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Martín-Rodríguez F, Castro Villamor MA, López-Izquierdo R, Portillo Rubiales RM, Ortega GJ, Sanz-García A. Can anxiety in undergraduate students in a high-fidelity clinical simulation be predicted? A randomized, sham-controlled, blinded trial. Nurse Educ Today 2021; 98:104774. [PMID: 33485162 DOI: 10.1016/j.nedt.2021.104774] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 01/10/2021] [Indexed: 06/12/2023]
Abstract
INTRODUCTION High-fidelity clinical simulation has implied a revolution in health science training. Despite its benefits, some drawbacks could hinder the learning process, especially the anxiety produced during such scenarios. OBJECTIVES The aim of the present work is to develop a predictive model capable of determining which students will present high levels of anxiety. DESIGN We performed a randomized, sham-controlled, blinded trial in which students were randomly assigned to four scenarios and played one of two possible roles. METHODS Before and after the simulation we assessed the anxiety level along with physiological and analytical parameters. The main analyzed outcome was an increase of ≥25% in anxiety compared with baseline. RESULTS The type of scenario or the role played had no effect on anxiety. The predictive model presented an Area Under the Receiver Operating Characteristics of 0.798 (95% CI: 0.69-0.90; p < 0.001), with age and systolic blood pressure being protective factors against anxiety. CONCLUSIONS Our results showed that the anxiety level developed during simulation could be predicted. The application of this predictive model when associated to appropriate techniques to deal with increased anxiety levels could improve the learning process of medical students during simulations.
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Affiliation(s)
- Francisco Martín-Rodríguez
- Faculty of Medicine, Valladolid University, Valladolid, Spain; Advanced Life Support, Emergency Medical Services, Valladolid, Spain
| | - Miguel A Castro Villamor
- Faculty of Medicine, Valladolid University, Valladolid, Spain; Community Health Center, La Cistérniga, Valladolid, Spain
| | - Raúl López-Izquierdo
- Faculty of Medicine, Valladolid University, Valladolid, Spain; Emergency Department, Hospital Universitario Rio Hortega, Valladolid, Spain
| | - Raquel M Portillo Rubiales
- Faculty of Medicine, Valladolid University, Valladolid, Spain; Community Health Center, La Cistérniga, Valladolid, Spain
| | - Guillermo J Ortega
- Data Analysis Unit, Health Research Institute, Hospital de la Princesa, Madrid (IIS-IP), Spain; National Scientific and Technical Research Council, Buenos Aires, Argentina
| | - Ancor Sanz-García
- Data Analysis Unit, Health Research Institute, Hospital de la Princesa, Madrid (IIS-IP), Spain.
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Martín-Rodríguez F, López-Izquierdo R, Portillo Rubiales RM, Fadrique Millán LN, Carbajosa Rodríguez V, Sanz-García A, Ortega Rabbione G, Polonio-López B, Villamor MÁC, Martín-Conty JL. Blood Biomarkers for Assessing Headaches in Healthcare Workers after Wearing Biological Personal Protective Equipment in a COVID-19 Field Hospital. J Pers Med 2021. [PMID: 33406767 DOI: 10.21203/rs.3.rs-55229/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/22/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) has led to a pandemic, which among other things, has highlighted biosafety as a key cornerstone in the management of disease transmission. The aim of this work was to analyze the role played by different blood biomarkers in predicting the appearance of headaches in healthcare workers wearing personal protective equipment (PPE) in a COVID-19 treatment unit. A prospective cohort study of 38 healthcare workers was performed during April 2020. Blood analysis, performed just before the start of a 4 hour shift, was carried out on all volunteers equipped with PPE. At the end of their shifts and after decontamination, they were asked if they had suffered from headache in order to obtain a binary outcome. The baseline creatinine value reflected a specific odds ratio of 241.36 (95% CI: 2.50-23,295.43; p = 0.019) and an area under the curve (AUC) value of 0.737 (95%CI: 0.57-0.90; p < 0.01). Blood creatinine is a good candidate for predicting the appearance of a de novo headache in healthcare workers after wearing PPE for four hours in a COVID-19 unit.
