A Health Systems Strengthening Model Integrating Logistics, Sales Strategy, and Stakeholder Collaboration in Nigeria

Authors(4) :-Michael Aduojo Amuta, Muridzo Muonde, Ashiata Yetunde Mustapha, Akachukwu Obianuju Mbata

Strengthening health systems in Nigeria necessitates a comprehensive approach that addresses systemic inefficiencies, fragmented logistics, underdeveloped pharmaceutical sales strategies, and insufficient stakeholder coordination. This paper proposes a conceptual model designed to integrate logistics management, sales strategies, and stakeholder collaboration as a unified framework to enhance healthcare delivery outcomes in Nigeria. Using a mixed-methods approach involving in-depth interviews, policy analysis, and quantitative modeling, the study identifies and examines the core drivers of inefficiency in the Nigerian health system. The model is empirically validated through a structural equation modeling (SEM) framework that links operational transparency, decentralized logistics coordination, and multi-sectoral stakeholder engagement to improved healthcare access and supply chain reliability. The findings reveal that supply chain fragmentation, weak accountability structures, and inadequate engagement of private sector actors are primary bottlenecks. The study underscores the potential of adaptive sales strategies and coordinated multi-stakeholder governance mechanisms to close operational gaps. The proposed framework contributes to the global discourse on sustainable health systems strengthening by providing actionable insights for policy makers, pharmaceutical firms, and donor agencies operating in complex low- and middle-income country (LMIC) settings.

Authors and Affiliations

Michael Aduojo Amuta
Getz Pharma Nigeria Limited, Lagos, Nigeria
Muridzo Muonde
Africure Pharmaceuticals Namibia
Ashiata Yetunde Mustapha
Kwara State Ministry of Health, Nigeria
Akachukwu Obianuju Mbata
Kaybat Pharmacy and Stores, Benin, Nigeria

Health Systems, Logistics, Sales Strategy, Nigeria, Stakeholder Collaboration, Supply Chain

  1. Ernest Chinonso Chianumba, Adelaide Yeboah Forkuo, Ashiata Yetunde Mustapha, Damilola Osamika, and Leesi Saturday Komi5, “Systematic Review of Maternal Mortality Reduction Strategies Using Technology-Enabled Interventions in Rural Clinics,” Int. J. Sci. Res. Comput. Sci. Eng. Inf. Technol..
  2. P. Yadav, “Health Product Supply Chains in Developing Countries: Diagnosis of the Root Causes of Underperformance and an Agenda for Reform,” Health Syst. Reform, vol. 1, no. 2, pp. 142–154, Feb. 2015, doi: 10.4161/23288604.2014.968005.
  3. F. C. Okolo, E. A. Etukudoh, O. Ogunwole, G. O. Osho, and J. O. Basiru, “Strategic Approaches to Building Digital Workforce Capacity for Cybersecure Transportation Operations and Policy Compliance,” 2023, [Online]. Available: https://www.researchgate.net/profile/Olufunmilayo-Ogunwole/publication/391017910
  4. R. Windisch, P. Waiswa, F. Neuhann, F. Scheibe, and D. De Savigny, “Scaling up antiretroviral therapy in Uganda: using supply chain management to appraise health systems strengthening,” Glob. Health, vol. 7, no. 1, p. 25, 2011, doi: 10.1186/1744-8603-7-25.
  5. D. Osamika, B. S. Adelusi, M. C. Kelvin-Agwu, A. Y. Mustapha, and N. Ikhalea, “Predictive Analytics for Chronic Respiratory Diseases Using Big Data: Opportunities and Challenges,” Int. J. Multidiscip. Res. Growth Eval., vol. 4, no. 1, pp. 1084–1094, 2023, doi: 10.54660/.IJMRGE.2023.4.1.1084-1094.
  6. R. M. Visconti, A. Doś, and A. P. Gurgun, “Public–private partnerships for sustainable healthcare in emerging Economies,” in The Emerald Handbook of Public–Private Partnerships in Developing and Emerging Economies, Emerald Publishing Limited, 2017, pp. 407–437. [Online]. Available: https://www.emerald.com/insight/content/doi/10.1108/978-1-78714-493-420171015/full/html/
  7. M. C. Kelvin-Agwu, A. Y. Mustapha, A. O. Mbata, B. O. Tomoh, and A. Y. Forkuo, “Modeling a Low-Cost, Portable Hemodialysis Device for Underserved Communities,” J. Front. Multidiscip. Res., vol. 4, no. 1, pp. 39–47, 2023, doi: 10.54660/.IJFMR.2023.4.1.39-47.
  8. I. J. Umoren, U. E. Etuk, A. P. Ekong, and K. C. Udonyah, “Healthcare logistics optimization framework for efficient supply chain management in Niger Delta Region of Nigeria,” Int. J. Adv. Comput. Sci. Appl., vol. 12, no. 4, pp. 593–604, 2021.
