The objective of this research is to develop accurate forecasting models for chlorophyll-α concentrations at various depths in El Mar Menor, Spain. Chlorophyll-α plays a crucial role in assessing eutrophication in this vulnerable ecosystem. To achieve this objective, various deep learning forecasting techniques, including long short-term memory, bidirectional long short-term memory and gated recurrent uni networks, were utilized. The models were designed to forecast the chlorophyll-α levels with a 2-week prediction horizon. To enhance the models’ accuracy, a sliding window method (...) combined with a blocked cross-validation procedure for time series was also applied to these techniques. Two input strategies were also tested in this approach: using only chlorophyll-α time series and incorporating exogenous variables. The proposed approach significantly improved the accuracy of the predictive models, no matter the forecasting technique employed. Results were remarkable, with |$\overline{\sigma}$| values reaching approximately 0.90 for the 0.5-m depth level and 0.80 for deeper levels. The proposed forecasting models and methodologies have great potential for predicting eutrophication episodes and acting as decision-making tools for environmental agencies. Accurate prediction of eutrophication episodes through these models could allow for proactive measures to be implemented, resulting in improved environmental management and the preservation of the ecosystem. (shrink)

The Air Quality Index (AQI) shows the state of air pollution in a unique and more understandable way. This work aims to forecast the AQI in Algeciras (Spain) 8 hours in advance. The AQI is calculated indirectly through the predicted concentrations of five pollutants (O3, NO2, CO, SO2 and PM10) to achieve this goal. Artificial neural networks (ANNs), sequence-to-sequence long short-term memory networks (LSTMs) and a newly proposed method combing a rolling window with the latter (LSTMNA) are employed as the (...) forecasting techniques. Besides, two input approaches are evaluated: using only the data from the own time series of the pollutant in the first case or adding exogenous variables in the second one. Several window sizes are employed (24, 28 and 72 hours) with ANNs and LSTMNAs. Additionally, several feature ranking methods are applied in the exogenous approach to select the most relevant lagged variables to feed the models. Results show how the proposed exogenous approach increases the performance of the prediction models. Besides, the newly proposed method LSTMNA provides the best performances in most of the cases evaluated. Hence, it constitutes an exciting alternative to standard LSTMs and ANNs to predict pollutants concentrations and, consequently, the AQI. (shrink)

Jackendoff's Foundations of Language: Brain, Meaning, Grammar, Evolution attempts to reconnect generative linguistics to the rest of cognitive science. However, by minimally acknowledging decades of work in cognitive linguistics, treating dynamical systems approaches somewhat dismissively, and clinging to certain fundamental dogma while revising others, he clearly risks satisfying no one by almost pleasing everyone.

The public University is an actor capable of energizing local ecosystems to transform the territory, and open innovation is its instrument of connection with the environment. University open innovation was studied through factor analysis by the principal components’ method in Mexico and Colombia. Data were collected in 54 research groups of two public universities. The analysis showed that the first six components explain 82.479% of the variance of the university open innovation model. The coincidences were evidenced in the factors that (...) affect the general process of open innovation in Universities of Mexico and in Colombia. It was concluded that open innovation is a relevant mechanism for linking the University with its environment. (shrink)

Durante las décadas de 1940 y 1950 las empresas petroleras extranjeras que operaban en Venezuela editaron publicaciones institucionales como herramientas clave para el manejo de las relaciones públicas y laborales tanto con sus empleados como con la comunidad. Entre otras secciones, éstas prestaron ..

