Capstone Model for Retention Forecasting Using Business Intelligence Dashboards in Graduate Programs

Authors

  • Okeoghene Elebe Independent Researcher, USA Author
  • Chikaome Chimara Imediegwu Independent Researcher, USA Author

Keywords:

Graduate Retention, Business Intelligence Dashboards, Predictive Analytics, Educational Data Mining, Student Success Models

Abstract

Graduate student retention remains a critical challenge in higher education, impacting institutional reputation, funding, and student outcomes. This review explores the development and application of a capstone model for retention forecasting using business intelligence (BI) dashboards, aimed at enabling data-informed decisions by academic administrators. The paper evaluates how BI tools can integrate historical enrollment data, student engagement metrics, financial aid trends, and demographic information to identify at-risk students and forecast dropout probabilities. Emphasis is placed on interactive dashboards powered by predictive analytics and visual storytelling techniques that provide stakeholders with real-time insights into retention trends. By reviewing literature across educational data mining, decision-support systems, and dashboard design principles, this study offers a comprehensive framework for deploying BI-driven retention forecasting systems. The review also addresses implementation challenges, including data quality, privacy concerns, and faculty adoption, and proposes recommendations for designing scalable and adaptive retention models aligned with institutional goals. The overarching aim is to highlight how BI dashboards can transform student success strategies, personalize interventions, and improve institutional resilience in an increasingly data-centric educational environment.

Downloads

Download data is not yet available.

References

Abayomi, A. A., Ubanadu, B. C., Daraojimba, A. I., Agboola, O. A., Ogbuefi, E., & Owoade, S. (2021). A conceptual framework for real-time data analytics and decision-making in cloud-optimized business intelligence systems. IRE Journals, 4(9), 271–272. https://irejournals.com/paper-details/1708317

Adebisi, B., Aigbedion, E., Ayorinde, O. B., & Onukwulu, E. C. (2021). A conceptual model for predictive asset integrity management using data analytics to enhance maintenance and reliability in oil & gas operations.

Adekuajo, I.O Udeh, C.A Abdul, A.A Ihemereze, K.C Nnabugwu, O.C and Daraojimba, C. (2023) Crisis Marketing in The FMCG Sector: A Review of Strategies Nigerian Brands Employed During The Covid-19 Pandemic: International Journal of Management and Entrepreneurship Research 5(12) 952-977

Adekunle, B. I., Chukwuma-Eke, E. C., Balogun, E. D., & Ogunsola, K. O. (2021). A predictive modeling approach to optimizing business operations: A case study on reducing operational inefficiencies through machine learning. International Journal of Multidisciplinary Research and Growth Evaluation, 2(1), 791–799.

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), 71–87. https://doi.org/10.54660/.IJMRGE.2020.1.2.71-87

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.

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. https://doi.org/10.54660/IJMOR.2022.1.1.171-183

Adewale, T. T., Olorunyomi, T. D., & Odonkor, T. N. (2022). Blockchain-enhanced financial transparency: A conceptual approach to reporting and compliance. Int J Front Sci Technol Res, 2(1), 24–45.

Adewuyi, A., Ajuwon, A., Oladuji, T.J. & Akintobi, A.O. (2024) ‘A Conceptual Framework for AI-Enhanced Investment Decision-Making in Venture Capital: Unlocking Opportunities in Emerging Markets’, International Journal of Scientific Research in Science, Engineering and Technology (IJSRSET), 11(3), pp. 592–634. ISSN: 2394-4099. DOI:

Afolabi, S. O., & Akinsooto, O. (2021). Theoretical framework for dynamic mechanical analysis in material selection for high-performance engineering applications. Noûs, 3.

Ajiga, D. I., Hamza, O., Eweje, A., Kokogho, E., & Odio, P. E. (2021). Machine learning in retail banking for financial forecasting and risk scoring. IJSRA, 2(4), 33–42.

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.

Ashiedu, B. I., Ogbuefi, E., Nwabekee, U. S., Ogeawuchi, J. C., & Abayomis, A. A. (2022). Automating risk assessment and loan cleansing in retail lending: A conceptual fintech framework. IRE Journals, 5(9), 728–734.

