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Search Results (343)

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Keywords = sustainable teaching strategies

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22 pages, 1250 KiB  
Review
Integrating Sustainability in Engineering: A Global Review
by Faisal Alhassani, Muhammad Rakeh Saleem and John Messner
Sustainability 2025, 17(15), 6930; https://doi.org/10.3390/su17156930 - 30 Jul 2025
Viewed by 244
Abstract
Sustainability has emerged as a prominent concern globally, extending its influence into various domains, including education. It is recognized as of utmost importance to address global environmental challenges. However, there is a critical gap in the perception of innovative teaching strategies, i.e., interdisciplinary [...] Read more.
Sustainability has emerged as a prominent concern globally, extending its influence into various domains, including education. It is recognized as of utmost importance to address global environmental challenges. However, there is a critical gap in the perception of innovative teaching strategies, i.e., interdisciplinary collaboration, experiential learning, and targeted approaches, to improve sustainability literacy and its applications. This review analyzes existing environmental and sustainability education frameworks and approaches to determine desired learning outcomes and challenges associated with sustainability education. Also, it explores and identifies concepts, theories, and assumptions found within the literature review, promoting sustainability integration within engineering education. The review was conducted to facilitate the development and improvement of sustainability education within the Architectural Engineering discipline, a field known for emphasizing educational innovation and technical excellence. By synthesizing existing ideas related to sustainability and sustainable development, this work aims to guide curriculum designers and educators in fostering sustainability competencies among engineering students within the built environment. Full article
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30 pages, 2493 KiB  
Article
The Impact of Teaching Multiple Responses on Resurgence of Target Behavior and Persistence of Alternative Responding
by Brittany H. Loder-Lafferty, Amanda N. Zangrillo, Alexandra M. Cicero, Cynthia P. Livingston, Jessica P. Tran and Mark Connelly
Behav. Sci. 2025, 15(8), 1014; https://doi.org/10.3390/bs15081014 - 25 Jul 2025
Viewed by 354
Abstract
This study evaluated the effects of teaching multiple alternative responses on the resurgence of a target response and the persistence of an alternative response in an applied setting. Using a between-participants design, we examined how teaching multiple alternative responses impacted resurgence and persistence [...] Read more.
This study evaluated the effects of teaching multiple alternative responses on the resurgence of a target response and the persistence of an alternative response in an applied setting. Using a between-participants design, we examined how teaching multiple alternative responses impacted resurgence and persistence upon exposure to extinction. Additionally, we investigated the role of preference in response allocation and shifts in participant preference following extinction. Results indicated resurgence across both conditions, with no consistent difference in severity between single and multiple alternative response conditions. However, within-session analyses revealed greater persistence of the alternative response for participants taught multiple alternative responses, suggesting potential benefits for sustained engagement. Future researchers should continue to investigate the role of preference, as teaching order may have impacted findings. Despite mixed findings, this study provides valuable insights into clinical strategies for promoting alternative responding. While teaching multiple alternative responses may not prevent resurgence, it may enhance communication flexibility, particularly when certain responses become unavailable. Full article
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13 pages, 217 KiB  
Article
An Investigation of Alternative Pathways to Teacher Qualifications in Australia
by Merryn Lesleigh Dawborn-Gundlach
Educ. Sci. 2025, 15(8), 956; https://doi.org/10.3390/educsci15080956 - 24 Jul 2025
Viewed by 296
Abstract
In alignment with global educational trends, Australia has adopted a pluralistic approach to initial teacher education (ITE), encompassing traditional university-based programs, employment-integrated models and vocational training routes. This diversification of pathways has emerged as a strategic response to persistent workforce challenges, including chronic [...] Read more.
