Comprehensive Evaluation of PFAS Contamination in U.S. Drinking Water Systems and Its Implications for Human Health in Marginalized Communities

Authors

  • Omotolani Oyelade Independent Researcher, USA Author
  • Chiamaka Grace Ohanebo Independent Researcher, USA Author

DOI:

https://doi.org/10.32628/CSEIT251116282

Keywords:

PFAS, Drinking Water Contamination, Environmental Justice, Marginalized Communities, Human Health Risk, Water Treatment, Regulatory Policy

Abstract

Per- and polyfluoroalkyl substances (PFAS) have emerged as persistent contaminants in U.S. drinking water systems, raising significant public health and environmental justice concerns. These synthetic chemicals are widely used in industrial processes, firefighting foams, and consumer products, and they resist degradation, bioaccumulate, and migrate across environmental media. This study presents a comprehensive evaluation of PFAS contamination patterns across U.S. drinking water systems, integrating regulatory data, peer reviewed literature, and community exposure reports to assess distribution, risk drivers, and health implications, with particular attention to marginalized communities. The analysis maps major contamination sources, including industrial discharge, military installations, waste sites, and wastewater residuals, and examines disparities in monitoring coverage and remediation capacity. Evidence indicates that low income and historically underserved populations are more likely to rely on smaller or under resourced water systems with limited treatment infrastructure and delayed compliance responses. Toxicological and epidemiological findings associate PFAS exposure with increased risks of metabolic disorders, immune dysfunction, developmental effects, and certain cancers, while uncertainty remains regarding mixture effects and long term low dose exposure. The study evaluates current and emerging treatment technologies, including granular activated carbon, ion exchange, and high pressure membrane filtration, highlighting cost, scalability, and operational constraints that disproportionately burden disadvantaged communities. Policy analysis reviews recent federal and state regulatory actions, maximum contaminant level proposals, and funding mechanisms, identifying gaps in enforcement, data transparency, and community engagement. A risk based, equity centered framework is proposed to guide monitoring prioritization, infrastructure investment, and health surveillance in high vulnerability areas. The findings underscore the need for standardized testing, cumulative exposure assessment, and targeted support for affected communities to reduce unequal risk. Strengthening cross sector collaboration, improving public communication, and expanding biomonitoring programs are critical to translating regulatory progress into measurable health protection. This evaluation contributes an integrated perspective linking contamination science, treatment feasibility, and social vulnerability, supporting more just and effective PFAS risk management strategies nationwide. Future research should refine exposure metrics, quantify mixture toxicity, and evaluate community driven remediation models to ensure durable, accountable, and equitable drinking water protection outcomes. Across diverse geographic and socioeconomic contexts in the United States overall today.

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Oguntegbe, E. E., Farounbi, B. O., & Okafor, C. M. (2019). Framework for leveraging private debt financing to accelerate SME development and expansion. IRE Journals, 2(10), 540–554.

Oguntegbe, E. E., Farounbi, B. O., & Okafor, C. M. (2020). Strategic capital markets model for optimizing infrastructure bank exit and liquidity events. Journal of Frontiers in Multidisciplinary Research, 1(2), 121–130. DOI: https://doi.org/10.54660/.IJFMR.2020.1.2.121-130

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Oguntegbe, E. E., Farounbi, B. O., & Okafor, C. M. (2023). Industry screening framework for identifying capital requirements in global mid-market enterprises. Journal of Frontiers in Multidisciplinary Research, 3(3), 1226–1236. DOI: https://doi.org/10.62225/2583049X.2023.3.3.5067

Oguntegbe, E. E., Farounbi, B. O., & Okafor, C. M. (2023). Quantitative model for assessing borrower creditworthiness in private debt transactions. International Journal of Multidisciplinary Research and Studies, 3(3), 1204–1214. DOI: https://doi.org/10.62225/2583049X.2023.3.3.5065

Ogunwole, O., Okonkwo, C. S., Agbabiaka, J., Mayo, W., & Okeke, O. T. (2021). Supply Chain Resilience Framework for Critical Infrastructure and Gas Processing Plants. DOI: https://doi.org/10.32628/SHISRRJ214462

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Okonkwo, C. S., Agbabiaka, J., Mayo, W., & Okeke, O. T. (2024). Conceptual Framework for Digital Supply Chain Governance in Energy and Infrastructure Sectors. DOI: https://doi.org/10.32628/GISRRJ247423

Okonkwo, C. S., Agbabiaka, J., Mayo, W., & Okeke, O. T. (2024). Framework for Secure and Scalable Supply Chain Systems Supporting National Energy Reliability.

