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The purpose of this paper is to describe a methodology that has been set up to schedule predictive maintenance of distribution transformers at Cauca Department (Colombia) using machine learning.

The proposed methodology relies on classification predictive model that finds the minimal number of distribution transformers prone to failure. To verify this, the model was implemented and tested with real data in Cauca Department Colombia.

The implementation of the methodology allows a saving of 13% in corrective maintenance expenses for the year 2020.

The proposed model is an effective decision-making tool that provides an ideal solution for preventive maintenance scheduling problems for distribution transformers.

To empirically study the determinant factors of adopting work–life balance measures at the firm level.

After reviewing the main theories that explain work–life balance practices, IBEX-35 Spanish companies during 2015–2019 are studied to see whether the firm sector, the presence of female employees, qualified personnel, a company agreement and an equality plan determine these types of practices.

The results indicate a negative relationship between the firm activity sector and adopting work–life balance practices. Industrial companies offer fewer work–life balance measures than service companies. A company agreement implies more extensive adoption of work-life practices. Older companies are characterized by greater adoption of work-life practices, in contrast to their level of profitability that is associated negatively with these practices.

Since it is difficult for industrial companies to change their idiosyncrasies, it is necessary to incorporate other measures that promote work–life balance, such as timetable flexibility. Companies and policymakers should promote the advantages of a company agreement to contribute to the implementation of work–life balance practices.

The empirical evidence is scarce, especially in Spain and at the company level, given that most previous studies have focused on workers and the Anglo-Saxon sphere. Given the growing interest in this topic in the business world, the authors intend to contribute to this scarce literature by incorporating variables considered in previous studies, as well as other more innovative ones (agreement, equality plan) in a single model through a longitudinal study.

Estudiar empíricamente los factores determinantes de la adopción de medidas de conciliación a nivel de empresa.

Tras revisar las teorías que explican la adopción de prácticas de conciliación, se estudia para las empresas españolas del IBEX-35 durante el periodo 2015–2019, si el sector de actividad, la presencia de mujeres y de personal cualificado, así como la existencia de un convenio de empresa y de un plan de igualdad, determinan este tipo de prácticas.

Los resultados sugieren una relación negativa entre el tipo de sector al que pertenece la empresa y el índice de conciliación. Las compañías industriales poseen un menor índice de conciliación que las de servicios. La existencia de un convenio de empresa permite un mayor índice de conciliación. El índice de conciliación tiene mayor nivel de implantación en las empresas con mayor antigüedad si bien un mayor nivel de rentabilidad está asociado de modo negativo con las prácticas de conciliación.

En las empresas industriales es necesaria la incorporación de otras medidas que fomenten la conciliación, como, por ejemplo, la flexibilidad de entrada y salida. Animar a las empresas y policymarkers a incidir en las ventajas de un convenio de empresa puede contribuir al fomento de la implantación de medidas de conciliación.

La evidencia empírica es escasa para el caso español, y a nivel de empresa, dado que la mayoría de estudios previos han analizado al trabajador como objeto de estudio y pertenecen al ámbito anglosajón. Considerando el creciente interés de este tema en el mundo empresarial, se pretende contribuir a esta escasa literatura en España, incorporando tanto variables consideradas en estudios previos como otras más novedosas (convenio, plan de igualdad) a través de un estudio longitudinal.

The purpose of this paper is to review the contributions of what has been established as Latin American thought, as science, technology, and innovation (STI) in Latin America have been strongly related to development.

The analysis method is based on the review of a group of Latin American and Latinoamericanista (Latin Americanist) authors who were selected on the basis of their contributions to the explanation and proposals of public policy related to STI. The following are some of the questions that guide the analysis. How much has STI in Latin American thought contributed to the development theory? Given the fact that there are other dominant mainstreams, can we say that Latin American thought is still relevant?

The main conclusion of this work is that Latin American thought is still applied to current Latin American development discussions. This can be proven by the creation of particular concepts and analytical frameworks such as structural heterogeneity, development styles, authentic and spurious competitiveness, Sabato’s Triangle, the centre-periphery model, and STI policy practices.

This paper gathered contributions and categorised them into three dimensions: state participation (intensity, composition), industrialisation as the impulse for development, and instruments and public policy actions that can be implemented or have already been implemented.

El propósito de este trabajo es el de reflexionar sobre algunas aportaciones provenientes de lo que hemos denominado pensamiento latinoamericano en relación con la innovación, la ciencia, la tecnología y su relación con el desarrollo.

El método de análisis se basa en la revisión de un conjunto de autores latinoamericanos y latinoamericanistas que hemos seleccionado con base en sus aportaciones para la explicación y sus propuestas de política pública en relación con la CTI. Algunas preguntas que guían nuestro análisis son las siguientes: ¿en qué medida el pensamiento latinoamericano en CTI ha contribuido a la teoría del desarrollo? y ¿dada la existencia de otros enfoques que predominan como pensamiento único, podemos hablar de una vigencia del pensamiento latinoamericano?

La principal conclusión de nuestro trabajo es que hay un pensamiento latinoamericano vigente que ha sido y aún es un referente actual para la discusión del desarrollo en la región latinoamericana, como lo muestran la creación de conceptos y esquemas analíticos como los de heterogeneidad estructural, estilos de desarrollo, la competitividad auténtica y espuria, el Triángulo de Sábato, centro-periferia, así como estrategias de política en CTI.