In alignment with global educational trends, Australia has adopted a pluralistic approach to initial teacher education (ITE), encompassing traditional university-based programs, employment-integrated models and vocational training routes. This diversification of pathways has emerged as a strategic response to persistent workforce challenges, including chronic shortages, uneven distribution of qualified educators, and limited demographic diversity within the profession. Rather than supplanting conventional ITE models, these alternative pathways serve as complementary options, broadening access and enhancing system responsiveness to evolving societal and educational needs. The rise in non-traditional routes represents a deliberate response to the well-documented global teacher shortage, frequently examined in comparative educational research. Central to their design is a restructuring of traditional program elements, particularly duration and delivery methods, to facilitate more flexible and context-sensitive forms of teacher preparation. Such approaches often create opportunities for individuals who may be excluded from conventional pathways due to socioeconomic constraints, geographic isolation, or non-linear career trajectories. Significantly, the diversity introduced by alternative entry candidates has the potential to enrich school learning environments. These educators often bring a wide range of prior experiences, disciplinary knowledge, and cultural perspectives, contributing to more inclusive and representative teaching practices. The implications for student learning are substantial, particularly in disadvantaged communities where culturally and professionally diverse teachers may enhance engagement and academic outcomes. From a policy perspective, the development of flexible, multifaceted teacher education pathways constitutes a critical component of a sustainable workforce strategy. As demand for qualified teachers intensifies, especially in STEM disciplines and in rural, regional and remote areas, the role of alternative pathways is likely to become increasingly pivotal in achieving broader goals of equity, quality and innovation in teacher preparation. Full article
(This article belongs to the Special Issue Innovation in Teacher Education Practices)
18 pages, 1390 KiB  
Article
Enhancing Mathematics Teacher Training in Higher Education: The Role of Lesson Study and Didactic Suitability Criteria in Pedagogical Innovation
by Luisa Morales-Maure, Keila Chacón-Rivadeneira, Orlando Garcia-Marimón, Fabiola Sáez-Delgado and Marcos Campos-Nava
Trends High. Educ. 2025, 4(3), 39; https://doi.org/10.3390/higheredu4030039 - 23 Jul 2025
Viewed by 292
Abstract
The integration of Lesson Study (LS) and Didactic Suitability Criteria (DSC) presents an innovative framework for enhancing mathematics teacher training in higher education. This study examines how LS-DSC fosters instructional refinement, professional growth, and pedagogical transformation among in-service teachers. Using a quasi-experimental mixed-methods [...] Read more.
The integration of Lesson Study (LS) and Didactic Suitability Criteria (DSC) presents an innovative framework for enhancing mathematics teacher training in higher education. This study examines how LS-DSC fosters instructional refinement, professional growth, and pedagogical transformation among in-service teachers. Using a quasi-experimental mixed-methods approach, the study analyzed data from 520 mathematics educators participating in a six-month training program incorporating collaborative lesson planning, structured pedagogical assessment, and reflective teaching practices. Findings indicate significant improvements in instructional design, mathematical discourse facilitation, and adaptive teaching strategies, with post-training evaluations demonstrating a strong positive correlation (r = 0.78) between initial competency levels and learning gains. Participants reported increased confidence in implementing student-centered methodologies and sustained engagement in peer collaboration beyond the training period. The results align with prior research emphasizing the effectiveness of lesson study models and structured evaluation frameworks in teacher professionalization. This study contributes to higher education policy and practice by advocating for the institutional adoption of LS-DSC methodologies to promote evidence-based professional development. Future research should explore the long-term scalability of LS-DSC in diverse educational contexts and its impact on student learning outcomes. Full article
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19 pages, 829 KiB  
Article
Exploring the Impact of Female Student’s Digital Intelligence on Sustainable Learning and Digital Mental Well-Being: A Case Study of Saudi Arabia
by Norah Muflih Alruwaili, Zaiba Ali, Mohd Shuaib Siddiqui, Asad Hassan Butt, Hassan Ahmad, Rahila Ali and Shaden Hamad Alsalem
Sustainability 2025, 17(14), 6632; https://doi.org/10.3390/su17146632 - 21 Jul 2025
Viewed by 490
Abstract
This study investigates the interplay between adaptive online learning, students’ digital intelligence, sustainable learning, and digital mental well-being among female university students in Saudi Arabia. In response to the growing reliance on digital platforms in higher education, a structured questionnaire was distributed via [...] Read more.
