bank of America says. FORTUNE. https://fortune.com/2022/05/06/bitcoin-isnt-inflation-hedge-gold-bank-of-america/ London, S. (July 2018). McKinsey Podcast with Kayvaun Rowshankish and Alexis Trittipo on GDPR. McKinsey & Company 2018 Lopez, J.(June 29, 2015).Types of Innovation. techblog. Https://techblog.constantcontact.com/software-development/types-of-innovation/#:~:text=the%20four%20different%20types%20of,ways%20that%20companies%20can%20innovate Lynch, S.(2017). Andrew Ng: Why AI Is the New Electricity. Insights by Stanford Business. https://www.gsb.stanford.edu/insights/andrew-ng-why-ai-new-electricity Madore, P. H. (October 29, 2018). Newsflash: Canadian Bitcoin Exchange ‘Hacked,’ Says All Funds are Gone. Yahoo Finance, https://www.yahoo.com/finance/news/newsflash-canadian-bitcoin-exchange-hacked-202509159.html Makarov, I & Schoar, A.(2022). Cryptocurrencies and Decentralized Finance (DEFI). NBER, Working Paper 30006. http://www.nber.org/papers/w30006 Manyika, J., Lund, S., Chui, M., Bughin, J., Woetzel, J., Batra, P., Ko, R. & Saurabh Sanghvi, S. (2017).Jobs lost, jobs gained: What the future of work will mean for jobs, skills, and wages. McKinsey Global Institute, McKinsey & Company. https://www.mckinsey.com/featured-insights/future-of-work/jobs-lost-jobs-gained-what-the-future-of-work-will-mean-for-jobs-skills-and-wages May, J., Dutton, V. & Munyakazi, L. (2014). Information and communication technologies as a pathway from poverty: evidence from East Africa, In Edith Ofwona A.E., Waema, T.M., May.J., Mascarenhas, O. & Diga, K. (eds.) ICT Pathways to Poverty Reduction: Empirical evidence from East and Southern Africa , IDRC , 2014. MarketresearchIndonesia.(April 11,2022). Driving Growth in Indonesia’s e-commerce Industry. https://www.marketresearchindonesia.com/insight/driving-growth-in-indonesia-ecommerce-industry Mascarenhas, O. (2014). Impact of enhanced access to ICTs on small and microenterprises in Tanzania. in in ICT Pathways to Poverty Reduction: Empirical evidence from East and Southern Africa ,Edith Ofwona Adera, Timothy M. Waema, Julian May, Ophelia Mascarenhas, and Kathleen Diga (Editors ) , IDRC , 2014 Matheson,L.(February 02, 2024). Facebook owner Meta's shares soar 14% after profits triple in 'year of efficiency'. Mirror. https://www.mirror.co.uk/money/facebook-owner-metas-shares-soar-32030331 McLean, R. (July 30, 2019). A hacker gained access to 100 million Capital One credit card applications and accounts. CNN Business. https://edition.cnn.com/2019/07/29/business/capital-one-data- breach/index.html McKinsey.(2022). What is blockchain? McKinsey & Company. https://www.mckinsey.com/featured- insights/mckinsey-explainers/what-is-blockchain?cid=eml-web Mc Spadden, K. (July 23, 2018). Singapore startup that builds credit ratings on the blockchain raises US$8M. e27.https://e27.co/singapore-startup-puts-credit-ratings-blockchain-raises-us8m-20180723/ Mears, L.A. (1981). The new rice economy of Indonesia. Gadjah Mada University Press Medina, F.A. (April 12, 2022).Indonesia’s GoTo Goes Public, Market Capitalization of US$32bn. ASEANBriefing, Dezan Shira & Associates. https://www.aseanbriefing.com/news/indonesias-goto-goes-public-market-capitalization-of-us32bn/ Mobile World Live. (2016). Indonesia’s Telkomsel maintains market dominance, takes over as 4G leader, https://www.mobileworldlive.com/asia/asia-news/telkomsel-consolidates-lead-takes-over-as-4g-leader/ MobileWorld Live.