Skip to main content
Log in

Assessing the dynamics of Lassa fever with impact of environmental sanitation: optimal control and cost-effectiveness analysis

  • Original Article
  • Published:
Modeling Earth Systems and Environment Aims and scope Submit manuscript

Abstract

This study discusses the development and analysis of a nonlinear optimal control problem for a Lassa fever (LF) deterministic model featuring vertical transmission route, nonlinear form of incidence terms and effect of environmental sanitation with a view to providing insightful information to the government, decision and policy makers about how to prioritize the implementations of environmental fumigation, use of condom, use of antiviral therapy, rodent reduction control and educational campaign in terms of efficacy and cost benefits. An existing seven-dimensional deterministic model of LF dynamics is extended to take into account five time-dependent control variables accounting for environmental fumigation, use of condoms, use of antiviral therapy, rodent reduction control and educational campaign. Optimal control theory with the aid of Pontryagin’s maximum principle is employed to derive the necessary conditions for the existence of optimal control quintuple. To investigate how the implementation of various single, double, triple, quadruple and quintuple control interventions minimize LF spread in the population at minimum cost, numerical experiment is conducted on the derived optimality system. More importantly, efficiency analysis is carried out to ascertain the most efficient interventions among the set of different control strategies under consideration. While cost-effectiveness analysis is done to determine the least costly control intervention that can be implemented to nip the spread of LF in the population.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  • Abdulhamid A, Hussaini N, Musa SS, He D (2022) Mathematical analysis of Lassa fever epidemic with effects of environmental transmission. Results Phys 35:105335. https://doi.org/10.1016/j.rinp.2022.105335

    Article  Google Scholar 

  • Abdullahi A (2021) Modelling of transmission and control of Lassa fever via Caputo fractional-order derivative. Chaos Solitons Fractals 151:111271. https://doi.org/10.1016/j.chaos.2021.111271

    Article  Google Scholar 

  • Abidemi A, Aziz NAB (2022) Analysis of deterministic models for dengue disease transmission dynamics with vaccination perspective in Johor, Malaysia. Int J Appl Comput Math 8:1–51. https://doi.org/10.1007/s40819-022-01250-3

    Article  Google Scholar 

  • Abidemi A, Olaniyi S, Adepoju OA (2022a) An explicit note on the existence theorem of optimal control problem, vol 2199. In: Journal of Physics: Conference Series. IOP Publishing, p 012021. https://doi.org/10.1088/1742-6596/2199/1/012021

  • Abidemi A, Owolabi KM, Pindza E (2022b) Modelling the transmission dynamics of Lassa fever with nonlinear incidence rate and vertical transmission. Physica A 597:127259. https://doi.org/10.1016/j.physa.2022.127259

    Article  Google Scholar 

  • Alade TO (2021) On the generalized Chikungunya virus dynamics model with distributed time delays. Int J Dyn Control 9:1250–1260

    Article  Google Scholar 

  • Alkahtani BST, Alzaid SS (2020) Mathematical model of Lassa fever spread: model with new trends of differential operators. Results Phys 19:103523. https://doi.org/10.1016/j.rinp.2020.103523

    Article  Google Scholar 

  • Anggriani N, Beay LK (2022) Modeling of COVID-19 spread with self-isolation at home and hospitalized classes. Results Phys 36:105378

    Article  Google Scholar 

  • Asamoah JKK, Okyere E, Abidemi A, Moore SE, Sun G-Q, Jin Z, Acheampong E, Gordon JF (2022) Optimal control and comprehensive cost-effectiveness analysis for COVID-19. Results Phys. https://doi.org/10.1016/j.rinp.2022.105177

    Article  Google Scholar 

  • Asamoah JKK, Owusu MA, Jin Z, Oduro FT, Abidemi A, Gyasi EO (2020) Global stability and cost-effectiveness analysis of COVID-19 considering the impact of the environment: using data from Ghana. Chaos Solitons Fractals 140:110103

    Article  Google Scholar 

  • Asma A, Khan MA, Iskakova K, Al-Duais FS, Ahmad I (2022) Mathematical modeling and analysis of the SARS-Cov-2 disease with reinfection. Comput Biol Chem 98:107678

    Article  Google Scholar 

  • Asogun DA, Günther S, Akpede GO, Ihekweazu C, Zumla A (2019) Lassa fever: epidemiology, clinical features, diagnosis, management and prevention. Infect Dis Clin 33:933–951

    Article  Google Scholar 

  • Atangana A (2015) A novel model for the Lassa hemorrhagic fever: deathly disease for pregnant women. Neural Comput Appl 26:1895–1903. https://doi.org/10.1007/s00521-015-1860-9

