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The apps for drawing are present in our children's life. Nevertheless, little is known about the impact of mobile technology on the freehand drawing educational activity. There are few works which are contextualised within short periods of time, with teachers who are not theirs and, in some cases, outside the children's classroom. In this paper, we are focussed on the use of technology on freehand drawing activity. Thus, we have compared the graphics produced by 4- and 5-year-old children with paper&crayon in comparison with those with tablet-finger. Children made the drawings during a planned free-drawing activity, in their ordinary classrooms, with their teachers and during five sessions. Assessment of drawings has evidenced tablet feasibility for making graphics. Nevertheless, with the passing of time, quality of graphics (tablet-finger vs paper&crayons), are nearly matched, demonstrating the low impact level technology has on this activity. In addition, if drawings are analysed specifically according to ages, results have shown that both groups have to develop adaptation strategies of visual perceptual skills and fine motor skills for the touch screen in order to obtain the same quality in the drawings made on both support types. [ABSTRACT FROM AUTHOR]

The higher education efficiency evaluation model using the data envelopment analysis method has interested many researchers. This paper uses bibliometric analysis on publications extracted from the Scopus database to provide a comprehensive overview of research publications on the measurement of higher education efficiency based on data envelopment analysis: its growth rate, major collaboration networks, the most important and popular research topic. A total of 169 related publications were collected and analyzed from 1988 to 2021. The analysis results show that: Publications published every year have increased sharply in the last six years; The quality of publications is relatively high as publications tend to be published in journals with high-ranking indexes; Countries with the most influence in studies on this topic are: Italy, China, Spain, the USA, and the United Kingdom; Authors with the most influence in this research direction are Agasisti T., Abbott M., Doucouliagos C., Avkiran N.K., and Johnes J.; The research cooperation among countries and among affiliations is not strong. Finally, the paper has provided recommendations for future studies based on the findings.

There is an increasing interest and growing practice in Citizen Science (CS) that goes along with the usage of websites for communication as well as for capturing and processing data and materials. From an educational perspective, it is expected that by integrating information about CS in a formal educational setting, it will inspire teachers to create learning activities. This is an interesting case for using bots to automate the process of data extraction from online CS platforms to better understand its use in educational contexts. Although this information is publicly available, it has to follow GDPR rules. This paper aims to explain (1) how CS communicates and is promoted on websites, (2) how web scraping methods and anonymization techniques have been designed, developed and applied to collect information from online sources and (3) how these data could be used for educational purposes. After the analysis of 72 websites, some of the results obtained show that only 24.8% includes detailed information about the CS project and 48.61% includes information about educational purposes or materials.

Teachers often use analogies to introduce unfamiliar or complex concepts. However, several studies have found that their knowledge on how to use them is limited or superficial. Similarly, the integration of technological resources in the teaching-learning processes is not always carried out efficiently, which evidences the need to improve teachers' digital competence. This paper provides a formative sequence on the use of analogies in teaching through mediation of technological resources, implemented in the context of the initial training of secondary education teachers. The results show a positive assessment by the students, a change in their perceptions on the subject and some progress in their classroom proposal designs. The conclusion is that it is necessary to train future teachers to deal with common teaching problems in a reflective, comprehensive and innovative way, which will undoubtedly be one of the challenges of education in the 21st century.

This paper introduces a learning analytics policy and strategy framework developed by a cross-European research project team -- SHEILA (Supporting Higher Education to Integrate Learning Analytics), based on interviews with 78 senior managers from 51 European higher education institutions across 16 countries. The framework was developed adapting the RAPID Outcome Mapping Approach (ROMA), which is designed to develop effective strategies and evidence-based policy in complex environments. This paper presents four case studies to illustrate the development process of the SHEILA framework and how it can be used iteratively to inform strategic planning and policy processes in real world environments, particularly for large-scale implementation in higher education contexts. To this end, the selected cases were analyzed at two stages, each a year apart, to investigate the progression of adoption approaches that were followed to solve existing challenges, and identify new challenges that could be addressed by following the SHEILA framework.

This paper presents an analysis of how lecturers respond to students with disabilities, the initial question being: do lecturers aid or hinder students? Findings pertain to a broader research project employing a non-usual research methodology in higher education research and students with disabilities: the biographical-narrative methodology. The general aim is to analyse--by listening to the students themselves--barriers and support identified as affecting access, academic performance and overall perception of the higher education (HE) experience. This paper focuses only on the role that lecturers play in the inclusive education of students with disabilities. Unlike other international research, this paper has explored the barriers and support differentiating between five fields of knowledge: Health Sciences, Experimental Sciences, Social Sciences, Engineering and Technology and Humanities. As mentioned above, the present paper focuses specifically on one of the objectives of our research project: making an analysis of lecturer-centred data obtained by means of biographical-narrative methodology, by the first time in this field. [Paper presented at the Inclusive and Supportive Education IV Conference Congresso Internacional da Pró-Inclusão (8th, Lisbon, Portugal, July 26-29, 2016).]

