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Hammadi L, Raillani H, Ndiaye BM, Aggoug B, El Ballouti A, Jidane S, Belyamani L, Souza de Cursi E. Uncertainty Quantification for Epidemic Risk Management: Case of SARS-CoV-2 in Morocco. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4102. [PMID: 36901113 PMCID: PMC10002057 DOI: 10.3390/ijerph20054102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 02/12/2023] [Accepted: 02/12/2023] [Indexed: 06/18/2023]
Abstract
In this paper, we propose a new method for epidemic risk modelling and prediction, based on uncertainty quantification (UQ) approaches. In UQ, we consider the state variables as members of a convenient separable Hilbert space, and we look for their representation in finite dimensional subspaces generated by truncations of a suitable Hilbert basis. The coefficients of the finite expansion can be determined by approaches established in the literature, adapted to the determination of the probability distribution of epidemic risk variables. Here, we consider two approaches: collocation (COL) and moment matching (MM). Both are applied to the case of SARS-CoV-2 in Morocco, as an epidemic risk example. For all the epidemic risk indicators computed in this study (number of detections, number of deaths, number of new cases, predictions and human impact probabilities), the proposed models were able to estimate the values of the state variables with precision, i.e., with very low root mean square errors (RMSE) between predicted values and observed ones. Finally, the proposed approaches are used to generate a decision-making tool for future epidemic risk management, or, more generally, a quantitative disaster management approach in the humanitarian supply chain.
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Affiliation(s)
- Lamia Hammadi
- Laboratory of Engineering Sciences for Energy, National School of Applied Sciences ENSAJ, UCD, El Jadida 24000, Morocco
- Laboratory of Mechanics of Normandy, National Institute of Applied Sciences INSA of Rouen-Normandy, 76800 Saint Etienne du Rouvray, France
| | - Hajar Raillani
- Laboratory of Engineering Sciences for Energy, National School of Applied Sciences ENSAJ, UCD, El Jadida 24000, Morocco
- Laboratory of Mechanics of Normandy, National Institute of Applied Sciences INSA of Rouen-Normandy, 76800 Saint Etienne du Rouvray, France
| | - Babacar Mbaye Ndiaye
- Laboratory of Mathematics of Decision and Numerical Analysis, University of Cheikh Anta Diop, Dakar 10700, Senegal
| | - Badria Aggoug
- Emergency Department, SAMU 02, CHU Ibn Rochd, Casablanca 20100, Morocco
| | - Abdessamad El Ballouti
- Laboratory of Engineering Sciences for Energy, National School of Applied Sciences ENSAJ, UCD, El Jadida 24000, Morocco
| | - Said Jidane
- Emergency Department, Mohammed V Military Hospital, Faculty of Medicine and Pharmacy, Mohammed V University, Rabat 10100, Morocco
| | - Lahcen Belyamani
- Emergency Department, Mohammed V Military Hospital, Faculty of Medicine and Pharmacy, Mohammed V University, Rabat 10100, Morocco
| | - Eduardo Souza de Cursi
- Laboratory of Mechanics of Normandy, National Institute of Applied Sciences INSA of Rouen-Normandy, 76800 Saint Etienne du Rouvray, France
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Assaid N, Arich S, Charoute H, Akarid K, Ezzikouri S, Maaroufi A, Sarih M. Anti-SARS-CoV-2 Antibody Responses 5 Months Post Complete Vaccination of Moroccan Healthcare Workers. Vaccines (Basel) 2022; 10:465. [PMID: 35335097 PMCID: PMC8952418 DOI: 10.3390/vaccines10030465] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 03/12/2022] [Accepted: 03/14/2022] [Indexed: 12/20/2022] Open
Abstract