(2016). Indonesia’s Telkomsel maintains market dominance, takes over as 4G leader, https://www.mobileworldlive.com/asia/asia-news/telkomsel-consolidates-lead-takes-over-as-4g-leader/ Muangmee, C., Sebastian Kot, S., Nusanee Meekaewkunchorn, N., Nuttapon Kassakorn, N. & Khalid, B.(2021). Factors Determining the Behavioral Intention of Using Food Delivery Apps during COVID-19 Pandemics. MDPI J. Theor. Appl. Electron. Commer. Res. 2021, 16, 1297–1310. https://doi.org/10.3390/jtaer16050073 Mullen, J. (Wednesday, June 20, 2018). Top bitcoin exchange says over $30 million in cryptocurrencies stolen. CNN Money, http://money.cnn.com/2018/06/19/technology/bithumb-bitcoin-cryptocurrencies-theft/index.html Morgan, P. & Pontines, V. (2014). Financial Stability and Financial Inclusion. ADBI Working Paper 488. Tokyo: Asian Development Bank Institute. Available: http://www.adbi.org/working-paper/2014/07/07/6353.financial.stability.inclusion/ Moyer, K. (2013). Hype Cycle for Open Banking, 2013. https://www.gartner.com/en/documents/2556416 Muyanja-Ssenyonga.(2021). Imperatives for post COVID-19 recovery of Indonesia’s education, labor, and SME sectors. Cogent Economics & Finance, 9:1, 1911439, DOI: 10.1080/23322039.2021.1911439 Narain, A.& Moretti, M.(2022). Regulating Crypto: The right rules could provide a safe space for innovation. September , 2022, Finance & Development, IMF. Nonninger, L. (2019).THE RISE OF BANKING-AS-A-SERVICE: The most innovative banks are taking advantage of disruption by inventing a new revenue stream — here’s how incumbents can follow suit. Business Insider. https://www.businessinsider.com/the-rise-of-banking-as-a-service-2019 Nurhayati-Wolff, H.(Aug 16, 2021). Number of internet users in Indonesia 2017-2026. Statista. https://www.statista.com/statistics/254456/number-of-internet-users-in-indonesia/ OECD. (2015). Good practice paper on ICT for economic Growth and Poverty Reduction. The DAC Journal 2005 OECD. (2011). G20 High -level Principles on Financial Consumer Protection. OECD https://www.oecd.org/g20/topics/financial-sector-reform/48892010.pdf. OECD. (1999). The Future of the Global Economy: Towards a Long Boom? ?Organization for Economic Cooperation and Development (OECD). https://www.oecd.org/futures/35394025.pdf OJK. (2017). Strategi Nasional Literasi Keuangan Indonesia(revisit 2017). http://www.ojk.go.id/id/berita-dan-kegiatan/publikasi/Pages/Strategi-Nasional-Literasi-Keuangan-Indonesia-(Revisit-2017)-.aspx OCC.( July 31, 2018). OCC Begins Accepting National Bank Charter Applications From Financial Technology Companies. New Release NR 2018-74. https://www.occ.gov/news-issuances/news- releases/2018/nr-occ-2018-74.html Otto, C. (July 13, 2022). 5G further strengthens connectivity across industries allowing for a variety of new products and services.: Unleashing 5G investment. The Path to 5G Webinar. International Finance Corporation Park.D.(September 26,2023). Hong Kong crypto network Mixin loses US$200 million in hack. https://www.yahoo.com/finance/news/hong-kong-crypto-network-mixin-071440032.html Poppensieker, T., Schneider, R., Sebastian Schneider,S. Stackebrandt, L. (2018). Basel III: The final regulatory Standard. Risk Practice, McKinsey & Company. https://www.mckinsey.com/~/media/McKinsey/Business%20Functions/Risk/Our%20Insights/Basel%20III%20The%20final%20regulatory%20standard/Basel-III-The-final-regulatory-standard.ashx Pratama, M. A. (2022). Crypto investment: peak, troughs, and depression. BI Institute. https://www.bi.go.id/en/bi-institute/BI-Epsilon/Pages/Investasi-Kripto-Antara-Untung,-Buntung-dan-Depresi.aspx PR Newswire. (September 09, 2019). BCA Brings Blockchain Technology Into Indonesia's Prestigious Digital Economy Market. https://finance.yahoo.com/news/bca-brings-blockchain-technology-indonesias-061400522.html Price Water House Coopers. (2018). Tax Watch. PWC. https://www.pwc.com/ug/en/assets/pdf/ug-tax-watch2018.pdf PWC.