Atalor, S. I., Ijiga, O. M., & Enyejo, J. O. (2023). Harnessing Quantum Molecular Simulation for Accelerated Cancer Drug Screening. International Journal of Scientific Research and Modern Technology, 2(1), 1–18. https://doi.org/10.38124/ijsrmt.v2i1.502

Austin-Gabriel, B., Hussain, N. Y., Ige, A. B., Adepoju, P. A., Amoo, O. O., & Afolabi, A. I. (2021). Advancing zero trust architecture with AI and data science for enterprise cybersecurity frameworks. Open Access Research Journal of Engineering and Technology, 1(01), 047–055.

Ayoola, V. B., Ugoaghalam, U. J., Idoko P. I, Ijiga, O. M & Olola, T. M. (2024). Effectiveness of social engineering awareness training in mitigating spear phishing risks in financial institutions from a cybersecurity perspective. Global Journal of Engineering and Technology Advances, 2024, 20(03), 094–117. https://gjeta.com/content/effectiveness-social-engineering-awareness-training-mitigating-spear-phishing-risks

Benson, C. E., Okolo, C. H., & Oke, O. (2023). Enhancing Audience Engagement through Predictive Analytics: AI Models for Improving Content Interactions and Retention. Shodhshauryam, International Scientific Refereed Research Journal, 6(4), 121–134. https://doi.org/10.32628/SHISRRJ

Bristol-Alagbariya, B., Ayanponle, O. L., & Ogedengbe, D. E. (2022). Strategic frameworks for contract management excellence in global energy HR operations. GSC Advanced Research and Reviews, 11(3), 150–157.

Chianumba, E. C., Ikhalea, N. U. R. A., Mustapha, A. Y., Forkuo, A. Y., & Osamika, D. A. M. I. L. O. L. A. (2021). A conceptual framework for leveraging big data and AI in enhancing healthcare delivery and public health policy. IRE Journals, 5(6), 303–310.

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.

Daraojimba, A.I., Ogeawuchi, J.C. et al. (2021) Systematic Review of Serverless Architectures and Business Process Optimization, IRE Journals, 4(12).

Dienagha, I. N., Onyeke, F. O., Digitemie, W. N., & Adekunle, M. (2021). Strategic reviews of greenfield gas projects in Africa: Lessons learned for expanding regional energy infrastructure and security.

Egbuhuzor, N. S., Ajayi, A. J., Akhigbe, E. E., Agbede, O. O., Ewim, C. P. M., & Ajiga, D. I. (2021). Cloud-based CRM systems: Revolutionizing customer engagement in the financial sector with artificial intelligence. International Journal of Science and Research Archive, 3(1), 215-234.

Esan, O. J., Uzozie, O. T., & Onaghinor, O. (2022). Policy and operational synergies: Strategic supply chain optimization for national economic growth. Engineering and Technology Journal, 3(1), 893–899. https://doi.org/10.54660/IJMRGE.2022.3.1.893-899

EZEANOCHIE, C. C., AFOLABI, S. O., & AKINSOOTO, O. (2021). A Conceptual Model for Industry 4.0 Integration to Drive Digital Transformation in Renewable Energy Manufacturing.

Ezeife, E., Kokogho, E., Odio, P. E., & Adeyanju, M. O. (2021). The future of tax technology in the United States: A conceptual framework for AI-driven tax transformation. Future, 2(1).

Ezeife, E., Kokogho, E., Odio, P. E., & Adeyanju, M. O. (2021). The future of tax technology in the United States: A conceptual framework for AI-driven tax transformation. Future, 2(1).

Ezeilo, O. J., Chima, O. K., & Ojonugwa, B. M. (2022). AI-augmented forecasting in omnichannel retail: Bridging predictive analytics with customer experience optimization. International Journal of Scientific Research in Science and Technology, 9(5), 1332–1349. https://doi.org/10.32628/IJSRST229522

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.

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, 1–38.

Fredson, G., Adebisi, B., Ayorinde, O. B., Onukwulu, E. C., Adediwin, O., & Ihechere, A. O. (2021). Driving organizational transformation: Leadership in ERP implementation and lessons from the oil and gas sector. Int J Multidiscip Res Growth Eval [Internet].

Fredson, G., Adebisi, B., Ayorinde, O. B., Onukwulu, E. C., Adediwin, O., & Ihechere, A. O. (2021). Revolutionizing procurement management in the oil and gas industry: Innovative strategies and insights from high-value projects. Int J Multidiscip Res Growth Eval [Internet].