Data about the duration of antibodies after vaccination show that the protection against SARS-CoV-2 infection begins to decline over time. This study aims to determine anti-SARS-CoV-2 anti-S IgG levels in healthcare workers five months after the second vaccination dose. We collected samples from 82 participants who were fully vaccinated with ChAdOx1 nCoV-19 or BBIBP-CorV. We assessed anti-SARS-CoV-2 IgG antibodies using a Euroimmun ELISA and an Abbott Architect ™ SARS-CoV-2 IgG test. Of the 82 participants, 65.85% were seropositive for IgG using ELISA, and 86.59% were positive for IgG according to the Abbott Architect ™ test. Individuals vaccinated with the ChAdOx1 nCoV-19 vaccine had a median anti-S1 antibody level of 1.810 AU/mL [interquartile range (IQR), 1.080-3.7340] and 171.7 AU/mL [79.9-684.6] according to the Euroimmun ELISA and Abbott Architect test, respectively. These tests indicated that people vaccinated with BBIBP-CorV had a median anti-S1 antibody level of 1.840 AU/mL [0.810-2.960] and 126.7 AU/mL [54.9-474.3], respectively. Statistical analysis showed no significant difference between the positivity rates of the vaccinated individuals, either for gender or for age. In addition, we found no significant difference between the two vaccines. Our study provides information on the longevity of the anti-SARS-CoV-2 IgG antibodies in people at least five months after vaccination.
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Affiliation(s)
- Najlaa Assaid
- Service de Parasitologie et des Maladies Vectorielles, Institut Pasteur du Maroc, Place Louis Pasteur, Casablanca 20360, Morocco; (N.A.); (S.A.); (A.M.)
- Health and Environment Laboratory, Molecular Genetics and Immunophysiopathology Research Team, Aïn Chock Faculty of Sciences, University of Hassan II Casablanca (UH2C), Casablanca 20100, Morocco;
| | - Soukaina Arich
- Service de Parasitologie et des Maladies Vectorielles, Institut Pasteur du Maroc, Place Louis Pasteur, Casablanca 20360, Morocco; (N.A.); (S.A.); (A.M.)
| | - Hicham Charoute
- Research Unit of Epidemiology, Biostatistics and Bioinformatics, Institut Pasteur du Maroc, Casablanca 20360, Morocco;
| | - Khadija Akarid
- Health and Environment Laboratory, Molecular Genetics and Immunophysiopathology Research Team, Aïn Chock Faculty of Sciences, University of Hassan II Casablanca (UH2C), Casablanca 20100, Morocco;
| | - Sayeh Ezzikouri
- Viral Hepatitis Laboratory, Virology Unit, Institut Pasteur du Maroc, Casablanca 20360, Morocco;
| | - Abderrahmane Maaroufi
- Service de Parasitologie et des Maladies Vectorielles, Institut Pasteur du Maroc, Place Louis Pasteur, Casablanca 20360, Morocco; (N.A.); (S.A.); (A.M.)
| | - M’hammed Sarih
- Service de Parasitologie et des Maladies Vectorielles, Institut Pasteur du Maroc, Place Louis Pasteur, Casablanca 20360, Morocco; (N.A.); (S.A.); (A.M.)
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El Bilali H, Ben Hassen T, Baya Chatti C, Abouabdillah A, Alaoui SB. Exploring Household Food Dynamics During the COVID-19 Pandemic in Morocco. Front Nutr 2021; 8:724803. [PMID: 34646850 PMCID: PMC8502820 DOI: 10.3389/fnut.2021.724803] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 08/31/2021] [Indexed: 12/23/2022] Open
Abstract
Alongside the dramatic impact on health systems, eating, shopping, and other food-related habits may have been affected by the COVID-19 crisis. This paper analyses the impacts of the COVID-19 pandemic on food shopping habits and food-related activities of a diverse sample of 340 adult consumers in Morocco. The study is based on an online survey conducted in Morocco from September 15 to November 5, 2020, utilizing a standardized questionnaire delivered in French and Arabic via Survey Monkey. The findings show that consumers' diet, shopping behavior, and food interactions have changed significantly. Indeed, the survey outcomes indicated (i) an increase in the consumption of local items owing to food safety concerns; (ii) an increase in online grocery shopping; (iii) a rise in panic buying and food hoarding; and (iv) an increase in culinary capabilities. The findings are expected to help guide Morocco's current emergency measures as well as long-term food-related policies.
