STEM-Driven Public Health Literacy : Using Data Visualization and Analytics to Improve Disease Awareness in Secondary Schools

Authors

  • Onuh Matthew Ijiga  Department of Physics, Joseph Sarwaan Tarkaa University, Makurdi, Benue State, Nigeria;
  • Ginikachi Prisca Ifenatuora  Rose of Sharon College Lagos State, Nigeria
  • Mariam Olateju  Princeton University, Princeton, New Jersey, USA

Keywords:

Public Health Literacy, STEM Education, Data Visualization, Secondary Schools, Disease Awareness

Abstract

In an increasingly data-driven world, the integration of STEM (Science, Technology, Engineering, and Mathematics) education into public health awareness initiatives offers a transformative pathway for improving health literacy among adolescents. This review explores the potential of leveraging data visualization and analytics within secondary school curricula to foster early understanding of disease patterns, transmission dynamics, and preventive strategies. By drawing on recent studies in STEM pedagogy, public health education, and digital learning technologies, the paper examines how interactive tools and real-time health data can empower students to engage critically with public health issues. Special emphasis is placed on visual analytics platforms, project-based learning models, and interdisciplinary teaching approaches that blend biology, statistics, computer science, and social studies. The review also considers challenges related to data accessibility, curriculum integration, and educator capacity, and suggests best practices for policy implementation. Ultimately, this paper advocates for a STEM-centered educational model that not only enhances disease awareness but also cultivates future-ready, health-conscious citizens.

References

  1. Abayomi, A. A., Ajayi, O. O., Ogeawuchi, J. C., Daraojimba, A. I., Ubanadu, B. C., & Alozie, C. E. (2022). A conceptual framework for accelerating data-centric decision-making in agile business environments using cloud-based platforms. International Journal of Social Science Exceptional Research, 1(1), 270–276.
  2. Abayomi, A. A., Ajayi, O. O., Ogeawuchi, J. C., Daraojimba, A. I., Ubanadu, B. C., & Alozie, C. E. (2022). A conceptual framework for accelerating data-centric decision-making in agile business environments using cloud-based platforms. International Journal of Social Science Exceptional Research, 1(1), 270–276.
  3. Abiola Olayinka Adams, Nwani, S., Abiola-Adams, O., Otokiti, B.O. & Ogeawuchi, J.C., 2020.Building Operational Readiness Assessment Models for Micro, Small, and Medium Enterprises Seeking Government-Backed Financing. Journal of Frontiers in Multidisciplinary Research, 1(1), pp.38-43. DOI: 10.54660/IJFMR.2020.1.1.38-43.
  4. Abisoye, A., & Akerele, J. I. (2022). A practical framework for advancing cybersecurity, artificial intelligence and technological ecosystems to support regional economic development and innovation. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 700–713.
  5. Abisoye, A., Udeh, C. A., & Okonkwo, C. A. (2022). The Impact of AI-Powered Learning Tools on STEM Education Outcomes: A Policy Perspective. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 700–713.
  6. Adebayo, A. S., Chukwurah, N., & Ajayi, O. O. (2022). Proactive ransomware defense frameworks using predictive analytics and early detection systems for modern enterprises. Journal of Information Security and Applications, 18(2), 45–58.
  7. Adenuga, T., Ayobami, A.T. & Okolo, F.C., 2019. Laying the Groundwork for Predictive Workforce Planning Through Strategic Data Analytics and Talent Modeling. IRE Journals, 3(3), pp.159–161. ISSN: 2456-8880.
  8. Adenuga, T., Ayobami, A.T. & Okolo, F.C., 2020. AI-Driven Workforce Forecasting for Peak Planning and Disruption Resilience in Global Logistics and Supply Networks. International Journal of Multidisciplinary Research and Growth Evaluation, 2(2), pp.71–87. Available at: https://doi.org/10.54660/.IJMRGE.2020.1.2.71-87.
  9. Adesemoye, O. E., Chukwuma-Eke, E. C., Lawal, C. I., Isibor, N. J., Akintobi, A. O., & Ezeh, F. S. (2022). A conceptual framework for integrating data visualization into financial decision-making for lending institutions. International Journal of Management and Organizational Research, 1(1), 171–183.