Hassan, Y. G., Collins, A., Babatunde, G. O., Alabi, A. A., & Mustapha, S. D. (2021). AI-driven intrusion detection and threat modeling to prevent unauthorized access in smart manufacturing networks. Artificial intelligence (AI), 16.

Hussain, N. Y., Austin-Gabriel, B., Ige, A. B., Adepoju, P. A., Amoo, O. O., & Afolabi, A. I. (2021). AI-driven predictive analytics for proactive security and optimization in critical infrastructure systems. Open Access Research Journal of Science and Technology, 2(02), 006-015.

Idoko, I. P., Ijiga, O. M., Agbo, D. O., Abutu, E. P., Ezebuka, C. I., & Umama, E. E. (2024). Comparative analysis of Internet of Things (IOT) implementation: A case study of Ghana and the USA-vision, architectural elements, and future directions. *World Journal of Advanced Engineering Technology and Sciences*, 11(1), 180-199.

Idoko, I. P., Ijiga, O. M., Akoh, O., Agbo, D. O., Ugbane, S. I., & Umama, E. E. (2024). Empowering sustainable power generation: The vital role of power electronics in California's renewable energy transformation. *World Journal of Advanced Engineering Technology and Sciences*, 11(1), 274-293.

Idoko, I. P., Ijiga, O. M., Enyejo, L. A., Akoh, O., & Ileanaju, S. (2024). Harmonizing the voices of AI: Exploring generative music models, voice cloning, and voice transfer for creative expression

Idoko, I. P., Ijiga, O. M., Enyejo, L. A., Akoh, O., & Isenyo, G. (2024). Integrating superhumans and synthetic humans into the Internet of Things (IoT) and ubiquitous computing: Emerging AI applications and their relevance in the US context. *Global Journal of Engineering and Technology Advances*, 19(01), 006-036.

Idoko, I. P., Ijiga, O. M., Enyejo, L. A., Ugbane, S. I., Akoh, O., & Odeyemi, M. O. (2024). Exploring the potential of Elon Musk's proposed quantum AI: A comprehensive analysis and implications. *Global Journal of Engineering and Technology Advances*, 18(3), 048-065.

Idoko, I. P., Ijiga, O. M., Harry, K. D., Ezebuka, C. C., Ukatu, I. E., & Peace, A. E. (2024). Renewable energy policies: A comparative analysis of Nigeria and the USA.

Ihimoyan, M. K., Ibokette, A. I., Olumide, F. O., Ijiga, O. M., & Ajayi, A. A. (2024). The Role of AI-Enabled Digital Twins in Managing Financial Data Risks for Small-Scale Business Projects in the United States. International Journal of Scientific Research and Modern Technology, 3(6), 12–40. https://doi.org/10.5281/zenodo.14598498

Ijiga, O. M., Idoko, I. P., Ebiega, G. I., Olajide, F. I., Olatunde, T. I., & Ukaegbu, C. (2024). Harnessing adversarial machine learning for advanced threat detection: AI-driven strategies in cybersecurity risk assessment and fraud prevention. Open Access Research Journals. Volume 13, Issue. https://doi.org/10.53022/oarjst.2024.11.1.0060I

Ike, C. C., Ige, A. B., Oladosu, S. A., Adepoju, P. A., Amoo, O. O., & Afolabi, A. I. (2021). Redefining zero trust architecture in cloud networks: A conceptual shift towards granular, dynamic access control and policy enforcement. Magna Scientia Advanced Research and Reviews, 2(1), 074-086.

Ilori, O., Lawal, C. I., Friday, S. C., Isibor, N. J., & Chukwuma-Eke, E. C. (2022). Cybersecurity auditing in the digital age: A review of methodologies and regulatory implications.

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.

Isibor, N. J., Ewim, C. P. M., Ibeh, A. I., Adaga, E. M., Sam-Bulya, N. J., & Achumie, G. O. (2021). A generalizable social media utilization framework for entrepreneurs: Enhancing digital branding, customer engagement, and growth. International Journal of Multidisciplinary Research and Growth Evaluation, 2(1), 751-758.

Kisina, D., Akpe, O. E. E., Ochuba, N. A., Ubanadu, B. C., Daraojimba, A. I., & Adanigbo, O. S. (2021). Advances in backend optimization techniques using caching, load distribution, and response time reduction. IRE Journals, 5(1), 467–472.