This study investigates the interplay between adaptive online learning, students’ digital intelligence, sustainable learning, and digital mental well-being among female university students in Saudi Arabia. In response to the growing reliance on digital platforms in higher education, a structured questionnaire was distributed via social media to capture student perceptions of their online learning experiences. Using Partial Least Squares Structural Equation Modelling (PLS-SEM), the analysis revealed that while adaptive online learning is a critical enabler, its influence is most effective when mediated by students’ digital intelligence. The findings highlighted that students with higher digital intelligence are more likely to engage in sustainable learning practices and maintain better mental well-being in digital environments. Furthermore, innovative teaching practices were shown to strengthen these relationships, underscoring the importance of interactive and adaptive pedagogies. This research contributes to the growing discourse on digital education by emphasizing the importance of indirect pathways and learner-centred dynamics in shaping positive educational and psychological outcomes. This study offers practical and theoretical implications for educators, institutions, and policymakers aiming to create inclusive, resilient, and psychologically supportive digital learning environments. Future research is encouraged to examine these relationships across different cultural and institutional contexts and explore the longitudinal impacts of digital learning strategies. Full article
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31 pages, 1761 KiB  
Review
Weaving Knowledge, Innovation, and Learning: A Transdisciplinary Pathway to Circular Bioeconomy Through BioBeo
by Claudia Lavinia Buruleanu, Laoise Ní Chléirigh, Máire Nic an Bhaird, Thomas P. Curran, Evelyn Reinmuth and Mihai Bîzoi
Sustainability 2025, 17(14), 6541; https://doi.org/10.3390/su17146541 - 17 Jul 2025
Viewed by 372
Abstract
The bioeconomy represents a new way of life for people, but also a responsibility towards the future of the planet. Generating a significant socio-economic impact, it could be viewed as a key element of sustainable development, as the current and future solution for [...] Read more.
The bioeconomy represents a new way of life for people, but also a responsibility towards the future of the planet. Generating a significant socio-economic impact, it could be viewed as a key element of sustainable development, as the current and future solution for economic processes, based on new development models compelled by climate changes and the economy’s resilience to potential crises. In this context, the paper presents in its first part the Circular Economy description and the Circular Bioeconomy discussion from an interdisciplinary perspective. The second part of the paper aims to explore education as a tool for facilitating systemic changes supporting a real transition to a sustainable bioeconomy. The key aspects discussed refer to the following: (1) European policies, strategies, and action plans for bioeconomy; (2) Circular Economy as a solution for sustainable food systems; (3) main requirements and challenges for developing a (Circular) Bioeconomy, including indicators of sustainability; (4) the links between Circular Bioeconomy and the Sustainable Development Goals; (5) possibilities for integrating the agri-food industry’s needs into bioeconomy education; and (6) pathways for teach bioeconomy concepts effectively. Full article
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15 pages, 3425 KiB  
Article
Designing Cross-Domain Sustainability Instruction in Higher Education: A Mixed-Methods Study Using AHP and Transformative Pedagogy
by Wan-Ting Xie, Shang-Tse Ho and Han-Chien Lin
Sustainability 2025, 17(14), 6380; https://doi.org/10.3390/su17146380 - 11 Jul 2025
Viewed by 277
Abstract
This study proposes an interdisciplinary instructional model tailored for Functional Ecological Carbon (FEC) education, combining Electronic, Mobilize, and Ubiquitous (E/M/U) learning principles with the Practical Transformational Teaching Method (PTtM). The research adopts a mixed-methods framework, utilizing the Analytic Hierarchy Process (AHP) to prioritize [...] Read more.