This paper analyses the effect that the fulfilment of the European Higher Education Area (EHEA) has got among engineers in the information and communication technologies (ICT) sector. The focus is on Spain, and the comparison of the technical and managerial knowledge and skills most demanded by the sector in 2008 and 2018, coinciding with the first decade of the EHEA. The study also examines whether the professional skills acquired by university students are consistent with those required in the job market. The following question is answered: Are ICT students adequately trained a decade after the introduction of the EHEA? An empirical study was carried out on the basis of a cross-section of Spanish ICT sector enterprises. The results reveal a gap between employer expectations and the skills acquired by students. Policy and practice performance is also discussed.

In Spain, the number of universities holding "archivos personales" is growing. This article analyses, on a global scale, the management of personal papers in 110 universities selected from across all continents and within diverse archival cultures. The starting point is an examination of terms similar to "archivo personal" in English and French. The main sources used are the database of the Multilingual Archival Terminology project (led by Dr. Luciana Duranti), the official websites of each of the 110 selected universities, their own publications on their "fondos personales" and the results of surveys carried out among responsible for the archives. The analysis of all the data obtained provides, on a comparative basis, answers to questions such as: why do universities keep "fondos personales"? How do they acquire them? How do they describe them? What kind of services are provided to make these records available for research? [ABSTRACT FROM AUTHOR]

Education is the core of the factors that improved people for a better lifestyle and increases the level of society' development. Quality education is one of the most vital goals of Sustainable Development Goals (SDGs) due to actualizing these factors. Using relational network data envelopment analysis (DEA), which have three interrelated substages, this current paper computes the educational economy efficiency of the Organisation for Economic Co-operation and Development (OECD) countries bearing in mind the characteristics related to SDGs. The contribution of our study is the use of a novel approach to computing the educational economy efficiency using relational network DEA with GAMS. Even though some interesting differences reveal in the efficiency of the countries, the findings show that countries with high-efficiency scores are clustered around countries like Latvia, Slovenia, and Korea.

This paper describes the results of a study to compare contemporary e-journal licenses from two research universities in the United States and Spain in terms of e-reserves, interlibrary loan, text and data mining, authors' rights and treatment of copyright exceptions, usage statistics, governing law, data privacy, and obligations entailing security. The data include a higher proportion of scholarly society and academic press publishers than earlier license analyses. This analysis compares license terms over time, across publisher types and between the two libraries, and it compares findings with recommendations from model licenses. The results show progress toward model license goals in some areas, but deficiencies in others including self-archiving, usage statistics clauses, and clauses related to e-resource data privacy and library security and disciplinary obligations. Our findings also raise questions about international ILL and governing venue clauses in library licenses outside the North American context.

The main objective of this paper is to analyse the effect of the affordances of a virtual learning environment and a personal learning environment (PLE) in the configuration of the students' personal networks in a higher education context. The results are discussed in light of the adaptation of the students to the learning network made up by two undergraduate, inter-university and online courses. Besides, we also examine the influence of this effect in the learning process. The findings reflect the effectiveness of a PLE for facilitating student participation and for assisting students in the creation of larger and more balanced personal networks with richer social capital. However, the findings do not provide evidences about a difference in the learning performance between the two environments. From a methodological point of view, this paper serves as an illustration of the analysis of personal networks on digital data collected from technology-enhanced learning environments.

Even though undeniable social changes such as gender discrimination have occurred, the forms of access to public education and employment, as well as the conditions under which these jobs are carried out, are often loaded with sexist biases. Using the biographical-narrative method and a combination of techniques and strategies for gathering and analysing information, the current paper presents an empirical longitudinal study examining the labour situation of rural women who participate in different employment--professional and guidance--training activities. The women's perceptions and interpretations of their training and professional situations were analysed, as well as their opportunities related to finding a job when they completed their education. Additionally, this study examined the extent to which the public services for employment training were adequate and functional for women regarding whether these services achieved their anticipated aims. We concluded gender inequalities on the employment situation of women, and the importance of implementing urgent measures to fight against the employment crisis from an equality way.

As a further step towards maturity, the field of learning analytics (LA) is working on the definition of frameworks that structure the legal and ethical issues that scholars and practitioners must take into account when planning and applying LA solutions to their learning contexts. However, current efforts in this direction tend to be focused on institutional higher education approaches. This paper reflects on the need to extend these ethical frameworks to cover other approaches to LA; more concretely, small-scale classroom-oriented approaches that aim to support teachers in their practice. This reflection is based on three studies where we applied our teacher-led learning analytics approach in higher education and primary school contexts. We describe the ethical issues that emerged in these learning scenarios, and discuss them according to three dimensions: the overall learning analytics approach, the particular solution to learning analytics adopted, and the educational contexts where the analytics are applied. We see this effort as a first step towards the wider objective of providing a more comprehensive and adapted ethical framework to learning analytics that is able to address the needs of different learning analytics approaches and educational contexts.

