Predictive vulnerability scale in the One Health Approach
Keywords:
ecosystem, indicators, prediction, scale, vulnerabilityAbstract
Introduction: The One Health approach addresses complex and interconnected challenges affecting public health globally, integrating human, animal, and environmental health.
Objective: To develop a predictive vulnerability scale within the One Health framework.
Methods: Technological innovation research with a mixed-methods approach. The scale construction was based on the participation of 30 national experts selected through the Delphi technique with a competence coefficient > 0.8. An 11-item ordinal Likert-type scale was designed and applied in a pilot test in two local health clinics.
Results: The scale showed a high item-total correlation and was structured into three main dimensions: ecosystem, environment, and health, which explained 74.8% of the total variance. Reliability was adequate, with a Pearson coefficient of 0.945 and a Cronbach's alpha of 0.753. The tool allows classification of zones into three vulnerability levels: non-vulnerable (0-7), moderate vulnerability (8-14), and high vulnerability (15-22). Its average application time is 10 minutes and requires minimal conditions for use.
Conclusions: A valid and reliable scale was developed to measure vulnerability from the One Health perspective, useful for comprehensive monitoring and intersectoral management in local public health. Its implementation facilitates early risk identification and the adoption of sustainable strategies based on an ecosystem and integrated health approach.
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References
1. Asirvatham R, Nelson A, Northam J, Lucyk K. Methods for evaluating intersectoral action partnerships to address the social determinants of health: a scoping review [Internet]. Health Promot Chronic Dis Prev Can. 2024 [acceso: 20/04/2025];44(10):440-9. Disponible en: https://pubmed.ncbi.nlm.nih.gov/39388295/
2. Somda NS, Adesoji TO, Tetteh-Quarcoo PB, Donkor ES. A Systematic Review and Meta-Analysis on the Presence of Escherichia coli O157:H7 in Africa from a One Health Perspective [Internet]. Microorganisms. 2025 [acceso: 20/04/2025];13(4):902. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40284738/
3. Yenew C, Mekonen S, Ambelu A, Yeshiwas AG. Effective Innovative Technologies and One Health Strategies in Mitigating Aflatoxin Contamination in Peanut Oil: A Systematic Review and Meta-Analysis [Internet]. Food Sci Nutr. 2025 [acceso: 20/04/2025];13(2):e70062. Disponible en: https://pmc.ncbi.nlm.nih.gov/articles/PMC11837028/
4. Njoga EO, Nnaemeka VC, Jaja IF, Oguttu JW, Nwanta JA, Chah KF. Systematic review and meta-analysis of Campylobacter species infections in humans and food-producing animals in Nigeria, 2002-2023: The imperative of a One Health control approach [Internet]. One Health (Amsterdam, Netherlands). 2025 [acceso: 20/04/2025];20:101029. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40270547/
5. Abdoli A, Olfatifar M, Zaki L, Nikkhahi F, Fardsanei F, Sobhani S, et al. Global Prevalence of Anaplasma phagocytophilum in Cattle: A One Health Perspective, Meta-Analysis and Future Predictions (up to 2035) [Internet]. Vet Med Sci. 2025 [acceso: 20/04/2025];11(2):e70251. Disponible en: https://pmc.ncbi.nlm.nih.gov/articles/PMC11837283/
6. Phu DH, Wongtawan T, Nam TT, Truong DB, Suttidate N, Carrique-Mas J, et al. Prevalence and antimicrobial resistance of Campylobacter jejuni and Campylobacter coli over time in Thailand under a One Health approach: A systematic review and meta-analysis [Internet]. One Health (Amsterdam, Netherlands). 2025 [acceso: 20/04/2025];20:100965. Disponible en: https://pmc.ncbi.nlm.nih.gov/articles/PMC11782884/
7. Donkor ES, Odoom A, Osman AH, Darkwah S, Kotey FCN. A systematic review and meta-analysis on antibiotic resistance genes in Ghana [Internet]. BMC Med Genomics. 2025 [acceso: 20/04/2025];18(1):47. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40075357/
8. Gedefie A, Debash H, Kassaw AB, Mankelkl G, Metaferia Y, Belete MA, et al. Epidemiology of arboviruses in humans and livestock in Ethiopia: a systematic review and meta-analysis [Internet]. BMC Infect Dis. 2025 [acceso: 20/04/2025];25(1):458. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40175900/
9. Fambirai T, Chimbari M, Mhindu T. Factors associated with contracting border malaria: A systematic and meta-analysis [Internet]. PLoS One. 2025 [acceso: 20/04/2025];20(1):e0310063. Disponible en: https://pubmed.ncbi.nlm.nih.gov/39752437/
10. Daba C, Berhanu L, Desye B, Berihun G, Geto AK. Bacteriological quality of drinking water and its associated factors in Ethiopia: A systematic review and meta-analysis [Internet]. PLoS One. 2025 [acceso: 20/04/2025];20(1):e0310731. Disponible en: https://pubmed.ncbi.nlm.nih.gov/39752377/