  10. Adesuyi, M. O., Chima, O. K., & Ochefu, A. (2023). Deep learning-driven educational analytics: Enhancing student-centered feedback through smart dashboards. International Journal of Social Science Exceptional Research, 2(1), 148–158.
  11. Adewale, T. T., Olorunyomi, T. D., & Odonkor, T. N. (2022). Blockchain-enhanced financial transparency: A conceptual approach to reporting and compliance. International Journal of Frontline Science and Technology Research, 2(1), 24–45.
  12. Adewoyin, M.A., Ogunnowo, E.O., Fiemotongha, J.E., Igunma, T.O. & Adeleke, A.K., 2020.A Conceptual Framework for Dynamic Mechanical Analysis in High-Performance Material Selection. IRE Journals, 4(5), pp.137–144.
  13. Adewuyi, A., Oladuji, T.J., Ajuwon, A. & Nwangele, C.R. (2020) ‘A Conceptual Framework for Financial Inclusion in Emerging Economies: Leveraging AI to Expand Access to Credit’, IRE Journals, 4(1), pp. 222–236. ISSN: 2456-8880.
  14. Adewuyi, A., Oladuji, T.J., Ajuwon, A. & Onifade, O. (2021) ‘A Conceptual Framework for Predictive Modeling in Financial Services: Applying AI to Forecast Market Trends and Business Success’, IRE Journals, 5(6), pp. 426–439. ISSN: 2456-8880.
  15. Adewuyi, A., Onifade, O., Ajuwon, A., & Akintobi, A. O. (2022). A conceptual framework for integrating AI and predictive analytics into African financial market risk management. International Journal of Management and Organizational Research, 1(2), 117–126.
  16. Agboola, O. A., Ogeawuchi, J. C., Abayomi, A. A., Onifade, A. Y., Dosumu, R. E., & George, O. O. (2022). Advances in lead generation and marketing efficiency through predictive campaign analytics. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 1143–1154.
  17. Agboola, O. A., Ogeawuchi, J. C., Akpe, O. E., & Abayomi, A. A. (2022). A conceptual model for integrating cybersecurity and intrusion detection architecture into grid modernization initiatives. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 1099–1105.
  18. Ajayi, A., & Akerele, J. I. (2022). A practical framework for advancing cybersecurity, artificial intelligence, and technological ecosystems to support regional economic development and innovation. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 700–713.
  19. Ajayi, A., & Akerele, J. I. (2023). Frameworks for building adaptive educational systems using artificial intelligence and visual learning analytics. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), 101–112.
  20. Ajiga, D., Ayanponle, L., & Okatta, C. G. (2022). AI-powered HR analytics: Transforming workforce optimization and decision-making. International Journal of Science and Research Archive, 5(2), 338–346.
  21. Ajuwon, A., Adewuyi, A., Nwangele, C.R. & Akintobi, A.O. (2021) ‘Blockchain Technology and its Role in Transforming Financial Services: The Future of Smart Contracts in Lending’, International Journal of Multidisciplinary Research and Growth Evaluation, 2(2), pp. 319–329. DOI:
  22. Ajuwon, A., Onifade, O., Oladuji, T.J. & Akintobi, A.O. (2020) ‘Blockchain-Based Models for Credit and Loan System Automation in Financial Institutions’, IRE Journals, 3(10), pp. 364–381. ISSN: 2456-8880.
  23. Akinbola, O. A., Otokiti, B. O., Akinbola, O. S., & Sanni, S. A. (2020). Nexus of Born Global Entrepreneurship Firms and Economic Development in Nigeria. Ekonomicko-manazerske spektrum, 14(1), 52-64.
  24. Akintobi, A. O., Okeke, I. C., & Ajani, O. B. (2022). Advancing economic growth through enhanced tax compliance and revenue generation: Leveraging data analytics and strategic policy reforms. International Journal of Frontline Research in Multidisciplinary Studies, 1(2), 85–93.
  25. Akpe, O. E. E., Kisina, D., Owoade, S., Uzoka, A. C., Ubanadu, B. C., & Daraojimba, A. I. (2022). Systematic review of application modernization strategies using modular and service-oriented design principles. International Journal of Multidisciplinary Research and Growth Evaluation, 2(1), 995–1001.