  9. T. O. Kolawole, A. Y. Mustapha, A. O. Mbata, B. O. Tomoh, A. Y. Forkuo, and M. C. Kelvin-Agwu, “Innovative Strategies for Reducing Antimicrobial Resistance: A Review of Global Policy and Practice,” J. Name Missing, 2023, [Online]. Available: https://www.researchgate.net/profile/Adelaide-Forkuo/publication/390200561_Innovative_Strategies_for_Reducing_Antimicrobial_Resistance_A_Review_of_Global_Policy_and_Practice/links/67e41160a43a11173be6fa29/Innovative-Strategies-for-Reducing-Antimicrobial-Resistance-A-Review-of-Global-Policy-and-Practice.pdf
  10. A. Scavarda, G. L. Daú, L. F. Scavarda, and A. L. Korzenowski, “A proposed healthcare supply chain management framework in the emerging economies with the sustainable lenses: The theory, the practice, and the policy,” Resour. Conserv. Recycl., vol. 141, pp. 418–430, 2019.
  11. O. T. Odofin, B. I. Adekunle, E. Ogbuefi, J. C. Ogeawuchi, O. S. Adanigbo, and T. P. Gbenle, “Improving Healthcare Data Intelligence through Custom NLP Pipelines and Fast API Micro services,” J. Front. Multidiscip. Res., vol. 4, no. 1, pp. 390–397, 2023, doi: 10.54660/.JFMR.2023.4.1.390-397.
  12. D. E. Ufua, E. Osabuohien, M. E. Ogbari, H. O. Falola, E. E. Okoh, and A. Lakhani, “Re-Strategising Government Palliative Support Systems in Tackling the Challenges of COVID-19 Lockdown in Lagos State, Nigeria,” Glob. J. Flex. Syst. Manag., vol. 22, no. S1, pp. 19–32, Jun. 2021, doi: 10.1007/s40171-021-00263-z.
  13. E. C. Chianumba, N. Ikhalea, A. Y. Mustapha, A. Y. Forkuo, and D. Osamika, “Framework for Using Behavioral Science and Public Health Data to Address Healthcare Inequality and Vaccine Hesitancy,” J. Front. Multidiscip. Res., vol. 4, no. 1, pp. 183–187, 2023, doi: 10.54660/.IJFMR.2023.4.1.183-187.
  14. E. O. Oyibocha, O. Irinoye, Eo. Sagua, O. T. D. Ogungide–Essien, Je. Edeki, and Ol. Okome, “Sustainable healthcare system in Nigeria: Vision, strategies and challenges,” J. Econ. Finance, vol. 5, no. 2, pp. 28–39, 2014.
  15. T. O. KOLAWOLE, A. Y. MUSTAPHA, A. O. MBATA, B. O. TOMOH, A. Y. FORKUO, and M. C. KELVIN-AGWU, “Evaluating the Effectiveness of Community-Based Health Education Programs in Preventing Non-Communicable Diseases,” J. Name Missing, 2023, [Online]. Available: https://www.researchgate.net/profile/Adelaide-Forkuo/publication/390193068_
  16. E. C. Onukwulu, M. O. Agho, and N. L. Eyo-Udo, “Developing a framework for AI-driven optimization of supply chains in energy sector,” Glob. J. Adv. Res. Rev., vol. 1, no. 2, pp. 82–101, 2023.
  17. D. Sarley et al., “Transforming vaccines supply chains in Nigeria,” Vaccine, vol. 35, no. 17, pp. 2167–2174, 2017.
  18. M. C. Kelvin-Agwu, A. Y. Mustapha, A. O. Mbata, B. O. Tomoh, and A. Y. Forkuo, “Development of AI-Assisted Wearable Devices for Early Detection of Respiratory Diseases,” 2023, [Online]. Available: https://www.researchgate.net/profile/Anfo-Pub-2/publication/390124136_Development_of_AI-Assisted_Wearable_Devices_for_Early_Detection_of_Respiratory_Diseases/links/68064cbfbfbe974b23b42011/Development-of-AI-Assisted-Wearable-Devices-for-Early-Detection-of-Respiratory-Diseases.pdf
  19. N. Ikhalea, E. C. Chianumba, A. Y. Mustapha, and A. Y. Forkuo, “Developing a Knowledge Graph for Integrating Health Data from Multiple Sources,” 2023, [Online]. Available: https://www.researchgate.net/profile/Anfo-Pub-2/publication/392194359
  20. E. L. Poi and D. Moko, “Sustainable shipping practices and supply chain performance of shipping firms in south-south Nigeria,” Int. Acad. J. Manag. Mark. Entrep. Stud., vol. 9, no. 2, pp. 28–43, 2023.
  21. F. Okolo, “Cargo Security Examination and it’s effect on National Security in the United State,” Int. J. Adv. Res. Innov. Ideas Educ., vol. 9, no. 2, pp. 1380–1388, 2023.
  22. P. O. Paul, A. B. N. Abbey, E. C. Onukwulu, M. O. Agho, and N. Louis, “Evaluating procurement strategies for multi-disease programs: Lessons from global initiatives,” World Health, vol. 14, no. 3, pp. 123–130, 2023.
  23. A. Sharma, B. I. Adekunle, J. C. Ogeawuchi, A. A. Abayomi, and O. Onifade, “AI-Driven Patient Risk Stratification Models in Public Health: Improving Preventive Care Outcomes through Predictive Analytics,” Int. J. Multidiscip. Res. Growth Eval., vol. 4, no. 3, pp. 1123–1130, 2023, doi: 10.54660/.IJMRGE.2023.4.3.1123-1130.
