| [1] | Bloomberg. (2024, March 15). Sign of the times: Finance industry embracing STEM professionals. Bloomberg L.P. https:// company/stories/ sign-times-finance-industry-embracing-stem-professionals/. |
| |
| [2] | Huxley. (2025). Where would today’s financial services be without STEM professionals? Huxley Knowledge Hub. industry-insights/ where-would-today-s-financial-services-be-without-stem-professionals/. |
| |
| [3] | ResearchGate. (2023a). STEM and new fintech ventures. ResearchGate. https:// publication/ 386166648 _STEM_and_new_ fintech_ventures. |
| |
| [4] | World Finance. (2020, June 12). Jamaica’s banking sector stabilises country’s economy. World Finance. https:// banking/jamaicas-banking-sector-stabilises-countrys-economy. |
| |
| [5] | Jamaica Observer. (2023, January 21). The grim reaping reality of the Jamaican banking system. https:// 2023/01/21/the-grim-reaping-reality-of-the-jamaican-banking-system/. |
| |
| [6] | Government of Jamaica. (2025). Public sector banking policy draft 2025. Ministry of Finance and the Public Service. https:// uploads/ Economy_Master1 _rev11.pdf. |
| |
| [7] | Inter-American Development Bank. (2020). Jamaica: Financial system diagnostic and recommendations. IDB Publications. jamaica-financial- system-diagnostic-and-recommendations. |
| |
| [8] | NSF – National Science Board. (2022). The state of U.S. science and engineering 2022. National Science Foundation. https://ncses.nsf.gov/pubs/nsb20212. |
| |
| [9] | ScienceDirect. (2024). Financial intermediation and banking performance. science/article/pii/ S1057521924005283. |
| |
| [10] | Ross, S. (2026, February 20). Human capital theory: Key to workforce productivity and business success. Investopedia. ask/answers/032715/ what-human-capital-and-how-it-used.asp. |
| |
| [11] | Mubarik, M. S., Chandran, V. G. R., & Devadason, E. S. (2018). Measuring human capital in small and medium manufacturing enterprises: What matters? Social Indicators Research, 137(2), 605-623. |
| |
| [12] | May-Varas, S., Margolis, J., & Mead, T. (2023). Experiential learning theory. In Educational learning theories (3rd ed.). Open Oregon Educational Resources. https:// openoregon. pressbooks.pub/educationallearningtheories3rd/chapter/chapter-6-experiential-learning-theory-2/. |
| |
| [13] | Open Text—Washington State University. (n.d.). Experiential learning theory. https:// opentext.wsu.edu/ theoreticalmodels for teachingandresearch/ chapter/experiential-learning-theory/ Open Text WSU. |
| |
| [14] | McLeod, S. (2025, March 19). Kolb's learning styles and experiential learning cycle. Simply Psychology. learning-kolb.html. |
| |
| [15] | Akther, S., & Rahman, M. S. (2022). Investigating training effectiveness of public and private banks employees in this digital age: An empirical study. International Journal of Manpower, 43(2), 542–568. https://doi.org/10.1108/IJM-04-2021-0240. |
| |
| [16] | Mitu et al. (2016). The effectiveness of training and development on employee performance at private commercial banks in Bangladesh: SEM approach. International Scholar Journal of Accounting and Finance, 2(2), 43-54. https:// publication/339780778_International_ Scholar_Journal_of_Accounting_and_Finance_ The_Effectiveness_of_Training_and_Development_on_ Employee_Performance_at_Private_ Commercial_Banks_ in_Bangladesh_SEM_Approach. |
| |
| [17] | Sala, G., & Gobet, F. (2016). Do the benefits of chess instruction transfer to academic and cognitive skills? A meta-analysis. Educational Research Review, 18, 46-57. |
| |
| [18] | Haskell, R. E. (2001). Transfer of learning: Cognition, instruction, and reasoning. Academic Press. |
| |
| [19] | Costa, A. L., & Kallick, B. (Eds.). (2008). Learning and leading with habits of mind: 16 essential characteristics for success. Association for Supervision and Curriculum Development (ASCD). |
| |
| [20] | Piscopo, S., & Trinchero, R. (2012). SAM Chess and mathematics learning project [Research project report]. Kasparov Chess Foundation Europe. |
