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Liu H, He S, Peng J. K-nearest neighbor based on exploratory data analysis of curriculum models of Chinese early childhood education. Heliyon 2024; 10:e33781. [PMID: 39113995 PMCID: PMC11305177 DOI: 10.1016/j.heliyon.2024.e33781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 06/26/2024] [Accepted: 06/26/2024] [Indexed: 08/10/2024] Open
Abstract
This research examines the unique Chinese approaches to implementing the Early Childhood Curriculum (ECC) in Shenzhen and Hong Kong, drawing on School-based Curriculum Development (SBCD) studies. A total of 200 administrators and teachers were interviewed in total, and transcripts from those interviews were examined, cross-checked, and assessed using document analysis and classroom observation. Through interviews that have been conducted by administrators and teachers analyzed by document analysis and classroom observation, the influence of Chinese culture on ECC implementation is explored using the Cultural-Historical Activity Theory (CHAT). An exploratory, inferential, and descriptive statistical approach evaluates the sociocultural mechanism of ECC in Chinese society. The proposed framework utilizes K-Nearest Neighbor (KNN) regression analysis to illustrate how social development leads to cultural fusion and conflicts. The overall sociocultural framework promotes cultural growth and inheritance in China's early childhood education settings.
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Affiliation(s)
- Hai Liu
- Faculty of Education, Southwest University, Chongqing, 400715, China
- Teacher’s College, Chengdu University, Chengdu, Sichuan, 610106, China
| | - Sirong He
- Faculty of Education, The National University of Malaysia, Bandar Baru Bangi, 999004, Malaysia
| | - Jiang Peng
- Institute of Educational Planning and Assessment, Sichuan International Studies University, Chongqing, 400031, China
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Biancardi A, Colasante A, D'Adamo I. Sustainable education and youth confidence as pillars of future civil society. Sci Rep 2023; 13:955. [PMID: 36653411 PMCID: PMC9849327 DOI: 10.1038/s41598-023-28143-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 01/13/2023] [Indexed: 01/19/2023] Open
Abstract
While sustainability is at the centre of many government agendas, there is a great risk of entrusting strategic decisions to those lacking in sustainability expertise. It is therefore necessary to ensure that universities are the green engines of sustainable communities. The present study administered a questionnaire to students enrolled in a Management Engineering programme at an Italian university, to collect their perceptions of and opinions on sustainability and energy issues. Students completed the questionnaire twice: once prior to beginning and once at the end of term. The results showed that students held more sustainable attitudes at the end of term, and perceived sustainable education and youth confidence as the building blocks of future society. They also observed that decarbonisation of the Italian energy system and national energy independence would require the significant development of renewable systems and interventions to promote energy efficiency. In addition, they recognised subsidies for green production, energy communities, differentiated waste collection and professional skills training as crucial. The sustainable university should support younger generations by encouraging student engagement in real-world projects and the development of long-term, structured teacher-student relationships.
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Affiliation(s)
- Alberto Biancardi
- Department Studies, Monitoring and International Relations, Gestore dei Servizi Energetici GSE S.P.A., Rome, Italy
| | - Annarita Colasante
- Department of Law and Economics, UnitelmaSapienza University of Rome, Rome, Italy
| | - Idiano D'Adamo
- Department of Computer, Control and Management Engineering, Sapienza University of Rome, Rome, Italy.
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Filho WL, Vidal DG, Dinis MAP, Lambrechts W, Vasconcelos CRP, Molthan-Hill P, Abubakar IR, Dunk RM, Salvia AL, Sharifi A. Low carbon futures: assessing the status of decarbonisation efforts at universities within a 2050 perspective. ENERGY, SUSTAINABILITY AND SOCIETY 2023; 13:5. [PMID: 36811114 PMCID: PMC9933830 DOI: 10.1186/s13705-023-00384-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 02/03/2023] [Indexed: 05/11/2023]
Abstract
Background The implementation of sustainability at universities means that they can also play a key role in the transition to a low carbon economy, and in assisting global efforts towards decarbonisation. Yet, not all of them have so far fully engaged in this area. This paper reviews the state of the art on trends in decarbonisation, and outlines the need for decarbonisation efforts at universities. It also reports on a survey aimed at ascertaining the extent to which universities in a sample of 40 countries across the various geographical regions are engaged in carbon reduction efforts, identifying the challenges faced. Results The study has shown that the literature on the topic has been evolving over time and that increasing a given university's energy supply from renewable energy sources has been the cornerstone of university-based climate action plans. The study also indicates that even though several universities are concerned with their carbon footprint and actively seeking ways to reduce it, there are some institutional obstacles that need to be overcome. Conclusions A first conclusion which can be drawn is that efforts on decarbonisation are becoming more popular, with a special focus being placed on the use of renewable energy. Also, the study has shown that, from the range of efforts being made towards decarbonisation, many universities are setting up a team with carbon management responsibilities, have Carbon Management Policy Statements, and review them. The paper points towards some measures which may be deployed, so as to allow universities to take better advantage of the many opportunities an engagement in decarbonisation initiatives offers to them.
