Because a large number of molecular mechanisms involved in gene regulation have been described during the last decades, it is now becoming possible to address questions about the global structure of gene regulatory networks, at least in the case of some of the best-characterized organisms.This paper presents a global characterization of the transcriptional regulation in Escherichiacoli on the basis of the current data. The connectivity of the corresponding network was evaluated by analyzing the distribution of the number of genes regulated (...) by a given regulatory protein, and the distribution of the number of regulatory genes regulating a given regulated gene. The mean connectivity found (between 2 and 3) shows a rather loosely interconnected structure. Special emphasis is given to circular sequences of interactions (“circuits”) because of their critical dynamical properties. Only one-element circuits were found, in which negative autoregulation is the dominant architecture. These global properties are discussed in light of several pertinent theoretical approaches, as well as in terms of physiological and evolutionary considerations. BioEssays 20:433–440, 1998. © 1998 John Wiley & Sons Inc. (shrink)

Because a large number of molecular mechanisms involved in gene regulation have been described during the last decades, it is now becoming possible to address questions about the global structure of gene regulatory networks, at least in the case of some of the best-characterized organisms.This paper presents a global characterization of the transcriptional regulation in Escherichiacoli on the basis of the current data. The connectivity of the corresponding network was evaluated by analyzing the distribution of the number of genes regulated (...) by a given regulatory protein, and the distribution of the number of regulatory genes regulating a given regulated gene. The mean connectivity found (between 2 and 3) shows a rather loosely interconnected structure. Special emphasis is given to circular sequences of interactions (“circuits”) because of their critical dynamical properties. Only one-element circuits were found, in which negative autoregulation is the dominant architecture. These global properties are discussed in light of several pertinent theoretical approaches, as well as in terms of physiological and evolutionary considerations. BioEssays 20:433–440, 1998. © 1998 John Wiley & Sons Inc. (shrink)

Because a large number of molecular mechanisms involved in gene regulation have been described during the last decades, it is now becoming possible to address questions about the global structure of gene regulatory networks, at least in the case of some of the best-characterized organisms.This paper presents a global characterization of the transcriptional regulation in Escherichiacoli on the basis of the current data. The connectivity of the corresponding network was evaluated by analyzing the distribution of the number of genes regulated (...) by a given regulatory protein, and the distribution of the number of regulatory genes regulating a given regulated gene. The mean connectivity found (between 2 and 3) shows a rather loosely interconnected structure. Special emphasis is given to circular sequences of interactions (“circuits”) because of their critical dynamical properties. Only one-element circuits were found, in which negative autoregulation is the dominant architecture. These global properties are discussed in light of several pertinent theoretical approaches, as well as in terms of physiological and evolutionary considerations. BioEssays 20:433–440, 1998. © 1998 John Wiley & Sons Inc. (shrink)

Activists have challenged the reach of the carceral state into higher education. Whether calling out the exclusion of currently and formerly incarcerated people from higher education or the ways campus police perpetuate the racial and economic biases that plague the US criminal legal system, these voices offer insights that higher education leaders should take seriously. Yet, these challenges are often met with appeals to safety, which purport to override concerns about the harms produced by extension of the criminal legal system (...) into educational contexts. Campus safety debates offer an opportunity to examine the role of wilful ignorance in the perpetuation of systemic injustices on college and university campuses, highlighting tensions between the testimony of those challenging these systems and practices and prevailing narratives around safety. In analysing the operation of wilful ignorance in this context, we will focus on campus policing as a manifestation of carcerality in higher education. We argue that the perpetuation of policing in higher education in the USA reflects wilful White ignorance that represents both an epistemic and moral failing on the part of higher education leaders. (shrink)

The construct of the self is important in the domain of memory research. Recent work has shown that person memory is influenced by similarity of social targets to the self. The current experiments investigate self-similarity as defined by traits and political ideology to better understand how memory for social targets is organised. Across three experiments, participants formed positive or negative impressions based on each target’s picture, a trait-implying behavior (Experiments 1 & 2), and/or political ideology (conservative/liberal label in Experiment 2; (...) political-ideological belief statements in Experiment 3) followed by a memory test. Results showed a self-similarity effect dependent on valence in Experiment 1, but not in Experiments 2 or 3 when participants processed ideological information associated with targets. These results suggest that self-similarity has an effect on memory for social targets, but that ideological information disrupts self-focused processing of others, suggesting that ideological information also has a powerful influence on what people remember about others (i.e. social targets). (shrink)