  24. F. C. Okolo, E. A. Etukudoh, O. Ogunwole, G. O. Osho, and J. O. Basiru, “Advances in Cyber-Physical Resilience of Transportation Infrastructure in Emerging Economies and Coastal Regions,” 2023, [Online]. Available: https://www.researchgate.net/profile/Olufunmilayo-Ogunwole/publication/391018430_Advances_in_Cyber-Physical_Resilience_of_Transportation_Infrastructure_in_Emerging_Economies_and_Coastal_Regions/links/68083261bd3f1930dd630c43/Advances-in-Cyber-Physical-Resilience-of-Transportation-Infrastructure-in-Emerging-Economies-and-Coastal-Regions.pdf
  25. C. Ottih, K. Cussen, and M. Mustafa, “Building strong health supply chain systems: the visibility and analytics network approach to improving the Nigeria immunisation supply chain,” BMJ Health Care Inform., vol. 25, no. 4, 2018, [Online]. Available: https://informatics.bmj.com/content/25/4/199
  26. M. C. KELVIN-AGWU, A. Y. MUSTAPHA, A. O. MBATA, B. O. TOMOH, A. YEBOAH, and T. O. K. FORKUO, “A Policy Framework for Strengthening Public Health Surveillance Systems in Emerging Economies,” J. Name Missing, 2023, [Online]. Available: https://www.researchgate.net/profile/Adelaide-Forkuo/publication/390129171_A_Policy_Framework_for_Strengthening_Public_Health_Surveillance_Systems_in_Emerging_Economies/links/67e19bafe62c604a0d11c129/A-Policy-Framework-for-Strengthening-Public-Health-Surveillance-Systems-in-Emerging-Economies.pdf
  27. A. Y. Mustapha, N. Ikhalea, E. C. Chianumba, and A. Y. Forkuo, “A Model for Integrating AI and Big Data to Predict Epidemic Outbreaks,” J. Front. Multidiscip. Res., vol. 4, no. 1, pp. 157–176, 2023, doi: 10.54660/.IJFMR.2023.4.1.157-176.
  28. L. Komi, “A Conceptual Model for Hybrid Telemedicine Deployment in Faith-Based Health Programs Across Sub-Saharan Africa.” [Online]. Available: https://www.researchgate.net/profile/Leesi-Komi/publication/391395676_
  29. E. C. Onukwulu, M. O. Agho, and N. L. Eyo-Udo, “Sustainable supply chain practices to reduce carbon footprint in oil and gas,” Glob. J. Res. Multidiscip. Stud., vol. 1, no. 2, pp. 24–43, 2023.
  30. F. C. Okolo, E. A. Etukudoh, O. Ogunwole, G. O. Osho, and J. O. Basiru, “A Conceptual Model for Balancing Automation, Human Oversight, and Security in Next-Generation Transport Systems,” 2023, [Online]. Available: https://www.researchgate.net/profile/Francess-Okolo-2/publication/391070666_A_Conceptual_Model_for_Balancing_Automation_Human_Oversight_and_Security_in_Next-Generation_Transport_Systems/links/681061a9bd3f1930dd67602c/A-Conceptual-Model-for-Balancing-Automation-Human-Oversight-and-Security-in-Next-Generation-Transport-Systems.pdf
  31. O. O. Ogbuagu, A. O. Mbata, O. D. Balogun, O. Oladapo, O. O. Ojo, and M. Muonde, “Optimizing supply chain logistics for personalized medicine: Strengthening drug discovery, production, and distribution,” Int. J. Multidiscip. Res. Growth Eval., vol. 4, no. 1, pp. 832–841, 2023.
  32. E. C. C. A. Y. Forkuo, “A Conceptual Framework for AI in Health Systems: Enhancing Diagnosis and Treatment.” [Online]. Available: https://www.researchgate.net/profile/Ernest-Chianumba/publication/390847834_A_Conceptual_Framework_for_AI_in_Health_Systems_Enhancing_Diagnosis_and_Treatment/links/68008737bfbe974b23aaee3a/A-Conceptual-Framework-for-AI-in-Health-Systems-Enhancing-Diagnosis-and-Treatment.pdf
  33. S. Oduro, K. M. Nyarku, and R. A. Gbadeyan, “Supplier relationship management and organizational performance of hospitals in an emerging economy context: a comparative study,” J. Model. Manag., vol. 15, no. 4, pp. 1451–1478, 2020.
  34. Ernest Chinonso Chianumba, Nura Ikhalea, Ashiata Yetunde Mustapha, Adelaide Yeboah Forkuo, “A Conceptual Framework for AI in Health Systems: Enhancing Diagnosis and Treatment.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=qAHE9lsAAAAJ&cstart=20&pagesize=80&citation_for_view=qAHE9lsAAAAJ:_FxGoFyzp5QC
  35. S. A. J. Obansa and A. Orimisan, “Health care financing in Nigeria: prospects and challenges,” Mediterr. J. Soc. Sci., vol. 4, no. 1, pp. 221–236, 2013.