As the prevalence of service-learning (S-L) within higher education institutions grows across the globe, it makes sense to explore, describe and discuss the recent situation in Spain. As a relatively new pedagogy, S-L has gained prominence in Spanish higher education since its emergence in the early 2000s, and it is increasingly used. This article analyses S-L in higher education in Spain with the purpose of understanding the expression of this promising teaching strategy. The paper is based on documentary analysis of key documents from the last official conference of the S-L that took place in Bilbao (2013). Data was analyzed using thematic analysis and grounded theory, with Atlas.Ti. The process of data analysis was based on a thematic framework of three categories: [1] S-L University Qualifications, [2] S-L Institutionalization status, and [3] S-L Possibilities and Positive effects. This analysis can deepen understanding of the S-L pedagogy, improve practice and create a framework for future research.

This paper provides evidence on the sources of differences in inequality in educational scores and their evolution over time in four European countries. Using Programme for International Student Assessment data from the 2000 and the 2006 waves, the paper shows that inequality decreased in Germany and Spain (two "decentralised" schooling systems), whilst it increased in France and Italy (two "centralised" systems). The decomposition exercise shows that educational inequality not only does reflect the background related inequality, but also schools' characteristics especially. These characteristics are responsible for the observed evolution over time of inequality.

When laws change the rules of the game, it is important to observe the effects on the players' behavior. Some effects can be anticipated while others are difficult to enunciate before the law comes into force. In this paper we have analyzed articles authored by Spanish accounting academics between 1996 and 2005 to assess the impact of a change in the Spanish university regulation. Results indicate a switch from publishing professional papers to academic ones and also to change research methodologies in order to meet the new requirements. This was to be expected due to the explicit mention of the law in favor of academic journals. However, we have also detected a significant decrease in the publication of professional papers. These side-effects could have a negative impact on the transmission of knowledge from university to society putting the relationship between accounting research and professional practice in jeopardy.

The purpose of this study is to analyze how global research cooperation patterns in the secondary battery industry have changed over recent years and to identify the evolution in the focus of research. To this end, network analysis was performed using the nationality information of the authors of a 10-year multinational joint research paper related to lithium-ion batteries. Furthermore, keyword analysis and topic modeling were performed using the abstract data from the study. The results of this study confirm that some countries that are not well-known in the field, such as Australia, Spain, and France, showed high centrality, compared with the level of cooperation scale. Additionally, six research topics were identified. According to a comparison over the first half of the decade, no difference was observed in the appearance of keywords indicating high energy density and conductivity with lithium, a key mineral. Keyword distribution was high for topics like battery charging and discharging in the first half of the decade, and for next-generation battery materials, such as solid electrolytes, lithium metal anodes, and lithium–sulfur batteries in the second. These results provide insights into the establishment of research and development (R&D) cooperation strategies by countries and pre-planning by companies in the battery industry. [ABSTRACT FROM AUTHOR]

The adoption of Information and Communication Technologies in early childhood education is crucial for adapting traditional classrooms to the digital era. Over time, young children are increasingly using touch screen technologies such as tablets at home and in early childhood settings. However, the literature shows that there is a significant gap in knowledge of using this technology in early childhood education. Most researchers have focused on the pedagogical theory behind using touch screen devices, but there have not been many empirical studies about how these technologies affect students' learning processes. This paper presents three learning experiences where early childhood students perform educational activities using tablet computers, interactive whiteboards, and paper cards. The results show that students who used the technology were more motivated and achieved better results that those who used paper cards. Lay Description: What is already known about this topic: The use of ICT in childhood education offers new possibilities for teachers to provide new and more visual digital learning content to their students.Touch technologies seem suitable for young students. Because their motor skills are not fully developed yet, interacting with computers through a mouse and a keyboard is more difficult than doing it through natural gestures.There are many studies in higher education levels that demonstrate that proper use of ICT in education can lead to an increase of the students' motivation and learning. What this paper adds: Three empirical studies in three different childhood education classrooms to shed some light about how ICT can impact positively students learning.A comparison of interactive whiteboards and tablet computers benefits regarding more traditional methodologies in childhood education.Insights about how hardware and software can be combined to provide students a suitable learning environment in childhood education classrooms. Implications for practice and/or policy: Teachers should consider how they will create the workgroups. It is highly advisable to create heterogeneous groups taking into account the students' skills. This way, members of the same group can help each other, creating a richer learning scenario.Several teachers who participated in our studies said that they were not able to use ICT in their classrooms because they did not have enough digital competences. Our studies and the results obtained led them consider integrating technology in their classrooms. The good results obtained by the students who worked with technology changed the teachers' perspective about the use of technology in the classroom.Students showed a great interest in the use of tablet computers and interactive whiteboards, which translated into higher motivation compared with the students who solved the activities on paper. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this case study is to explore the principles and practices of sustainable development (SD) in the university curriculum. Design/methodology/approach: To explore the principles linked with the sustainable development goals (SDGs) and the learning and teaching practices in sustainability at the International University of Catalonia (Universitat Internacional de Catalunya, UIC, in Catalan), an empirical study was carried out by using a mixed methodology for data collection. Indicators related to SDGs found in the University curriculum (quantitative analysis) were measured using Excel, combined with in-depth semi-structured interviews to the deans of different faculties (qualitative study), which were analysed using "Atlas.ti." Findings: Several visions, difficulties and challenges were identified in this mixed-method study around the concept of sustainability, which allowed the authors to describe and portray a specific starting position in relation to the SDGs at the UIC. Research limitations/implications: The presence of dimensions linked to the SDGs in the University curriculum were analysed by means of a quantitative study. However, global competences related to education for sustainable development were not studied. Practical implications: Special emphasis was given to the challenges and opportunities for training future graduates and the whole University community in SD. Originality/value: This paper shows a methodological exploration of the principles related to the SDGs and the learning and teaching practices in sustainability in higher education

