ANALYSIS OF SMOKING AND COVID-19 MATHEMATICAL MODEL

  • Temidayo Joseph Oluwafemi Department of Mathematics, Faculty of Sciences and Technology, Universitas Airlangga, Indonesia https://orcid.org/0000-0002-9437-2512
  • Miswanto Miswanto Department of Mathematics, Faculty of Sciences and Technology, Universitas Airlangga, Indonesia https://orcid.org/0000-0003-4322-5317
Keywords: COVID-19, Mathematical model, Reproduction number, Sensitivity analysis, Smoking

Abstract

Smoking and COVID-19 have similar effects in the body system, i.e. damaging the airways and lung function. In this work, a mathematical model to study smoking and COVID-19 transmission was studied. The model was proven to have feasible region and it is well-posed mathematically and epidemiologically, the model was further proven to have positive solutions. The basic reproduction number was computed using the next generation method and sensitivity analysis was carried out. The results show that the disease-free equilibrium is locally and globally stable, the most sensitive parameter is the contact rate. The simulation shows that, curtailing rate of contact between exposed, infected individuals and susceptible human population will reduce the spread of the diseases, also giving attention to recovery strategies and controls will reduce to minimum the disease transmission. Therefore, it is recommended that stakeholders should give attention in controlling smoking habits, and prevention and treatment of COVID-19 infected individuals.

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References

S. Chattopadhyay, L. Malayil, S. Kaukab, Z. Merenstein, and A.R. Sapkota, "THE PREDISPOSITION OF SMOKERS TO COVID-19 INFECTION: A MINI-REVIEW OF GLOBAL PERSPECTIVES," Heliyon, vol. 9, no. 7, 2023. doi: https://doi.org/10.1016/j.heliyon.2023.e17783

C. Jiang, Q. Chen, and M. Xie, "SMOKING INCREASES THE RISK OF INFECTIOUS DISEASES," Tobacco Induced Diseases, vol. 18, 2020. doi: https://doi.org/10.18332/tid/123845

S.M. Jeong, J.E. Yoo, J. Park, W. Jung, K.N. Lee, K. Han, C.M. Lee, K.W. Nam, S.P. Lee and D.W. Shin, "SMOKING BEHAVIOR CHANGE AND RISK OF CARDIOVASCULAR DISEASE INCIDENCE AND MORTALITY IN PATIENTS WITH TYPE 2 DIABETES MELLITUS," Cardiovascular Diabetology, vol. 22, no. 1, p. 193, 2023. doi: https://doi.org/10.1186/s12933-023-01930-4

J. Varghese, and P. M. Gharde, "A COMPREHENSIVE REVIEW ON THE IMPACTS OF SMOKING ON THE HEALTH OF AN INDIVIDUAL.," Cureus, vol. 15, no. 10, 2023. doi: https://doi.org/10.7759/cureus.46532

Z. Wu, and J. M. McGoogan, "CHARACTERISTICS OF AND IMPORTANT LESSONS FROM THE CORONAVIRUS DISEASE 2019 (COVID-19) OUTBREAK IN CHINA: SUMMARY OF A REPORT OF 72 314 CASES FROM THE CHINESE CENTER FOR DISEASE CONTROL AND PREVENTION," Jama, vol. 323, no. 13, pp. 1239-1242, 2020. doi: https://doi.org/10.1001/jama.2020.2648

R. Patanavanich, and S.A. Glantz, "SMOKING IS ASSOCIATED WITH COVID-19 PROGRESSION: A META-ANALYSIS.," Nicotine and tobacco research, vol. 9, pp. 1653-1656, 2020. doi: https://doi.org/10.1093/ntr/ntaa082

A. Umnuaypornlert, S. Kanchanasurakit, D. E. Lucero-Prisno, and S. Saokaew,, "SMOKING AND RISK OF NEGATIVE OUTCOMES AMONG COVID-19 PATIENTS: A SYSTEMATIC REVIEW AND META-ANALYSIS," Tobacco induced diseases,, vol. 19, 2021. doi: https://doi.org/10.18332/tid/132411

H. Zhang, S. Ma, T. Han, G. Qu, C. Cheng, J. P. Uy, M. B. Shaikh, Q. Zhou, E. J. Song, and C. Sun,, "ASSOCIATION OF SMOKING HISTORY WITH SEVERE AND CRITICAL OUTCOMES IN COVID-19 PATIENTS: A SYSTEMIC REVIEW AND META-ANALYSIS.," European journal of integrative medicine,, vol. 43, 2021. doi: https://doi.org/10.1016/j.eujim.2021.101313

Y. He, Y. He, Q. Hu, S. Yang, J. Li, Y. Liu, and J. Hu,, "ASSOCIATION BETWEEN SMOKING AND COVID-19 SEVERITY: A MULTICENTER RETROSPECTIVE OBSERVATIONAL STUDY.," Medicine,, vol. 101, no. 29, p. 2022. doi: https://doi.org/10.1097/MD.0000000000029438

V. Padmavathi, K. Alagesan, S. Noeiaghdam, U. Fernandez-Gamiz, M. Angayarkanni, and V. Govindan,, "TOBACCO SMOKING MODEL CONTAINING SNUFFING CLASS.," Heliyon, vol. 9, no. 10, 2023. doi: https://doi.org/10.1016/j.heliyon.2023.e20792