  36. E. C. Onukwulu, J. E. Fiemotongha, A. N. Igwe, and C. P.-M. Ewim, “Transforming supply chain logistics in oil and gas: best practices for optimizing efficiency and reducing operational costs,” J. Adv. Multidiscip. Res., vol. 2, no. 2, Art. no. 2, Aug. 2023.
  37. H. L. Lee, S. V. Rammohan, and L. Sept, “Innovative Logistics in Extreme Conditions: The Case of Health Care Delivery in Gambia,” in Handbook of Global Logistics, vol. 181, J. H. Bookbinder, Ed., in International Series in Operations Research & Management Science, vol. 181. , New York, NY: Springer New York, 2013, pp. 297–322. doi: 10.1007/978-1-4419-6132-7_13.
  38. Favour Uche Ojika Bamidele Samuel Adelusi, Abel Chukwuemeke Uzoka, Yewande Goodness Hassan, “Reviewing Data Governance Strategies for Privacy and Compliance in AI - Powered Business Analytics Ecosystems.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=GJtevZwAAAAJ&citation_for_view=GJtevZwAAAAJ:0klj8wIChNAC
  39. S. Kumar, K. Niedan-Olsen, and L. Peterson, “Educating the supply chain logistics for humanitarian efforts in Africa: a case study,” Int. J. Product. Perform. Manag., vol. 58, no. 5, pp. 480–500, 2009.
  40. Adesemoye O.E., Chukwuma-Eke E.C., Lawal C.I., Isibor N.J., Akintobi A.O., Ezeh F.S., “Optimizing SME Banking with Data Analytics for Economic Growth and Job Creation.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=Zm0csPMAAAAJ&authuser=1&citation_for_view=Zm0csPMAAAAJ:WF5omc3nYNoC
  41. A. J. Itiola and K. A. Agu, “Country ownership and sustainability of Nigeria’s HIV/AIDS Supply Chain System: qualitative perceptions of progress, challenges and prospects,” J. Pharm. Policy Pract., vol. 11, no. 1, p. 21, Dec. 2018, doi: 10.1186/s40545-018-0148-8.
  42. J. O. Ojadi, E. C. Onukwulu, C. S. Odionu, and O. A. Owulade, “Natural Language Processing for Climate Change Policy Analysis and Public Sentiment Prediction: A Data-Driven Approach to Sustainable Decision-Making,” vol. 7, no. 3, 2023.
  43. T. Hoke et al., “How home delivery of antiretroviral drugs ensured uninterrupted HIV treatment during COVID-19: experiences from Indonesia, Laos, Nepal, and Nigeria,” Glob. Health Sci. Pract., vol. 9, no. 4, pp. 978–989, 2021.
  44. E. C. Onukwulu, J. E. Fiemotongha, A. N. Igwe, and C. P. M. Ewim, “Mitigating market volatility: Advanced techniques for enhancing stability and profitability in energy commodities trading,” Int. J. Manag. Organ. Res., vol. 3, no. 1, pp. 131–148, 2023.
  45. J. O. Ojadi, E. C. Onukwulu, C. S. Odionu, and O. A. Owulade, “Leveraging IoT and Deep Learning for Real-Time Carbon Footprint Monitoring and Optimization in Smart Cities and Industrial Zones,” vol. 6, no. 11, 2023.
  46. EC Onukwulu, JE Fiemotongha, AN Igwe, CPM Ewim, “The evolution of risk management practices in global oil markets: Challenges and opportunities for modern traders.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=JD3slFYAAAAJ&pagesize=80&citation_for_view=JD3slFYAAAAJ:UxriW0iASnsC
  47. W. L. Hamilton, C. Doyle, M. Halliwell-Ewen, and G. Lambert, “Public health interventions to protect against falsified medicines: a systematic review of international, national and local policies,” Health Policy Plan., vol. 31, no. 10, pp. 1448–1466, 2016.
  48. O. E. Akpe, A. C. Mgbame, E. Ogbuefi, A. A. Abayomi, and O. O. Adeyelu, “Technology Acceptance and Digital Readiness in Underserved Small Business Sectors,” J. Front. Multidiscip. Res., vol. 4, no. 1, pp. 252–268, 2023, doi: 10.54660/.IJFMR.2023.4.1.252-268.
  49. M. Haji, L. Kerbache, and T. Al-Ansari, “Food quality, drug safety, and increasing public health measures in supply chain management,” Processes, vol. 10, no. 9, p. 1715, 2022.
  50. Anate Benoit Nicaise Abbey, Iyadunni Adewola Olaleye, Chukwunweike Mokogwu, Amarachi Queen Olufemi-Phillips, and Titilope Tosin Adewale, “Developing economic frameworks for optimizing procurement strategies in public and private sectors,” Int. J. Frontline Res. Multidiscip. Stud., vol. 2, no. 1, pp. 019–026, Dec. 2023, doi: 10.56355/ijfrms.2023.2.1.0033.