Okonkwo, C. S., Agbabiaka, J., Mayo, W., & Okeke, O. T. (2024). Model for Predictive Procurement Planning to Sustain Operational Uptime. International Journal of Scientific Research in Humanities and Social Sciences, 1(2), 909-928. DOI: https://doi.org/10.32628/IJSRSSH242772

Okonkwo, C. S., Agbabiaka, J., Mayo, W., & Okeke, O. T. (2024). Review of Advances in Procurement Strategy, ERP Adoption, and Logistics Performance.

Okonkwo, C. S., Agbabiaka, J., Mayo, W., & Okeke, O. T. (2024). Supply Chain Automation Framework Using Service Management Platforms.

Okonkwo, C. S., Agbabiaka, J., Ogunwole, O., Mayo, W., & Okeke, O. T. (2020). Model for demurrage elimination and port logistics efficiency in emerging economies. International Journal of Multidisciplinary Research and Growth Evaluation, 1(5), 552–562. DOI: https://doi.org/10.54660/.IJMRGE.2020.1.5.552-562

Okonkwo, C. S., Agbabiaka, J., Ogunwole, O., Mayo, W., & ThankGod, O. (2021). Conceptual Model for Materials Readiness and Maintenance-Driven Supply Chain Performance. DOI: https://doi.org/10.54660/.IJMRGE.2021.2.6.584-594

Okonkwo, C. S., Mayo, W., & Okeke, O. T. (2023). Conceptual model for asset lifecycle management and inventory visibility. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 10(1), 809–824. https://doi.org/10.32628/CSEIT2391568 DOI: https://doi.org/10.32628/CSEIT2391568

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Olamide, A. L., & Badmus, O. & (2023). Comprehensive Evaluation Model for Improving Carbon Accounting Accuracy in Corporate Sustainability Programs. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 10(1) 825-853.

Olamide, A. L., & Badmus, O. (2018). Spatially Explicit Risk Modeling Framework for Tracking Subsurface Contaminant Migration in Data-Limited Remediation Sites. Ire Journals, 2(6) 178- 198

Olamide, A. L., & Badmus, O. (2019). Climate-Responsive Groundwater Vulnerability Assessment Model Integrating Hydrological Variability and Land-Use Change. Ire Journals, 3(6) 449- 470

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Oparah, O. S., Ezeh, F. E., Olatunji, G. I., & Ajayi, O. O. (2023). Framework for designing national real-time disease surveillance dashboards for public health stakeholders. Shodhshauryam, International Scientific Refereed Research Journal, 6(1), 208–227.

Oparah, O. S., Ezeh, F. E., Olatunji, G. I., & Ajayi, O. O. (2024). Framework for integrating climate data and health outcomes to improve mortality risk prediction systems. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 10(2), 1128–1150.

Oparah, O. S., Gado, P., Ezeh, F. E., Gbaraba, S. V., Omotayo, O., & Adeleke, A. S. (2021). Framework for Scaling Mobile Health Solutions for Chronic Disease Monitoring and Treatment Adherence Improvement. Framework, 2(4). DOI: https://doi.org/10.54660/.IJMRGE.2021.2.4.1074-1094

Oparah, S. O., Gado, P., Ezeh, F. E., Gbaraba, S. V., & Suliat, A. (2024). Comprehensive Review of Telehealth Effectiveness in Bridging Rural-Urban Disparities in Healthcare Access.

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Oshoba, T. O., Hammed, N. I., & Odejobi, O. D. (2021). Adoption model for multi-factor authentication in enterprise Microsoft 365 environments. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 7(1), 519–536

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Osuji, V. C., Okafor, C. M., & Dako, O. F. (2023). Architecting embedded finance ecosystems that converge payments, credit, and data services for inclusive economic growth. Shodhshauryam, International Scientific Refereed Research Journal, 6(3), 289–312.

Owoade, O. A., Moneke, K. C., & Anioke, S. C. (2022). Leveraging Business Intelligence to Optimize Resource Allocation in Mental Health and Substance Abuse Centers. Journal of Scientific and Engineering Research, 9(12), 210-235.

Oziri, S. T., Arowogbadamu, A. A. G., & Seyi-Lande, O. B. (2022). Predictive Modeling Applications Designing Usage and Retention Testbeds to Improve Campaign Effectiveness and Strengthen Telecom Customer Relationships.