    Article  Google Scholar 

  • Barua S, Dénes A, Ibrahim MA (2021) A seasonal model to assess intervention strategies for preventing periodic recurrence of Lassa fever. Heliyon 7:e07760

    Article  Google Scholar 

  • Bell-Kareem AR, Smither AR (2021) Epidemiology of Lassa fever. In: Ahmed R, Akira S, Casadevall A, Galan JE, Garcia-Sastre A, Malissen B, Rappuoli R (eds) Current topics in microbiology and immunology. Springer, Berlin, Heidelberg, pp 1–23. https://doi.org/10.1007/82_2021_234

    Chapter  Google Scholar 

  • Cantor SB, Ganiats TG (1999) Incremental cost-effectiveness analysis: the optimal strategy depends on the strategy set. J Clin Epidemiol 52:517–522

    Article  Google Scholar 

  • Eberhardt KA, Mischlinger J, Jordan S, Groger M, Günther S, Ramharter M (2019) Ribavirin for the treatment of Lassa fever: A systematic review and meta-analysis. Int J Infect Dis 87:15–20

    Article  Google Scholar 

  • Falowo OD, Olaniyi S, Oladipo AT (2022) Optimal control assessment of rift valley fever model with vaccination and environmental sanitation in the presence of treatment delay. Model Earth Syst Environ. https://doi.org/10.1007/s40808-022-01508-1

    Article  Google Scholar 

  • Faniran TS, Ayoola EO (2022) Investigating essential factors in the spread of Lassa fever dynamics through sensitivity analysis. Int J Nonlinear Anal Appl 13:485–497

    Google Scholar 

  • Fleming WH, Rishel RW (1975) Deterministic and stochastic optimal control. Springer, New York

    Book  Google Scholar 

  • Ghosh JK, Ghosh U, Biswas M, Sarkar S (2019) Qualitative analysis and optimal control strategy of an SIR model with saturated incidence and treatment. Differ Equ Dyn Syst. https://doi.org/10.1007/s12591-019-00486-8

    Article  Google Scholar 

  • Gibb R, Moses LM, Redding DW, Jones KE (2017) Understanding the cryptic nature of Lassa fever in West Africa. Pathog Glob Health 111:276–288

    Article  Google Scholar 

  • Goyal M, Baskonus HM, Prakash A (2019) An efficient technique for a time fractional model of Lassa hemorrhagic fever spreading in pregnant women. Eur Phys J Plus 134:482. https://doi.org/10.1140/epjp/i2019-12854-0

    Article  Google Scholar 

  • Higazy M, El-Mesady A, Mahdy A, Ullah S, Al-Ghamdi A (2021) Numerical, approximate solutions, and optimal control on the deathly Lassa hemorrhagic fever disease in pregnant women. J Funct Spaces 2021:1–15

    Article  Google Scholar 

  • Ibrahim MO, Ahiaba AA, Akinyemi ST (2021) Optimal control of Lassa fever quarantine model. J Math Sci Comput Math 2:217–226. https://doi.org/10.15864/jmscm.2203

    Article  Google Scholar 

  • Jain S, Atangana A (2018) Analysis of Lassa hemorrhagic fever model with non-local and non-singular fractional derivatives. Int J Biomath 11:1850100

    Article  Google Scholar 

  • Lenhart S, Workman JT (2007) Optimal control applied to biological models. CRC Press, London

    Book  Google Scholar 

  • Lingas G, Rosenke K, Safronetz D, Guedj J (2021) Lassa viral dynamics in non-human primates treated with favipiravir or ribavirin. PLoS Comput Biol 17:e1008535

    Article  Google Scholar 

  • Mari Saez A, Cherif Haidara M, Camara A, Kourouma F, Sage M, Magassouba N, Fichet-Calvet E (2018) Rodent control to fight Lassa fever: Evaluation and lessons learned from a 4-year study in Upper Guinea. PLoS Negl Trop Dis 12:e0006829

    Article  Google Scholar 

  • Mishra AM, Purohit SD, Owolabi KM, Sharma YD (2020) A nonlinear epidemiological model considering asymptotic and quarantine classes for SARS CoV-2 virus. Chaos Solitons Fractals 138:109953

    Article  Google Scholar 

  • Musa SS, Yusuf A, Bakare EA, Abdullahi ZU, Adamu L, Mustapha UT, He D (2022) Unravelling the dynamics of Lassa fever transmission with differential infectivity: Modeling analysis and control strategies. Math Biosci Eng 19:13114–13136. https://doi.org/10.3934/mbe.2022613