Empirically minded researchers (e.g., experimental philosophers) have begun exploring the “folk” notion of intentional action, often with surprising results. In this paper, we extend these lines of research and present new evidence from a radically new paradigm in experimental philosophy. Our results suggest that in some circumstances people make strikingly different judgments about intentions and intentionality as a function of whether the person brings about or observes an event. Implications for traditional action theory and the experimental study of folk intuitions (...) are discussed. (shrink)

La pandemia de Covid-19 cambió la forma de manejar los laboratorios de ingeniería. Para el último trimestre del año 2020, se estableció como un objetivo académico el desarrollo de prácticas del Laboratorio de Procesos virtuales involucrando a estudiantes de pregrado de Ingeniería Química de la Universidad Metropolitana, utilizando la plataforma de programación y cálculo numérico Matlab aplicando la metodología de estudio Aprendizaje Basado en Proyectos. La respuesta de los estudiantes indicó que la experiencia adquirida les genera confianza en su uso, (...) mejor comprensión de las ventajas y desventajas involucradas y a futuro un beneficio competitivo en la industria. (shrink)

This book present research in ethics with topics including a step-by-step guide to students; wellbeing and disadvantage; ethical disposition of accounting and business management students; collegiality of journals and self-citation on annual bibliometric scorings; trends of tainted publications and their authors' publication profiles; from bioethics to biopolitics and the limits of liberalism.

ISSN:1909-9711 (En línea) Misión La Revista Acta Colombiana de Psicología publica hallazgos originales de las investigaciones en Psicología y de esta disciplina en diálogo con otras, con el propósito de divulgarlas a la comunidad universitaria y a todas las personas interesadas en conocer sus nuevos avances y aplicaciones a distintos campos y necesidades de la sociedad contemporánea.

Background: Medical confidentiality underpins the doctor–patient relationship and ensures privacy so that intimate information can be exchanged to improve, preserve, and protect the health of the patient. The right to information applies to the patient alone, and, only if expressly desired, can it be extended to family members. However, it must be remembered that one of the primary tenets of family medicine is precisely that patient care occurs ideally within the context of the family. There may be, then, certain occasions (...) when difficulties will arise as to the extent of the information provided to family members.Objectives: This study aimed to describe family doctors’ attitudes to confidentiality and providing patient information to relatives as well as their justifications for sharing information.Method: A descriptive postal questionnaire was self-administered by family doctors.Results: Of 227 doctors, 95.1% provided information to a patient’s family and over a third disclosed information to others without prior patient consent.Conclusions: The findings reveal that family doctors should pay more attention to their patients’ rights to information, privacy, and confidentiality, and reflect very carefully on the fine balance between this and the occasional need for the support and collaboration of family members in delivery of care. Emphasis should be placed on ethics and legal problems during undergraduate education and in-service training of doctors. (shrink)

Background: Sharing information with relatives of elderly patients in primary care and in hospital has to fit into the complex set of obligations, justifications and pressures concerning the provision of information, and the results of some studies point to the need for further empirical studies exploring issues of patient autonomy, privacy and informed consent in the day-to-day care of older people.Objectives: To know the frequency with which “capable” patients over 65 years of age receive information when admitted to hospital, the (...) information offered to the families concerned, the person who gives consent for medical intervention, and the degree of satisfaction with the information received and the healthcare provided.Method: A descriptive questionnaire given to 200 patients and 200 relatives during the patients’ stay in hospital.Results: Only 5% of patients confirmed that they had been asked whether information could be given to their relatives. A significantly higher proportion of relatives received information on the successive stages of the care offered than did patients themselves. As the age of the patients increased, so the number who were given information, understood the information and were asked for their consent for complementary tests decreased. The degree of satisfaction with the information offered was high for both patients and relatives , despite the irregularities observed.Conclusions: The capacity of elderly patients to participate in the decision-making process is frequently doubted simply because they have reached a certain age and it is thought that relatives should act as their representatives. In Spain, the opinion of the family and doctors appears to play a larger role in making decisions than does the concept of patient autonomy. (shrink)

In Spain, any person under the age of 18 is a minor. Generally, minors lack the legal capacity to take legally binding actions because they are deemed incapable of legally binding consent. Spanish civil law recognises, however, that the child, in accordance with the law and being sufficiently mature, may act for himself. It stands, then, that consent, as expressed by the “sufficiently mature” minor, should be legally valid.