Psychological flexibility is a key concept of acceptation and commitment therapy. This factor has been linked with psychological wellbeing and associated factors, such as quality of life, in cancer patients. These and other positive results of acceptation and commitment therapy in cancer patients found in previous research could be enhanced by using mhealth tools. A three-arm randomized superiority clinical trial, with a pre-post-follow-up repeated measures intergroup design with a 1:1:1 allocation ratio is proposed. A hundred and twenty cancer patients will (...) be randomly assigned to one of the following interventions: face-to-face ACT + mobile application, face-to-face ACT, and Waitlist control group. The primary expected outcome is to observe significant improvements in psychological flexibility acceptance and action questionnaire- II in the face-to-face ACT + app group, after comparing baseline and post-treatment scores, and the scores will remain stable in the two assessment points, 3 and 6 months after the intervention. Secondary expected outcomes are significant increasing scores in quality of life and post-traumatic-growth, and significant decreasing scores in anxiety and depression, insomnia and fatigue at the same assessment points. Also, it is expected that the scores of this group will be higher than the scores of the face-to-face ACT group and the waitlist control group. This study aims to assess the efficacy of a combined intervention for psychological flexibility and associated symptoms in cancer patients. The results of this protocol may help to consider the use of acceptation and commitment therapy and mhealth applications in cancer settings as a valid therapeutic choice.Clinical Trial Registration[www.ClinicalTrials.gov], identifier [NCT05126823]. (shrink)

We start this Volume 13 with the usual Editorial Note reviewing the main features of Economics and Business Letters. EBL is an online letter-type journal, free both for authors and readers, covering all areas of economics and business and with theoretical and empirical letters.

La práctica profesional es el medio que permite a los estudiantes aplicar los conocimientos aprendidos durante su proceso de formación y fortalecer las competencias del saber, saber hacer y ser/convivir. El articulo sintetiza las características y procesos desarrollados desde el curso práctica profesional en la Corporación Universitaria del Caribe en pandemia. En tanto, el proceso de práctica se adaptó a la contingencia adoptando nuevas modalidades de realización de práctica a nivel institucional (telepráctica, trabajo en casa, práctica asesor/tutor, investigación, emprendimiento y (...) telepsicología) para garantizarle a los estudiantes el espacio pedagógico que permitiera poner en práctica sus conocimientos y competencias disciplinares. (shrink)

Background: Several authors have focused on the aesthetics of nursing care from diverse perspectives; however, there are few studies about the sublime and the beautiful in nursing. Aim: To identify beautiful and sublime moments in the context of the aesthetics of nursing care. Methods: A theoretical reflection has been contemplated about sublime and beautiful values in the context of the aesthetics of nursing care from the cultural history perspective. For that purpose, a revision of this issue has been completed. The (...) terms ‘beautiful’ and ‘sublime’ have been analysed to identify the characteristics of both in the context of nursing care. Ethical consideration: We have followed all ethical requirements regarding the sources, conducting research and authorship. There is no conflict of interest in this paper. Results: With aesthetic knowledge, the nurse expresses the artistic nature of nursing care by appreciating the act of caring for individuals. The sublime is a complex phenomenon, since apparently contrary feelings are interwoven. Nursing care is an art with an anthropological object-subject on which the ‘artist’ applies their prior knowledge and skills. Feelings and emotions that develop during the clinical nursing practice – especially at times sublime and beautiful, aesthetic – constitute experiences which are professionally significant. (shrink)

Background: Several authors have focused on the aesthetics of nursing care from diverse perspectives; however, there are few studies about the sublime and the beautiful in nursing. Aim: To identify beautiful and sublime moments in the context of the aesthetics of nursing care. Methods: A theoretical reflection has been contemplated about sublime and beautiful values in the context of the aesthetics of nursing care from the cultural history perspective. For that purpose, a revision of this issue has been completed. The (...) terms ‘beautiful’ and ‘sublime’ have been analysed to identify the characteristics of both in the context of nursing care. Ethical consideration: We have followed all ethical requirements regarding the sources, conducting research and authorship. There is no conflict of interest in this paper. Results: With aesthetic knowledge, the nurse expresses the artistic nature of nursing care by appreciating the act of caring for individuals. The sublime is a complex phenomenon, since apparently contrary feelings are interwoven. Nursing care is an art with an anthropological object-subject on which the ‘artist’ applies their prior knowledge and skills. Feelings and emotions that develop during the clinical nursing practice – especially at times sublime and beautiful, aesthetic – constitute experiences which are professionally significant. (shrink)