    Article  Google Scholar 

  • Naik PA, Zu J, Owolabi KM (2020) Global dynamics of a fractional order model for the transmission of HIV epidemic with optimal control. Chaos Solitons Fractals 138:109826

    Article  Google Scholar 

  • Ogunmiloro OM (2022) Modeling the dynamics of the consequences of demographic disparities in the transmission of Lassa fever disease in Nigeria. Model Earth Syst Environ. https://doi.org/10.1007/s40808-022-01522-3

    Article  Google Scholar 

  • Ojo MM, Benson TO, Shittu AR, Doungmo Goufo EF (2022) Optimal control and cost-effectiveness analysis for the dynamic modeling of Lassa fever. J Math Comput Sci 12:136

    Google Scholar 

  • Omame A, Rwezaura H, Diagne M, Inyama S, Tchuenche J (2021) COVID-19 and dengue co-infection in Brazil: optimal control and cost-effectiveness analysis. Eur Phys J Plus 136:1–33

    Article  Google Scholar 

  • Onah IS, Collins OC, Madueme P-GU, Mbah GCE (2020) Dynamical system analysis and optimal control measures of Lassa fever disease model. Int J Math Math Sci. https://doi.org/10.1155/2020/7923125

    Article  Google Scholar 

  • Paul AK, Kuddus MA (2022) Mathematical analysis of a COVID-19 model with double dose vaccination in Bangladesh. Results Phys 35:105392

    Article  Google Scholar 

  • Peter OJ, Abioye AI, Oguntolu FA, Owolabi TA, Ajisope MO, Zakari AG, Shaba TG (2020) Modelling and optimal control analysis of Lassa fever disease. Inform Med Unlocked 20:100419

    Article  Google Scholar 

  • Pontryagin LS, Boltyanskii VG, Gamkrelidze RV, Mishchenko EF (1962) The mathematical theory of optimal processes. Interscience, New York

    Google Scholar 

  • Purushotham J, Lambe T, Gilbert SC (2019) Vaccine platforms for the prevention of Lassa fever. Immunol Lett 215:1–11

    Article  Google Scholar 

  • Rector CR, Chandra S, Dutta J (2005) Principles of optimization theory. Narosa Publishing House, New Delhi

    Google Scholar 

  • Smither AR, Bell-Kareem AR (2021) Ecology of Lassa virus. In: Ahmed R, Akira S, Casadevall A, Galan JE, Garcia-Sastre A, Malissen B, Rappuoli R (eds) Current topics in microbiology and immunology. Springer, Berlin, Heidelberg, pp 1–20. https://doi.org/10.1007/82_2020_231

    Chapter  Google Scholar 

  • Tuite AR, Watts AG, Kraemer MU, Khan K, Bogoch II (2019) Potential for seasonal Lassa fever case exportation from Nigeria. Am J Trop Med Hyg 100:647

    Article  Google Scholar 

  • Wiley MR, Fakoli L, Letizia AG, Welch SR, Ladner JT, Prieto K, Reyes D, Espy N, Chitty JA, Pratt CB et al (2019) Lassa virus circulating in liberia: a retrospective genomic characterisation. Lancet Infect Dis 19:1371–1378

    Article  Google Scholar 

  • Yaro CA, Kogi E, Opara KN, Batiha GE-S, Baty RS, Albrakati A, Altalbawy F, Etuh IU, Oni JP (2021) Infection pattern, case fatality rate and spread of Lassa virus in Nigeria. BMC Infect Dis 21:1–9

    Article  Google Scholar 

  • Zhao S, Musa SS, Fu H, He D, Qin J (2020) Large-scale Lassa fever outbreaks in Nigeria: quantifying the association between disease reproduction number and local rainfall. Epidemiol Infect 148:1–12

    Article  Google Scholar 

Download references

Acknowledgements

The authors are thankful to the handling editor and the anonymous reviewers for their constructive comments and suggestions that led to the presentation of this improved manuscript.

Author information

Authors and Affiliations

Authors

Contributions

All the authors contributed equally to this work, and approved the final manuscript draft.

Corresponding author

Correspondence to Kolade M. Owolabi.

Ethics declarations

Conflict of interest

The authors have no competing interests that are relevant to the contents of this article to declare.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Abidemi, A., Owolabi, K.M. & Pindza, E. Assessing the dynamics of Lassa fever with impact of environmental sanitation: optimal control and cost-effectiveness analysis. Model. Earth Syst. Environ. 9, 2259–2284 (2023). https://doi.org/10.1007/s40808-022-01624-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40808-022-01624-y

Keywords

Mathematics Subject Classification

Navigation