Open Access
Mixed reality in undergraduate nursing education: a systematic review and meta-analysis of benefits and challenges
(MDPI, 2025-04-22) Guillén Aguinaga, Laura; Rayón Valpuesta, Esperanza; Guillén Aguinaga, Sara; Rodríguez-Díaz, Blanca; Montejo, Rocío; Alas Brun, Rosa María; Aguinaga Ontoso, Enrique; Onambele, Luc; Guillén-Aguinaga, Miriam; Guillén Grima, Francisco; Aguinaga Ontoso, Inés; Ciencias de la Salud; Osasun Zientziak
Background: Nursing Schools are incorporating Mixed Reality (MR) into student training to enable them to confront challenging or infrequently encountered scenarios in their practice and ensure their preparedness. This systematic review evaluates the benefits and challenges of implementing MR in nursing curricula. Materials and Methods: A search was conducted in PubMed, WOS, Scopus, Embase, and CINAHL for studies published between 2011 and 2023. The search strategy used was (nurses OR nurse OR nursing) AND mixed reality AND simulation. Inclusion criteria required that studies focus on undergraduate nursing students and be written in English or Spanish. Exclusion criteria included reviews, bibliometric studies, and articles that did not separately report undergraduate nursing student results. Quality was evaluated with the JBI Critical Appraisal Checklist for Qualitative Research and the Newcastle-Ottawa Scale. A meta-analysis was conducted on studies with control groups to compare MR's effectiveness against traditional teaching methods. Results: Thirty-three studies met the inclusion criteria. MR was widely used to improve clinical judgment, patient safety, technical skill acquisition, and student confidence. The meta-analysis found that MR reduced anxiety (Cohen's d = -0.73, p < 0.001). However, its impact on knowledge acquisition and skill development was inconsistent. There was no improvement over traditional methods (p = 0.466 and p = 0.840). Despite positive qualitative findings, methodological variability, small sample sizes, and publication bias contributed to mixed quantitative results. The main challenges were cybersickness, usability, high costs, and limited institutional access to MR technology. Conclusions: Although MR can help nursing education by decreasing students' anxiety, its efficacy remains inconclusive. Future research should use larger, randomized controlled trials to validate MR's role in nursing education.
Open Access
Prevalencia e incidencia de la enfermedad de Alzheimer en Europa: metaanálisis
(Elsevier España, 2017) Niu, Hao; Álvarez Álvarez, Ismael; Guillén Grima, Francisco; Aguinaga Ontoso, Inés; Ciencias de la Salud; Osasun Zientziak
Introducción: La enfermedad de Alzheimer es el principal tipo de demencia, y una enfermedad de etiología desconocida. Con el aumento de la población anciana mundial, el número de pacientes con enfermedad de Alzheimer muestra una tendencia de crecimiento rápido. El objetivo de este metaanálisis es evaluar la prevalencia e incidencia de la enfermedad de Alzheimer en Europa. Metodología: La búsqueda de artículos se realizó en las bases de datos Medline, Scopus y CINAHL Complete utilizando las palabras claves “Alzheimer”, “Alzheimer’s disease” y “AD”; combinadas con “prevalence”, “incidence” y “epidemiology”. Se utilizó el modelo Bayesiano de efectos aleatorios, mostrando intervalos de credibilidad al 95%. Para estimar la heterogeneidad se usó el estadístico I2. Resultados: La prevalencia de enfermedad de Alzheimer en Europa fue 5,05% (IC 95% 4,73-5,39). La prevalencia por sexo en los hombres y las mujeres fue 3,31% (IC 95% 2,85-3,80) y 7,13% (IC 95% 6,56-7,72), respectivamente, y se encontró una tendencia creciente por grupos de edad. La incidencia de enfermedad de Alzheimer en Europa fue 11,08 por 1000 personas-año (IC 95% 10,30-11,89), siendo en los hombres y las mujeres de 7,02 por 1000 personas-año (IC 95% 6,06-8,05) y 13,25 por 1000 personas-año (IC 95% 12,05-14,51), respectivamente, con igual tendencia creciente con el aumento de la edad. Conclusiones: Los resultados del metaanálisis permiten una mejor comprensión de la enfermedad y su impacto en Europa.