Aim: To determine the prevalence and clustering of NANDA‐International nursing diagnoses in patients assisted by pre‐hospital emergency teams. Design: Retrospective descriptive study of electronic record review. Methods: Episodes recorded during 2019, including at least a nursing diagnosis, were recovered from the electronic health records of a Spanish public emergency agency (N = 28,847). Descriptive statistics were used to characterize the sample and determine prevalence. A two‐step cluster analysis was used to group nursing diagnoses. A comparison between clusters in sociodemographic and medical problems was performed. Data were accessed in November 2020. Results: Risk for falls (00155) (27.3%), Anxiety (00146) (23.2%), Acute pain (00132), Fear (00148) and Ineffective breathing pattern (00032) represented 96.1% of all recorded diagnoses. A six‐cluster solution (n = 26.788) was found. Five clusters had a single high‐prevalence diagnosis predominance: Risk for falls (00155) in cluster 1, Anxiety (00146) in cluster 2, Fear (00148) in cluster 3, Acute pain (00132) in cluster 4 and Ineffective breathing pattern (00032) in cluster 6. Cluster 5 had several high prevalence diagnoses which co‐occurred: Risk for unstable blood glucose level (00179), Ineffective coping (00069), Ineffective health management (00078), Impaired comfort (00214) and Impaired verbal communication (00051). Conclusion: Five nursing diagnoses accounted for almost the entire prevalence. The identified clusters showed that pre‐hospital patients present six patterns of nursing diagnoses. Five clusters were predominated by a predominant nursing diagnosis related to patient safety, coping, comfort, and activity/rest, respectively. The sixth cluster grouped several nursing diagnoses applicable to exacerbations of chronic diseases. Implications for the profession and/or patient care: Knowing the prevalence and clustering of nursing diagnoses allows a better understanding of the human responses of patients attended by pre‐hospital emergency teams and increases the evidence of individualized/standardized care plans in the pre‐hospital clinical setting. Impact: What problem did the study address? There are different models of pre‐hospital emergency care services.The use of standardized nursing languages in the pre‐hospital setting is not homogeneous.Studies on NANDA‐I nursing diagnoses in the pre‐hospital context are scarce, and those available are conducted on small samples. What were the main findings? This paper reports the study with the largest sample among the few published on NANDA‐I nursing diagnoses in the pre‐hospital care setting.Five nursing diagnoses represented 96.1% of all recorded. These diagnoses were related to patients' safety/protection and coping/stress tolerance.Patients attended by pre‐hospital care teams are grouped into six clusters based on the nursing diagnoses, and this classification is independent of the medical conditions the patient suffers. Where and on whom will the research have an impact? Knowing the prevalence of nursing diagnoses allows a better understanding of the human responses of patients treated in the pre‐hospital setting, increasing the evidence of individualized and standardized care plans for pre‐hospital care. Reporting method: STROBE checklist has been used as a reporting method. No Patient or Public Contribution: Only patients' records were reviewed without further involvement. [ABSTRACT FROM AUTHOR]

Data mining is known to have a potential for predicting user performance. However, there are few studies that explore its potential for predicting student behavior in a procedural training environment. This paper presents a collective student model, which is built from past student logs. These logs are first grouped into clusters. Then, an extended automaton is created for each cluster based on the sequences of events found in the cluster logs. The main objective of this model is to predict the actions of new students for improving the tutoring feedback provided by an intelligent tutoring system. The proposed model has been validated using student logs collected in a 3D virtual laboratory for teaching biotechnology. As a result of this validation, we concluded that the model can provide reasonably good predictions and can support tutoring feedback that is better adapted to each student type.

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Adequate policies for faculty training in diversity continue to be pending on the agendas of many universities. This paper presents the recommendations of 44 university students with disabilities not only for adequate faculty training, but also on informing them on both matters of the disability itself and how to respond to the needs derived from it. The data analyzed come from research funded by the Spanish Ministry of Economy and Competiveness "University Barriers and Aids Identified by Students with Disabilities", which has been underway since 2011. A biographical-narrative methodology was used. The university life histories of the students were compiled by making use of in-depth interviews, lifelines and photographs. The conclusions of the study discuss the main results along with other previous studies, and recommendations are made so universities can provide training plans leading to inclusive education and learning.