11. Somda NS, Nyarkoh R, Tankoano A, Bonkoungou OJI, Tetteh-Quarcoo PB, Donkor ES. Molecular epidemiology of extended-spectrum beta-lactamases and carbapenemases-producing Shigella in Africa: a systematic review and meta-analysis [Internet]. BMC Infect Dis. 2025 [acceso: 22/04/2025];25(1):81. Disponible en: https://pubmed.ncbi.nlm.nih.gov/39827134/
12. Moustaïd-Moussa N, Elouafi I, Cook RL. Advancing One Health [Internet]. J Nutr. 2025 [acceso: 25/08/2025];155(7):2043-2044. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40374079/
13. Igreja RP, de Macedo PM, Schneider MC. One Health and Neglected Zoonotic Diseases [Internet]. Pathogens. 2025 [acceso: 25/08/2025];14(5):482. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40430802/
14. Pisante V. Health Ecology [Internet]. Ecohealth. 2025 [acceso: 25/08/2025];22(2):200-202. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40088354/
15. Leonetti F. Commentary special issue: "One Health" [Internet]. Nutr Metab Cardiovasc Dis. 2025 [acceso: 25/08/2025];35(6):103979. Disponible en: https://www.nmcd-journal.com/article/S0939-4753(25)00133-4/abstract
16. Duong V, Morand S, Buchy P. Editorial: Rodent-borne diseases: "One Health" perspectives [Internet]. Front Vet Sci. 2025 [acceso: 22/04/2025];12:1602402. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40331221/
17. Adhikari B, Parajuli P, Lippmann S. Countering antimicrobial resistance [Internet]. Pulmonology. 2025 [acceso: 22/04/2025];31(1):2411807. Disponible en: https://pubmed.ncbi.nlm.nih.gov/39883498/
18. Rampelotto PH, Kolář M. Trends in Microbiology 2024 [Internet]. Life (Basel). 2025 [acceso: 22/04/2025];15(1):65. Disponible en: https://pubmed.ncbi.nlm.nih.gov/39860005/
19. Zyoud S, Zyoud SH. One Health and planetary health research landscapes in the Arab world [Internet]. Sci One Health. 2025 [acceso: 22/04/2025];4:100105. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40092474/
20. Chapman HJ, Akpinar-Elci M, Kahn LH, Doker TJ. Changing Ecosystems and the Role of One Health: Engaging Public Health Professionals [Internet]. Am J Public Health. 2025 [acceso: 22/04/2025];115(5):658-662. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40203271/
21. Mikó E, Donyina GA, Baccouri W, Tóth V, Flórián K, Gyalai IM, et al. One health agriculture: Heat stress mitigation dilemma in agriculture [Internet]. One Health. 2025 [acceso: 25/08/2025]; 20:100966. Disponible en: https://www.sciencedirect.com/science/article/pii/S2352771425000023
22. Hammoudi Halat D, Kassem II, Osman M, Manageiro V. Editorial: World antimicrobial awareness week [Internet]. Front Public Health. 2025 [acceso: 22/04/2025];12:1543642. Disponible en: https://pubmed.ncbi.nlm.nih.gov/39839430/
23. Bruno L, Nappo MA, Frontoso R, Perrotta MG, Di Lecce R, Guarnieri C, Ferrari L, Corradi A. West Nile Virus (WNV): One-Health and Eco-Health Global Risks [Internet]. Vet Sci. 2025 [acceso: 22/04/2025];12(3):288. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40266979/
24. Agache I, Hernandez ML, Radbel JM, Renz H, Akdis CA. An Overview of Climate Changes and Its Effects on Health: From Mechanisms to One Health [Internet]. J Allergy Clin Immunol Pract. 2025 [acceso: 22/04/2025];13(2):253-64. Disponible en: https://pubmed.ncbi.nlm.nih.gov/39725316/
25. Kumar P, Zhang W. A One Health Approach to Address Foodborne Diseases in Low‑ and Middle‑Income Countries [Internet]. Ann Glob Health. 2025 [acceso: 22/04/2025];91(1):18. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40161360/
26. Cavalli LS. Incorporating occupational health and safety into One Health approaches to aquaculture [Internet]. J Agromedicine. 2025 [acceso: 22/04/2025];30(2):214-20. Disponible en: https://pubmed.ncbi.nlm.nih.gov/39720893/
27. Reperant L, Mackenzie J, Venter M, Mulumba M, Osterhaus A. Scientific highlights of the 8th world one health Congress, Cape Town, South Africa 2024 [Internet]. One Health Outlook. 2025 [acceso: 22/04/2025];7(1):20. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40075478/
28. Milazzo A, Liu J, Multani P, Steele S, Hoon E, Chaber AL. One Health implementation: A systematic scoping review using the Quadripartite One Health Joint Plan of Action [Internet]. One Health. 2025 [acceso: 22/04/2025];20:101008. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40160937/
29. Huang CY, Su SB, Chen KT. A review of epidemiology, diagnosis, and management of Mpox: The role of One Health [Internet]. Glob Health Med. 2025 [acceso: 22/04/2025];7(1):1-12. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40026855/
30. Acharya KP, Phuyal S, Yon DK, Branda F. Political dimension of One Health governance [Internet]. Vet Rec. 2025 [acceso: 5/06/2025];196(10):403-404. Disponible en: https://pubmed.ncbi.nlm.nih.gov/40377100/
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Copyright (c) 2025 Iluminada Placeres Menéndez, Ana Rosa Jorna Calixto, Orlando Rodríguez Salazar, Zaily Fuentes Díaz

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