  51. A. Ayodeji Abayomi, J. Chidera Ogeawuchi, A. Yusuf Onifade, O. Aderemi Agboola, R. Enitan Dosumu, and O. Oluwatosin George, “Systematic Review of Marketing Attribution Techniques for Omnichannel Customer Acquisition Models,” Int. J. Adv. Multidiscip. Res. Stud., vol. 3, no. 6, pp. 1621–1633, Dec. 2023, doi: 10.62225/2583049X.2023.3.6.4292.
  52. Joyce Efekpogua Fiemotongha John Oluwaseun Olajide, Bisayo Oluwatosin Otokiti, Sharon Nwani, Adebanji Samuel Ogunmokun, Bolaji Iyanu Adekunle, “Cross-Functional Finance Partnership Models for Strategic P&L and Forecast Ownership in Multinational Supply Chains.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=Mh-Z4rkAAAAJ&citation_for_view=Mh-Z4rkAAAAJ:Wp0gIr-vW9MC
  53. W. H. O. M. P. S. C. Group, “An assessment of interactions between global health initiatives and country health systems,” The Lancet, vol. 373, no. 9681, pp. 2137–2169, 2009.
  54. A. C. Mgbame, O. E. Akpe, A. A. Abayomi, E. Ogbuefi, and O. O. Adeyelu, “Building Data-Driven Resilience in Small Businesses: A Framework for Operational Intelligence,” Iconic Res. Eng. J., vol. 5, no. 9, pp. 695–712, Mar. 2022.
  55. C. I. Enyinda and D. Tolliver, “Taking Counterfeits out of the Pharmaceutical Supply Chain in Nigeria: Leveraging Multilayer Mitigation Approach,” J. Afr. Bus., vol. 10, no. 2, pp. 218–234, Sep. 2009, doi: 10.1080/15228910903187957.
  56. O. J. Oteri, E. C. Onukwulu, A. N. Igwe, C. P.-M. Ewim, A. I. Ibeh, and A. Sobowale, “Artificial Intelligence in Product Pricing and Revenue Optimization: Leveraging Data-Driven Decision-Making,” Int. J. Multidiscip. Res. Growth Eval., vol. 4, no. 1, pp. 842–851, 2023, doi: 10.54660/.IJMRGE.2023.4.1-842-851.
  57. A. Y. Onifade, J. C. Ogeawuchi, A. A. Abayomi, O. A. Agboola, R. E. Dosumu, and O. O. George, “Systematic Review of Marketing Analytics Infrastructure for Enabling Investor Readiness in Early-Stage Ventures,” Int. J. Adv. Multidiscip. Res. Stud., vol. 3, no. 6, pp. 1608–1620.
  58. A. Abadie, M. Roux, S. Chowdhury, and P. Dey, “Interlinking organisational resources, AI adoption and omnichannel integration quality in Ghana’s healthcare supply chain,” J. Bus. Res., vol. 162, p. 113866, 2023.
  59. Adeniyi K Adeleke Musa Adekunle Adewoyin, Enoch Oluwadunmininu Ogunnowo, Joyce Efekpogua Fiemotongha, Thompson Odion Igunma, “Systematic Review of AI-Augmented Corrosion Modeling Techniques in Infrastructure and Manufacturing Systems.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=Mh-Z4rkAAAAJ&cstart=20&pagesize=80&citation_for_view=Mh-Z4rkAAAAJ:qxL8FJ1GzNcC
  60. I. Abubakar et al., “The Lancet Nigeria Commission: investing in health and the future of the nation,” The Lancet, vol. 399, no. 10330, pp. 1155–1200, 2022.
  61. R. Odogwu, J. C. Ogeawuchi, A. A. Abayomi, O. A. Agboola, and S. Owoade, “Real-Time Streaming Analytics for Instant Business Decision-Making: Technologies, Use Cases, and Future Prospects,” J. Front. Multidiscip. Res., vol. 4, no. 1, pp. 381–389, 2023, doi: 10.54660/.JFMR.2023.4.1.381-389.
  62. W. O. Adebimpe and O. A. Adeoye, “Knowledge and practice of vaccination logistics management among primary health care workers in Nigeria,” Hum. Vaccines Immunother., vol. 17, no. 5, pp. 1490–1495, May 2021, doi: 10.1080/21645515.2020.1827609.
  63. Joyce Efekpogua Fiemotongha John Oluwaseun Olajide, Bisayo Oluwatosin Otokiti, Sharon Nwani, Adebanji Samuel Ogunmokun, Bolaji Iyanu Adekunle, “Real-Time Financial Variance Analysis Models for Procurement and Material Cost Monitoring.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=Mh-Z4rkAAAAJ&cstart=20&pagesize=80&citation_for_view=Mh-Z4rkAAAAJ:4DMP91E08xMC
  64. A. Farooq, A. B. N. Abbey, and E. C. Onukwulu, “Optimizing Grocery Quality and Supply Chain Efficiency Using AI-Driven Predictive Logistics,” vol. 7, no. 1, 2023.
  65. S. Babatunde, R. Oloruntoba, and K. Agho, “Healthcare commodities for emergencies in Africa: review of logistics models, suggested model and research agenda,” J. Humanit. Logist. Supply Chain Manag., vol. 10, no. 3, pp. 371–390, 2020.