Oziri, S. T., Arowogbadamu, A. A. G., & Seyi-Lande, O. B. (2023). Designing Youth-Centric Product Innovation Frameworks for Next-Generation Consumer Engagement in Digital Telecommunications.

Oziri, S. T., Arowogbadamu, A. A. G., & Seyi-Lande, O. B. (2023). Revenue Forecasting Models as Risk Mitigation Tools Leveraging Data Analytics in Telecommunications Strategy.

Oziri, S. T., Arowogbadamu, A. A.-G., & Seyi-Lande, O. B. (2020). Predictive analytics applications in reducing customer churn and enhancing lifecycle value in telecommunications markets. International Journal of Multidisciplinary Futuristic Development, 1(02), 40–49. DOI: https://doi.org/10.54660/IJMFD.2020.1.2.40-49

Oziri, S. T., Seyi-Lande, O. B., & Arowogbadamu, A. A. G. (2019). Dynamic tariff modeling as a predictive tool for enhancing telecom network utilization and customer experience. Iconic Research and Engineering Journals, 2(12), 436-450.

Oziri, S. T., Seyi-Lande, O. B., & Arowogbadamu, A. A. G. (2020). End-to-end product lifecycle management as a strategic framework for innovation in telecommunications services. International Journal of Multidisciplinary Evolutionary Research, 1(2), 54-64 DOI: https://doi.org/10.54660/IJMER.2020.1.2.54-64

Panieri, E., Baralic, K., Djukic-Cosic, D., Buha Djordjevic, A., & Saso, L. (2022). PFAS molecules: a major concern for the human health and the environment. Toxics, 10(2), 44. DOI: https://doi.org/10.3390/toxics10020044

Patrick, M. C. A., Okonkwo, C. S., Mayo, W., & Okeke, O. T. (2020). A GIS Enabled Framework for Modern ERP Procurement Processes. DOI: https://doi.org/10.54660/.IJMRGE.2020.1.5.499-508

Patrick, M. C. A., Okonkwo, C. S., Mayo, W., & Okeke, O. T. (2021). Model for data driven vendor evaluation and bid selection using geospatial intelligence. Shodhshauryam, International Scientific Refereed Research Journal, 4(4), 426–443. https://doi.org/10.32628 DOI: https://doi.org/10.32628/SHISRRJ214461

Rukh, S., Oziri, S. T., & Seyi-Lande, O. B. (2023). Framework for enhancing marketing strategy through predictive and prescriptive analytics. Shodhshauryam, International Scientific Refereed Research Journal, 6(4), 531–569. DOI: https://doi.org/10.32628/SHISRRJ236174

Rukh, S., Seyi-Lande, O. B., & Oziri, S. (2023). A model for advancing digital inclusion through business analytics and partnerships. Gyanshauryam, International Scientific Refereed Research Journal, 6(5), 661–700. DOI: https://doi.org/10.32628/GISRRJ236535

Rukh, S., Seyi-Lande, O. B., & Oziri, S. T. (2022). Framework design for machine learning adoption in enterprise performance optimization. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 8(3), 798–830. DOI: https://doi.org/10.32628/CSEIT2215510

Rukh, S., Seyi-Lande, O. B., & Oziri, S. T. (2024). An integrated framework for AI and predictive analytics in supply chain management. International Journal of Scientific Research in Humanities and Social Sciences, 1(1), 451–491. DOI: https://doi.org/10.32628/IJSRSSH243671

Sanusi, A. N., Bayeroju, O. F., & Nwokediegwu, Z. Q. S. (2020). Conceptual model for low-carbon procurement and contracting systems in public infrastructure delivery. Journal of Frontiers in Multidisciplinary Research, 1(2), 81-92. DOI: https://doi.org/10.54660/.JFMR.2020.1.2.81-92

Sanusi, A. N., Bayeroju, O. F., & Nwokediegwu, Z. Q. S. (2020). Framework for applying artificial intelligence to construction cost prediction and risk mitigation. Journal of Frontiers in Multidisciplinary Research, 1(2), 93-101. DOI: https://doi.org/10.54660/.JFMR.2020.1.2.93-101

Sanusi, A. N., Bayeroju, O. F., & Nwokediegwu, Z. Q. S. (2021). Conceptual Framework for Building Information Modelling Adoption in Sustainable Project Delivery Systems.