Aim: The presence of noise in urban environments is rarely considered a factor that causes damage to the environment. The primary generating source is transportation means, with vehicles being the ones that affect cities the most. Traffic noise has a particular influence on the quality of life of those who are exposed to it and can cause health alterations ranging from annoyance to cardiovascular diseases. This study aims to describe the relationship between the traffic noise level and the perceived annoyance (...) in the inhabitants of a city on the Northern Border of Mexico. The work carried out in a city represents the vulnerability characteristics: economic, social, and migratory of its sizable portion of the inhabitants. Due to that, it is impossible to identify precisely the number of residents as the number of vehicles in circulation.Methods: The streets and avenues with an annual average daily traffic of more than 1,000 vehicles were considered for the measurement of traffic noise. The equipment used was a vehicle gauge with non-invasive speed radar; type I integrating sound level meters, with their respective gauges and tripods. A questionnaire was applied to people living within 250 m of the streets and avenues in which the noise was measured.Results: The noise measurement found a parameter of LAeq estimated for 12 h during the day, exceeding 70 dBA. The data received from the questionnaire were statistically tested by using Pearson's correlation tests. A total number of 2,350 people were participated, of whom 1,378 were women and 972 were men. The age of participants is ranged from 18 to 75 years. The overall perception of traffic noise annoyance identified that 1,131 participants responded “Yes” as they considered the noise annoying. Participants who responded “No” as well as those who responded “Do not know” resulted in a total of 1,219 people.Conclusion: The results show that the population is desensitized to traffic noise and does not perceive it as an annoyance. The flow of vehicles and the type of vehicles are the significant factors for the propagation and increase in the traffic noise levels. Women present a considerable appreciation of traffic noise perception instead of younger people who demonstrate a higher tolerance to high-level exposure. This reflects the lack of information of the population around the noise problem and its effects. (shrink)

In recent decades, the expansion of economic activity has been accompanied by negative environmental impacts. In response, there have been dramatic changes worldwide in terms of an increased demand for environmentally friendly products and services. To achieve these eco-innovations, firms have sought to acquire knowledge and implement operational flexibility by cooperating with different agents such as universities through a value cocreation system that is also expected to enhance firms’ performance. Using a sample of 250 companies, the present paper examines the (...) role of cooperation with universities in the development of diverse environmental innovations and building operational flexibility and, through this, improving firm performance. Results show that firms that value cooperation with universities develop a wider range of environmental innovations and increase their sales and benefits. (shrink)

En una primera aproximación a la obra de Leibniz, podemos tener la impresión de enfrentarnos a una metafísica que sostiene tesis, las cuales, aparte de su enorme dificultad para ser comprendidas, también parecen entrar en conflicto entre sí. Uno de esos casos, particularmente destacado, es el tema de la libertad. En efecto, un sistema que reivindica radicalmente el principio de razón suficiente parece no poder explicar de manera satisfactoria los conceptos de espontaneidad, elección y libertad que quiere atribuir a las (...) acciones humanas. Este ensayo busca aclarar esos conceptos que son fundamentales para una correcta comprensión de la noción leibniziana de libertad. En dicha noción se encuentran fuertemente interconectados tanto elementos provenientes de su metafísica, como sus hallazgos en física y dinámica. A pesar de que estas tesis sobre dinámica son fundamentales para comprender las afirmaciones del autor acerca del tema de la libertad, son precisamente ellas las que suelen pasarse por alto, haciendo que la propuesta de Leibniz aparente cierta inconsistencia. Por el contrario, cuando comprendemos las nociones leibnizianas de fuerza, espontanei dad y elección—y cómo ellas operan en el resto de su sistema metafísico—, entendemos por qué nuestro autor, a pesar de ser un racionalista coherente, ve necesario sostener la libertad humana. Con ello, se pretende mostrar que tal noción es totalmente consistente con el resto de su sistema y cómo ella tiene un buen grado de plausibilidad. (shrink)