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Affiliation(s)
- Hamid El Bilali
- International Centre for Advanced Mediterranean Agronomic Studies (CIHEAM-Bari), Valenzano, Italy
| | - Tarek Ben Hassen
- Department of International Affairs, College of Arts and Sciences, Qatar University, Doha, Qatar
| | - Chedli Baya Chatti
- Department of Social Sciences, College of Arts and Sciences, Qatar University, Doha, Qatar
| | - Aziz Abouabdillah
- Department of Agronomy and Plant Breeding, Ecole Nationale D'Agriculture de Meknès, Meknès, Morocco
| | - Si Bennasseur Alaoui
- Department of Production, Protection and Biotechnology, Institut Agronomique et Vétérinaire Hassan II, Rabat, Morocco
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Benijjane M, Sebbani M, Adarmouch L, Mansoury O, Amine M. The social accountability of nursing training institutes in Morocco: The knowledge, perceptions and realization of its aspects. JOURNAL OF ADVANCES IN MEDICAL EDUCATION & PROFESSIONALISM 2021; 9:197-203. [PMID: 34692857 PMCID: PMC8521213 DOI: 10.30476/jamp.2021.90618.1419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 09/04/2021] [Indexed: 06/13/2023]
Abstract
INTRODUCTION The social accountability (SA) challenges health professional training institutes to reorient their missions to train the graduates aligned with the society's priority needs and produce quality, population centered care. The objective was to assess the knowledge, perceptions, and implementation of SA by nursing education institutions. METHOD The cross-sectional observational survey was conducted at the Higher Institute of Health Professions and Techniques of Marrakech (ISPITS-M) and its annexes between May 17 and June 4, 2020, using a mixed methodology. The data were collected through an online questionnaire, which was tested with 11 students and teachers. It was completed by 50 teachers and 213 students, recruited on a voluntary basis and was developed based on the literature review, aspects and principles of social accountability. In addition, eight semi-structured interviews were performed with administrative staff recruited by purposive sampling. RESULTS Out of a total of 924 students and 75 teachers, 213 students and 50 teachers participated in the survey, with a response rate of 23% and 67% simultaneously. The average age was 40.2±8.9 years for the teachers and 19.7±1.3 years for the students. 36% of the students had no knowledge of SA; teachers and leaders had different perceptions and the concreteness of the aspects of SA was low. The students felt they were less prepared in social determinants of health (85%), community lifestyles to be served (85%), outreach care, and frontline work (83%). CONCLUSION The knowledge of SA is average; there is a need to raise awareness of SA in addition to strengthening training programs and the concretization of actions in this direction.