Open Access
Variability in the control of type 2 diabetes in primary care and its association with hospital admissions for vascular events. The APNA study
(MDPI, 2021) Guillén Aguinaga, Sara; Forga, Lluís; Brugos Larumbe, Antonio; Guillén Grima, Francisco; Guillén Aguinaga, Laura; Aguinaga Ontoso, Inés; Ciencias de la Salud; Osasun Zientziak
Type 2 diabetes (T2D) is associated with increased cardiovascular morbidity, mortality, and hospital admissions. This study aimed to analyze how the differences in delivered care (variability of glycosylated hemoglobin (HbA1c) achieved targets) affect hospital admissions for cardiovascular events (CVEs) in T2D patients. Methods: We analyzed the electronic records in primary care health centers at Navarra (Spain) and hospital admission for CVEs. We followed 26,435 patients with T2D from 2012 to 2016. The variables collected were age, sex, health center, general practitioner practice (GPP), and income. The clinical variables were diagnosis of T2D, weight, height, body mass index (BMI), blood pressure (BP), HbA1c, low-density lipoprotein cholesterol (LDL-C), smoking, and antecedents of CVEs. We calculated, in each GPP practice, the proportion of patients with HbA1c ≥ 9. A non-hierarchical K-means cluster analysis classified GPPs into two clusters according to the level of compliance with HbA1C ≥ 9% control indicators. We used logistic and Cox regressions. Results: T2D patients had a higher probability of admission for CVEs when they belonged to a GPP in the worst control cluster of HbA1C ≥ 9% (HR = 1.151; 95% CI, 1.032–1.284).
Open Access
Meta-analysis of prevalence of wheezing and recurrent wheezing in infants
(Elsevier, 2016) Álvarez Álvarez, Ismael; Niu, Hao; Guillén Grima, Francisco; Aguinaga Ontoso, Inés; Ciencias de la Salud; Osasun Zientziak
Background: Wheezing affects children’s quality of life, and is related with asthma in childhood. Although prevalence of wheezing has been previously studied in several countries, there are no reference of worldwide prevalence in infants. The aim of this meta-analysis is to estimate the prevalence of wheezing and recurrent wheezing in infants aged up to two years, and compare the prevalence across world regions. Methods: Literature search was conducted in MEDLINE and SCOPUS databases, looking for observational studies published up to June 2016, including as keywords “prevalence” or “epidemiology” combined with “wheeze”, “wheezing” or “asthma symptoms” and “infant” or “preschool”. Fast*Pro software and random effects Bayesian model were used. Heterogeneity was estimated using I2 statistic, and sensitivity analyses were performed. Results: We identified 109 studies after duplicates were removed. After exclusions, 14 studies were included in the meta-analysis. Prevalence of wheezing and recurrent wheezing were 36.06% (95% CI 35.17-36.96), and 17.41% (95% CI 16.74-18.09), respectively. In European countries, prevalence of wheezing was 30.68% (95% CI 28.97-32.45), and 12.35% (95% CI 11.27-13.47) for recurrent wheezing. Prevalence of wheezing and recurrent wheezing in Latin America were higher, 40.55% (95% CI 39.40-41.71), and 19.27% (95% CI 18.44-20.11), respectively. In Africa, prevalence of wheezing was 15.97% (95% CI 14.05-18.00). Low or no heterogeneity was found in all cases. Conclusions: More than one third of infants suffer from wheezing and almost one fifth from recurrent wheezing, being these illnesses especially prevalent in Latin American countries, pointing out an important public health problem.