  66. O. M. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. H. Orieno, “Optimizing Business Decision-Making with Advanced Data Analytics Techniques,” Iconic Res. Eng. J., vol. 6, no. 5, pp. 184–203, Dec. 2022.
  67. G. Arji, H. Ahmadi, P. Avazpoor, and M. Hemmat, “Identifying resilience strategies for disruption management in the healthcare supply chain during COVID-19 by digital innovations: A systematic literature review,” Inform. Med. Unlocked, vol. 38, p. 101199, 2023.
  68. E. C. Onukwulu, J. E. Fiemotongha, A. N. Igwe, and C. P. M. Ewim, “Marketing strategies for enhancing brand visibility and sales growth in the petroleum sector: Case studies and key insights from industry leaders,” Int. J. Manag. Organ. Res., vol. 2, no. 1, pp. 74–86, 2023.
  69. Chinelo Harriet Okolo Omolola Temitope Kufile, Bisayo Oluwatosin Otokiti, Abiodun Yusuf Onifade, Bisi Ogunwale, “Leveraging Cross-Platform Consumer Intelligence for Insight-Driven Creative Strategy.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=alrU_-gAAAAJ&cstart=20&pagesize=80&citation_for_view=alrU_-gAAAAJ:tkaPQYYpVKoC
  70. E. A. R. de Campos, I. C. de Paula, R. N. Pagani, and P. Guarnieri, “Reverse logistics for the end-of-life and end-of-use products in the pharmaceutical industry: a systematic literature review,” Supply Chain Manag. Int. J., vol. 22, no. 4, pp. 375–392, 2017.
  71. Isaac Okoli Florence Ifeanyichukwu Olinmah, Bisayo Oluwatosin Otokiti, Olayinka Abiola-Adams, Dennis Edache Abutu, “Integrating Predictive Modeling and Machine Learning for Class Success Forecasting in Creative Education Sectors.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=alrU_-gAAAAJ&cstart=20&pagesize=80&citation_for_view=alrU_-gAAAAJ:olpn-zPbct0C
  72. K. A. Clauson, E. A. Breeden, C. Davidson, and T. K. Mackey, “Leveraging Blockchain Technology to Enhance Supply Chain Management in Healthcare:: An exploration of challenges and opportunities in the health supply chain,” Blockchain Healthc. Today, 2018, [Online]. Available: https://blockchainhealthcaretoday.com/index.php/journal/article/view/20
  73. O. J. Esan, O. T. Uzozie, O. Onaghinor, G. O. Osho, and J. O. Omisola, “Leading with Lean Six Sigma and RPA in High-Volume Distribution: A Comprehensive Framework for Operational Excellence,” Int. J. Multidiscip. Res. Growth Eval., vol. 4, no. 1, pp. 1158–1164, 2023, doi: 10.54660/.IJMRGE.2023.4.1.1158-1164.
  74. C. C. Chima and N. Homedes, “Impact of global health governance on country health systems: the case of HIV initiatives in Nigeria,” J. Glob. Health, vol. 5, no. 1, p. 010407, 2015.
  75. O. O. George, R. E. Dosumu, and C. O. Makata, “Integrating Multi-Channel Brand Communication: A Conceptual Model for Achieving Sustained Consumer Engagement and Loyalty,” Int. J. Manag. Organ. Res., vol. 2, no. 1, pp. 254–260, 2023, doi: 10.54660/IJMOR.2023.2.1.254-260.
  76. Ekene Cynthia Onukwulu, Mercy Odochi Agho, and Nsisong Louis Eyo-Udo, “Sustainable supply chain practices to reduce carbon footprint in oil and gas,” Glob. J. Res. Multidiscip. Stud., vol. 1, no. 2, pp. 024–043, Dec. 2023, doi: 10.58175/gjrms.2023.1.2.0044.
  77. J. O. Basiru, C. L. Ejiofor, E. C. Onukwulu, and R. U. Attah, “Optimizing Administrative Operations: A Conceptual Framework for Strategic Resource Management in Corporate Settings,” Int. J. Multidiscip. Res. Growth Eval., vol. 4, no. 1, pp. 760–773, 2023, doi: 10.54660/.IJMRGE.2023.4.1.760-773.
  78. NJ Sam-Bulya, OP Oyeyemi, AN Igwe, KF Anjorin, SE Ewim, “Omnichannel strategies and their effect on FMCG SME supply chain performance and market growth.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=JD3slFYAAAAJ&pagesize=80&citation_for_view=JD3slFYAAAAJ:P5F9QuxV20EC
  79. A. S. Ibidunni, A. A. W. Ayeni, and B. Otokiti, “Investigating the adaptiveness of MSMEs during times of environmental disruption: Exploratory study of a capabilities-based insights from Nigeria,” J. Innov. Entrep. Informal Econ., vol. 10, no. 1, pp. 45–59, 2023.
  80. E. Boz, S. Çizmecioğlu, and A. Çalık, “A novel MDCM approach for sustainable supplier selection in healthcare system in the era of logistics 4.0,” Sustainability, vol. 14, no. 21, p. 13839, 2022.