(2022). Eight emerging technologies and six convergence themes you need to know about.Price Waterhouse Coopers, https://www.pwc.com/us/en/tech-effect/emerging-tech/essential-eight-technologies.html PWC. (2016).Financial Services Technology 2020 and Beyond: Embracing disruption. Price Waterhouse& Coopers.https://www.pwc.com/gx/en/financial-services/assets/pdf/technology2020-and-beyond.pdf Rami.(2022). The Path to 5G in Developing Countries What is 5G? Benefits, Capabilities, and Barriers to Adoption. Open Learning Campus, The World Bank Group Reddy, S. & Reinartz, W. (2017). Digital transformation and value creation: Sea change ahead. GfK Marketing Intelligence Review, 9(1), 10. Reuters Staff, January 22, 2018. U.S. soy cargo to China traded using blockchain, Reuters. https://www.reuters.com/article/grains-blockchain/u-s-soy-cargo-to-china-traded-using-blockchain-idUSL8N1PG0VJ Richter, F. (May 23, 2018). Starbucks Brings Mobile Payment to the Masses. Mobile Payment, The statistics portal.https://www.statista.com/chart/13933/mobile-payment-users/ Rivers, M. & Mullen, J. (August 08, 2018). China has an online lending crisis and people are furious about it. CNNMoney. https://money.cnn.com/2018/08/08/news/economy/china-p2p-lending/index.html Ritter, T., Pedersen, C.I., & Sorenson, H.E.(2016). Dataprofit: A Capability map for data driven growth, Federiksberg: CBS Competitiveness Platform. Ransbotham, S. & Kiron, D. (2017). Analytics as a Source of Business Innovation. MIT Sloan Management Review,February 2017. https://www.sas.com/content/dam/SAS/en_us/doc/research2/mit-analytics-as-source-of-business-innovation-108763.pdf Ross, T. (2017). Don’t Confuse Digitization with Digitalization. MIT Sloan Management Review, September 2017. Ruiz, C. (2013). From Pawn Shops to Banks. The Impact of Formal Credit on Informal Households. World Bank policy research working paper 6634. Washington, D.C.: World Bank. Savchuk, K. (October 22, 2019). How Stanford GSB Alums Created One of the Most Valuable Startups in Latin America. Entrepreneurship. https://www.gsb.stanford.edu/insights/how-stanford-gsb-alums-created-one-most-valuable-startups-latin-america? Sedik, T.S. (September 2018). ASIA’S DIGITAL REVOLUTION: A new Wave of Digital Innovation is reshaping Asia, Raising the Region’s growth Potential. FINANCE & DEVELOPMENT, September 2018, 31-33 Shu, C., Singh, M., & Lunden, I. (February 25, 2020).Grab raises up to $856M to boost payments business as rumors swirl of a merger with rival Gojek. Tech Crunch(TC). https://techcrunch.com/2020/02/25/grab-and-gojek-began-discussing-a-potential-merger-more-than-three-months-ago/ Shuey, S. (January 27, 2023). Token Issue. TECHINASIA. https://mailchi.mp/techinasia/will-every-p2p-lender- become-a-digital-bank-193370?e=d1b46a00de