This study proposes an interdisciplinary instructional model tailored for Functional Ecological Carbon (FEC) education, combining Electronic, Mobilize, and Ubiquitous (E/M/U) learning principles with the Practical Transformational Teaching Method (PTtM). The research adopts a mixed-methods framework, utilizing the Analytic Hierarchy Process (AHP) to prioritize teaching objectives and interpret student evaluations, alongside qualitative insights from reflective journals, open-ended surveys, and focus group discussions. The results indicate that hands-on experience, interdisciplinary collaboration, and context-aware applications play a critical role in fostering ecological awareness and responsibility among students. Notably, modules such as biosafety testing and water purification prompted transformative engagement with sustainability issues. The study contributes to sustainability education by integrating a decision-analytic structure with reflective learning and intelligent instructional strategies. The proposed model provides valuable implications for educators and policymakers designing interdisciplinary sustainability curricula in smart learning environments. Full article
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13 pages, 387 KiB  
Review
Technostress in Nursing Education: A Scoping Review
by Catarina Lobão, Adriana Coelho, Vitor Parola, Hugo Neves, Joana Pereira Sousa and Rui Gonçalves
Nurs. Rep. 2025, 15(7), 248; https://doi.org/10.3390/nursrep15070248 - 8 Jul 2025
Viewed by 367
Abstract
Technological advancement has radically transformed higher education, requiring faculty members to continually adapt to new tools and teaching methods. In this context, the phenomenon of fear of missing out (FoMO) has gained relevance, often manifesting through a range of negative emotional states, including [...] Read more.
Technological advancement has radically transformed higher education, requiring faculty members to continually adapt to new tools and teaching methods. In this context, the phenomenon of fear of missing out (FoMO) has gained relevance, often manifesting through a range of negative emotional states, including technostress—stress associated with the use of technology. Objectives: This study aimed to map the available scientific evidence on technostress among nursing faculty in higher education, through a scoping review conducted according to the methodology proposed by the Joanna Briggs Institute (JBI). Methods: The literature search was performed across eight databases, including Medline (via PubMed), CINAHL Complete, Scopus, and the Teacher Reference Center. Results: Of the 266 studies identified, only 3 met the inclusion criteria. Conclusions: Findings reveal varying levels of technostress among nursing educators, with higher levels observed among older faculty members, frequently associated with limited technical and administrative support. Although the direct impact on job satisfaction was not significant, the anxiety induced by intensive technology use and the perceived necessity for constant professional updating—often driven by FoMO—was shown to affect daily academic life, highlighting the need for effective coping strategies. Understanding technostress within the context of nursing education is essential for addressing the challenges of pedagogical modernization. This review supports the need for future institutional interventions aimed at preventing technostress and fostering a more balanced, reflective, and sustainable relationship with technology in academic settings. Full article
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30 pages, 1426 KiB  
Article
Graduate Teaching Assistants (GTAs): Roles, Perspectives, and Prioritizing GTA Workforce Development Pathways
by Claire L. McLeod, Catherine B. Almquist, Madeline P. Ess, Jing Zhang, Hannah Schultz, Thao Nguyen, Khue Tran and Michael Hughes
Educ. Sci. 2025, 15(7), 838; https://doi.org/10.3390/educsci15070838 - 2 Jul 2025
Viewed by 599
Abstract
Graduate Teaching Assistants (GTAs) play a pivotal role in supporting and advancing the educational mission of universities globally. They are fundamental to a university’s instructional workforce and their roles are critical to the undergraduate student experience. This study examines the experiences and perceptions [...] Read more.
Graduate Teaching Assistants (GTAs) play a pivotal role in supporting and advancing the educational mission of universities globally. They are fundamental to a university’s instructional workforce and their roles are critical to the undergraduate student experience. This study examines the experiences and perceptions of GTAs (n = 74) at an R2 institution in the Midwest, U.S. Survey results reveal that the majority of surveyed GTAs have been at the institution for at least one year, teach in face-to-face formats with classes typically ranging from 12 to 30, and allocate 11–20 h/week to their instructional duties, although 30% of respondents report >20 h/week. Survey respondents reported a need for more teaching-focused onboarding, discipline-specific training, and more opportunities for feedback on their teaching practices, while almost 50% reported never engaging with discipline-based education research (DBER) literature. Although departmental and institutional training programs were acknowledged, so too was the perception of their lack of accessibility or relevance. Potential strategies for supporting GTAs, particularly early in their careers, include shadowing opportunities, sustained formal classroom management, and pedagogical training that includes an introduction to (and discussion of) the DBER literature, and a reduced teaching load in the first semester. Universities should prioritize and design GTA professional development using a cognitive apprenticeship framework. This would invest in the undergraduate student experience and directly support an institution’s educational mission. It is also highly effective in preparing highly skilled graduates to enter an increasingly connected global workforce and could positively contribute to an engaged alumni base. Full article
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28 pages, 287 KiB  
Article
Promoting Family Science Conversations in the LaCuKnoS Project
by Cory Buxton, Diana Crespo Camacho and Barbara Ettenauer
Educ. Sci. 2025, 15(7), 829; https://doi.org/10.3390/educsci15070829 - 1 Jul 2025
Viewed by 287
Abstract
The Language, Culture, and Knowledge-building through Science (LaCuKnoS) project tests and refines a model of science teaching and learning that brings together current research on the role of language in science communication, the role of cultural and community connections in science engagement, and [...] Read more.