  26. Akpe, O.E., Mgbame, A.C., Ogbuefi, E., Abayomi, A.A. & Adeyelu, O.O., 2020.Barriers and Enablers of BI Tool Implementation in Underserved SME Communities. IRE Journals, 3(7), pp.211-220. DOI: .
  27. Akpe, O.E., Mgbame, A.C., Ogbuefi, E., Abayomi, A.A. & Adeyelu, O.O., 2020. Bridging the Business Intelligence Gap in Small Enterprises: A Conceptual Framework for Scalable Adoption. IRE Journals, 4(2), pp.159-168. DOI:
  28. Akpe, O.E., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. & Ogbuefis, E. (2020) 'A Conceptual Framework for Strategic Business Planning in Digitally Transformed Organizations', IRE Journals, 4(4), pp. 207-214.
  29. Ashiedu, B. I., Ogbuefi, E., Nwabekee, U. S., Ogeawuchi, J. C., & Abayomis, A. A. (2022). Telecom infrastructure audit models for African markets: A data-driven governance perspective. IRE Journals, 6(6), 434–440.
  30. Ashiedu, B.I., Ogbuefi, E., Nwabekee, U.S., Ogeawuchi, J.C. & Abayomis, A.A. (2020) 'Developing Financial Due Diligence Frameworks for Mergers and Acquisitions in Emerging Telecom Markets', IRE Journals, 4(1), pp. 1-8.
  31. Chianumba, E. C., Ikhalea, N., Mustapha, A. Y., & Forkuo, A. Y. (2022). Developing a framework for using AI in personalized medicine to optimize treatment plans. Journal of Frontiers in Multidisciplinary Research, 3(1), 57–71.
  32. Chianumba, E. C., Ikhalea, N., Mustapha, A. Y., Forkuo, A. Y., & Osamika, D. (2022). Integrating AI, blockchain, and big data to strengthen healthcare data security, privacy, and patient outcomes. Journal of Frontiers in Multidisciplinary Research, 3(1), 124–129.
  33. Chima, O. K., Ojonugwa, B. M., Ezeilo, O. J., Adesuyi, M. O., & Ochefu, A. (2022). Deep learning architectures for intelligent customer insights: Frameworks for retail personalization. Shodhshauryam, International Scientific Refereed Research Journal, 5(2), 210–225.
  34. Chukwuma-Eke, E. C., Ogunsola, O. Y., & Isibor, N. J. (2022). A conceptual framework for financial optimization and budget management in large-scale energy projects. International Journal of Multidisciplinary Research and Growth Evaluation, 2(1), 823–834.
  35. Chukwuma-Eke, E. C., Ogunsola, O. Y., & Isibor, N. J. (2023). Developing an integrated framework for SAP-based cost control and financial reporting in energy companies. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), 805–818.
  36. Ezeilo, O. J., Ikponmwoba, S. O., Chima, O. K., Ojonugwa, B. M., & Adesuyi, M. O. (2022). Hybrid machine learning models for retail sales forecasting across omnichannel platforms. Shodhshauryam, International Scientific Refereed Research Journal, 5(2), 175–190.
  37. Fagbore, O. O., Ogeawuchi, J. C., Ilori, O., Isibor, N. J., Odetunde, A., & Adekunle, B. I. (2022). Designing compliance-focused financial reporting systems using SQL, Tableau, and BI tools. International Journal of Management and Organizational Research, 1(2), 94–110.
  38. Fagbore, O.O., Ogeawuchi, J.C., Ilori, O., Isibor, N.J., Odetunde, A. & Adekunle, B.I. (2020) 'Developing a Conceptual Framework for Financial Data Validation in Private Equity Fund Operations', IRE Journals, 4(5), pp. 1-136.
  39. Fredson, G., Adebisi, B., Ayorinde, O. B., Onukwulu, E. C., Adediwin, O., & Ihechere, A. O. (2022). Enhancing procurement efficiency through business process reengineering: Cutting-edge approaches in the energy industry. International Journal of Social Science Exceptional Research, 1(1), 1–38.