Smolaks, M. (2020). How banking benefits from AI and voice technology. Finance, AI Business. https://aibusiness.com/document.asp?doc_id=761287&site=aibusiness Suryono, R.R., Purwandaria,B. & Budia, I. (2019). Peer to Peer (P2P) Lending Problems and Potential Solutions: A Systematic Literature Review. Procedia Computer Science 161 (2019) 204–214. Sengupta, J., Lam, K., & Desmet, D. (2014). Digital Banking in Asia: Winning approaches in a new generation of financial services. Asia Financial Institutions, McKinsey & Company https://www.mckinsey.com/featured-insights/asia-pacific/digital-banking-in-asia-winning-approaches-in-a-new-generation-of-financial-services Sengupta, J. (2017). An Interview with Piyush Gupta, CEO of DBS. McKinsey Quarterly, March 2017. Serrat, O. (2017). Business Model Innovation. In: Knowledge Solutions. Springer, Singapore. https://doi.org/10.1007/978-981-10-0983-9_56 Shane, D. (February 6, 2019). A crypto exchange may have lost $145 million after its CEO suddenly Died. CNNBusiness. https://edition.cnn.com/2019/02/05/tech/quadriga-gerald-cotten- cryptocurrency/index.html Sheikh, H., Prins, C. & Schrijvers, E.(2023). Mission AI The New System Technology In Prins,C. & Brom, F. (eds.) Research for Policy Studies by the Netherlands Council for Government Policy. Springer https://link.springer.com/chapter/10.1007/978-3-031-21448-6_2 Sigalos, M.(May 29,2022). Some investors got rich before a popular stablecoin imploded, erasing $60 billion in value. CRYPTO WORLD, CNBChttps://www.cnbc.com/2022/05/29/who-got-rich-before-terra-stablecoin-collapsed.html Sims, L. (June 08, 2018). These Are The Advantages & Challenges Of The 5G Network. https://magazine.startus.cc/advantages-and-challenges-of-5g-network/ Statista (2019).Indonesia: number of internet users 2017-2023. https://www.statista.com/statistics/254456/number-of-internet-users-in-indonesia/ Stiglitz, J.E., and Weiss, A. (1993). Asymmetric Information in Credit Markets and its Implications for Macro- Economics. Oxford Economic Papers, 44: 694-724 Sugianto, D. (November 25, 2018). Banyak Korban Pinjam Online, Bos OJK: Laporin, Kita yang Beresin!detikfinance https://finance.detik.com/moneter/d-4316652/banyak-korban-pinjam-online- bos-ojk-laporin-kita-yang-beresin Surane, J. & Cannon, C. (2018). Why China’s Payment Apps Give U.S. Bankers Nightmares. Bloomberg. https://www.bloomberg.com/graphics/2018-payment-systems-china-usa/ Spenner, P. (January 14, 2017).What It Takes To Digitize Your Business (Hint: Courage Required). CMO Network, Forbes https://www.forbes.com/sites/patrickspenner/2017/01/24/what-it-takes-to-digitize-your-business-hint-courage-required/#740e24a452c7 Sprinklr. (2018). 17 Experts on What It Takes to Master Customer Experience. https://www.statista.com/free- content/success/17-experts-master-customer-experience/FFCZvkA4C06-Xwt4f9HceYYTwY6nY,CpEeuIZJ1KII8URXfwaeM2LihcN37dwaJldWI7REA7HvS043swu,DEkA== Srivastava, S. (September 24, 2018). Singapore Officially Backs a CryptoCurrency and Establishes it as their Official Coin. CNBC https://studenties.com/the-cashless-journey-has-only-just-begun/?fbclid=IwAR1qbqzprla7pm4ZxatbaumUpaQLkqTkPl1fM5jCFjiJWiNrkKk_3lrGKPg Tambunan, M. (1998). Economic Reforms and Agricultural Development in Indonesia. ASEAN Economic Bulletin,15(1):47-58 Tan, H.(January 19, 2024).Meta is approaching a $1 trillion market cap after Mark Zuckerberg's 'Year of Efficiency'. Business Insider. https://www.businessinsider.com/meta-share-price-market-cap-trillion-zuckerberg-year-of-efficiency-2024-1 Huileng Tan Tapscott, D. and Tapscott, A. Blockchain Revolution: How the Technology Behind Bitcoin Is Changing Money, Business, and the World, Portfolio; Reprint edition (June 12, 2018). Thanawala, H. (February 11,2020). Lending on P2P platforms: A risky proposition; not an investment. Money Control Blog. https://www.moneycontrol.com/news/business/personal-finance/lending-on-p2p-platforms-a-risky-proposition-not-an-investment-4929701.html The Batch.