The Language, Culture, and Knowledge-building through Science (LaCuKnoS) project tests and refines a model of science teaching and learning that brings together current research on the role of language in science communication, the role of cultural and community connections in science engagement, and the ways people apply science knowledge to their daily decision making. One key component of the model brings families together as co-learners and co-teachers through family learning experiences. We describe our work to promote more robust family conversations about science in our lives within an existing research practice partnership, using a two-tiered qualitative conversational analysis to compare the family conversations that result from three family engagement models: (a) family science festivals; (b) family science workshops; and (c) family science home learning. More specifically, this paper addresses the question: How do families describe and evaluate science in their lives and communities during family conversations that occur during each of these three engagement models? Discourse analysis using the appraisal dimension of systemic functional linguistics highlights the affective components of families evaluating science in their lives, as well as how each model provided unique affordances for different communicative goals. These findings are used to propose a set of design principles to guide the continued exploration of community-sustaining and family-centric models of family engagement as a key strategy for broadening science participation. Full article
13 pages, 229 KiB  
Article
Ritual as Mnemonic: Weaving Jewish Law with Symbolic Networks in Likkutei Halakhot by R. Nathan Sternhartz
by Leore Sachs-Shmueli
Religions 2025, 16(7), 821; https://doi.org/10.3390/rel16070821 - 23 Jun 2025
Viewed by 603
Abstract
Ritual has long served as a central axis of religious life, not only structuring practice but also transmitting meaning across generations. This article offers a new perspective on how Hasidic thought reconfigures the medieval Jewish genre of ta‘amei ha-mitzvot—meanings for the commandments—by [...] Read more.
Ritual has long served as a central axis of religious life, not only structuring practice but also transmitting meaning across generations. This article offers a new perspective on how Hasidic thought reconfigures the medieval Jewish genre of ta‘amei ha-mitzvot—meanings for the commandments—by transforming halakhah into a sustained mnemonic system for theological transmission and communal continuity. Focusing on Rabbi Nathan Sternhartz’s Likkutei Halakhot, a 19th-century Hasidic commentary on the Shulḥan Arukh, the study explores how Bratslav Hasidism embeds the kabbalistic teachings of Rabbi Nachman of Bratslav within the legal framework of Jewish ritual practice. It argues that Rabbi Nathan developed a distinctive mnemonic strategy that integrates symbolic and theological meaning into halakhic detail, enabling the internalization of Bratslav theology through repeated ritual action. Through close textual analysis, historical contextualization, cognitive theory, and a case study of Kiddushin rituals, this article demonstrates how halakhah becomes not only a vehicle for theological cognition but also a mechanism for sustaining religious identity and memory within a post-charismatic Hasidic community. More broadly, the study contributes to discussions of ritual, memory, and symbolic reasoning in religious life. Full article
(This article belongs to the Section Religions and Theologies)
20 pages, 1388 KiB  
Article
A Multidisciplinary View on Animal Welfare and Alternative Protein: Convergences and Perspectives from Professionals in Agricultural, Food, and Veterinary Sciences
by Iliani Patinho, Robson Mateus Freitas Silveira, Erick Saldaña, Alessandra Arno, Sérgio Luís de Castro Júnior and Iran José Oliveira da Silva
Foods 2025, 14(12), 2140; https://doi.org/10.3390/foods14122140 - 19 Jun 2025
Viewed by 509
Abstract
This study investigated the perceptions of animal welfare and the consumption of alternative protein sources among future professionals in agronomy, food science, and veterinary medicine. A sample of 769 participants from three faculties [ESALQ (“Luiz de Queiroz” College of Agriculture), FZEA (School of [...] Read more.