Sanusi, A. N., Bayeroju, O. F., & Nwokediegwu, Z. Q. S. (2023). Conceptual Framework for Smart Infrastructure Systems Using AI-Driven Predictive Maintenance Models.

Sanusi, A. N., Bayeroju, O. F., & Nwokediegwu, Z. Q. S. (2023). Conceptual Model for Sustainable Procurement and Governance Structures in the Built Environment.

Sanusi, A. N., Bayeroju, O. F., & Nwokediegwu, Z. Q. S. (2023). Conceptual Framework for Climate Change Adaptation through Sustainable Housing Models in Nigeria.

Sanusi, A. N., Bayeroju, O. F., & Nwokediegwu, Z. Q. S. (2023). Framework for Leveraging Artificial Intelligence in Monitoring Environmental Impacts of Green Buildings.

Sanusi, A. N., Bayeroju, O. F., & Nwokediegwu, Z. Q. S. (2023). Review of Blockchain-Enabled Construction Supply Chains for Transparency and Sustainability Outcomes.

Sanusi, A. N., Bayeroju, O. F., Queen, Z., & Nwokediegwu, S. (2019). Circular Economy Integration in Construction: Conceptual Framework for Modular Housing Adoption.

Seyi-Lande, O. & Onaolapo, C. P. (2024). Elevating Business Analysis with AI: Strategies for Analysts. DOI: https://doi.org/10.20944/preprints202401.0435.v1

Seyi-Lande, O. B., Arowogbadamu, A. A. G., & Oziri, S. T. (2018). A comprehensive framework for high-value analytical integration to optimize network resource allocation and strategic growth. Iconic Research and Engineering Journals, 1(11), 76-91.

Seyi-Lande, O. B., Arowogbadamu, A. A. G., & Oziri, S. T. (2020). Geomarketing analytics for driving strategic retail expansion and improving market penetration in telecommunications. International Journal of Multidisciplinary Futuristic Development, 1(2), 50-60.

Seyi-Lande, O. B., Arowogbadamu, A. A. G., & Oziri, S. T. (2021). Agile and Scrum-Based Approaches for Effective Management of Telecommunications Product Portfolios and Services.

Seyi-Lande, O. B., Arowogbadamu, A. A. G., & Oziri, S. T. (2022). Cross-Functional Key Performance Indicator Frameworks for Driving Organizational Alignment and Sustainable Business Growth.

Seyi-Lande, O. B., Arowogbadamu, A. A. G., & Oziri, S. T. (2023). Market Repositioning Strategies Through Business Intelligence and Advanced Analytics for Competitive Advantage in Telecoms.

Seyi-Lande, O. B., Arowogbadamu, A. A. G., & Oziri, S. T. (2024). Subscriber Base Expansion Through Strategic Innovation and Market Penetration in Competitive Telecommunications Landscapes.

Seyi-Lande, O. B., Arowogbadamu, A. A.-G., & Oziri, S. T. (2020). Geo-marketing analytics for driving strategic retail expansion and improving market penetration in telecommunications. International Journal of Multidisciplinary Futuristic Development, 1(2), 50–60. DOI: https://doi.org/10.54660/IJMFD.2020.1.2.50-60

Seyi-Lande, O. B., Oziri, S. T., & Arowogbadamu, A. A. G. (2018). Leveraging business intelligence as a catalyst for strategic decision-making in emerging telecommunications markets. Iconic Research and Engineering Journals, 2(3), 92-105.

Seyi-Lande, O. B., Oziri, S. T., & Arowogbadamu, A. A. G. (2019). Pricing strategy and consumer behavior interactions: Analytical insights from emerging economy telecommunications sectors. Iconic Research and Engineering Journals, 2(9), 326-340.

Uduokhai, D. O., Garba, B. M. P., Nwafor, M. I., & Sanusi, A. N. (2024). Techno-Economic Evaluation of Renewable-Material Construction for Low-Income Housing Communities. International Journal of Scientific Research in Humanities and Social Sciences, 1(2), 888-908. DOI: https://doi.org/10.32628/IJSRSSH242771

Uduokhai, D. O., Garba, B. M. P., Okafor, M. I., & Sanusi, A. N. (2023). Modeling user experience and post-occupancy satisfaction in government-sponsored housing projects. Gyanshauryam, International Scientific Refereed Research Journal, 6(2), 479–497. DOI: https://doi.org/10.32628/GISRRJ236825