Traveling-wave solutions of the standard and compound form of Korteweg–de Vries–Burgers equations are found using factorizations of the corresponding reduced ordinary differential equations. The procedure leads to solutions of Bernoulli equations of non-linearity 3/2 and 2 (Riccati), respectively. Introducing the initial conditions through an imaginary phase in the traveling coordinate, we obtain all the solutions previously reported, some of them being corrected here, and showing, at the same time, the presence of interesting details of these solitary waves that have been (...) overlooked before this investigation. (shrink)

Tsirelson’s problem deals with how to model separate measurements in quantum mechanics. In addition to its theoretical importance, the resolution of Tsirelson’s problem could have great consequences for device independent quantum key distribution and certified randomness. Unfortunately, understanding present literature on the subject requires a heavy mathematical background. In this paper, we introduce quansality, a new theoretical concept that allows to reinterpret Tsirelson’s problem from a foundational point of view. Using quansality as a guide, we recover all known results on (...) Tsirelson’s problem in a clear and intuitive way. (shrink)

This research evaluates the improvements that the use of Active Teaching and Learning Methodologies entails regarding the acquisition of professional skills of future graduates of the Masters dealing with intervention in Architectural Heritage, including product and resource improvements. The objectives address students’ training, oriented toward professional activity, determining the effectiveness of innovation. The real problems were exposed to be faced at a professional level and were solved through different parts, which were developed in different phases. The results obtained allowed us (...) to conclude that teaching and performing practical tasks related to professional competencies are verified as an advance in the subject. (shrink)

Background: By providing healthcare to adolescents, a major opportunity is created to help them cope with the challenges in their lives, develop healthy behaviour and become responsible healthcare consumers. Confidentiality is a major issue in adolescent healthcare, and its perceived absence may be the main barrier to an adolescent seeking medical care. Little is known, however, about confidentiality for adolescents in primary care practices in Spain.Objective: To ascertain the attitudes of Spanish family doctors towards the right of adolescents to confidentiality (...) in different healthcare situations and in the prescription of treatment.Method: A descriptive postal questionnaire was self-administered by family doctors.Results: Parents of patients under 18 years are always informed by 18.5% of family doctors, whereas parents of those under 16 years are informed by 38.8% of doctors. The patients are warned of this likelihood by 79.3% of doctors. The proportion of doctors supporting confidentiality for adolescents increases with the age and maturity of the patients, whereas workload and previous training has a negative effect.Conclusions: Spanish laws on adolescent healthcare are not reflected by the paternalistic attitude that Spanish primary care doctors have towards their adolescent patients. Doctors need to be provided with up-to-date and clinically relevant explanations on contemporary legal positions. In primary care, more attention should be paid to adolescents’ rights to information, privacy and confidentiality. Doctors should be more aware of the need to encourage communication between teenagers and their parents, while also safeguarding their patients’ rights to confidential care. (shrink)

Background: Doctor–patient sexual relationship is considered to be unfair because the first party would be abusing the second party’s vulnerability. The prohibition of this relationship is noted in the Hippocratic oath. Currently, a reprise of the use of oaths in medical schools can be observed.Aim: To determine whether the prohibition has been maintained and how its expression has varied in the oaths during different periods.Methods: 50 oaths were studied: 13 ancient–medieval and 37 modern–contemporary. Of the 50 texts, 19 were versions (...) of the original oaths. The oaths that pointed out the prohibited doctor–patient relationship referred to any sexual aspect or included paragraphs that began as the Hippocratic oath does were noted.Results: Of the 24 texts that expressed the prohibition, 8 were ancient–medieval and 16 were modern–contemporary. Some expressly call it Hippocratic oath, many use general terminology and others describe it in association with other commitments .Conclusions: The clause on the prohibition of the doctor–patient sexual relationship in Hippocratic oath was included to be for legal, economic and social reasons at the time. That the clause is found mostly in the ancient–medieval oaths can be attributed to the influence of the original. This commitment is generalised and associated with others by contemporary formulas. Currently, sexual relationships are the subject of legal and ethical analysis and their inclusion in the oaths is being debated. (shrink)