  40. Gbabo, E. Y., Okenwa, O. K., Adeoye, O., Ubendu, O. N., & Obi, I. (2022). Production restoration following long-term community crisis: A case study of Well X in ABC Field, Onshore Nigeria. Society of Petroleum Engineers Conference Paper SPE212039-MS. https://doi.org/10.2118/212039-MS
  41. Ilori, O., Lawal, C. I., Friday, S. C., Isibor, N. J., & Chukwuma-Eke, E. C. (2022). The role of data visualization and forensic technology in enhancing audit effectiveness: A research synthesis. International Journal of Management and Organizational Research, 1(2), 126–137.
  42. Kisina, D., Ochuba, N. A., Owoade, S., Uzoka, A. C., Gbenle, T. P., & Adanigbo, O. S. (2023). A conceptual framework for scalable microservices in real-time airline operations platforms. IRE Journals, 6(8), 344–349. https://irejournals.com/paper-details/1708125
  43. Kokogho, E., Adeniji, I. E., Olorunfemi, T. A., Nwaozomudoh, M. O., Odio, P. E., & Sobowale, A. (2023). Framework for effective risk management strategies to mitigate financial fraud in Nigeria's currency operations. International Journal of Management and Organizational Research, 2(6), 209-222.
  44. Kolawole, T. O., Mustapha, A. Y., Mbata, A. O., Tomoh, B. O., Forkuo, A. Y., & Kelvin-Agwu, M. C. (2023). Innovative strategies for reducing antimicrobial resistance: A review of global policy and practice. Journal Name Missing.
  45. Komi, L. S., Chianumba, E. C., Forkuo, A. Y., Osamika, D., & Mustapha, A. Y. (2022). A conceptual framework for training community health workers through virtual public health education modules. IRE Journals, 5(11), 332–335.
  46. Komi, L. S., Mustapha, A. Y., Forkuo, A. Y., & Osamika, D. (2023). Assessing the impact of digital health records on rural clinic efficiency in Nigeria. GABR Journal of Advanced Health Informatics, 3(2), 98–104.
  47. Komi, L. S., Mustapha, A. Y., Forkuo, A. Y., & Osamika, D. (2023). Exploring the socio-economic implications of health data privacy violations in low-income communities. Computer Science and IT Research Journal, 12(6), 85–93.
  48. Kufile, O.T., Otokiti, B.O., Onifade, A.Y., Ogunwale, B. & Okolo, C.H., 2023. Modeling Customer Retention Probability Using Integrated CRM and Email Analytics. International Scientific Refereed Research Journal, 6(4), pp.78-100.
  49. Kufile, O.T., Otokiti, B.O., Onifade, A.Y., Ogunwale, B. & Okolo, C.H., 2023. Leveraging Cross-Platform Consumer Intelligence for Insight-Driven Creative Strategy. International Scientific Refereed Research Journal, 6(2), pp.116-133. DOI:
  50. Lottu, O. A., Ehiaguina, V. E., Ayodeji, S. A., Ndiwe, T. C., & Izuka, U. (2023). Global review of solar power in education: initiatives, challenges, and benefits. Engineering Science & Technology Journal, 4(4), 209-221.
  51. Mgbame, A. C., Akpe, O. E. E., Abayomi, A. A., Ogbuefi, E., & Adeyelu, O. O. (2021). Building data-driven resilience in small businesses: A framework for operational intelligence. IRE Journals, 4(9), 253–257.
  52. Mgbame, A. C., Akpe, O. E. E., Abayomi, A. A., Ogbuefi, E., & Adeyelu, O. O. (2020). Barriers and enablers of BI tool implementation in underserved SME communities. IRE Journals, 3(7), 211–213.
  53. Nwabekee, U.S., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. and George, O.O., (2023) ‘A Conceptual Framework for Data-Informed Gig Economy Infrastructure Development in Last-Mile Delivery Systems’, Journal of Frontiers in Multidisciplinary Research, 4(2), pp.82-97.
  54. Nwaimo, C. S., Adewumi, A., & Ajiga, D. (2022). Advanced data analytics and business intelligence: Building resilience in risk management. International Journal of Science and Research Archive, 6(2), 336–344.
  55. Nwangele, C. R., Adewuyi, A., Onifade, O., & Ajuwon, A. (2022). AI-driven financial automation models: Enhancing credit underwriting and payment systems in SMEs. International Journal of Social Science Exceptional Research, 1(2), 131–142.