Kisina, D., Akpe, O. E. E., Owoade, S., Ubanadu, B. C., Gbenle, T. P., & Adanigbo, O. S. (2021). A conceptual framework for full-stack observability in modern distributed software systems. IRE Journals, 4(10), 293–298. https://irejournals.com/paper-details/1708126

Kisina, D., Akpe, O. E. E., Owoade, S., Ubanadu, B. C., Gbenle, T. P., & Adanigbo, O. S. (2022). A conceptual framework for implementing zero trust principles in cloud and hybrid IT environments. IRE Journals, 5(8), 412–417. https://irejournals.com/paper-details/1708124

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.

Manuel, H. N. N., Adeoye, T. O., Idoko, I. P., Akpa, F. A., Ijiga, O. M., & Igbede, M. A. (2024). Optimizing passive solar design in Texas green buildings by integrating sustainable architectural features for maximum energy efficiency. *Magna Scientia Advanced Research and Reviews*, 11(01), 235-261. https://doi.org/10.30574/msarr.2024.11.1.0089

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.

Mgbame, A. C., Akpe, O. E. E., Abayomi, A. A., Ogbuefi, E., & Adeyelu, O. O. (2022). Developing low-cost dashboards for business process optimization in SMEs. International Journal of Management and Organizational Research, 1(1), 214-230.

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.

Mgbeadichie, C. (2021). Beyond storytelling: Conceptualizing economic principles in Chimamanda Adichie’s Americanah. Research in African Literatures, 52(2), 119–135.

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. https://doi.org/10.30574/ijsra.2022.6.2.0121

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. DOI: 10.54660/IJMRGE.2021.2.2.307-318.

Nwangele, C.R., Oladuji, T.J., Ajuwon, A. & Onifade, O. (2024) ‘A Conceptual Framework for Venture Capital Decision-Making in Africa: Leveraging AI and Big Data for Investment’, Finance & Accounting Research Journal, Special Edition, 6(12) pp. 2262–2303. ISSN: 2708-6348.

NWANI, S., ABIOLA-ADAMS, O. L. A. Y. I. N. K. A., OTOKITI, B. O., & OGEAWUCHI, J. C. (2022). Constructing Revenue Growth Acceleration Frameworks Through Strategic Fintech Partnerships in Digital E-Commerce Ecosystems.

Nwani, S., Abiola-Adams, O., Otokiti, B.O. & Ogeawuchi, J.C., 2022.Integrating Credit Guarantee Schemes into National Development Finance Frameworks through Multi-Tier Risk-Sharing Models. International Journal of Social Science Exceptional Research, 1(2), pp.125-130. DOI: 10.54660/IJSSER.2022.1.2.125-130.

Nwani, S., Abiola-Adams, O., Otokiti, B.O. & Ogeawuchi, J.C., 2022.Constructing Revenue Growth Acceleration Frameworks Through Strategic Fintech Partnerships in Digital E-Commerce Ecosystems. IRE Journals, 6(2), pp.372-374. DOI: 10.34293 /irejournals.v 6i2.1708924.

Odetunde, A., Adekunle, B. I., & Ogeawuchi, J. C. (2022). 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.

Odetunde, A., Adekunle, B.I. and Ogeawuchi, J.C. (2022) ‘Optimizing Contract Negotiation and Client Account Management Through Data-Driven Financial Models’, International Journal of Social Science Exceptional Research, 1(4), pp.25-35.

Odetunde, A., Adekunle, B.I. and Ogeawuchi, J.C., (2022) ‘Using Predictive Analytics and Automation Tools for Real-Time Regulatory Reporting and Compliance Monitoring’. International Journal of Multidisciplinary Research and Growth Evaluation, 3(2), pp.650-661.

Odio, P.E., Kokogho, E., Olorunfemi, T.A., Nwaozomudoh, M.O., Adeniji, I.E. & Sobowale, A., 2022.Conceptual Model for Reducing Operational Delays in Currency Distribution across Nigerian Banks. International Journal of Social Science Exceptional Research, 1(6), pp.17–29. DOI: 10.54660/IJSSER.2022.1.6.020.1.

ODOFIN, O. T., ABAYOMI, A. A., & CHUKWUEMEKE, A. (2020). Developing Microservices Architecture Models for Modularization and Scalability in Enterprise Systems.