En relación con los derechos humanos de las mujeres y con la finalidad de poder alcanzar sociedades más justas, pacíficas e inclusivas, el acceso a la justicia, la igualdad y la paz, se presentan como metas importantes en la Agenda 2030 sobre Objetivos de Desarrollo Sostenible (ODS) de Naciones Unidas. Para la consecución de estos objetivos y para evitar la discriminación que todavía su­fren las mujeres en el disfrute de sus derechos en los conflictos armados con la utilización de los (...) métodos tradicionales de justicia, la mediación se presenta como método idóneo en el que ellas pueden mostrar sus saberes y habilidades y construir, junto con los hombres, una convivencia más armónica y en paz. (shrink)

BackgroundRespect for confidentiality is important to safeguard the well-being of patients and ensure the confidence of society in the doctor-patient relationship. The aim of our study is to examine real situations in which there has been a breach of confidentiality, by means of direct observation in clinical practice.MethodsBy means of direct observation, our study examines real situations in which there has been a breach of confidentiality in a tertiary hospital. To observe and collect data on these situations, we recruited students (...) enrolled in the Medical Degree Program at the University of Cordoba. The observers recorded their entries on standardized templates during clinical internships in different departments: Internal Medicine; Gynecology and Obstetrics; Pediatrics; Emergency Medicine; General and Digestive Surgery; Maxillofacial Surgery; Plastic Surgery; Orthopedics and Traumatology; Digestive; Dermatology; Rheumatology; Mental Health; Nephrology; Pneumology; Neurology; and Ophthalmology.ResultsFollowing 7138 days and 33157 h of observation, we found an estimated Frequency Index of one breach per 62.5 h. As regards the typology of the observed breaches, the most frequent were related to the consultation and/or disclosure of clinical and/or personal data to medical personnel not involved in the patient’s clinical care, as well as people external to the hospital. As regards their severity, severe breaches were the most frequent, accounting for 46.7 % of all incidents. Most of the reported incidents were observed in public areas, such as corridors, elevators, the cafeteria, stairs, and locker rooms.ConclusionsIn addition to aspects related to hospital organization or infrastructure, we have shown that all healthcare personnel are involved in confidentiality breaches, especially physicians. While most are committed unintentionally, a non-negligible number are severe, repeated breaches, thus suggesting a certain carelessness, perhaps through ignorance about certain behaviors that can jeopardize patient confidentiality. (shrink)

This article captures and critiques a recurring and prominent political argument against animal welfare improvements in Switzerland which we term the “ranking argument”. This states that Swiss animal welfare law ranks among the strictest in the world, therefore no improvements are called for. This argument was advanced three times by Swiss government authorities in 2022 alone, but also in a case dating back to 1984, to advise the electorate on popular initiatives aiming at animal welfare improvements. We argue that, while (...) the argument commits a fallacy of relative privation and is ethically dubious, it can be deployed to great effect by agents opposed to norm change in animal welfare regulation. We conclude with some thoughts on how the ranking argument can and should be challenged in public discourse. (shrink)