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Affiliation(s)
- Walter Leal Filho
- European School of Sustainability Science and Research, Hamburg University of Applied Sciences, Ulmenliet 20, 21033 Hamburg, Germany
- Department of Natural Sciences, Manchester Metropolitan University, Chester Street, Manchester, M11 5GD UK
| | - Diogo Guedes Vidal
- Department of Life Sciences, Faculty of Sciences and Technology, Center for Functional Ecology-Science for People and The Planet (CFE), TERRA Associate Laboratory, University of Coimbra, Calçada Martim de Freitas, 3000-456 Coimbra, Portugal
| | - Maria Alzira Pimenta Dinis
- UFP Energy, Environment and Health Research Unit (FP-ENAS), University Fernando Pessoa (UFP), Praça 9 de Abril 349, 4249-004 Porto, Portugal
| | - Wim Lambrechts
- Department of Marketing and Supply Chain Management, Faculty of Management, Open Universiteit, The Netherlands (OUNL), Postbus 2960, 6401 DL Heerlen, The Netherlands
| | - Claudio R. P. Vasconcelos
- Laboratory of Sustainability Engineering and Consumption, Federal University of Paraíba, João Pessoa, PB Brazil
- Algoritmi Research Centre, School of Engineering, University of Minho, 4800-058 Guimarães, Portugal
| | | | - Ismaila Rimi Abubakar
- College of Architecture and Planning, Imam Abdulrahman Bin Faisal University (Formerly, University of Dammam), P.O. Box 1982, Dammam, 31441 Saudi Arabia
| | - Rachel M. Dunk
- School of Science and the Environment, Manchester Metropolitan University, Chester Street, Manchester, M1 5GD UK
| | - Amanda Lange Salvia
- Graduate Program in Civil and Environment Engineering, University of Passo Fundo, Campus I-BR 285, São José, Passo Fundo, RS 99052-900 Brazil
| | - Ayyoob Sharifi
- Graduate School of Humanities and Social Sciences, and Network for Education and Research on Peace and Sustainability, Hiroshima University, Higashi-Hiroshima, 739-8530 Japan
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Hydrogen Economy Development Opportunities by Inter-Organizational Digital Knowledge Networks. SUSTAINABILITY 2021. [DOI: 10.3390/su13169194] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Innovative power-to-X (P2X) technologies, as a set of emerging new solutions, could play a crucial role in creating sustainable, carbon-neutral economies, such as the hydrogen economy. These technologies, however, are generally not yet implemented on a commercial scale. This research focuses on how innovative, digital inter-organizational knowledge networks of industry representatives and universities could contribute to the commercial implementation of P2X technologies and increase the pace of sustainable hydrogen-based development. The findings of an extended case study with a hybrid (qualitative–quantitative) methodology and a five-year time horizon, suggest the need for a digital knowledge platform, where universities and industry representatives add and combine their knowledge. In contrast with expectations, however, the empirical results show that academia would, not only be capable of supporting the exploration of new solutions, but foster the exploitation of more mature technologies as well. Similarly, large energy companies could also drive exploratory activities, not only exploitative ones. The findings highlight the possible central role of the “system builder” actor, who integrates exploitative-explorative learning and facilitates the formation of a (digital) innovation ecosystem. By exceeding the dominant techno-economic and environmental aspects, this research contributes to the literature by highlighting the applicability of network-based innovation management theory for hydrogen economy research.
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