Como parte del marco analítico hemos agrupado al conjunto de aportaciones en tres direcciones: a) la participación del Estado (intensidad, composición); b) la industrialización como impulso al desarrollo y c) los instrumentos y medidas de política pública a implementar o que han sido implementados.

The hostile environments in which museums operate force them to be innovative. Most of them have fewer resources and are publicly owned. Because these factors may hinder their innovative potential, this paper aims to propose an open innovation model adapted to this type of organization to improve visitors’ experience.

A qualitative method based on a thematic analysis is carried out. Data sources are: (i) focus group with stakeholders from the destination and (ii) in-depth interviews with museums experts.

This new framework is important because it brings something new to a field that previous research had barely considered. The study of the implementation of open innovation in publicly owned small and medium-sized museums brings to light the growing importance of the relational, organizational, technological and experiential dimensions, their interactions and their main constituent factors.

The study is limited to a specific type of institution, and results should not be extrapolated to other contexts. The construct of open innovation is highly complex, and that advises future research to include other players. Quantitative methods and longitudinal techniques will contribute to tackling new challenges in future research works.

Results are helpful for museum managers and policymakers. Stakeholders improve their comprehension of how an open innovation model works because the paper offers a few guidelines for its active designing. A solid networking based on trust and the emphasis on improving the visitor experience determine making-decision processes.

The paper provides a systemic innovation management model for museums, where there is almost no previous research. It is theoretically supported in the open innovation paradigm, as well as the absorptive capacity framework. The emerging and central role of the experiential dimension constitutes another notable contribution to literature.

The purpose of this paper is to identify the motives and types of wine consumers that visit Queretaro’s wine region and their relationship with wine tourism.

A survey was carried out on 384 wine tourists in the area. The data obtained from the questionnaires were analyzed using factorial and hierarchical cluster analysis, and differences between groups were identified using non-parametric tests. Additionally, semi-structured interviews were conducted with wine tourism service providers, some of whose comments and data contributed to the overall analysis of the information.

Three factors have been identified as motivating wine tourists to visit vineyards and consume wine: vineyard experience, knowledge and exploration and marketing influence or suggestions. Three groups of wine consumers were also identified, namely, knowledgeable consumers, interested consumers and novice consumers, which were differentiated by the motivations for each type of wine tourism experience they seek, as well as other activities that complement the visit experience. It concludes that as wine consumption in Queretaro and wine tourism in the region increases, so does knowledge of the drink, and this represents an opportunity for Mexico's wine-producing regions.

To expand research in the Querétaro wine region and contribute to the knowledge of wine tourism in Mexico.

The paper makes a unique contribution by focusing on the Mexican wine market, which is still in its infancy. It provides new perspectives and insights in this area of research.

Gives introductory remarks about chapter 1 of this group of 31 papers, from ISEF 1999 Proceedings, in the methodologies for field analysis, in the electromagnetic community. Observes that computer package implementation theory contributes to clarification. Discusses the areas covered by some of the papers ‐ such as artificial intelligence using fuzzy logic. Includes applications such as permanent magnets and looks at eddy current problems. States the finite element method is currently the most popular method used for field computation. Closes by pointing out the amalgam of topics.

This exploratory study aims to identify the main risk reduction strategies when individuals suffer from coeliac disease (CD) or non-coeliac gluten sensitivity (NCGS) travel. Based on Yeung and Yee's (2013; 2019) model, the paper offers a new framework for analysing the main travel risk reduction strategies for people with specific food needs. The empirical work focuses on the perspectives of different stakeholders (CD and NCGS community, restaurant managers/service providers and nutritionists).

A qualitative approach based on thematic analysis is adopted. The results of 32 semi-structured in-depth interviews reveal different stakeholders' perspectives in order to understand the various strategies.

The findings confirm the high level of consensus that the main food risk reducers are: travel information, staff training in safety assurance, legislation and risk prevention protocols. The findings also show significant limitations in the information offered by restaurants, organisations and tourist destinations and the negative repercussions on the tourist experience and the reputation on a particular destination.

The results will help hospitality business managers and destination management organisations develop food risk reduction strategies to solve some of the most important food-related problems when people in this market segment travel.

This work contributes to the literature by providing a new framework on travel risk reduction strategies for people with specific food needs. The novelty of this research is mainly found in the study of risk reduction strategies related to the travel decision-making process for those with CD and NCGS from different perspectives.

The purpose of this paper is, through an exploratory analysis, to identify good practices implemented by international museums in the phygital context and their classification in terms of customer experiences, in order to identify innovative cultural value creation and co-creation practices.

The authors adopt a qualitative approach of multiple case studies. The analysis conducted formed the information base through which to proceed with the classification of phygital customer experiences through the extended reality technologies framework

The analysis conducted on the selected international museums shows that the phygital formula can take on different characteristics depending on the technologies used and the purpose to be achieved and can be a useful tool for the co-creation of cultural value.

The originality of this contribution lies in the comparative analysis proposed among the case studies to intercept best practices in the phygital field, in the classification of phygital experiences through a novel frame of reference and in the identification of prospects for improvement of an emerging phenomenon in the literature on cultural sector management.