Uduokhai, D. O., Giloid, S., Nwafor, M. I., & Adio, S. A. (2022). GIS-based analysis of urban infrastructure performance and spatial planning efficiency in Nigerian cities. Gyanshauryam, International Scientific Refereed Research Journal, 5(5), 290–304 DOI: https://doi.org/10.32628/GISRRJ2256234

Uduokhai, D. O., Giloid, S., Nwafor, M. I., & Adio, S. A. (2023). Evaluating the role of building information modeling in enhancing project performance in Nigeria. International Journal of Advanced Multidisciplinary Research and Studies, 3(6), 2154–2161. DOI: https://doi.org/10.62225/2583049X.2023.3.6.5297

Uduokhai, D. O., Nwafor, M. I., Gildoid, S., & Adio, S. A. (2021). Risk management framework for mitigating cost overruns in public housing development projects. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 7(5), 325–349. DOI: https://doi.org/10.32628/CSEIT217559

Uduokhai, D. O., Nwafor, M. I., Giloid, S., & Adio, S. A. (2021). Empirical analysis of stakeholder collaboration models in large-scale public housing delivery. International Journal of Multidisciplinary Research and Growth Evaluation, 2(6), 556–565. DOI: https://doi.org/10.54660/.IJMRGE.2021.2.6.556-565

Uduokhai, D. O., Nwafor, M. I., Giloid, S., & Adio, S. A. (2022). Evaluation of public-private partnership frameworks for effective affordable housing delivery in Africa. Shodhshauryam, International Scientific Refereed Research Journal, 5(1), 224–242. DOI: https://doi.org/10.32628/SHISRRJ247132

Uduokhai, D. O., Nwafor, M. I., Sanusi, A. N., & Garba, B. M. P. (2024). System Dynamics Modeling of Circular Economy Integration within the African Construction Industry. International Journal of Scientific Research in Humanities and Social Sciences, 1(2), 871-887.

Uduokhai, D. O., Nwafor, M. I., Sanusi, A. N., & Garba, B. M. P. (2023). Applying design thinking approaches to architectural education and innovation in Nigerian universities. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 9(4), 852–870. DOI: https://doi.org/10.32628/CSEIT23564532

Uduokhai, D. O., Nwafor, M. I., Sanusi, A. N., & Garba, B. M. P. (2023). Critical review of housing policy implementation strategies in Sub-Saharan African urban economies. Shodhshauryam, International Scientific Refereed Research Journal, 6(3), 465–486. DOI: https://doi.org/10.32628/SHISRRJ236927

Uduokhai, D. O., Nwafor, M. I., Sanusi, A. N., & Garba, B. M. P. (2024). System Dynamics Modeling of Circular Economy Integration within the African Construction Industry. International Journal of Scientific Research in Humanities and Social Sciences, 1(2), 871-887. DOI: https://doi.org/10.32628/IJSRSSH242770

Uduokhai, D. O., Okafor, M. I., Giloid, S., & Adio, S. A. (2022). Simulation-based framework for energy efficiency optimization in educational and institutional buildings. International Scientific Refereed Research Journal, 5(5), 305–321. DOI: https://doi.org/10.32628/GISRRJ2256235

Uduokhai, D. O., Okafor, M. I., Sanusi, A. N., & Garba, B. M. P. (2023). Systems-based analysis of urban mobility, land-use patterns, and sustainable city growth dynamics. Gyanshauryam, International Scientific Refereed Research Journal, 6(2), 498–515. DOI: https://doi.org/10.32628/GISRRJ236826

Uduokhai, D. O., Sanusi, A. N., Nwafor, M. I., & Garba, B. M. P. (2024). Institutional ethics and professional governance in urban design and architectural practice in Africa. International Journal of Advanced Multidisciplinary Research and Studies, 4(6), 2683–2695. DOI: https://doi.org/10.62225/2583049X.2024.4.6.5296

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2021). Marketing intelligence as a catalyst for business resilience and consumer behavior shifts during and after global crises. Journal of Frontiers in Multidisciplinary Research, 2(2), 195-203.

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2021). Inclusive Go-To-Market Strategy Design for Promoting Sustainable Consumer Access and Participation Across Socioeconomic Demographics.

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2021). Integrated communication funnel optimization for awareness, engagement, and conversion across omnichannel consumer touchpoints. Journal of Frontiers in Multidisciplinary Research, 2(2), 186-194.