Odofin, O.T., Owoade, S., Ogbuefi, E., Ogeawuchi, J.C., Adanigbo, O.S. and Gbenle, T.P. (2022) ‘Integrating Event-Driven Architecture in Fintech Operations Using Apache Kafka and RabbitMQ Systems’, International Journal of Multidisciplinary Research and Growth Evaluation, 3(4), pp.635-643.

Odogwu, R., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. & Owoade, S. (2022) 'Integrating ESG Compliance into Strategic Business Planning: A Sectoral Comparative Review', IRE Journals, 6(1), pp. 1-51.

Odogwu, R., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A. & Owoade, S. (2022) 'Conceptual Review of Agile Business Transformation Strategies in Multinational Corporations', IRE Journals, 6(4), pp. 1-10.

Ogunnowo, E. O., Adewoyin, M. A., Fiemotongha, J. E., & Odion, T. (2022). Advances in predicting microstructural evolution in superalloys using directed energy deposition data.

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.

Ogunsola, K. O., Balogun, E. D., & Ogunmokun, A. S. (2022). Developing an automated ETL pipeline model for enhanced data quality and governance in analytics. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 791–796.

Ojika, F. U., Owobu, W. O., Abieba, O. A., Esan, O. J., Ubamadu, B. C., & Daraojimba, A. I. (2022). The role of artificial intelligence in business process automation: A model for reducing operational costs and enhancing efficiency. International Journal of Multidisciplinary Research and Growth Evaluation, 3(1), 842–860. https://doi.org/10.54660/IJMRGE.2022.3.1.842-860

Okeke, R. O., Ibokette, A. I., Ijiga, O. M., Enyejo, L. A., Ebiega, G. I., & Olumubo, O. M. (2024). The reliability assessment of power transformers. *Engineering Science & Technology Journal*, 5(4), 1149-1172.

Oladuji, T.J., Adewuyi, A., Nwangele, C.R. & Ajuwon, A. (2023) ‘AI-Driven Solutions for Payment System Automation: Transforming Credit Scoring and Underwriting Models’, Gyanshauryam International Scientific Refereed Research Journal, 6(5), pp. 67–100. ISSN: 2582-0095.

Olajide, J. O., Otokiti, B. O., Nwani, S., Ogunmokun, A. S., Adekunle, B. I., & Fiemotongha, J. E. (2021). Developing internal control and risk assurance frameworks for compliance in supply chain finance. IRE Journals, 4(11), 459–461. DOI:

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.

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.

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: .

Oluoha, O.M., Odeshina, A., Reis, O., Okpeke, F., Attipoe, V. & Orieno, O.H., 2022.Unified Framework for Risk-Based Access Control and Identity Management in Compliance-Critical Environments. Journal of Frontiers in Multidisciplinary Research, 3(1), pp.23-34. DOI: .

Oluwafemi, I.O. Clement, T. Adanigbo, O.S. Gbenle, T.P. Adekunle, B.I. (2024) A Conceptual Framework for AI-Driven Sustainability in Tourism Ecosystems : Shodhshauryam International Scientific Refereed Research Journal, 7(4) 95-100

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.

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.

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.

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.

Onaghinor, O., Uzozie, O.T. & Esan, O.J., 2022. Optimizing Project Management in Multinational Supply Chains: A Framework for Data-Driven Decision-Making and Performance Tracking. Engineering and Technology Journal, 3(1), pp.907-913. DOI: 10.54660 /.IJMRGE. 2022.3.1.907-913.

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).

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).

Onifade, A.Y., Ogeawuchi, J.C., Abayomi, A.A., Agboola, O.A., Dosumu, R.E. & George, O.O., 2022.Systematic Review of Brand Advocacy Program Analytics for Youth Market Penetration and Engagement. International Journal of Social Science Exceptional Research, 1(1), pp.297–310. DOI: .

Onifade, O., Sharma, A., Adekunle, B.I., Ogeawuchi, J.C. and 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), pp.680-685.

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.

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.

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), pp.58-74. DOI: 10.54660/IJMOR.2022.1.1.58-74 32.

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.

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.

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.

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. Int J Multidiscip Res Growth Eval, 3(1), 647-659.a

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.

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.

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.