  56. Nwangele, C.R., Adewuyi, A., Ajuwon, A. & Akintobi, A.O. (2021) ‘Advances in Sustainable Investment Models: Leveraging AI for Social Impact Projects in Africa’, International Journal of Multidisciplinary Research and Growth Evaluation, 2(2), pp. 307–318. ISSN: 2582-7138. DOI:
  57. Nwangene, C.R., Adewuyi, A., Ajuwon, A. & Akintobi, A.O. (2021) ‘Advancements in Real-Time Payment Systems: A Review of Blockchain and AI Integration for Financial Operations’, IRE Journals, 4(8), pp. 206–221. ISSN: 2456-8880.
  58. Nwani, S., Abiola-Adams, O., Otokiti, B.O. & Ogeawuchi, J.C. (2023) Developing Capital Expansion and Fundraising Models for Strengthening National Development Banks in African Markets, International Journal of Scientific Research in Science and Technology, 10(4), pp. 741-751.
  59. Nwani, S., Abiola-Adams, O., Otokiti, B.O. & Ogeawuchi, J.C., 2020.Designing Inclusive and Scalable Credit Delivery Systems Using AI-Powered Lending Models for Underserved Markets. IRE Journals, 4(1), pp.212-214. DOI: 10.34293 /irejournals.v 4i1.1708888.
  60. Nwani, S., Abiola-Adams, O., Otokiti, B.O., & Ogeawuchi, J.C., 2023.Constructing Revenue Growth Acceleration Frameworks through Strategic Fintech Partnerships in Digital E-Commerce Ecosystems. International Journal of Advanced Multidisciplinary Research and Studies, 3(6), pp.1780–1785.
  61. Ochuba, N.A., Kisina, D., Adanigbo, O.S., Uzoka, A.C., Akpe, O.E. & Gbenle, T.P., 2023.Systematic Review of Infrastructure as Code (IaC) and GitOps for Cloud Automation and Governance. International Journal of Multidisciplinary Research and Growth Evaluation, 4(2), pp.664–670. DOI: .
  62. Odetunde, A., Adekunle, B. I., & Ogeawuchi, J. C. (2023). Using predictive analytics and automation tools for real-time regulatory reporting and compliance monitoring. International Journal of Multidisciplinary Research and Growth Evaluation, 3(2), 650–661.
  63. Odofin, O.T., Adekunle, B.I., Ogbuefi, E., Ogeawuchi, J.C., Adanigbo, O.S. and Gbenle, T.P. (2023) ‘Improving Healthcare Data Intelligence through Custom NLP Pipelines and Fast API Micro services’, Journal of Frontiers in Multidisciplinary Research, 4(1), pp.390-397.
  64. Odofin, O.T., Agboola, O.A., Ogbuefi, E., Ogeawuchi, J.C., Adanigbo, O.S. & Gbenle, T.P. (2020) 'Conceptual Framework for Unified Payment Integration in Multi-Bank Financial Ecosystems', IRE Journals, 3(12), pp. 1-13.
  65. Odogwu, R., Ogeawuchi, J. C., Abayomi, A. A., Agboola, O. A., & Owoade, S. (2022). Optimizing productivity in asynchronous remote project teams through AI-augmented workflow orchestration and cognitive load balancing. International Journal of Multidisciplinary Research and Growth Evaluation, 3(4), 628–634.
  66. Odogwu, R., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. & Owoade, S. (2021). Developing conceptual models for business model innovation in post-pandemic digital markets. IRE Journals, 5(6), 1–13.
  67. Odogwu, R., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. and Owoade, S. (2023) 'Optimizing Business Process Automation with AI: A Framework for Maximizing Strategic ROI', International Journal of Management and Organizational Research, 2(3), pp. 44-54.
  68. Odogwu, R., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. and Owoade, S. (2023) ‘Bridging the Gap between Data Science and Decision Makers: A Review of Augmented Analytics in Business Intelligence.’ International Journal of Management and Organizational Research, 2(3), pp.61-69. DOI:
  69. Ogbuefi, E., Mgbame, A. C., Akpe, O. E. E., Abayomi, A. A., & Adeyelu, O. O. (2021). Affordable automation: Leveraging cloud-based BI systems for SME sustainability. IRE Journals, 4(12), 393–397. https://irejournals.com/paper-details/1708219
  70. Ogeawuchi, J. C., Akpe, O. E. E., Abayomi, A. A., Agboola, O. A., Ogbuefi, E., & Owoade, S. (2021). Systematic review of advanced data governance strategies for securing cloud-based data warehouses and pipelines. IRE Journals, 5(1), 476–478. https://irejournals.com/paper-details/1708318
  71. Ogunnowo, E.O., Adewoyin, M.A., Fiemotongha, J.E., Igunma, T.O. & Adeleke, A.K., 2020.Systematic Review of Non-Destructive Testing Methods for Predictive Failure Analysis in Mechanical Systems. IRE Journals, 4(4), pp.207–215.