Copyright of Revista Telos is the property of Revista Telos and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Featured Application: This work expands the understanding of science and technology parks (STPs) and can also guide STP decision makers by incorporating data science and artificial intelligence tools, as well as guiding policy makers on how to promote innovation. The role played by science and technology parks (STPs) in technology transfer, industrial innovation, and economic growth is examined in this paper. The accurate monitoring of their evolution and impact is hindered by the lack of uniformity in STP models or goals, and the scarcity of high-quality datasets. This work uses existing terminologies, definitions, and core features of STPs to conduct a multidimensional data analysis that explores and evaluates the 21 core features which describe the key internal factors of an STP. The core features are gathered from a reliable and updatable dataset of Spanish STPs. The methodological framework can be replicated for other STP contexts and is based on descriptive techniques and machine-learning tools. The results of the study provide an overview of the general situation of STPs in Spain, validate the existence and characteristics of three types of STPs, and identify the typical features of STPs. Moreover, the prototype STP can be used as a benchmark so that other STPs can identify the features that need to be improved. Finally, this work makes it possible to carry out classifications of STPs, in addition to prediction and decision making for innovation ecosystems. [ABSTRACT FROM AUTHOR]

Background: Down syndrome (DS) is a neurodevelopmental disorder of genetic origin with a cognitive‐behavioural profile that distinguishes it from other syndromes. Within this profile, language difficulties are particularly marked, having been more studied in childhood than in adulthood. More generally, there is a paucity of research on the prosodic skills of individuals with DS, despite the relevance of this linguistic component for effective communication. Aims: This study aimed to analyse, for the first time, the prosodic profile of Spanish‐speaking teenagers and young adults with DS. We hypothesized that participants with DS would show significantly lower skills for the perception and production of prosodic functions and forms when compared to peers with intellectual disability (ID) of unknown origin. We also hypothesized that teenagers and young adults with DS would have better prosody perception than prosody production. Methods & Procedures: The final sample included in the study comprised 28 Spanish‐speaking teenagers and young adults with DS and 29 teenagers and young adults with other ID matched on chronological age and nonverbal cognition. Their prosodic skills were tested by means of the Profiling Elements of Prosody for Speech and Communication battery. This battery allows for the separate evaluation of the comprehension and expression of the communicative functions of prosody and the discrimination and production of the forms that carry out such functions. Outcomes & Results: In the prosody function tasks, which are the most adaptive tasks for the communicative process, we found, as expected, significantly lower scores on the turn‐end, chunking, and focus tasks in the group with DS. However, no significant between‐group differences were found for the affect tasks. Participants with DS also had significantly lower scores on the prosodic form tasks than participants with other ID. The results of the comparison between prosodic perception and production skills showed that a generalization about a better profile in comprehension versus production is not possible and that there is a dependence on the demands of the prosodic task undertaken. Conclusions & Implications: The findings contribute to the ongoing development of the language profile of teenagers and young adults with DS and imply the need to design prosodic intervention programs based on their specific profile. WHAT THIS PAPER ADDS: What is already known on the subject: Prosody is a fundamental element of language, and its mastery affects the effectiveness of communication. However, research on prosody in Down syndrome (DS) that offers a holistic view from a psycholinguistic approach is still scarce. To date, studies focused on providing a detailed profile of prosodic skills in individuals with DS have been mainly conducted with a few English‐speaking children. These studies have shown that the comprehension and production of prosody is severely impaired, especially when considering affect and focus production, as well as the perception and production of prosodic forms. During childhood, greater efficacy is found in prosody comprehension than in prosody expression. What this study adds: This is the first study analysing the prosodic profile of a large group of Spanish‐speaking teenagers and young adults with DS. Poorer performance in the perception and production of both prosodic functions and forms was observed in participants with DS compared to participants with intellectual disability of unknown origin matched on chronological age and nonverbal cognition. Unlike what has been previously found in children, teenagers and young adults with DS performed at the same level as the control group on the understanding and expression of affect through prosodic cues. Results also showed that a generalization about a better prosody profile in comprehension versus production is not possible. What are the clinical implications of this work?: This study provides new data on the prosodic skills of Spanish‐speaking teenagers and young adults with DS. Given the impact of prosody on effective communication and the pattern of difficulties found in this study, speech and language therapists working with individuals with DS should consider including prosodic skills in interventions not only in childhood but also in adolescence and adulthood. Therefore, the prosodic profile of strengths and weaknesses in individuals with DS found in this research has direct implications for clinical practice. [ABSTRACT FROM AUTHOR]