Open Access
Infant mortality in the European Union: a time trend analysis of the 1994-2015 period
(Elsevier España, 2019) Onambele, Luc; San Martín Rodríguez, Leticia; Niu, Hao; Álvarez Álvarez, Ismael; Arnedo Pena, Alberto; Guillén Grima, Francisco; Aguinaga Ontoso, Inés; Ciencias de la Salud; Osasun Zientziak
Introducción: La mortalidad infantil es un indicador de la salud infantil y una variable explicativa del desarrollo socioeconómico. Nuestro objetivo fue examinar los cambios y tendencias de la mortalidad infantil en la Unión Europea (UE) y sus 28 países miembros en el período 1994-2015. Métodos: Se recopilaron datos de muertes de niños menores de un año entre 1994 y 2015 de la base de datos Eurostat. Estudiamos las tendencias en la UE, por países y regiones, utilizando elanálisis de regresión joinpoint. Se condujeron análisis adicionales para estudiar las tendencias de mortalidad neonatal y neonatal precoz. Resultados: La mortalidad infantil en la UE ha disminuido significativamente de 8.3 a 3.6 por 1.000 (porcentaje de cambio anual = −3.8%, intervalos de confianza del 95% −4.1; −3.6). Las tasas de mortalidad más altas se registraron en Rumanía y Bulgaria, y las tasas más bajas en países escandinavos (Finlandia, Suecia). Se encontraron tendencias descendentes significativas en los países de la UE, más pronunciadas en los países bálticos exsoviéticos y países de Europa oriental, mientras que los países de Europa occidental mostraron los descensos menos pronunciados. La mortalidad infantil ha aumentado significativamente en Grecia en los últimos años,mientras que en el Reino Unido e Irlanda las tasas se han estabilizado. Conclusiones: La mortalidad infantil ha disminuido en la UE y sus países en las últimas décadas, más pronunciadamente en los países de Europa oriental y los países bálticos exsoviéticos, mientras que en varios países de Europa occidental las tasas aumentaron o se han estabilizado enlos últimos años.
Open Access
Prevalence and risk factors for wheezing in infants in the region of Pamplona, Spain
(Elsevier, 2016) Álvarez Álvarez, Ismael; Niu, Hao; Aguinaga Ontoso, Inés; Guillén Grima, Francisco; Ciencias de la Salud; Osasun Zientziak; Gobierno de Navarra / Nafarroako Gobernua: 6106
Background: Wheezing in the first year of life affects life’s quality of the baby and the family. Risk factors such as male gender, nursery attending or a family history of asthma, and protective factors such as breastfeeding more than 6 months have been previously described. The aim of this study is to study the prevalence and risk factors for wheezing ever and recurrent wheezing in the first year of life in infants in the region of Pamplona, Spain. Material and methods: This cross-sectional study was part of the International Study of Wheezing in Infants (Estudio Internacional de Sibilancias en Lactantes, EISL). Between 2006 and 2008, participating families answered a standardized validated questionnaire on respiratory symptoms, environmental factors or family issues. An analysis with the chi square test (statistical significance p<0.05) identified the risk factors for wheezing ever and recurrent wheezing, which were assessed using logistic regression. Results: 1065 questionnaires were answered. The prevalence of wheezing ever and recurrent wheezing were 31.2% and 12.3%, respectively. Male gender (p=<0.001), a history of pneumonia (p=<0.001) or nursery attendance (p=<0.001) were some of the risk factors found for wheezing ever. Infant eczema (p=<0.001), nursery attendance (p=<0.001) or prematurity (p=<0.001) were risk factors for recurrent wheezing. No associations with duration of breastfeeding (p=0.116 and p=0.851) or mould stains at home (p=0.153 and p=0.992) were found. Conclusion: The study of prevalence and risk factors for wheezing shows the importance of this public health problem, and allows the development of control and treatment strategies against preventable factors.