  72. OJIKA, F. U., OWOBU, W. O., ABIEBA, O. A., ESAN, O. J., UBAMADU, B. C., & IFESINACHI, A. (2021). Optimizing AI models for cross-functional collaboration: A framework for improving product roadmap execution in agile teams.
  73. Okolo, F. C., Etukudoh, E. A., Ogunwole, O., Osho, G. O., & Basiru, J. O. (2023). Systematic review of cyber threats and resilience strategies across global supply chains and transportation networks. IRE Journals, 6(1), 55–62.
  74. OKOLO, F. C., ETUKUDOH, E. A., OGUNWOLE, O., OSHO, G. O., & BASIRU, J. O. (2021). Systematic review of cyber threats and resilience strategies across global supply chains and transportation networks.
  75. Oladosu, S. A., Ike, C. C., Adepoju, P. A., Afolabi, A. I., Ige, A. B., & Amoo, O. O. (2021). Advancing cloud networking security models: Conceptualizing a unified framework for hybrid cloud and on-premises integrations. Magna Scientia Advanced Research and Reviews.
  76. Olajide, J. O., Otokiti, B. O., Nwani, S., Ogunmokun, A. S., Adekunle, B. I., & Fiemotongha, J. E. (2021). Framework for gross margin expansion through factory-specific financial health checks. IRE Journals, 5(5), 487–489.
  77. Olawale, H.O., Isibor, N.J. & Fiemotongha, J.E., 2022.Multi-Jurisdictional Compliance Framework for Financial and Insurance Institutions Operating Across Regulatory Regimes. International Journal of Management and Organizational Research, 1(2), pp.111-116. DOI: 10.54660/IJMOR.2022.1.2.111-116.
  78. Olorunyomi, T. D., Adewale, T. T., & Odonkor, T. N. (2022). Dynamic risk modeling in financial reporting: Conceptualizing predictive audit frameworks. Int J Frontline Res Multidiscip Stud [Internet], 1(2), 094-112.
  79. OLUDARE, J. K., ADEYEMI, K., & OTOKITI, B. (2022). IMPACT OF KNOWLEDGE MANAGEMENT PRACTICES AND PERFORMANCE OF SELECTED MULTINATIONAL MANUFACTURING FIRMS IN SOUTH-WESTERN NIGERIA. The title should be concise and supplied on a separate sheet of the manuscript., 2(1), 48.
  80. Olufemi-Phillips, A. Q., Ofodile, O. C., Toromade, A. S., Eyo-Udo, N. L., & Adewale, T. T. (2020). Optimizing FMCG supply chain management with IoT and cloud computing integration. International Journal of Managemeijignt & Entrepreneurship Research, 6(11), 1-15.
  81. Oluoha, O. M., Odeshina, A., Reis, O., Okpeke, F., Attipoe, V., & Orieno, O. H. (2021). Project management innovations for strengthening cybersecurity compliance across complex enterprises. International Journal of Multidisciplinary Research and Growth Evaluation, 2(1), 871–881.
  82. Oluoha, O.M., Odeshina, A., Reis, O., Okpeke, F., Attipoe, V. & Orieno, O.H., 2022. A Strategic Fraud Risk Mitigation Framework for Corporate Finance Cost Optimization and Loss Prevention. IRE Journals, 5(10), pp.354-355.