| |
| [21] | Trinchero, R., & Sala, G. (2016). Chess training and mathematical problem-solving: The role of teaching heuristics in transfer of learning. Eurasia Journal of Mathematics, Science and Technology Education, 12(3), 655-668. |
| |
| [22] | Scholz, M., Niesch, H., Steffen, O., Ernst, B., Loeffler, M., Witruk, E., & Schwarz, H. (2008). Impact of chess training on mathematics performance and concentration ability of children with learning disabilities. International Journal of Special Education, 23(3), 138-148. |
| |
| [23] | Smith et al. (2022). Principles of Problem-Based Learning (PBL) in STEM Education: Using Expert Wisdom and Research to Frame Educational Practice. Education Sciences, 12(10), 728. |
| |
| [24] | Guo, Q., & Huang, W. (2025). Analyzing the diffusion of innovations theory. Scientific and Social Research, 6(12). |
| |
| [25] | NCB Financial Group Limited. (2022, October 11). NCB Financial Group Limited (NCBFG) advises of approval of additional services at its subsidiary, TFOB (2021) Limited. https://www.myncb.com/News/NCBFG-announces-engagement-of-consultant-3-1-29. |
| |
| [26] | NCB Financial Group Limited. (2023, August 24). Organisational changes at Lynk. https://www.jncb.com/about-us/news-room/news/co-branded-credit-card-for-jma-members-0fc97c4530c9de473906fb75f97da312. |
| |
| [27] | Lynk. (2024). Lynk digital payments platform. https://www.lynk.us/. |
| |
| [28] | Medley, H. (2021, October 31). NCB Group enters fintech market. The Jamaica Gleaner. . com/article/business/ 20211031/ncb-group-enters- fintech-market. |
| |
| [29] | Jamaica Observer. (2022, July 25). JAM-DEX officially launched through Lynk app. https:// 2022/07/25/jam-dex-officially-launched-through-lynk-app/. |
| |
| [30] | Boot, A. W. A., Hoffmann, P., Laeven, L., & Ratnovski, L. (2020). Financial intermediation and technology: What's old, what's new? (IMF Working Paper No. 20/161). International Monetary Fund. |
| |
| [31] | Khiaonarong, T., & Goh, T. (2020). Fintech and payments regulation: Analytical framework (IMF Working Paper No. 20/75). International Monetary Fund. |
| |
| [32] | Konstantakopoulou, I. (2023). Financial intermediation, economic growth, and business cycles. Journal of Risk and Financial Management, 16(12), Article 514. |
| |
| [33] | ERIC. (2020). STEM education: A review of global perspectives. https://files.eric.ed.gov/fulltext/ED606494.pdf. |
| |
| [34] | Cox, D. A., & Orrell, B. (2020, July 15). STEM perspectives: Attitudes, opportunities, and barriers in America's STEM workforce. American Enterprise Institute. https:// report/stem-perspectives- attitudes-opportunities- and-barriers-in-americas-stem-workforce/. |
| |
| [35] | McGunagle, D., & Zizka, L. (2020). Employability skills for 21st-century STEM students: The employers' perspective. Higher Education, Skills and Work-Based Learning, 10(3), 591–606. |
| |
| [36] | National Science and Technology Council. (2020). 2020 progress report on the implementation of the Federal STEM education strategic plan. Executive Office of the President. files/documents/stem/2020- stem-progress-report.pdf. |
| |
| [37] | Singh-Wilmot, M. (2024, August 8). Jamaica: STEM island dream can come true. University of the West Indies, Mona. dr-marvadeen-singh-wilmot- jamaica-stem-island-dream-can-come-true. |
| |
| [38] | 21st Century Educators. (2021). Transforming Jamaica through STEM. https://21stcented.com/contributor/transforming-jamaica-through-stem/. |
| |
| [39] | Jamaica Gleaner. (2025, January 27). Math failure rates are symptoms of a broken STEM pipeline. 20250127/math-failure-rates-are-symptoms-broken-stem-pipeline. |
| |
| [40] | Taylor, M. (2021). Boost STEM to be a national programme. University of the West Indies, Mona. https:// calls-boost-be-national-programme. |
| |
| [41] | UWI Mona. (2024, September 12). Professor Michael Taylor calls for BOOST to be a National Programme. news/research?page=1 Mona Campus. |