This work begins by proposing the need for exploring the mode of being of mental disorders. It is a philosophical study in an Aristotelian perspective, with special emphasis on the anthropological–cultural dimension. It is difficult for such an inquiry to be carried out from within psychiatry or clinical psychology, committed as these fields are to their own logic and practical conditions. The issues are, in any case, more ontological than strictly clinical in nature. We therefore turn to Aristotle, and specifically (...) his doctrine of the four “causes,” to flesh out the social and cultural dimensions of mental disorders. In accordance with the present analysis, the material cause of disorders would be found in the contingencies of life; the formal cause would pertain primarily to the way clinical conditions themselves can serve as models of ‘being ill’ in our society; the efficient cause would correspond to the patients themselves, understood as active (albeit less than fully conscious) agents as well as to the pharmaceutical industry and the mass media; the final cause would be found in different adaptive functions served by the disorder. We conclude that the “mode of being” of most (if not all) mental disorders—in particular, their status as mental disorders—can often have more to do with cultural forms than with biological factors. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Defending a Phenomenological–Behavioral Perspective: Culture, Behavior, and ExperienceMarino Pérez-Álvarez (bio), José M. García-Montes (bio), Adolfo J. Cangas (bio), and Louis A. Sass (bio)KeywordsBehavior, contextual phenomenology, culture, experienceWe should like to express our sincere thanks to all the authors for their commentaries on our articles. Given the restrictions of space (a limitation they too had to contend with), we can only respond to a few aspects of their interesting (...) remarks. We shall reply of course on the basis of our own approach—an approach that sets out to integrate culture, behavior, and experience, and that might be termed contextual phenomenology, phenomenological behaviorism, or perhaps most accurately (albeit more awkwardly), the phenomenological–behavioral perspective.In her commentary, Ibáñez-Guerra (2008), referring to the target articles “Phenomenology and behaviorism” (Pérez-Álvarez, Sass, and Cangas 2008) and “The role of superstition in psychopathology” (García-Montes et al. 2008), wonders whether our maintaining of the spirit of Skinner, as well as our recourse to phenomenology, might not themselves represent forms of superstitious behavior. She points out that it is not always a good idea to put new wine in old barrels. For her, the new wine and new barrels would be represented by social constructivism, of which she is reminded by some aspects of our work. But in making her own case, Ibáñez-Guerra (2008) reveals certain common prejudices concerning behaviorism, prejudices that have apparently persisted even after reading our article. Thus, for example, she does not see operant behavior as incorporating intentionality (what, in the target article, is presented in terms of final causality), because she assumes that intentionality would necessarily imply a mentalist and dualist notion involving a supposed internal mental entity that causes behavior. Skinner (1974) himself noted and rejected this very assumption in a passage that clearly distinguishes his own approach from what he calls a “stimulus-response formula”: “Possibly no charge,” he wrote,is more often leveled against behaviorism or a science of behavior than that it cannot deal with purpose or intention. A stimulus-response formula has no answer, but operant behavior is the very field of purpose and [End Page 281] intention. By its nature it is directed toward the future: a person acts in order that something will happen, and the order is temporal.(pp. 55–6)The place Skinner gives to intentionality and purpose is elaborated in our target article.Furthermore, Ibáñez-Guerra (2008) assumes that, on methodological grounds, Skinner rejects all that is not observable, or at least that cannot be operationalized. This, however, is simply incorrect, at least as regards Skinner’s radical behaviorism. As the reader may recall, radical (as opposed to methodological) behaviorism is neither operationalist nor does it reject private or subjective events because of their unobservability. Indeed, Skinner specifically acknowledges that such events are in fact observable—at least for one person: the subject him- or herself. The question for Skinner is to understand how the part of the world that is only observable and experiential for oneself is constructed or formed. In the end, it turns out that radical behaviorism is more radical, in the Aristotelian ontological sense (see Pérez-Alvarez, Sass, and García-Montes 2008), than post-modern constructionism. Indeed, as we remarked, radical behaviorism can still surprise us today. Similarly, phenomenology is starting to be missed in the clinical context (Andreasen 2007). We believe that radical behaviorism and phenomenology, mutually readjusted, are in fact excellent wines for the times we live in—if only we knew how to appreciate them.In their commentary on “Phenomenology and behaviorism: A mutual readjustment,” Fletcher and Hayes (2008) argue that the philosophy and theory of Acceptance and Commitment Therapy (ACT)/Relational Frame Theory (RFT) already contain the salutary aspects of phenomenology that we highlight in our target article. Their insistence on reducing the affinities we find between phenomenology and behaviorism to ACT/RFT consists, in our view, in a scientific–technical argument that is more scientistic than strictly philosophical in nature. Their insistence on the scientific–technical argument itself implies an unclarified philosophical assumption. On what grounds do experimental data constitute the last word? Has... (shrink)

Symposium on Christopher Bennet's The Apology Ritual. A Philosophical Theory of Punishment [Cambridge University Press, 2008].

Lower extremity non-contact soft tissue injuries are prevalent in elite futsal. The purpose of this study was to develop robust screening models based on pre-season measures obtained from questionnaires and field-based tests to prospectively predict LE-ST injuries after having applied a range of supervised Machine Learning techniques. One hundred and thirty-nine elite futsal players underwent a pre-season screening evaluation that included individual characteristics; measures related to sleep quality, athlete burnout, psychological characteristics related to sport performance and self-reported perception of chronic (...) ankle instability. A number of neuromuscular performance measures obtained through three field-based tests [isometric hip strength, dynamic postural control and lower extremity joints range of motion ] were also recorded. Injury incidence was monitored over one competitive season. There were 25 LE-ST injuries. Only those groups of measures from two of the field-based tests, as independent data sets, were able to build robust models [area under the receiver operating characteristic curve score ≥0.7] to identify elite futsal players at risk of sustaining a LE-ST injury. Unlike the measures obtained from the five questionnaires selected, the neuromuscular performance measures did build robust prediction models. The inclusion in the same data set of the measures recorded from all the questionnaires and field-based tests did not result in models with significantly higher performance scores. The model generated by the UnderBagging technique with a cost-sensitive SMO as the base classifier and using only four ROM measures reported the best prediction performance scores. The models developed might help coaches, physical trainers and medical practitioners in the decision-making process for injury prevention in futsal. (shrink)