C. I. Vardavas, and K. Nikitara,, "COVID-19 AND SMOKING: A SYSTEMATIC REVIEW OF THE EVIDENCE.," Tobacco induced diseases,, vol. 18, p. 20, 2020. doi: https://doi.org/10.18332/tid/119324

L. J. McGeoch, S. Ross, M. S. Massa, S. Lewington, and R. Clarke,, "CIGARETTE SMOKING AND RISK OF SEVERE INFECTIOUS RESPIRATORY DISEASES IN UK ADULTS: 12-YEAR FOLLOW-UP OF UK BIOBANK.," Journal of Public Health,, vol. 45, no. 4, 2023. doi: https://doi.org/10.1093/pubmed/fdad090

S. Gallus, M. Scala, I. Possenti, C. M. Jarach, L. Clancy, E. Fernandez, G. Gorini, G. Carreras, M. C. Malevolti, A. Commar , and R. Fayokun,, "“THE ROLE OF SMOKING IN COVID-19 PROGRESSION: A COMPREHENSIVE META-ANALYSIS.," European Respiratory Review, vol. 32, no. 167, 2023. doi: https://doi.org/10.1183/16000617.0191-2022

Alfiniyah, C., Soetjianto, W. S. P. A., Aziz, M. H. N., & Ghadzi, S. M. S., "MATHEMATICAL MODELING AND OPTIMAL CONTROL OF TUBERCULOSIS SPREAD AMONG SMOKERS WITH CASE DETECTION," AIMS Mathematics, vol. 9, no. 11, pp. 30472-30492., 2024. doi: https://doi.org/10.3934/math.20241471

Ahmed, J., & Biswas, M. H. A., "MATHEMATICAL MODELING AND ANALYSIS THE EFFECT OF SMOKING FOR THE DYNAMICS OF LUNG CANCER," in 11th Annual International Conference on Industrial Engineering and Operations Management, Singapore, 2021. doi: https://doi.org/10.46254/AN11.20210251

Irunde, J. I., Luboobi, L. S., & Nkansah-Gyekye, Y., "MODELING THE EFFECT OF TOBACCO SMOKING ON THE IN-HOST DYNAMICS OF HIV/AIDS.," J. Math. Comput. Sci., vol. 6, no. 3, pp. 406-436, 2016.

O. W. Akande, and T. M. Akande,, "COVID-19 PANDEMIC: A GLOBAL HEALTH BURDEN.," Nigerian Postgraduate Medical Journal, vol. 27, pp. 147-155, 2020. doi: https://doi.org/10.4103/npmj.npmj_157_20

D. B. Rosoff, J. Yoo, and F. W. Lohoff,, "SMOKING IS SIGNIFICANTLY ASSOCIATED WITH INCREASED RISK OF COVID-19 AND OTHER RESPIRATORY INFECTIONS," Communications biology, vol. 4, no. 1, p. 1230, 2021. doi: https://doi.org/10.1038/s42003-021-02685-y

M. D. Shastri, S. D. Shukla, W. C. Chong, R. Kc, K. Dua, R. P. Patel, M. P. Gregory, and R. F. O'Toole,, "SMOKING AND COVID-19: WHAT WE KNOW SO FAR.," Respiratory medicine, vol. 176, p. 106237, 2021. doi: https://doi.org/10.1016/j.rmed.2020.106237

R. K. Reddy , W. N. Charles, A. Sklavounos, A. Dutt, P.T. Seed, and A. Khajuria, "THE EFFECT OF SMOKING ON COVID-19 SEVERITY: A SYSTEMATIC REVIEW AND META-ANALYSIS.," J Med Virol., vol. 93, no. 2, p. 1045–1056., 2021. doi: https://doi.org/10.1002/jmv.26389

P. Van den Driessche, and J. Watmough,, "FURTHER NOTES ON THE BASIC REPRODUCTION NUMBER.," Mathematical epidemiology,, pp. 159 - 178, 2008. doi: https://doi.org/10.1007/978-3-540-78911-6_6

N. I. Akinwande, T. T. Ashezua, R. I. Gweryina, S. A. Somma, F. A. Oguntolu, A. Usman, O. N. Abdurrahman, F. S. Kaduna, T. P. Adajime, F.A. Kuta, and S. Abdulrahman, "MATHEMATICAL MODEL OF COVID-19 TRANSMISSION DYNAMICS INCORPORATING BOOSTER VACCINE PROGRAM AND ENVIRONMENTAL CONTAMINATION," Heliyon, vol. 8, no. 11, 2022. doi: https://doi.org/10.1016/j.heliyon.2022.e11513

D.O. Daniel, "MATHEMATICAL MODEL FOR THE TRANSMISSION OF COVID-19 WITH NONLINEAR FORCES OF INFECTION AND THE NEED FOR PREVENTION MEASURE IN NIGERIA.," J. Infect. Dis. Epidem, vol. 6, no. 158, 2021. doi: https://doi.org/10.23937/2474-3658/1510158

Published
2025-11-24
How to Cite
[1]
T. J. Oluwafemi and M. Miswanto, “ANALYSIS OF SMOKING AND COVID-19 MATHEMATICAL MODEL”, BAREKENG: J. Math. & App., vol. 20, no. 1, pp. 0299-0312, Nov. 2025.