This study investigated the perceptions of animal welfare and the consumption of alternative protein sources among future professionals in agronomy, food science, and veterinary medicine. A sample of 769 participants from three faculties [ESALQ (“Luiz de Queiroz” College of Agriculture), FZEA (School of Animal Science and Food Engineering), and FMVZ (School of Veterinary Medicine and Animal Science)] of the University of São Paulo was used. These faculties have different teaching focuses: agronomy, food and animal production, and veterinary, respectively. A relationship between the perception of animal welfare and alternative sources of protein based on the participants’ educational background was verified, specifically: (i) participants from the FZEA (food science) and FMVZ (veterinary) units would be interested in consuming farmed meat and expressed interest in trying it; (ii) students from the ESALQ (agronomy) have a low level of knowledge about animal welfare and are not very interested in knowing how animals are reared, and few participants attribute the presence of the health inspection seal as influencing their purchasing intention; (iii) participants, regardless of their academic background, did not express an intention to reduce their red meat consumption; (iv) the ESALQ was the campus which showed the most skepticism about animal sentience; (v) most participants from the FMVZ and FZEA reported being willing to pay 4–5% more for products that guarantee animal welfare. The findings suggest that the academic context influences individuals’ perceptions and food choices, highlighting the need for educational strategies that foster a greater awareness of animal welfare, encourage the adoption of more sustainable practices, and promote the acceptance of alternative protein sources within the agri-food sector. Full article
(This article belongs to the Special Issue Consumer Behavior and Food Choice—4th Edition)
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16 pages, 7677 KiB  
Article
Evaluating the Booster Grant’s Impact on YouthMappers’ Climate Activism and Climate Education in Sri Lanka
by Ibra Lebbe Mohamed Zahir, Suthakaran Sundaralingam, Meerasa Lewai Fowzul Ameer, Sriram Sindhuja and Atham Lebbe Iyoob
Youth 2025, 5(2), 61; https://doi.org/10.3390/youth5020061 - 19 Jun 2025
Viewed by 873
Abstract
YouthMappers chapters, utilizing OpenStreetMap (OSM), play a pivotal role in tackling climate challenges through education and activism. This study investigates the influence of a booster grant project on enhancing Climate Activism and Education efforts through YouthMappers chapters in Sri Lanka. Through a geometric [...] Read more.
YouthMappers chapters, utilizing OpenStreetMap (OSM), play a pivotal role in tackling climate challenges through education and activism. This study investigates the influence of a booster grant project on enhancing Climate Activism and Education efforts through YouthMappers chapters in Sri Lanka. Through a geometric approach, the research integrates measurable survey data from OSM platform data from 223 YouthMappers chapter respondents at four (04) universities in Sri Lanka to evaluate five critical factors/dimensions: Capacity Building and Funding Support (CBFS), Climate Activism and Education (CAE), Community Engagement and Collaboration (CEC), Technical Skills and Resources (TSR), and Sustainability and Policy Integration (SPI). The Friedman test confirmed statistically significant differences across all factors’ variables (p < 0.001), highlighting strengths in technical competence and educational integration, with gaps identified in community engagement and sustainability. A Radial Basis Function (RBF) model revealed moderate predictive accuracy, excelling in variables like CAE and TSR but indicating higher error rates in SPI and CEC. Practical outcomes include flood risk maps, curriculum-integrated teaching schemes, and localized mapping workshops. These results underscore the booster grant’s role in enabling impactful, youth-led geospatial initiatives. However, challenges such as internet access, training gaps, and language barriers remain. This study recommends expanding student and community participation, refining training strategies, and integrating OSM into university curricula. These scalable interventions offer valuable insights for replication in other vulnerable regions, enhancing climate resilience through community-driven, data-informed youth engagement. Full article
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18 pages, 475 KiB  
Article
A Computational Approach for Identifying Keywords Related to the 2030 Agenda for Sustainable Development Goals in a Brazilian Higher Education Institution
by Ana Carolina Estorani Polessa, Gisele Goulart Tavares, Ruan Medina, Camila Martins Saporetti, Tiago Silveira Gontijo, Matteo Bodini, Leonardo Goliatt and Priscila Capriles
Societies 2025, 15(6), 165; https://doi.org/10.3390/soc15060165 - 16 Jun 2025
Viewed by 536
Abstract
Over the past few years, there has been a need to discuss the strengthening of academic contributions to the 2030 Agenda as a vital facilitator for planning and evaluating sustainable goals. However, managing information in this field has become an internal institutional challenge [...] Read more.