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2019). Linking macroeconomic analysis to consumer behavior modeling for strategic business planning in evolving market environments. IRE Journals, 3(3), 203-213.

Kusuma, Kranthi Kiran. (2025). Risk Based Project Management in Carrier Certification for Emerging Mobile Technologies. International Journal for Research Trends and Innovation. 10. 10.56975/ijrti.v10i8.205893. DOI: https://doi.org/10.56975/ijrti.v10i8.205893

FNU Pawan Kumar, "Performance Monitoring And Administration Tools For Distributed Systems: Integration Of Opm Graphs And Logmon", IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.12, Issue 2, Page No pp.676-684, June 2025 DOI: https://doi.org/10.56975/ijrar.v12i2.320015

Mishra, Chandan. (2025). Developing Custom Solutions for Payroll Budget Checking in PeopleSoft Finance. International Journal of Research and Analytical Reviews. 12. 10.56975/ijrar.v12i3.318078. DOI: https://doi.org/10.56975/ijrar.v12i3.318078

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2022). Synchronized content delivery framework for consistent cross-platform brand messaging in regulated and consumer-focused sectors. International Scientific Refereed Research Journal, 5(5), 345-354.

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2023). A behavioral analytics model for enhancing marketing ROI through intelligent media buying and campaign attribution optimization. International Scientific Refereed Research Journal, 6(5), 228-252.

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2022). Quantifying the impact of experiential brand activations on customer loyalty, sentiment, and repeat engagement in competitive markets. International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), 6(3), 623–632.

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2022). Strategic Digital Storytelling Techniques for Building Authentic Brand Narratives and Driving Cross-Generational Consumer Trust Online.

Pal, P. K., Kataria, B., & Jangid, J. (2025). AI-Driven Multimodal Ensemble Framework for Accurate Hardware Failure Detection in Optical Embedded Systems: Eliminating Unnecessary RMAs. Preprints. https://doi.org/10.20944/preprints202512.1937.v1 DOI: https://doi.org/10.20944/preprints202512.1937.v1

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2022). A model for cross-departmental marketing collaboration and customer-centric campaign design in large-scale financial organizations. Shodhshauryam, International Scientific Refereed Research Journal, 5(5), 224–248.

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2023). Application of sentiment and engagement analytics in measuring brand health and influencing long-term market positioning. International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), 7(5), 733–742.

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2024). A comparative evaluation of CRM, marketing automation, and engagement platforms in driving data-driven sales funnel performance. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 10(4), 672–697.

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2021). Marketing intelligence as a catalyst for business resilience and consumer behavior shifts during and after global crises. Journal of Frontiers in Multidisciplinary Research, 2(2), 195-203. DOI: https://doi.org/10.54660/.JFMR.2021.2.2.195-203

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2021). Inclusive Go-To-Market Strategy Design for Promoting Sustainable Consumer Access and Participation Across Socioeconomic Demographics. DOI: https://doi.org/10.54660/IJMFD.2021.2.1.104-113

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2021). Integrated communication funnel optimization for awareness, engagement, and conversion across omnichannel consumer touchpoints. Journal of Frontiers in Multidisciplinary Research, 2(2), 186-194. DOI: https://doi.org/10.54660/.JFMR.2021.2.2.186-194

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Akinrinoye, O. V. (2019). Linking macroeconomic analysis to consumer behavior modeling for strategic business planning in evolving market environments. IRE Journals, 3(3), 203-213.

Umoren, O., Didi, P. U., Balogun, O., Abass, O. S., & Vivian, O. (2023). Predictive Personalization of Products and Services Using Advanced Consumer Segmentation and Behavioral Trend Forecasting Models.

Wang, F., Xiang, L., Leung, K. S. Y., Elsner, M., Zhang, Y., Guo, Y., ... & Tiedje, J. M. (2024). Emerging contaminants: a one health perspective. The Innovation, 5(4). DOI: https://doi.org/10.1016/j.xinn.2024.100612

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22-08-2025

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Research Articles

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[1]
Omotolani Oyelade and Chiamaka Grace Ohanebo, “Comprehensive Evaluation of PFAS Contamination in U.S. Drinking Water Systems and Its Implications for Human Health in Marginalized Communities”, Int. J. Sci. Res. Comput. Sci. Eng. Inf. Technol, vol. 11, no. 4, pp. 654–690, Aug. 2025, doi: 10.32628/CSEIT251116282.