BackgroundMonitoring recovery–stress balance in sport is becoming more relevant to prevent training maladaptation and reach the optimal performance for each athlete. The use of questionnaires that identify the athlete’s recovery–stress state have much acceptance in sports due to reliability and useful, furthermore for its low cost. Identifying possible differences between sport modalities and sex is important to determine specific needs and possible intervention ways to keep a recovery–stress balance. The aim was to analyze the differences in the recovery–stress state and (...) mood states by sex and sport type during the competitive phase in young Mexican athletes. As a secondary objective, the psychometric properties of the Mexican version of the Recovery–Stress Questionnaire for Athletes were analyzed.MethodsA cross-sectional study was carried on with 461 athletes, 17.95 years old, from six sports disciplines. The RESTQ-Sport and Profile of Mood States were applied in a single moment. Differences by sex and sports modality were analyzed. RESTQ-Sport’s confirmatory factor analysis was performed after the stress and recovery theoretical structure of two stress and two recovery dimensions, and last, the concurrent validation with the POMS was carried on.ResultsSignificant differences by sex were found in the General Recovery and Sport Stress dimensions of the RESTQ-Sport as well as Vigor factor of the POMS, being higher for men; furthermore, both the Sport Recovery dimension of RESTQ-Sport and Cholera and the Fatigue and Depression factors from POMS also had differences by sport type, showing a less recovery and high stress for individual sport athletes. Goodness-of-fit indexes of the model for the RESTQ-Sport were acceptable. Pearson’s correlation between questionnaires was moderate.ConclusionThe recovery–stress state shows differences in the function of sex and sport modality. More special attention is suggested for women and individual sport athletes. The higher punctuation for men compared with women in sport stress dimension did not negatively affect the recovery–stress balance for male athletes. Finally, the Mexican context adaptation of the RESTQ-Sport provides a psychometric instrument suitable to assess the recovery–stress balance in Mexican athletes. (shrink)

Families play an essential role in deceased organ procurement. As the person cannot directly communicate his or her wishes regarding donation, the family is often the only source of information regarding consent or refusal. We provide a systematic description and analysis of the different roles the family can play, and actions the family can take, in the organ procurement process across different jurisdictions and consent systems. First, families can inform or update healthcare professionals about a person’s donation wishes. Second, families (...) can authorize organ procurement in the absence of deceased’s preferences and the default is not to remove organs, and oppose donation where there is no evidence of preference but the default is to presume consent; in both cases, the decision could be based on their own wishes or what they think the deceased would have wanted. Finally, families can overrule the known wishes of the deceased, which can mean preventing donation, or permitting donation when the deceased refused it. We propose a schema of 4 levels on which to map these possible family roles: no role, witness, surrogate, and full decisional authority. We conclude by mapping different jurisdictions onto this schema to provide a more comprehensive understanding of the consent system for organ donation and some important nuances about the role of families. This classificatory model aims to account for the majority of the world’s consent systems. It provides conceptual and methodological guidance that can be useful to researchers, professionals, and policymakers involved in organ procurement. (shrink)

This article introduces some soft computing methods generally used for data analysis and flow pattern detection in fluid dynamics. These techniques decompose the original flow field as an expansion of modes, which can be either orthogonal in time, or in space or in time and space, or they can simply be selected using some sophisticated statistical techniques. The performance of these methods is tested in the turbulent wake of a wall-mounted square cylinder. This highly complex flow is suitable to show (...) the ability of the aforementioned methods to reduce the degrees of freedom of the original data by only retaining the large scales in the flow. The main result is a reduced-order model of the original flow case, based on a low number of modes. A deep discussion is carried out about how to choose the most computationally efficient method to obtain suitable reduced-order models of the flow. The techniques introduced in this article are data-driven methods that could be applied to model any type of non-linear dynamical system, including numerical and experimental databases. (shrink)