Over the past few years, there has been a need to discuss the strengthening of academic contributions to the 2030 Agenda as a vital facilitator for planning and evaluating sustainable goals. However, managing information in this field has become an internal institutional challenge for higher education organizations. Identifying the aspects of sustainable development goals within research projects is crucial for developing strategies and policies that promote collaboration in joint projects, ultimately strengthening research in SDGs. Recent advancements in computational methods have emerged as powerful tools to address the difficulties associated with utilizing information related to academic contributions to the 2030 Agenda. These methods offer innovative ways to process, analyze, and visualize data, enabling decision-makers to gain valuable insights and make informed decisions. This paper proposes a computational model to facilitate the identification of the 2030 Agenda for Sustainable Development within teaching, research, and extension projects at a Brazilian University. The model aims to align academic research and institutional actions with the 17 Sustainable Development Goals (SDGs) established by the United Nations. The developed model can extract and categorize SDG-related text data by employing keywords and natural language processing techniques. The development of this tool is driven by the need for universities to adapt their curricula and contribute to the 2030 Agenda. The model helps identify the potential impact of projects on the SDGs, assessing the alignment of research or actions with specific goals, and improving data governance. By utilizing the proposed model, educational institutions can efficiently manage their research, organize their work around the SDGs, foster collaboration internally and with external partners, and enhance their internationalization efforts. The model has the potential to increase the capabilities of educational institutes as vital mobilizing agents, reducing costs and streamlining the analysis of information related to the 2030 Agenda. This, in turn, enables more effective academic actions to integrate sustainable goals. Full article
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15 pages, 255 KiB  
Article
Work-Related Triggers of Mental Illness Relapse in South African Teachers
by Thembi Nkomo, Mokoko Percy Kekana and Mabitsela Hezekiel Mphasha
Int. J. Environ. Res. Public Health 2025, 22(6), 923; https://doi.org/10.3390/ijerph22060923 - 11 Jun 2025
Viewed by 2276
Abstract
Teachers with mental illness are vulnerable to work-related triggers that can lead to relapse, affecting their mental health and ability to recover, stay employed, and deliver quality education. This empirical study explored such triggers among public school teachers in Limpopo Province, South Africa. [...] Read more.
Teachers with mental illness are vulnerable to work-related triggers that can lead to relapse, affecting their mental health and ability to recover, stay employed, and deliver quality education. This empirical study explored such triggers among public school teachers in Limpopo Province, South Africa. Using Bronfenbrenner’s Ecological Systems Theory, a qualitative phenomenological design was adopted. Semi-structured face-to-face interviews were conducted with 14 participants that were purposively selected across four hospitals. Data were audio-recorded, transcribed verbatim, and analyzed using Tesch’s eight-step open-coding method. Findings revealed being gossiped about by colleagues, excessive workload, limited leadership and parental support, classroom management challenges, high performance expectations without support, and inadequate teacher mental health policies in schools. These triggers can lead to frequent absenteeism and poor teaching outcomes. They will further increase the risk of medication resistance and long-term cognitive decline due to progressive structural brain damage as a result of multiple relapses. The study highlights the urgent need for multi-stakeholder collaboration, including clinicians, academic institutions, union representatives, and the Department of Basic Education, to co-develop effective, context-sensitive strategies to mitigate work-related triggers of mental illness relapse. These strategies are not only essential for enabling long-term workforce participation but also advancing sustainable mental health and well-being. Full article
(This article belongs to the Special Issue SDG 3 in Sub-Saharan Africa: Emerging Public Health Issues)
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