(October 30, 2019). Machines Take Everyone’s Job. Deep Learning.AI. https://www.deeplearning.ai/the-batch/machines-take-everyones-job/ The World Bank (August 23/24, 2018). World Bank Prices First Global Blockchain Bond, Raising A$110 Million. The World Bank Press Release. https://www.worldbank.org/en/news/press-release/2018/08/23/world-bank-prices-first-global-blockchain-bond-raising-a110-million The World Bank. (2017). Distributed Ledger Technology (DLT) and Blockchain. FinTech Note No. 1. http://documents.worldbank.org/curated/en/177911513714062215/pdf/122140-WP-PUBLIC-Distributed-Ledger-Technology-and-Blockchain-Fintech-Notes.pdf Tight, M. (2019). Documentary Research in the Social Sciences, SAGE. 2019. Timmer, C.P. (2017). Food Security, Structural Transformation, Markets and Government Policy. Asia & the Pacific Policy Studies, 4(1): 4-19.Doi: 10.1002/app5.16

Timmer, C.P. (2004). Food Security and Economic Growth: An Asian Perspective. Working Paper Number 51, December 2004, Center for Global Development.https://www.files.ethz.ch/isn/35774/2004_12_13.pdf Tut, D. (FinTech and the COVID-19 Pandemic: Evidence from Electronic Payment Systems. MPRA Paper No. 107077, https://mpra.ub.uni-muenchen.de/107077/ UDPN.(2023). Interoperable payment infrastructure for the digital currencies of tomorrow. https://www.gft.com/int/en/technology/distributed-ledger-technologies-and-blockchain/udpn UOB, PwC-Singapore, & SFA.(2022). ASEAN remains attractive for FinTech investments. Singapore and Indonesia continue to account for lion’s share of funding: UOB, PwC Singapore and SFA report. https://www.uobgroup.com/web-resources/uobgroup/pdf/newsroom/2022/asean-fintech-report-2022-press-release.pdf UK Finance. (2018). Sustainable Financial Services in the Digital Age. Parker Fitzgerald https://www.ukfinance.org.uk/wp-content/uploads/2018/05/Financial-Services-in-the-Digital-Age-FINAL.pdf Ultimus. (undated).Acloser Look at BPM. An Ultimus Inc. White Paper. https://cdn2.hubspot.net/hub/54405/file-15659830-pdf/docs/White_Papers/acloserlookatbpm.pdf Upadhyay, R. (October 18, 2018). Bitcoin, Ethereum, Ripple, Bitcoin Cash, EOS, Stellar, Litecoin, Cardano, Monero, TRON: Price Analysis, October 17. COINTELEGRAPH. https://cointelegraph.com/news/bitcoin-ethereum-ripple-bitcoin-cash-eos-stellar-litecoin-cardano-monero-tron-price-analysis-october-17 Viacom. (2015).The Millenium Disruption Index. Viacom Media Networks. https://www.bbva.com/wp-content/uploads/2015/08/millenials.pdf Vinerean, S., Budac, C., Lia Alexandra Baltador, L.A. & Dan-Cristian Dabija, D.(2022). Assessing the Effects of the COVID-19 Pandemic on M-Commerce Adoption: An Adapted UTAUT2 Approach. Electronics 2022, 11, 1269. https:// doi.org/10.3390/electronics11081269 Young, J. (November 25, 2018). $63 Billion Deleted From Crypto in 7 Days, Ethereum Drops Under $100.CCN. https://finance.yahoo.com/news/63-billion-deleted-crypto-7-120827115.html Waema et al. (2014) .Access and use of ICT and its contribution to poverty reduction in Kenya, in , Edith Ofwona,E.,Timothy, M.A., Waema, J. M., Mascarenhas,O. & Diga, K. (Eds. ICT Pathways to Poverty Reduction: Empirical evidence from East and Southern Africa) , IDRC , 2014. Wallis, J., & Brian, D. (2001). Government Failure, Social Capital and the Appropriateness of the New Zealand Model for Public Sector Reform in Developing Countries. World Development, Elsevier, 29(2): 245-263, February. WEF.