Background: Many caregivers are insufficiently prepared, and little is known about measures that can be employed to enhance their preparedness. Aim: The aim of this study was to explore the factors associated with caregiver preparedness and establish a predictive model including the relationship between preparedness, burden, resilience and anxiety. Design: A cross‐sectional design was used. Methods: The sample included 172 family caregivers who were selected from one private hospital and daytime nursing centres. Caregivers were recruited from 2018 to 2019; they completed assessments for caregiver preparedness, anxiety, resilience and burden. A multiple linear regression analysis was performed to identify the factors associated with preparedness. Results: Preparedness was significantly associated with high levels of resilience and a low level of burden, while it was not associated with anxiety. Caregivers' gender, experience and cohabitation status were the main predictors. Resilience is an explanatory factor for caregiver preparedness in the predictive model. Conclusion: The demographic variables related to preparedness can be used to guide efforts to meet the needs of vulnerable caregivers. A caregiver's preparedness depends on their level of burden and resilience. Nursing interventions focused on these aspects could make the caregiver's role easier and improve the quality of care provided. Summary statement: What is already known about this topic? Many caregivers are inadequately prepared for this role, and ensuring adequate preparedness is important for family caregivers.Preparedness and factors predictive of this in Spanish family caregivers have not been well‐documented.Resilience, burden and anxiety affect caregivers, but the degree to which they influence caregivers' preparation levels is unknown. What is the contribution of this paper? Specific factors influence the preparedness of family caregivers. Men and caregivers who do not cohabit in the same household with the care‐dependent person may present greater deficits in preparedness. Moreover, poor health and lack of experience in caring can result in inadequate caregiving performance.Readiness, resilience and burden are significantly related, and the best predictor of family caregivers' preparedness is resilience.Resilience leads to greater preparedness in caregivers, and better‐prepared caregivers experience a lighter burden. What are the implications of this paper? Knowing the factors associated with preparedness in advance will allow health‐care professionals to prevent deficits in vulnerable family caregivers.Resilience is a decisive factor which prevents negative consequences such as low preparedness. A resilient coping style can diminish the burden and promote successful adaptation in caregivers. [ABSTRACT FROM AUTHOR]

In this paper, the first virtual reality (VR) photography application that incorporates elements on panoramic images to assess short-term spatial memory is presented. It also allows the interaction with these elements. A study was conducted (N = 50) to compare participants' performance outcomes and subjective experience when using a VR application with and without panoramic photography. The results show that both applications are effective in assessing short-term spatial memory. The results with panoramic photography include: 1) It was effective for short-term recall since, after using the application, the participants were able to verbally recall the objects and place them without significant differences with respect to the objects correctly placed; 2) The performance outcomes were independent of age and gender; 3) The perceived level of presence was directly related to experiencing less cybersickness when using the application; 4) The level of satisfaction was directly related to perceived enjoyment, concentration, usability, competence, calmness, and expertise; 5) The more the familiarity with VR applications, the less the perceived cybersickness. Finally, the application offers two main advantages: 1) The evaluators can customize the environment by adding as many elements as desired to the panoramic photograph; 2) It could be especially suitable for groups with reduced mobility. [ABSTRACT FROM AUTHOR]

Accessible Summary: What is known on the subject?: The role of informal caregiver can have both negative and positive consequences for a person's well‐being. The main theoretical framework for explaining these consequences is the stress process model, which considers contextual variables, stressors and mediating/moderating factors. The latter are psychosocial factors such as coping strategies, personal mastery, social support or beliefs and values which may influence caregiver well‐being. The perception of gains in caregiving has also been proposed as a mediating variable since it may act as a coping strategy. However, few studies have examined values and perceived gains as mediating variables with life satisfaction as the outcome. What the paper adds to existing knowledge?: This study explores the role of character strengths and caregiver gains as mediators between stressors and life satisfaction in informal caregivers of persons with dementia. The results identify hope as a key character strength, its lack being one pathway through which stress may lead to low life satisfaction and low perceived gains from caregiving. What are the implications for practice?: Caregivers who experience a lack of hope may be less able to generate goals and be less motivated to achieve them. Our findings are relevant to gerontological nursing based on the Senses Framework as they confirm the importance of the senses of purpose and achievement. Nursing and care staff can play an active role in helping informal caregivers to meet their goals by promoting these two senses, thereby fostering a more positive caregiving experience. Introduction: Being an informal caregiver can have both negative and positive consequences for well‐being. Within the framework of the stress process model, few studies have examined values and perceived gains of caregiving as mediating variables of life satisfaction. Aim: To explore the role of character strengths and perceived gains as mediators in the association between life satisfaction and primary and secondary stressors in informal caregivers of persons with dementia. Method: Participants were 112 informal caregivers. Hierarchical regression, correlation and mediation analyses were performed. Results: Lower life satisfaction was associated with being female, unmarried, caring for someone with greater cognitive impairment, a higher level of stress, having restricted leisure time and perceiving financial difficulties. Hope mediated the associations between perceived stress and both life satisfaction and perceived gains of caregiving. Discussion: Hope is a key strength and its lack is one pathway through which stress may cause low satisfaction and low perceived gains from caregiving. Implications for practice: Without hope, it is difficult for caregivers to generate goals and be motivated to achieve them. Nursing and care staff should aim to promote a sense of purpose and achievement among informal caregivers so as to foster a more positive caring experience. [ABSTRACT FROM AUTHOR]