  81. N. J. Sam-Bulya, O. P. Oyeyemi, A. N. Igwe, K. F. Anjorin, and S. E. Ewim, “Integrating digital marketing strategies for enhanced FMCG SME supply chain resilience,” Int. J. Bus. Manag., vol. 12, no. 2, pp. 15–22, 2023.
  82. Joyce Efekpogua Fiemotongha, Abbey Ngochindo Igwe, Chikezie Paul-Mikki Ewim, and Ekene Cynthia Onukwulu, “Innovative trading strategies for optimizing profitability and reducing risk in global oil and gas markets | Journal of Advance Multidisciplinary Research.” [Online]. Available: https://synstojournals.com/multi/article/view/142
  83. Jeffrey Chidera Ogeawuchi Sharon Nwani, Olayinka Abiola-Adams, Bisayo Oluwatosin Otokiti, “Developing Capital Expansion and Fundraising Models for Strengthening National Development Banks in African Markets.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=alrU_-gAAAAJ&cstart=20&pagesize=80&citation_for_view=alrU_-gAAAAJ:BrmTIyaxlBUC
  84. E. C. Onukwulu, M. O. Agho, and N. L. Eyo-Udo, “Decentralized energy supply chain networks using blockchain and IoT,” Int. J. Sch. Res. Multidiscip. Stud., vol. 2, no. 2, pp. 066–085, 2023.
  85. B. O. Otokiti, “Descriptive analysis of market segmentation and profit optimization through data visualization,” Int. J. Entrep. Bus., vol. 5, no. 2, pp. 7–20, 2023.
  86. Ezinne C Chukwuma-Eke, Olakojo Yusuff Ogunsola, Ngozi Joan Isibor, “A Conceptual Framework for Ensuring Financial Transparency in Joint Venture Operations in the Energy Sector.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=sJAYP0YAAAAJ&cstart=20&pagesize=80&citation_for_view=sJAYP0YAAAAJ:_FxGoFyzp5QC
  87. A. Bornbusch, T. Dickens, C. Hart, and C. Wright, “A stewardship approach to shaping the future of public health supply chain systems,” Glob. Health Sci. Pract., vol. 2, no. 4, pp. 403–409, 2014.
  88. Adesemoye O.E., Chukwuma-Eke E.C., Lawal C.I., Isibor N.J., Akintobi A.O., Ezeh F.S., “A Conceptual Framework for Integrating Data Visualization into Financial Decision- Making for Lending Institutions.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=Zm0csPMAAAAJ&authuser=1&citation_for_view=Zm0csPMAAAAJ:hqOjcs7Dif8C
  89. I. Oyeyipo et al., “A Conceptual Framework for Transforming Corporate Finance Through Strategic Growth, Profitability, and Risk Optimization,” Int. J. Adv. Multidiscip. Res. Stud., vol. 3, no. 5, pp. 1527–1538, Oct. 2023, doi: 10.62225/2583049X.2023.3.5.3915.
  90. U. Agarwal et al., “Blockchain technology for secure supply chain management: A comprehensive review,” Ieee Access, vol. 10, pp. 85493–85517, 2022.
  91. O. Ilori, C. I. Lawal, S. C. Friday, N. J. Isibor, and E. C. Chukwuma- Eke, “A Framework for Environmental, Social, and Governance (ESG) Auditing: Bridging Gaps in Global Reporting Standards,” Int. J. Soc. Sci. Except. Res., vol. 2, no. 1, pp. 231–248, 2023, doi: 10.54660/IJSSER.2023.2.1.231-248.
  92. S. Aigbavboa and C. Mbohwa, “The headache of medicines’ supply in Nigeria: an exploratory study on the most critical challenges of pharmaceutical outbound value chains,” Procedia Manuf., vol. 43, pp. 336–343, 2020.
  93. N. J. Isibor, C. Paul-Mikki Ewim, A. I. Ibeh, E. M. Adaga, N. J. Sam-Bulya, and G. O. Achumie, “A Generalizable Social Media Utilization Framework for Entrepreneurs: Enhancing Digital Branding, Customer Engagement, and Growth,” Int. J. Multidiscip. Res. Growth Eval., vol. 2, no. 1, pp. 751–758, 2021, doi: 10.54660/.IJMRGE.2021.2.1.751-758.
  94. Y. A. Adebisi et al., “Revisiting the issue of access to medicines in Africa: Challenges and recommendations,” Public Health Chall., vol. 1, no. 2, p. e9, Jun. 2022, doi: 10.1002/puh2.9.
  95. O. Awoyemi, R. U. Attah, J. O. Basiru, and I. M. Leghemo, “A Technology Integration Blueprint for Overcoming Digital Literacy Barriers in Developing World Educational Systems,” Iconic Res. Eng. J., vol. 7, no. 3, pp. 722–730, Sep. 2023.
  96. Abiodun Yusuf Onifade, Jeffrey Chidera Ogeawuchi, and Abraham Ayodeji Abayomi, “Advances in Digital Transformation Strategy Through IT-Business Alignment in Growth Enterprises,” ResearchGate, doi: 10.54660/IJMOR.2023.2.2.151-164.