(2023). The Global Risks Report 2023 18th Edition. Insight Report. https://www.weforum.org/reports/global-risks-report-2023 Weill, P. & Woerner, S. L. (2015). Thriving in an Increasingly Digital Ecosystem. MIT Sloan Summer edition, June 16, 2015. https://sloanreview.mit.edu/article/thriving-in-an-increasingly-digital-ecosystem Williams, S. (2018). 20 Real-World Uses for Blockchain Technology. The Motley Fool. https://www.fool.com/investing/2018/04/11/20-real-world-uses-for-blockchain-technology.aspx World Bank. (2022). Indonesia Economic Prospects (IEP), June 2022: Financial Deepening for Stronger Growth and Sustainable Recovery. https://www.worldbank.org/en/country/indonesia/publication/indonesia-economic-prospects-iep-june-2022-financial-deepening-for-stronger-growth-and-sustainable-recovery World Bank.(2018). UFA2020 Overview: Universal Financial Access by 2020. Understanding Poverty. The World Bank-IBRD-IDA. https://www.worldbank.org/en/topic/financialinclusion/brief/achieving-universal-financial-access-by-2020 World Bank. (2014). The Global Financial Development Report 2014: Financial Inclusion. International Bank for Reconstruction and Development/The World Bank, Washington, DC. World Bank. (2016). FinTech and Financial Inclusion: FinTch enabling innovation, Break-out finance http://pubdocs.worldbank.org/en/877721478111918039/breakout-DigiFinance-McConaghy-Fintech.pdf World Energy Council & PWC.(2018).The Developing Role of Blockchain. WHITE PAPER VERSION 1.0. https://www.worldenergy.org/wp-content/uploads/2017/11/Full-White-paper_the-developing-role-of-blockchain.pdf Woerner, S.L.,. Sebastian, Ina, M., & Weill, P.(September 15, 2022). Develop Ten capabilities to accelerate digital transformation: Top-performing firms develop ten capabilities to achieve progress on both customer and operational dimensions and capture digital value. Research Briefing. MIT Sloan center for information. systems research. https://cisr.mit.edu/publication/2022_0901_TenCapabilities_WoernerSebastianWeill Wynman, O.(und). The digital disruption battlefield winning in a time of change. March&Mclennan Companies.http://www.oliverwyman.com/content/dam/oliver-wyman/global/en/2015/jun/2015_Oliver_Wyman_The_Digital_Disruption_Battlefield.pdf xcubelabs. (July 201, 2016). Benefits of IOT in financial Services. https://www.xcubelabs.com/our-blog/5-benefits-iot-financial-services-2/ Wachter, J. & Hammer, S. (2019). Cryptocurrency and Blockchain: An Introduction to Digital Currencies. MOOC offered by Wharton School of Business, University of Pennsylvania and Coursera. https://www.coursera.org/learn/wharton-cryptocurrency-blockchain-introduction-digital-currency/home/welcome What Is Lightning Network And How It Works. https://cointelegraph.com/lightning-network-101/what-is-lightning-network-and-how-it-works Ziemnowicz, C. (2013). Joseph A. Schumpeter and Innovation. In: Carayannis, E.G. (eds) Encyclopedia of Creativity, Invention, Innovation and Entrepreneurship. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-3858-8_476 Zandt, F.(2023). Central Bank Digital Currency: The Future of Money? Statista. https://www.statista.com/chart/30296/number-of-countries-currency-unions-with-central-bank-digital-currencies-in-advanced-exploration-phases Zou, T.& Cheshmehzangi, A.(2022). ICT Adoption and Booming E-Commerce Usage in the COVID-19 Era. Frontiers in Psychology 2022; 13: 916843.doi: 10.3389/fpsyg.2022.916843 Governor Bank Indonesia regulation No. 21/ 18 /PADG/2019