Oyebanji, O. S., Apampa, A. R., Idoko, P. I., Babalola, A., Ijiga, O. M., Afolabi, O. & Michael, C. I. (2024). Enhancing breast cancer detection accuracy through transfer learning: A case study using efficient net. World Journal of Advanced Engineering Technology and Sciences, 2024, 13(01), 285–318. https://wjaets.com/content/enhancing-breast-cancer-detection-accuracy-through-transfer-learning-case-study-using

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.

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.

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.

Ozobu, C.O., Adikwu, F.E., Odujobi, O., Onyekwe, F.O., Nwulu, E.O. & Daraojimba, A.I., 2023. Leveraging AI and Machine Learning to Predict Occupational Diseases: A Conceptual Framework for Proactive Health Risk Management in High-Risk Industries. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.928–938. DOI: 10.54660/.IJMRGE.2023.4.1.928-938.

Ozobu, C.O., Onyekwe, F.O., Adikwu, F.E., Odujobi, O. & Nwulu, E.O., 2023. Developing a National Strategy for Integrating Wellness Programs into Occupational Safety and Health Management Systems in Nigeria: A Conceptual Framework. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.914–927. DOI: 10.54660/.IJMRGE.2023.4.1.914-927.

Sam-Bulya, N. J., Mbanefo, J. V., Ewim, C. P. M., & Ofodile, O. C. (2024). Improving data interoperability in sustainable supply chains using distributed ledger technologies. International Journal of Engineering Research and Development, 20(11), 703-713.

Sam-Bulya, N. J., Mbanefo, J. V., Ewim, C. P. M., & Ofodile, O. C. (2024). Ensuring privacy and security in sustainable supply chains through distributed ledger technologies. International Journal of Engineering Research and Development, 20(11), 691-702.

Sam-Bulya, N. J., Mbanefo, J. V., Ewim, C. P. M., & Ofodile, O. C. (2024). Blockchain for sustainable supply chains: A systematic review and framework for SME implementation. International Journal of Engineering Research and Development, 20(11), 673-690.

Sharma, A., Adekunle, B. I., Ogeawuchi, J. C., Abayom, A. A., & Onifade, O. (2024). ‘Optimizing Due Diligence with AI: A Comparative Analysis of Investment Outcomes in Technology-Enabled Private Equity’, International Journal of Scientific Research in Science and Technology, 11(2), 1082-1092.

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.

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.

Sharma, A., Adekunle, B.I., Ogeawuchi, J.C., Abayomi, A.A. and Onifade, O., (2023) ‘AI-Driven Patient Risk Stratification Models in Public Health: Improving Preventive Care Outcomes through Predictive Analytics’. International Journal of Multidisciplinary Research and Growth Evaluation, 4(3), pp.1123-1130.

Shiyanbola, J. O., Omisola, J. O., & Osho, G. O. (2023). An Agile Workflow Management Framework for Industrial Operations: Migrating from Email-Based Systems to Visual JIRA-Kanban Platforms.

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.

Soyege, O. S., Nwokedi, C. N., Balogun, O. D., Mustapha, A. Y., Tomoh, B. O., Mbata, A. O., & Iguma, D. R. (2024). Big data analytics and artificial intelligence in healthcare: Revolutionizing patient care and clinical outcomes. International Journal of Scientific Research in Science and Technology, 11(6), 1048-1060.

Soyege, O. S., Nwokedi, C. N., Tomoh, B. O., Mustapha, A. Y., Mbata, A. O., Balogun, O. D., & Forkuo, A. Y. (2024). Comprehensive review of healthcare innovations in enhancing patient outcomes through advanced pharmacy practices. International Journal of Scientific Research in Science, Engineering and Technology, 11(6), 425-437.

Tomoh, B. O., Soyege, O. S., Nwokedi, C. N., Mustapha, A. Y., Mbata, A. O., Balogun, O. D., & Iguma, D. R. (2024). Innovative Programs for Community Health: A Model for Addressing Healthcare Needs Through Collaborative Relationships. Community health, 42, 17.

Tomoh, B. O., Soyege, O. S., Nwokedi, C. N., Mustapha, A. Y., Mbata, A. O., Balogun, O. D., ... & Imohiosen, C. E. (2024). Leadership in Healthcare: Building High-Performing Teams and Cultivating a Culture of Continuous Improvement.

Tula, O. A., Babayeju, O., & Aigbedion, E. (2023). Implementing AI and ML to Strengthen Energy Sector Competence Verification. Future and Emerging Technologies in AI & ML, 2(2), 71-77.