  83. Oluoha, O.M., Odeshina, A., Reis, O., Okpeke, F., Attipoe, V. & Orieno, O.H., 2022.Artificial Intelligence Integration in Regulatory Compliance: A Strategic Model for Cybersecurity Enhancement. Journal of Frontiers in Multidisciplinary Research, 3(1), pp.35-46. DOI:
  84. Oluwafemi, I.O. Clement, T. Adanigbo, O.S. Gbenle, T.P. Adekunle, B.I. (2021) A Review of Ethical Considerations in AI-Driven Marketing Analytics: Privacy, Transparency, and Consumer Trust: International Journal Of Multidisciplinary Research and Growth Evaluation 2(2) 428-435
  85. Oluwafemi, I.O. Clement, T. Adanigbo, O.S. Gbenle, T.P. Adekunle, B.I. (2021) A Review of Data-Driven Prescriptive Analytics (DPSA) Models for Operational Efficiency across Industry Sectors: International Journal Of Multidisciplinary Research and Growth Evaluation, 2(2) 420- 427
  86. Oluwafemi, I.O. Clement, T. Adanigbo, O.S. Gbenle, T.P. Adekunle, B.I. (2021)Artificial Intelligence and Machine Learning in Sustainable Tourism: A Systematic Review of Trends and Impacts: Iconic Research and Engineering Journals, 4(11) 468- 477
  87. Omisola, J. O., Etukudoh, E. A., Okenwa, O. K., & Tokunbo, G. I. (2020). Innovating Project Delivery and Piping Design for Sustainability in the Oil and Gas Industry: A Conceptual Framework. perception, 24, 28-35.
  88. Omisola, J. O., Etukudoh, E. A., Okenwa, O. K., & Tokunbo, G. I. (2020). Geosteering Real-Time Geosteering Optimization Using Deep Learning Algorithms Integration of Deep Reinforcement Learning in Real-time Well Trajectory Adjustment to Maximize. Unknown Journal.
  89. Onaghinor, O., Uzozie, O.T. & Esan, O.J., 2021. Predictive Modeling in Procurement: A Framework for Using Spend Analytics and Forecasting to Optimize Inventory Control. Engineering and Technology Journal, 4(7), pp.122-124. DOI: 10.47191 /etj/v 407.1702584.
  90. Onaghinor, O., Uzozie, O.T. & Esan, O.J., 2021. Resilient Supply Chains in Crisis Situations: A Framework for Cross-Sector Strategy in Healthcare, Tech, and Consumer Goods. Engineering and Technology Journal, 5(3), pp.283-284. DOI: 10.47191 /etj/v 503.1702911.
  91. Onifade, A.Y., Ogeawuchi, J.C. et al. (2021) A Conceptual Framework for Integrating Customer Intelligence into Regional Market Expansion Strategies, IRE Journals, 5(2).
  92. Onifade, A.Y., Ogeawuchi, J.C. et al. (2021) Advances in Multi-Channel Attribution Modeling for Enhancing Marketing ROI in Emerging Economies, IRE Journals, 5(6).
  93. Onifade, O., Sharma, A., Adekunle, B. I., Ogeawuchi, J. C., & Abayomi, A. A. (2022). Digital upskilling for the future workforce: Evaluating the impact of AI and automation on employment trends. International Journal of Multidisciplinary Research and Growth Evaluation, 3(3), 680–685.
  94. Onoja, J. P., & Ajala, O. A. (2022). Innovative telecommunications strategies for bridging digital inequities: A framework for empowering underserved communities. GSC Advanced Research and Reviews, 13(01), 210–217.
  95. Onoja, J. P., Hamza, O., Collins, A., Chibunna, U. B., Eweja, A., & Daraojimba, A. I. (2021). Digital Transformation and Data Governance: Strategies for Regulatory Compliance and Secure AI-Driven Business Operations.
  96. Onukwulu, E. C., Fiemotongha, J. E., Igwe, A. N., & Ewim, C. P.-M. (2022). The strategic influence of geopolitical events on crude oil pricing: An analytical approach for global traders. International Journal of Management and Organizational Research, 1(1), 58–74. https://doi.org/10.54660/IJMOR.2022.1.1.58-74
  97. Osho, G. O., Omisola, J. O., & Shiyanbola, J. O. (2020). A Conceptual Framework for AI-Driven Predictive Optimization in Industrial Engineering: Leveraging Machine Learning for Smart Manufacturing Decisions. Unknown Journal.
  98. Osho, G. O., Omisola, J. O., & Shiyanbola, J. O. (2020). An Integrated AI-Power BI Model for Real-Time Supply Chain Visibility and Forecasting: A Data-Intelligence Approach to Operational Excellence. Unknown Journal.