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Affiliation(s)
- Francisco Martín-Rodríguez
- Advanced Clinical Simulation Centre, Faculty of Medicine, Universidad de Valladolid, Advanced Life Support Unit, Emergency Medical Services, 47005 Valladolid, Spain
| | - Raúl López-Izquierdo
- Emergency Department, Hospital Universitario Rio Hortega de Valladolid, Gerencia Regional de Salud de Castilla y León (SACYL), c/ Dulzaina, 2, 47012 Valladolid, Spain
| | - Raquel M Portillo Rubiales
- C.S. de Tordesillas, Gerencia de Atención Primaria de Valladolid Oeste, Gerencia Regional de Salud de Castilla y León (SACYL), Crta. de Valladolid s/n, 47100 Tordesillas, Valladolid, Spain
| | - Laura N Fadrique Millán
- Emergency Department, Hospital Universitario Rio Hortega de Valladolid, Gerencia Regional de Salud de Castilla y León (SACYL), c/ Dulzaina, 2, 47012 Valladolid, Spain
| | - Virginia Carbajosa Rodríguez
- Emergency Department, Hospital Universitario Rio Hortega de Valladolid, Gerencia Regional de Salud de Castilla y León (SACYL), c/ Dulzaina, 2, 47012 Valladolid, Spain
| | - Ancor Sanz-García
- Data Analysis Unit, Health Research Institute, Hospital de la Princesa, Madrid (IIS-IP), C/ Diego de León 62, 28006 Madrid, Spain
| | - Guillermo Ortega Rabbione
- Data Analysis Unit, Health Research Institute, Hospital de la Princesa, Madrid (IIS-IP), C/ Diego de León 62, 28006 Madrid, Spain
| | - Begoña Polonio-López
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain
| | - Miguel Ángel Castro Villamor
- C.S. Delicias I Gerencia de Atención Primaria de Valladolid Oeste, Gerencia Regional de Salud de Castilla y León (SACYL), Pª Juan Carlos I, 18, 47013 Valladolid, Spain
| | - José L Martín-Conty
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain
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Martín-Rodríguez F, López-Izquierdo R, Portillo Rubiales RM, Fadrique Millán LN, Carbajosa Rodríguez V, Sanz-García A, Ortega Rabbione G, Polonio-López B, Castro Villamor MÁ, Martín-Conty JL. Blood Biomarkers for Assessing Headaches in Healthcare Workers after Wearing Biological Personal Protective Equipment in a COVID-19 Field Hospital. J Pers Med 2021; 11:jpm11010027. [PMID: 33406767 PMCID: PMC7823801 DOI: 10.3390/jpm11010027] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 12/22/2020] [Accepted: 12/30/2020] [Indexed: 01/10/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) has led to a pandemic, which among other things, has highlighted biosafety as a key cornerstone in the management of disease transmission. The aim of this work was to analyze the role played by different blood biomarkers in predicting the appearance of headaches in healthcare workers wearing personal protective equipment (PPE) in a COVID-19 treatment unit. A prospective cohort study of 38 healthcare workers was performed during April 2020. Blood analysis, performed just before the start of a 4 hour shift, was carried out on all volunteers equipped with PPE. At the end of their shifts and after decontamination, they were asked if they had suffered from headache in order to obtain a binary outcome. The baseline creatinine value reflected a specific odds ratio of 241.36 (95% CI: 2.50–23,295.43; p = 0.019) and an area under the curve (AUC) value of 0.737 (95%CI: 0.57–0.90; p < 0.01). Blood creatinine is a good candidate for predicting the appearance of a de novo headache in healthcare workers after wearing PPE for four hours in a COVID-19 unit.
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Affiliation(s)
- Francisco Martín-Rodríguez
- Advanced Clinical Simulation Centre, Advanced Life Support Unit, Emergency Medical Services, Faculty of Medicine, Universidad de Valladolid, 47005 Valladolid, Spain;
| | - Raúl López-Izquierdo
- Emergency Department, Hospital Universitario Rio Hortega de Valladolid, Gerencia Regional de Salud de Castilla y León (SACYL), c/Dulzaina, 2, 47012 Valladolid, Spain; (L.N.F.M.); (V.C.R.)
- Correspondence: ; Tel.: +34-647946325
| | - Raquel M. Portillo Rubiales
- C.S. de Tordesillas, Gerencia de Atención Primaria de Valladolid Oeste, Gerencia Regional de Salud de Castilla y León (SACYL), Crta. de Valladolid s/n, 47100 Tordesillas, Valladolid, Spain;
| | - Laura N. Fadrique Millán
- Emergency Department, Hospital Universitario Rio Hortega de Valladolid, Gerencia Regional de Salud de Castilla y León (SACYL), c/Dulzaina, 2, 47012 Valladolid, Spain; (L.N.F.M.); (V.C.R.)
| | - Virginia Carbajosa Rodríguez
- Emergency Department, Hospital Universitario Rio Hortega de Valladolid, Gerencia Regional de Salud de Castilla y León (SACYL), c/Dulzaina, 2, 47012 Valladolid, Spain; (L.N.F.M.); (V.C.R.)
| | - Ancor Sanz-García
- Data Analysis Unit, Health Research Institute, Hospital de la Princesa, Madrid (IIS-IP), C/Diego de León, 62, 28006 Madrid, Spain; (A.S.-G.); (G.O.R.)
| | - Guillermo Ortega Rabbione
- Data Analysis Unit, Health Research Institute, Hospital de la Princesa, Madrid (IIS-IP), C/Diego de León, 62, 28006 Madrid, Spain; (A.S.-G.); (G.O.R.)
| | - Begoña Polonio-López
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain; (B.P.-L.); (J.L.M.-C.)
| | - Miguel Ángel Castro Villamor
- C.S. Delicias I Gerencia de Atención Primaria de Valladolid Oeste, Gerencia Regional de Salud de Castilla y León (SACYL), Pª Juan Carlos I, 18, 47013 Valladolid, Spain;
| | - José L. Martín-Conty
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain; (B.P.-L.); (J.L.M.-C.)
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