  97. O. A. Agboola, A. C. Uzoka, A. A. Abayomi, J. C. Ogeawuchi, E. Ogbuefi, and S. Owoade, “Systematic Review of Best Practices in Data Transformation for Streamlined Data Warehousing and Analytics,” Int. J. Multidiscip. Res. Growth Eval., vol. 4, no. 2, pp. 687–694, 2023, doi: 10.54660/.IJMRGE.2023.4.2.687-694.
  98. O. A. Agboola, E. Ogbuefi, A. A. Abayomi, J. C. Ogeawuchi, O. E. Akpe, and S. Owoade, “Systematic Review of AI-Driven Data Integration for Enabling Smarter E-Commerce Analytics and Consumer Insights,” Int. J. Adv. Multidiscip. Res. Stud., vol. 3, no. 6, pp. 1573–1581.
  99. J. C. Ogeawuchi, A. A. Abayomi, A. C. Uzoka, O. T. Odofin, O. S. Adanigbo, and T. P. Gbenle, “Designing Full-Stack Healthcare ERP Systems with Integrated Clinical, Financial, and Reporting Modules,” J. Front. Multidiscip. Res., vol. 4, no. 1, pp. 406–414, 2023, doi: 10.54660/.JFMR.2023.4.1.406-414.
  100. Joyce Efekpogua Fiemotongha John Oluwaseun Olajide, Bisayo Oluwatosin Otokiti, Sharon Nwani, Adebanji Samuel Ogunmokun, Bolaji Iyanu Adekunle, “Building a Working Capital Optimization Model for Vendor and Distributor Relationship Management.” [Online]. Available: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=Mh-Z4rkAAAAJ&cstart=20&pagesize=80&citation_for_view=Mh-Z4rkAAAAJ:M3ejUd6NZC8C
  101. O. A. Agboola, J. C. Ogeawuchi, T. P. Gbenle, A. A. Abayomi, and A. C. Uzoka, “Advances in Risk Assessment and Mitigation for Complex Cloud-Based Project Environments,” J. Front. Multidiscip. Res., vol. 4, no. 1, pp. 309–320, 2023, doi: 10.54660/.JFMR.2023.4.1.309-320.
  102. O. E. Akpe, J. C. Ogeawuchi, A. A. Abayomi, and O. A. Agboola, “A Conceptual Model for Analyzing Web3 Technology Adoption in Competitive Gaming Ecosystems,” Int. J. Multidiscip. Res. Growth Eval., vol. 4, no. 2, pp. 695–702, 2023, doi: 10.54660/.IJMRGE.2023.4.2.695-702.
  103. F. Kaupa and M. J. Naude, “Critical success factors in the supply chain management of essential medicines in the public health-care system in Malawi,” J. Glob. Oper. Strateg. Sourc., vol. 14, no. 3, pp. 454–476, 2021.
  104. A. S. Ogunmokun, E. D. Balogun, and K. O. Ogunsola, “A Conceptual Framework for AI-Driven Financial Risk Management and Corporate Governance Optimization,” Int. J. Multidiscip. Res. Growth Eval., vol. 2, no. 1, pp. 772–780, 2021, doi: 10.54660/.IJMRGE.2021.2.1.772-780.
  105. S. Mittal, M. A. Khan, D. Romero, and T. Wuest, “A critical review of smart manufacturing & Industry 4.0 maturity models: Implications for small and medium-sized enterprises (SMEs),” J. Manuf. Syst., vol. 49, pp. 194–214, Oct. 2018, doi: 10.1016/j.jmsy.2018.10.005.
  106. B. S. Adelusi, D. Osamika, M. C. Kelvin-Agwu, A. Y. Mustapha, and N. Ikhalea, “A Deep Learning Approach to Predicting Diabetes Mellitus Using Electronic Health Records,” J. Front. Multidiscip. Res., vol. 3, no. 1, pp. 47–56, 2022, doi: 10.54660/.IJFMR.2022.3.1.47-56.
  107. Y. G. Hassan, A. Collins, G. O. Babatunde, A. A. Alabi, and S. D. Mustapha, “AI-powered cyber-physical security framework for critical industrial IoT systems,” Int. J. Multidiscip. Res. Growth Eval., vol. 5, no. 1, pp. 1158–1164.
  108. A. H. Adepoju, B. Austin-Gabriel, O. Hamza, and A. Collins, “Advancing Monitoring and Alert Systems: A Proactive Approach to Improving Reliability in Complex Data Ecosystems,” vol. 5, no. 11, 2022.

Publication Details

Published in : Volume 6 | Issue 4 | July-August 2023
Date of Publication : 2023-08-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 83-105
Manuscript Number : SHISRRJ236154
Publisher : Shauryam Research Institute

ISSN : 2581-6306

Cite This Article :

Michael Aduojo Amuta, Muridzo Muonde, Ashiata Yetunde Mustapha, Akachukwu Obianuju Mbata, "A Health Systems Strengthening Model Integrating Logistics, Sales Strategy, and Stakeholder Collaboration in Nigeria", Shodhshauryam, International Scientific Refereed Research Journal (SHISRRJ), ISSN : 2581-6306, Volume 6, Issue 4, pp.83-105, July-August.2023
URL : https://shisrrj.com/SHISRRJ236154

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