La visión tradicional del pensamiento crítico (PC) fundada en un enfoque racionalista ha sido puesta en duda a partir de fines del siglo pasado por la ‘segunda ola’ del PC, la cual, a pesar de no ser un movimiento del todo definido, ha incluido aspectos como la imaginación, la creatividad y el trabajo cooperativo en su comprensión y en su aplicación a la enseñanza. Paralelamente, perspectivas actuales en psicología moral como el modelo ‘intuicionista social’ propuesto por Jonathan Haidt, representan un (...) desafío al modelo racionalista de la moral que suponen gran parte de las éticas normativas canónicas. Siendo que tanto el PC como el fundamento moral representan factores fundamentales en la enseñanza de ética, se hace explicito que esta última precisa también ser revisada. Es por ello que el presente trabajo analiza una perspectiva del PC alternativa a la tradicional basada en el potencial aporte de la metacognición y del modelo intuicionista social, con el fin de abrir nuevas vías de investigación para la actualización del fundamento moral que se supone en la enseñanza de ética. Para ahondar en ello, se ejemplificará la relevancia y aplicabilidad de la metacognición en la enseñanza de ética con situaciones vinculadas a la actual pandemia por Covid-19. (shrink)

The training of healthcare professionals goes beyond technical skills, requiring the development of humanistic competencies to balance the technical and the human aspects. Bioethics, essential in health programs, addresses juridical-moral conflicts arising from the interaction between social values and science. The inclusion of bioethics in curricula is crucial to prepare healthcare professionals for contemporary ethical dilemmas. This study aims to highlight the perception of bioethical and professional deontology knowledge among Health Degree students, providing a critical foundation to strengthen ethical education (...) and address emerging ethical challenges in their professional practice. A total of 150 students in physiotherapy, nursing, and psychology at the European University of Valencia were evaluated through an Ad-Hoc survey. The scale measured bioethical knowledge with 19 Likert-scale items. Internal consistency was adequate (α = 0.872). Statistical analysis revealed significant differences in bioethical knowledge among the studied degrees (p<0.05). First-year students scored higher on “The end justifies the means” and “I know the principle of beneficence. ” First and third-year students valued equality in patient treatment. In applied ethics, fourth-year students stood out. (shrink)

Un análisis ameno e inteligente sobre los testimonios de los grandes pensadores del progreso: E. Fromm, F. Nietzsche, K. Popper, E. Morin, C.G. Jung, M. Ferguson, A. Finkielkraut, Ortega y Gasset, entre otros.

The objective of this study is to determine the contribution made by knowledge of letters, phonological awareness, phonological memory, and alphanumeric and non-alphanumeric rapid automatized naming at the ages of six and seven to the ability of Spanish children to read words at 7 years of age. A total of 116 Spanish-speaking school children took part in the study, from schools located in an average socio-cultural setting, without special educational needs. The reading ability of these pupils was evaluated at the (...) age of seven, and cognitive variables were assessed at 6 and 7 years of age. Descriptive-exploratory analyses, bivariate analyses, and multivariate regressions were performed. The results show that cognitive variables measured at these ages contribute differently to the ability to read words at 7 years of age. Rapid naming does not seem to influence word reading; knowledge of letters no longer influences word reading as children grow older; and phonological awareness and phonological memory maintain their contribution to the explanation of word reading. These results indicate that reading in Spanish depends on different cognitive variables and that this relationship varies according to age. The findings have key educational implications in terms of teaching reading skills and the prevention of specific learning difficulties in Spanish Primary Education. (shrink)