Open Access
Influencia de las características urbanísticas ambientales en el nivel de actividad física de la población de 18 a 65 años del área metropolitana de Pamplona
(Ministerio de Sanidad, Consumo y Bienestar Social, 2016) Orzanco Garralda, María Rosario; Guillén Grima, Francisco; Sáinz Suberviola, María Lourdes; Redín Areta, María Dolores; Rosa Eduardo, Rosanna de la; Aguinaga Ontoso, Inés; Ciencias de la Salud; Osasun Zientziak
Fundamentos: Un entorno adecuado puede favorecer la práctica de la actividad física, siendo una opción fácil para la población. El objetivo fue determinar la influencia de la percepción de los factores urbanísticos ambientales en el nivel de actividad física de las personas adultas. Métodos: Estudio transversal basado en el International Physical Activity and the Environment Network. Las personas participantes fueron seleccionadas de forma aleatoria y estratificada de la población de las zonas básicas de salud del Área Metropolitana de Pamplona entre las que tenían edad de 18 a 65 años. Se utilizó un cuestionario autoadministrado que incluyó la versión completa de la escala Neighborhood Environment Walkability Scale para valorar la percepción de los factores urbanísticos ambientales y la versión larga del International Physical Activity Questionnaire para recoger datos de actividad física. Se calculó la chi2 y se realizó un análisis multivariable mediante regresión logística no condicional Resultados: Participaron 905 sujetos (54,70% mujeres). Tener sendas de paseo próximas al domicilio o lugar de trabajo se relacionó con practicar actividad física moderada OR: 3,86 (IC 95% 1,70-8,74)] y actividad física total (suma de actividad física vigorosa, moderada y caminar) OR: 2,61 (IC 95% 1,24-5,45)]. La presencia en el barrio de lugares a los que podían ir caminando se asoció con dedicar más tiempo a caminar [OR: 1,26 (IC 95% 1,01-1,58)] y disponer cerca del domicilio o lugar de trabajo de espacios deportivos se asoció conpracticar más actividad física vigorosa [OR: 1,46 (IC 95% 1,01 - 2,12). Conclusiones: Existe asociación directa entre las personas que se declaran más activas y los factores urbanísticos ambientales, como sendas de paseo o instalaciones deportivas.
Open Access
Alimentación materna y desarrollo de alergias en menores de 6 y 7 años
(Universidad del Norte (Colombia), 2018) Cervantes de la Torre, Karol; Guillén Grima, Francisco; Aguinaga Ontoso, Inés; Mendoza Mendoza, Adel; Iglesias Acosta, Jesús; Ciencias de la Salud; Osasun Zientziak
Objetivo: Determinar la prevalencia de alergias en niños y niñas de 6 y 7 años y su relación con la nutrición materna. Materiales y métodos: Estudio transversal descriptivo de prevalencia de alergias en niños y niñas de 6 y 7 años y su relación con la alimentación de la madre se recolecto la información a través del cuestionario del International Study of Asthma and Allergies in Childhood el cual es empleado para describir el comportamiento epidemiológico de las enfermedades como asma, rinitis y eccema en niños y jóvenes, este fue resuelto por los padres de los menores previa firma y entrega del consentimiento informado, el cuestionario arrojo una confiabilidad del 0,78 en el alfa de cronbach, a las categorías de interés de este estudio se les hizo análisis de proporción, el contraste de hipótesis se realizó mediante diferencia de proporciones con intervalo de confianza en un nivel del 95%, y cálculo de error aceptado. Resultados: Teniendo en cuenta los resultados sobre el consumo de alimentos de la madre en etapa de gestación y la presencia de síntomas de alergia en los menores se concluye que: Valor-P= 0,0 Valor-Zα/2= -34,6241 No se acepta la H0 para un α/2= 0,025, se encontró en el estudio que aunque las madres refirieron haber consumido mayormente alimentos saludables, sus hijos presentaron síntomas de enfermedades alérgicas, asociados a asma, rinitis y eccema. Conclusiones: No existe un consenso sobre si la dieta materna influye positivamente en la disminución de alergias en los neonatos, se sugiere continuar con las recomendaciones de los expertos en lo referente a una nutrición balanceada que culmine en un óptimo estado de salud de la gestante y el feto.