Copyright of Papers: Revista de Sociologia is the property of Universitat Autonoma de Barcelona and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Purpose: The purpose of this paper is to understand the profile of use of gerontechnology in Spanish older adults considering their age group (60–70; 71–80 and over 80 years) and to discern whether groups of subjects with similar characteristics can be established to ascertain which factors are behind the profile of frequent gerontechnology use. Design/methodology/approach: A quantitative study is presented to understand the profile of use of gerontechnology in Spanish older adults. The sample comprised 497 participants (aged between 60 and 94 years). Findings: The results show that, even though most participants consider technology to be useful in their daily lives, there is still a lack of knowledge on how to use it, especially among older subjects. This highlights the importance of promoting technological cocreation initiatives such as senior living labs. Research limitations/implications: Other researchers are encouraged to include the voices of older adults using gerontechnology in further studies. Practical implications: If we want to increase the acceptance of technology by older adults, we must first let them take part in the design of the technologies they will use. Social implications: This research provides promising data that should merit attention to contribute to the well-being and quality of life of older adults in a society where currently technology is a key part in every sphere of our daily life. Originality/value: The value of this research lies in the implications of "aging in place" studies today. [ABSTRACT FROM AUTHOR]

Serious games have proven to be a powerful tool in education to engage, motivate, and help students learn. However, the change in student knowledge after playing games is usually measured with traditional (paper) prequestionnaires–postquestionnaires. We propose a combination of game learning analytics and data mining techniques to predict knowledge change based on in‐game student interactions. We have tested this approach in a case study for which we have conducted preexperiments–postexperiments with 227 students playing a previously validated serious game on first aid techniques. We collected student interaction data while students played, using a game learning analytics infrastructure and the standard data format Experience API for Serious Games. After data collection, we developed and tested prediction models to determine whether knowledge, given as posttest results, can be accurately predicted. Additionally, we compared models both with and without pretest information to determine the importance of previous knowledge when predicting postgame knowledge. The high accuracy of the obtained prediction models suggests that serious games can be used not only to teach but also to measure knowledge acquisition after playing. This will simplify serious games application for educational settings and especially in the classroom easing teachers' evaluation tasks. Lay Description: What is currently known about the subject matter Serious games are a powerful tool to engage, motivate, and help students learn.Pre‐post experiments are commonly used to measure knowledge acquisition.Game learning analytics can be applied to interaction data from games. What this paper adds We present a two‐step approach combining game learning analytics and data mining to predict players' performance in serious games based on their interactions.The approach is tested in a case study with pre‐post experiments collecting interaction data with 227 students playing a serious game to determine if performance can be accurately predicted.The comparison of prediction models has helped to determine if pretest information is essential.The highly accurate prediction models obtained suggest that games can be used to teach and measure knowledge acquisition after playing. Implications of study findings for practitioners The approach aims to simplify the measurement of players' learning with serious games.It may be generalized at least to similar scenarios (e.g., games for procedural learning or game‐likesimulations) where similar interaction data are feasible.Game mechanics and educational design should define the interaction data to capture.Using an accepted standard tracking profile is a clear recommendation. [ABSTRACT FROM AUTHOR]

Copyright of Regional Studies is the property of Routledge and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Visual Review is the property of Eagora Science and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

This paper uses highly disaggregated data to analyze the convergence process in product‐level relative productivity across Spanish provinces. Over the period 1988‐2013 there is a 53 per cent reduction in product‐level relative productivity differences across provinces. The speed of convergence in product‐level productivity is faster than in income per capita. Provinces that are geographically close, have strong ties and share similar factor endowments become more similar in product‐level relative productivities. [ABSTRACT FROM AUTHOR]

This paper seeks to contribute to the current debate about public versus private management of urban water supply services. The main purpose of urban water supply is to ensure the provision of a sufficient quantity of good quality water to users. This article examines water quality by using a subjective indicator: user satisfaction with tap water quality. The goal of the paper is to determine whether users perceive a difference in tap water quality supplied by public operators on the one hand, and by private-sector operators on the other. Data is sourced from a survey carried out in 64 Spanish cities. A number of different subjective determinants of water quality have been considered: the socio-economic characteristics of those surveyed, objective indicators of water quality, as well as environmental and economic factors of urban water services. Data analysis, using an ordered logit regression model, shows that when urban water services are in the hands of a private company, the quality of the tap water, as perceived by users, deteriorates. [ABSTRACT FROM AUTHOR]

There is little knowledge about occupants' satisfaction when diverse end users coexist in the same building. This paper presents the results of a survey administered to 1013 occupants in 43 academic buildings in Spain, with the aim to reveal the perception of the indoor environmental quality and workplace ergonomics of both lecturers and students. The results revealed that light adequacy, cleanliness and acoustics in classrooms are perceived differently by lecturers and students. Results also revealed no gender differences in satisfaction with all aspects of comfort in classrooms. However, in offices, air quality, thermal sensation in winter and adequacy of space were perceived differently by male and female. The findings will be of interest for tertiary building maintenance, design teams and ergonomists to enhance comfort in both groups of end users. Practitioner Summary: There are no reported studies on how groups of occupants (regular and temporary) perceive comfort in relevant aspects such as acoustics, lighting, space adequacy, cleanliness, and ergonomics. The survey results with 1013 occupants revealed that regular users tend to be less satisfied than temporary users in rooms where they cohabit. Abbreviations: POE: post-occupancy evaluation; HVAC: heating, ventilation and air conditioning; AQ: air quality; IEQ: indoor environmental quality; TS: thermal sensation [ABSTRACT FROM AUTHOR]