| |
| [42] | Office of the Prime Minister. (2024, April 29). Jamaica declared a STEM island. Office of the Prime Minister. https://opm.gov.jm/jamaica-declared-a-stem-island/. |
| |
| [43] | University of the West Indies, Mona. (2021). The UWI benefits from partnership with National Baking Company Foundation for US$1 million STEM education programme. UWI Mona Marketing and Communications Office. https:// news/uwi-and-national-commercial-bank-foundation-partner-increase-teachers-digital-studies. |
| |
| [44] | Mitchell, P. (2025, January 27). Math failure rates are symptoms of a broken STEM pipeline. The Jamaica Gleaner. letters/20250127/math-failure- rates-are-symptoms-broken-stem-pipeline. |
| |
| [45] | Weston, D. (2025, March 21). Education ministry aims to "RAISE" students' performance in mathematics. Jamaica Information Service. education-ministry- aims-to-raise-students- performance-in-mathematics/. |
| |
| [46] | Oxford Scholastica. (2023). Data analysis skills for STEM students. https://www.oxfordscholastica.com/blog/technology-articles/data-analysis-skills-for-stem-students/. |
| |
| [47] | ResearchGate. (2022). Developing professional skills in STEM students: Data information literacy. https:// 362003974_Developing_Professional_Skills_in_ STEM_Students_Data_Information_Literacy. |
| |
| [48] | STEMgenic Global. (2023). Industry 4.0 and the role of STEM skills. https://stemgenicglobal.com/industry-4-0-stem-skills/. |
| |
| [49] | DataCamp. (2025, April 9). Introducing the State of Data & AI Literacy Report 2025. https:// blog/introducing-the-state-of-data-and-ai-literacy- report-2025. |
| |
| [50] | Morgan, L. (2025, January 28). What data literacy looks like in 2025. InformationWeek. https://www.informationweek.com/data-management/what-data-literacy-looks-like-in-2025. |
| |
| [51] | Tableau. (n.d.). Data literacy explained: Definition, importance, examples, and more. https://www.tableau.com/data-insights/data-literacy/what-is. |
| |
| [52] | Alliance for Financial Inclusion. (2024a). Fintech data for supervision and market intelligence. 2024/10/ DFS_FINTECH_ DATA_FOR_SUPERVISION_AND_MARKET_INTELLIGENCE.pdf. |
| |
| [53] | Alliance for Financial Inclusion. (2024b). FinTech and digital financial services ecosystem data for supervision and market intelligence. 2024/10/ DFS_FINTECH_DATA_ FOR_SUPERVISION_AND_ MARKET_INTELLIGENCE.pdf. |
| |
| [54] | Alliance for Financial Inclusion. (2024c). Policy, programs and implementation: Annual report 2024. 08/POLICY- PROGRAMS-AND- IMPLEMENTATION-ANNUAL-REPORT-2024.pdf. |
| |
| [55] | ResearchGate. (2023b). Review of predictive modeling and machine learning applications in financial service analysis. publication/386422838_Review_of_ predictive_modeling_and_machine_learning_ applications_in_financial_ service_analysis. |
| |
| [56] | Leo, M., Sharma, S., & Maddulety, K. (2019). Machine learning in banking risk management: A literature review. Risks, 7(1), Article 29. |
| |
| [57] | Jinka, P. (2025). The impact of AI and machine learning on financial data processing. World Journal of Advanced Research and Reviews, 26(3), 119–129. |
| |
| [58] | Pazouki, S., Jamshidi, M. B., Jalali, M., & Tafreshi, A. (2025). The integration of big data in FinTech: Review of enhancing financial services through advanced technologies. World Journal of Advanced Research and Reviews, 25(1), 546-556. |
| |
| [59] | Jamaica Observer. (2024, November 28). Modern time banking blues. 11/28/modern- time-banking-blues/. |
| |
| [60] | Wynter-Adams, D.-M. (2023, May 19). STEM as a vehicle for the future, not a destination. University of Technology, Jamaica. uploads/2023/ 05/ stem-a-vehicle-not-destination-wynter-adams.pdf. |
| |
| [61] | Edoh, N. L., Olamijuwon, O., Chigboh, V. M., Zouo, S. J. C., & Osiri, J. (2024). Improving healthcare decision-making with predictive analytics: A conceptual approach to patient risk assessment and care optimization. International Journal of Scholarly Research in Medicine and Dentistry, 3(2), 1–10. |