Open Access
Trends, projections, and regional disparities of maternal mortality in Africa (1990-2030): an ARIMA forecasting approach
(MDPI, 2023) Onambele, Luc; Guillén Aguinaga, Sara; Guillén Aguinaga, Laura; Ortega-Leon, Wilfrido; Montejo, Rocío; Alas Brun, Rosa María; Aguinaga Ontoso, Enrique; Aguinaga Ontoso, Inés; Guillén Grima, Francisco; Ciencias de la Salud; Osasun Zientziak
With the United Nations Sustainable Development Goals (SDG) (2015–2030) focused on the reduction in maternal mortality, monitoring and forecasting maternal mortality rates (MMRs) in regions like Africa is crucial for health strategy planning by policymakers, international organizations, and NGOs. We collected maternal mortality rates per 100,000 births from the World Bank database between 1990 and 2015. Joinpoint regression was applied to assess trends, and the autoregressive integrated moving average (ARIMA) model was used on 1990–2015 data to forecast the MMRs for the next 15 years. We also used the Holt method and the machine-learning Prophet Forecasting Model. The study found a decline in MMRs in Africa with an average annual percentage change (APC) of −2.6% (95% CI −2.7; −2.5). North Africa reported the lowest MMR, while East Africa experienced the sharpest decline. The region-specific ARIMA models predict that the maternal mortality rate (MMR) in 2030 will vary across regions, ranging from 161 deaths per 100,000 births in North Africa to 302 deaths per 100,000 births in Central Africa, averaging 182 per 100,000 births for the continent. Despite the observed decreasing trend in maternal mortality rate (MMR), the MMR in Africa remains relatively high. The results indicate that MMR in Africa will continue to decrease by 2030. However, no region of Africa will likely reach the SDG target.
Open Access
The determinants of coexisting anemia and undernutrition among pregnant women in Southern Ethiopia: a multi-level analysis
(MDPI, 2025-06-23) Yoseph, Amanuel; Mussie, Lakew; Belayineh, Mehretu; Aguinaga Ontoso, Inés; Guillén Grima, Francisco; Mutwiri, George Kiremu; Ciencias de la Salud; Osasun Zientziak
Background/Objectives: Anemia and undernutrition are severe public health concerns in Ethiopia. These are the two most common nutritional disorders in pregnant women and frequently coexist. However, to our knowledge, there is little evidence of the coexistence of anemia and undernutrition among pregnant women. Therefore, this study aimed to examine the prevalence of coexisting anemia and undernutrition (CAU) and associated factors among pregnant women. Methods: A community-based cross-sectional study was conducted from 1 to 25 June 2024, on 515 pregnant women in the Hawela Lida district of Sidama, Ethiopia. We utilized a multi-stage sampling method to choose eligible study participants. A pre-tested and structured questionnaire was used to collect data via the online Open Data Kit mobile tool. We controlled the effect of confounders and clustering by using a multi-level mixed-effect modified Poisson regression analysis model. Results: The prevalence of CAU among pregnant women was 25.4% (95% CI: 21.9–28.9). The prevalence of CAU was associated with household food insecurity (adjusted prevalence ratio [APR]: 2.17; 95% CI: 1.43–3.28), training on model family (APR: 0.66; 95% CI: 0.45–0.96), inadequate dietary diversity (APR: 1.51; 95% CI: 1.18–1.95), and having poor knowledge of nutrition (APR: 1.55; 95% CI: 1.06–2.26) at individual levels. Low community-level women’s autonomy (APR: 6.19; 95% CI: 3.42–11.22) and community-level road accessibility (APR: 0.65; 95% CI: 0.43–0.98) were the identified determinants of CAU at the community level. Conclusions: One in four pregnant women had CAU in the study area. Household food insecurity, inadequate dietary diversity, and poor nutrition knowledge were associated with an increased likelihood of CAU, while participation in model family training and improved road accessibility were associated with reduced CAU. We have also indicated that low community-level women’s autonomy significantly increased the risk of CAU. Therefore, inter-sectorial collaboration should be required to comprehensively address CAU’s determinants at different levels. Additionally, any CAU prevention and intervention programs should provide model family training explicitly targeting women with poor nutritional knowledge and low autonomy in healthcare decision-making.