Purpose – The purpose of this paper is to first assess the long-term effects of the adaptation of the American Strengthening Families Programme in Spain (known as the Programa de Competencia Familiar, translated into English as the Family Competence Programme (FCP)). The second aim is to identify family typologies and family changes regarding family competence over time. The paper’s initial hypothesis is that families have different behaviours and take advantage of the FCP in different ways. Design/methodology/approach – Monitored applications of the FCP were conducted using a quasi-experimental design consisting of a control group and pre-test, post-test and two-year follow-up assessments. The sample was made up of 136 families who took part in the programme and another 18 who participated in the control groups. Validated instruments were applied to assess the methodological processes and the family assessments. A cluster analysis was undertaken to identify different family typologies and their evolution in relation to the FCP goals. Findings – The FCP shows effective and consistent results over time for families in a variety of difficult situations, with important result maintenance. The longitudinal analysis (i.e. the two-year follow-up) demonstrates that the majority of changes identified (using the factors under consideration) maintained their relevance for most of the families, producing positive change. Originality/value – There is little long-term evaluation or longitudinal analysis of family prevention programmes that are evidence-based and include cognitive-emotional content. This paper analyses the long-term evaluation of family prevention programmes and identifies the ways in which families change over time. [ABSTRACT FROM AUTHOR]

This paper analyses how management (organisational and marketing) innovations influence non-R&D technological innovators’ performance. Drawing on Community of Innovation Survey data to examine 5878 non-R&D Spanish firms, results indicate that the joint introduction of management innovations with technological innovations improves technological innovative performance thanks to the creation of complex innovation capabilities. Thus, the joint adoption of management and technological innovations in tandem is linked to a premium effect on performance based on complementarities. Non-R&D technological innovators heavily use organisational and marketing activities in order to compensate for their lack of engagement in R&D activities. This is the first paper that brings the management innovation literature into the non-R&D technological innovators debate, using a resource-based view framework. [ABSTRACT FROM AUTHOR]

The density-based spatial clustering of applications with noise (DBSCAN) algorithm is a well-known algorithm for spatial-clustering data point clouds. It can be applied to many applications, such as crack detection, rockfall detection, and glacier movement detection. Traditional DBSCAN requires two predefined parameters. Suitable values of these parameters depend upon the distribution of the input point cloud. Therefore, estimating these parameters is challenging. This paper proposed a new version of DBSCAN that can automatically customize the parameters. The proposed method consists of two processes: initial parameter estimation based on grid analysis and DBSCAN based on the divide-and-conquer (DC-DBSCAN) approach, which repeatedly performs DBSCAN on each cluster separately and recursively. To verify the proposed method, we applied it to a 3D point cloud dataset that was used to analyze rockfall events at the Puiggcercos cliff, Spain. The total number of data points used in this study was 15,567. The experimental results show that the proposed method is better than the traditional DBSCAN in terms of purity and NMI scores. The purity scores of the proposed method and the traditional DBSCAN method were 96.22% and 91.09%, respectively. The NMI scores of the proposed method and the traditional DBSCAN method are 0.78 and 0.49, respectively. Also, it can detect events that traditional DBSCAN cannot detect. [ABSTRACT FROM AUTHOR]

With the digital availability of social data helping reshape ethnographic research and thus broadening the mainstream understanding of ethnography, this research proposes a set of strategies to overcome current limitations in doing ethnography. Based on a two-year online and offline ethnographic project on social media use in later life, insights are provided into how the practices and meanings of ethnography are being reconstructed and negotiated in response to the explosion of digital social data and through team practices. This paper reviews how collaborative and interdisciplinary ethnographic reflection is sustained and extended by digital tools, creating a live source of data that can be analysed within the framework of ethnography. As a contribution to current debates on the ’Social Life of Methods’, it also reviews epistemic issues associated with digital data and team ethnography, such as the role of the ethnographer(s), the field(s) and computational data analysis. The article reaches the conclusion that digital team ethnography is a viable option for undertaking thick and descriptive studies about the use of social media, which in turn favours a collaborative, non-hierarchical and dialogue-driven knowledge production process. [ABSTRACT FROM AUTHOR]

Recommending the identity of bidders in public procurement auctions (tenders) has a significant impact in many areas of public procurement, but it has not yet been studied in depth. A bidders recommender would be a very beneficial tool because a supplier (company) can search appropriate tenders and, vice versa, a public procurement agency can discover automatically unknown companies which are suitable for its tender. This paper develops a pioneering algorithm to recommend potential bidders using a machine learning method, particularly a random forest classifier. The bidders recommender is described theoretically, so it can be implemented or adapted to any particular situation. It has been successfully validated with a case study: an actual Spanish tender dataset (free public information) which has 102,087 tenders from 2014 to 2020 and a company dataset (nonfree public information) which has 1,353,213 Spanish companies. Quantitative, graphical, and statistical descriptions of both datasets are presented. The results of the case study were satisfactory: the winning bidding company is within the recommended companies group, from 24% to 38% of the tenders, according to different test conditions and scenarios. [ABSTRACT FROM AUTHOR]