The majority of antimicrobials that are produced are administered to animals, particularly food animals. While the overall impact of antimicrobial use in animals on antimicrobial resistance in humans and the environment is unclear, it undeniably has a role. Yet, some degree of antimicrobial use in animals is necessary for animal health and welfare purposes. Balancing the benefits and risks of antimicrobial use in animals is challenging because of the complexity of the problem and limitations in available data. However, a range (...) of measures can be implemented to reduce, refine and optimize antimicrobial use in animals, with a goal of minimizing the impact on human and environmental health while maintaining necessary therapeutic use in animals. A pandemic instrument can provide the necessary foundation for the whole-of-society and whole-of government One Health approach that is required to strengthen surveillance, communication, collaboration, and action. (shrink)

_Dialectic and Dialogue_ seeks to define the method and the aims of Plato's dialectic in both the "inconclusive" dialogues and the dialogues that describe and practice a method of hypothesis. Departing from most treatments of Plato, Gonzalez argues that the philosophical knowledge at which dialectic aims is nonpropositional, practical, and reflexive. The result is a reassessment of how Plato understood the nature of philosophy.

The practice of physical activity (PA) contributes to the prevention of chronic diseases such as obesity, metabolic syndrome or cardiovascular diseases, being also directly related to the individual’s physical fitness. Therefore, it is necessary to measure and monitoring the levels of PA in childhood and adolescence, since it may be useful to describe their current health status and the association with physical fitness, as well as to reveal putative consequences in the future. Within the educational field, it has been shown (...) that physical education (PE) classes are a favorable context for the creation of healthy physical-sports habits and self-determined motivation could be a key for explaining the level of PA practice. For this reason, the purpose of this research was to study the mediating role of integrated regulation (IR) on the relationship between PA and physical fitness in children and adolescents. A total of 325 students between 11 and 14 years old participated in the study. The level of PA was estimated through the specific Physical Activity Questionnaire for Children (PAQ-C), while motivation and IR were measured by using the Perceived Locus of Causality scale (PLOC-2). In addition, physical fitness was measured through the Eurofit fitness battery of tests, composed of three body composition measures and seven tests of different physical capacities. The physical fitness score showed no differences when genders were compared. After regression analysis, the resulti... (shrink)

The present study had two main aims: to determine whether deaf children show higher rates of key behaviors of ADHD and of Conduct Disorder—CD— than hearing children, also examining whether the frequency of these behaviors in deaf children varied based on cochlear implant use, type of school and level of receptive vocabulary; and to determine whether any behavioral differences between deaf and hearing children could be explained by deficits in inhibitory control. We measured behaviors associated with ADHD and CD in (...) 34 deaf and hearing children aged 9–10 years old, using the revised Spanish version of the Conners scale. We then assessed inhibitory control ability using a computerized Stroop task and a short version of the Attention Network Test for children. To obtain a measure of the level of receptive vocabulary of the deaf children we used a Spanish version of the Carolina Picture Vocabulary Test for Deaf and hearing-impaired children. Deaf children showed significantly higher rates of behaviors associated with ADHD and CD, and over 85% of cases detected with high risk of ADHD-inattentive type in the entire present sample were deaf children. Further, in the group of deaf children a negative correlation was found between receptive vocabulary and frequency of disruptive, aggressive, or antisocial behaviors associated with CD. However, inhibitory control scores did not differ between deaf and hearing children. Our results suggested that the ADHD-related behaviors seen in deaf children were not associated with a deficit in inhibitory control, at least in the interference suppression subcomponent. An alternative explanation could be that these behaviors are reflecting an adaptive strategy that permits deaf children to access information from their environment which is not available to them via audition. (shrink)

Review of "David Hume: Obras, edición al cuidado de José Luis Tasset. Madrid, Editorial Gredos: 2012. 796 págs. Biblioteca Gredos de Grandes Pensadores. ISBN: 978-84-249-3665-5".