| |
| [62] | Alliance for Financial Inclusion Digital Financial Services Working Group. (2024d). Digital financial services regulation: Current state of practice report. Alliance for Financial Inclusion. 2024/10/Digital-Financial- Services-Regulation-Current-State-of-Practice-Report.pdf. |
| |
| [63] | Consultative Group to Assist the Poor. (2023). Digital financial services for financial inclusion: Tools for supervisors. CGAP. publication/digital-financial- services-for-financial-inclusion-tools-for-supervisors. |
| |
| [64] | World Bank. (n.d.). Inclusive digital financial services: A reference guide for policymakers and regulators. https://digitalfinance.worldbank.org. |
| |
| [65] | European Centre for the Development of Vocational Training. (2023, November 28). Teaching professionals: Skills opportunities and challenges (2023 update). https:// en/data-insights/teaching-professionals-skills-opportunities-and-challenges-2023-update. |
| |
| [66] | ERIC. (2021). Learning and development challenges in education and industry. https://files.eric.ed.gov/fulltext/ED615126.pdf |
| |
| [67] | Bethel University. (2023). Academic skills in the workplace. https://www.bethel.edu/blog/academic-skills-in-the-workplace/. |
| |
| [68] | Güngör, G. (2020). Problems and solution suggestions encountered in vocational skill training in vocational high schools: Teachers’ views. ERIC. https:// files.eric.ed.gov/ fulltext/ ED615126.pdf ERIC. |
| |
| [69] | Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. 1478088706qp063oa. |
| |
| [70] | N.C.B. Foundation. (n.d.). Overview. National Commercial Bank Jamaica. Retrieved August 2, 2026, from https://www.jncb.com/about-us/ncb-foundation/overview. |
| |
| [71] | Scotiabank Jamaica. (2023). Scotia Group Jamaica annual report 2023. https:// jm.scotiabank.com/ content/dam/ scotiabank/ international/ jamaica/ documents/ Scotia_Group_Jamaica_ Annual_Report_2023.pdf. |
| |
| [72] | Scotiabank Vision Achiever Program. (n.d.). Our participants. https://jm.scotiabank.com/small-business/scotiabank-vision-achiever/our-participants.html. |
| |
| [73] | Jamaica Information Service. (2023). Education ministry endorses NCB Foundation's robotics championship. https://jis.gov.jm/education-ministry-endorses-ncb-foundations-robotics-championship/. |
| |
| [74] | STEM Builders Ja. (n.d.). Digital preparation classes. https://stembuildersjm.com/. |
| |
| [75] | Jamaica Information Service. (2019). Success of Scotiabank contact centre proves Jamaica is world class. https://jis.gov.jm/success-of-scotiabank-contact-centre-proves-jamaica-is-world-class-paulwell/. |
| |
| [76] | Trust for the Americas. (n.d.). NCB Foundation and Trust for the Americas partner to launch digital and innovation centre. https://trust-oea.org/en/n-c-b-foundation-and-trust-for-the-americas-partner-to-launch-digital-and-innovation-centre/. |
| |
| [77] | Scotiabank. (n.d.-a). THRIVE program: Students and new graduates. https:// careers/en/ careers/careers-students-and-new-grads/thrive-program.html. |
| |
| [78] | Scotiabank. (n.d.-b). Investment banking rotational summer internship. https:// careers/en/ careers/careers-students-and-new-grads/ investment-banking-rotational-summer-internship.html. |
| |
| [79] | SpringerOpen. (2018). The impact of STEM education on career pathways. STEM Education Journal, 5(1), 1–10. https://stemeducationjournal.springeropen.com/articles/10.1186/s40594-018-0118-3. |
| |
| [80] | International Monetary Fund. (2020). Financial intermediation and technology: What’s old, what’s new? IMF Working Paper 2020/161. https:// view/journals/ 001/2020/161/article-A001-en.xml IMF eLibrary. |
| |
| [81] | Basnayake, D., et al. (2024). Financial inclusion through digitalization and economic growth. International Review of Financial Analysis. https:// www.sciencedirect.com/ science/article/pii/S1057521924005283. |
| |