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Affiliation(s)
- Maria Benijjane
- Community Medicine and Public Health Department, Research Laboratory, Biosciences and Health, School of Medicine, Cadi Ayyad University, Marrakech, Morocco
| | - Majda Sebbani
- Community Medicine and Public Health Department, Research Laboratory, Biosciences and Health, School of Medicine, Cadi Ayyad University, Marrakech, Morocco
- Clinical Research Unit, Mohammed VI University Hospital, Marrakech, Morocco
| | - Latifa Adarmouch
- Community Medicine and Public Health Department, Research Laboratory, Biosciences and Health, School of Medicine, Cadi Ayyad University, Marrakech, Morocco
- Community Medicine and Public Health Department, Research Laboratory, Biosciences and Health, School of Medicine, Cadi Ayyad University, Marrakech, Morocco
| | - Ouassim Mansoury
- Community Medicine and Public Health Department, Research Laboratory, Biosciences and Health, School of Medicine, Cadi Ayyad University, Marrakech, Morocco
- Clinical Research Unit, Mohammed VI University Hospital, Marrakech, Morocco
| | - Mohamed Amine
- Community Medicine and Public Health Department, Research Laboratory, Biosciences and Health, School of Medicine, Cadi Ayyad University, Marrakech, Morocco
- Community Medicine and Public Health Department, Research Laboratory, Biosciences and Health, School of Medicine, Cadi Ayyad University, Marrakech, Morocco
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Ogar CO, Okoroiwu HU, Obeagu EI, Etura JE, Abunimye DA. Assessment of blood supply and usage pre- and during COVID-19 pandemic: A lesson from non-voluntary donation. Transfus Clin Biol 2021; 28:68-72. [PMID: 33080420 PMCID: PMC7836417 DOI: 10.1016/j.tracli.2020.10.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 10/03/2020] [Accepted: 10/06/2020] [Indexed: 01/29/2023]
Abstract
BACKGROUND Ensuring steady stream of safe blood is the ultimate goal of blood transfusion practice. The current COVID-19 pandemic has affected almost every part of life and economy. Consequently, this study sets off to assess the effect of the pandemic on blood supply and blood transfusion in the University of Calabar Teaching Hospital. METHODS Data from the Donor Clinic and Blood Group Serology Unit of the University of Calabar Teaching Hospital were retrospectively extracted to evaluate supply and use of blood before and during COVID-19 pandemic. RESULT A total of 1638 donors were recorded within the study period. Age range 15-29 and 30-44 years constituted majority of the subjects (58.9% and 33.4%, respectively). The donor pool were male-dominated. Commercial donors (61.7%) and family replacement donors (30.6%) constituted majority of the donor pool. Most of the donor pool were students (37.1%), public servants (22.8%) and artisans (18.6%). A concomitant decrease of 26.1% and 18.9% were recorded in blood donation and request during the COVID-19 pandemic. CONCLUSION Blood supply was not significantly affected in our study center as both requests and donations decreased. Consideration for improving family replacement donation was advised.
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Affiliation(s)
- C O Ogar
- Hematology Unit, Department of Medical Laboratory Science, University of Calabar, Nigeria
| | - H U Okoroiwu
- Hematology Unit, Department of Medical Laboratory Science, University of Calabar, Nigeria.
| | - E I Obeagu
- Department of Medical Laboratory Science, Imo State University, Nigeria
| | - J E Etura
- Hematology Unit, Department of Medical Laboratory Science, University of Calabar, Nigeria
| | - D A Abunimye
- Hematology Unit, Department of Medical Laboratory Science, University of Calabar, Nigeria
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Okoroiwu HU, Uchendu IK, Ogar CO, Okafor IM. COVID-19 in Nigeria: Situation update and combative measures taken by the government. Germs 2020; 10:274-278. [PMID: 33134209 DOI: 10.18683/germs.2020.1218] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 07/05/2020] [Indexed: 11/08/2022]
Affiliation(s)
- Henshaw Uchechi Okoroiwu
- B.MLS, MSc, Hematology Unit, Department of Medical Laboratory Science, Faculty of Allied Medical Sciences, University of Calabar, PMB 1115 Calabar, Nigeria
| | - Ikenna Kingsley Uchendu
- B.MLS, MSc, Department of Medical Laboratory Science, University of Nigeria, Enugu Campus, 40001, Enugu, Nigeria
| | - Christopher Ogar Ogar
- B.MLS, MSc, Hematology Unit, Department of Medical Laboratory Science, Faculty of Allied Medical Sciences, University of Calabar, PMB 1115 Calabar, Nigeria
| | - Ifeyinwa Maryann Okafor
- B.MLS, Ph.D, Hematology Unit, Department of Medical Laboratory Science, Faculty of Allied Medical Sciences, University of Calabar, PMB 1115 Calabar, Nigeria
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