Tula, O. A., Babayeju, O., & Aigbedion, E. (2024). Artificial Intelligence and Machine Learning in advancing competence assurance in the African energy industry. World Journal of Innovation and Modern Technology, 7(2), 83-95.

Uchendu, O., Omomo, K. O., & Esiri, A. E. (2024). Conceptual advances in petrophysical inversion techniques: The synergy of machine learning and traditional inversion models. Engineering Science & Technology Journal, 5(11).

Udo, W. S., Ochuba, N. A., Akinrinola, O., & Ololade, Y. J. (2024). Conceptualizing emerging technologies and ICT adoption: Trends and challenges in Africa-US contexts. World Journal of Advanced Research and Reviews, 21(3), 1676-1683.

Urefe, O., Odonkor, T. N., Chiekezie, N. R., & Agu, E. E. (2024). Enhancing small business success through financial literacy and education. Magna Scientia Advanced Research and Reviews, 11(2).

Urefe, O., Odonkor, T. N., Obeng, S., & Biney, E. (2024). Innovative strategic marketing practices to propel small business development and competitiveness. Magna Scientia Advanced Research and Reviews, 11(2), 278-296.

Uzoka, A., Cadet, E., & Ojukwu, P. U. (2024). Applying artificial intelligence in Cybersecurity to enhance threat detection, response, and risk management. Computer Science & IT Research Journal. P-ISSN, 2709-0043.

Uzoka, A., Cadet, E., & Ojukwu, P. U. (2024). The role of telecommunications in enabling Internet of Things (IoT) connectivity and applications. Comprehensive Research and Reviews in Science and Technology, 2(02), 055-073.

Uzozie, O.T., Onaghinor, O. & Esan, O.J., 2022. Innovating Last-Mile Delivery PostPandemic: A Dual-Continent Framework for Leveraging Robotics and AI. Engineering and Technology Journal, 3(1), pp.887-892. DOI: 10.54660/.IJMRGE.2022.3.1.887-892.

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

Uzozie, O.T., Onaghinor, O., Esan, O.J., Osho, G.O., & Etukudoh, E.A., 2023.Transforming Procurement Practices with Automation: A Review of Blockchain and RPA Integration for Enhanced Supplier Risk Management. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.1151-1157. DOI: 10.54660 /.IJMRGE. 2023.4.1.1151-1157

Uzozie, O.T., Onaghinor, O., Esan, O.J., Osho, G.O., & Omisola, J.O., 2023.AI-Driven Supply Chain Resilience: A Framework for Predictive Analytics and Risk Mitigation in Emerging Markets. International Journal of Multidisciplinary Research and Growth Evaluation, 4(1), pp.1141-1150. DOI: 10.54660/.IJMRGE.2023.4.1.1141-1150

Uzozie, O.T., Onaghinor, O., Esan, O.J., Osho, G.O., & Omisola, J.O., 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.938–943. DOI: 10.54660 /.IJMRGE. 2022.3.1.938-943.

Uzozie, O.T., Onukwulu, E.C., Olaleye, I.A., Makata, C.O., Paul, P.O. & Esan, O.J., 2024. Achieving Value for Money in the Procurement of Health Supplies: A Strategic Approach. Engineering and Technology Journal, 7(9), pp.514-515. DOI: 10.47191 /etj/v 709.1705613.

Uzozie, O.T., Onukwulu, E.C., Olaleye, I.A., Makata, C.O., Paul, P.O. & Esan, O.J., 2023. Sustainable Investing in Asset Management: A Review of Current Trends and Future Directions. Engineering and Technology Journal, 4(1), pp.1049-1054. DOI: 10.54660/.IJMRGE.2023.4.1.1049-1054.

Uzozie, O.T., Onukwulu, E.C., Olaleye, I.A., Makata, C.O., Paul, P.O. & Esan, O.J., 2023. Global Talent Management in Multinational Corporations: Challenges and Strategies: A Systematic Review. Engineering and Technology Journal, 4(1), pp.10951101 . DOI : 10.54660/.IJMRGE.2023.4.1.1095-1101.

Downloads

Published

13-07-2024

Issue

Vol. 11 No. 4 (2024): July-August

Section

Research Articles

License

Copyright (c) 2024 International Journal of Scientific Research in Science and Technology

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

https://creativecommons.org/licenses/by/4.0