  99. Otokiti, B. O., Igwe, A. N., Ewim, C. P. M., & Ibeh, A. I. (2021). Developing a framework for leveraging social media as a strategic tool for growth in Nigerian women entrepreneurs. Int J Multidiscip Res Growth Eval, 2(1), 597-607.
  100. Otokiti, B. O., Igwe, A. N., Ewim, C. P., Ibeh, A. I., & Sikhakhane-Nwokediegwu, Z. (2022). A framework for developing resilient business models for Nigerian SMEs in response to economic disruptions. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 647–659.
  101. Owobu, W. O., Abieba, O. A., Gbenle, P., Onoja, J. P., Daraojimba, A. I., Adepoju, A. H., & Chibunna, U. B. (2022). Conceptual Framework for Deploying Data Loss Prevention and Cloud Access Controls in Multi-Layered Security Environments.
  102. Owobu, W. O., Abieba, O. A., Gbenle, P., Onoja, J. P., Daraojimba, A. I., Adepoju, A. H., & Ubamadu, B. C. (2021). Modelling an effective unified communications infrastructure to enhance operational continuity across distributed work environments. IRE Journals, 4(12), 369-371.
  103. Owobu, W. O., Abieba, O. A., Gbenle, P., Onoja, J. P., Daraojimba, A. I., Adepoju, A. H., & Ubamadu, B. C. (2021). Review of enterprise communication security architectures for improving confidentiality, integrity, and availability in digital workflows. IRE Journals, 5(5), 370-372.
  104. Oyedokun, O.O., 2019.Green Human Resource Management Practices (GHRM) and Its Effect on Sustainable Competitive Edge in the Nigerian Manufacturing Industry: A Study of Dangote Nigeria Plc. MBA Dissertation, Dublin Business School.
  105. Oyeniyi, L. D., Igwe, A. N., Ofodile, O. C., & Paul-Mikki, C. (2021). Optimizing risk management frameworks in banking: Strategies to enhance compliance and profitability amid regulatory challenges. Journal Name Missing.
  106. Ozobu, C. O., Adikwu, F., Odujobi, O., Onyekwe, F. O., & Nwulu, E. O. (2022). A conceptual model for reducing occupational exposure risks in high-risk manufacturing and petrochemical industries through industrial hygiene practices. International Journal of Social Science Exceptional Research, 1(1), 26-37.
  107. Sharma, A., Adekunle, B.I., Ogeawuchi, J.C., Abayomi, A.A. & Onifade, O. (2021) 'Governance Challenges in Cross-Border Fintech Operations: Policy, Compliance, and Cyber Risk Management in the Digital Age', IRE Journals, 4(9), pp. 1-8.
  108. Sharma, A., Adekunle, B.I., Ogeawuchi, J.C., Abayomi, A.A. & Onifade, O. (2019) 'IoT-enabled Predictive Maintenance for Mechanical Systems: Innovations in Real-time Monitoring and Operational Excellence', IRE Journals, 2(12), pp. 1-10.
  109. Sobowale, A., Odio, P. E., Kokogho, E., Olorunfemi, T. A., Nwaozomudoh, M. O., & Adeniji, I. E. (2022). A conceptual model for reducing operational delays in currency distribution across Nigerian banks. International Journal of Social Science Exceptional Research, 1(6), 17-29.
  110. Uzozie, O.T., Onaghinor, O., & Esan, O.J., 2022.Global Supply Chain Strategy: Framework for Managing Cross-Continental Efficiency and Performance in Multinational Operations. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), pp.932-937. DOI: 10.54660 /.IJMRGE. 2022.3.1.932-937

International Journal of Scientific Research in Science and Technology

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Published

2023-07-30

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Volume 10, Issue 4, July-August-2023

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Research Articles

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[1]
Onuh Matthew Ijiga, Ginikachi Prisca Ifenatuora, Mariam Olateju "STEM-Driven Public Health Literacy : Using Data Visualization and Analytics to Improve Disease Awareness in Secondary Schools" International Journal of Scientific Research in Science and Technology(IJSRST), Online ISSN : 2395-602X, Print ISSN : 2395-6011,Volume 10, Issue 4, pp.773-793, July-August-2023.