利用机器学习技术评估年轻人对可持续创业的态度

T. Mroczek, Adriana Kaszuba-Perz, M. Czyżewska
{"title":"利用机器学习技术评估年轻人对可持续创业的态度","authors":"T. Mroczek, Adriana Kaszuba-Perz, M. Czyżewska","doi":"10.35765/hp.2214","DOIUrl":null,"url":null,"abstract":"RESEARCH OBJECTIVE: The main purpose of the research is to assess whether the young generation in Poland has the potential to build sustainable companies by evaluating the attitudes of university students towards sustainable entrepreneurship.. \nTHE RESEARCH PROBLEM AND METHODS: The readiness to create a sustainable enterprise was assessed on the basis of self-assessment of pro-social attitudes, business intentions and knowledge of social and environmental aspects in business with the use of multidimensional analysis based on machine learning methods. \nTHE PROCESS OF ARGUMENTATION: A significant challenge for policymakers, scientists and entrepreneurs is solving important social and environmental problems through the development of sustainable entrepreneurship. The implementation of this concept requires efforts to educate and shape pro-social attitudes, especially among the young generation. Therefore, the research focuses on identifying and assessing the attitudes and awareness level of pro-social aspects in business and recognition of entrepreneurial intentions among representatives of this generation. \nRESEARCH RESULTS: The research results show that young people have an intuitive sense of what sustainable business is all about, but the formal knowledge in this area is low. Financial aspects, i.e. the possibility of obtaining significant income from own business, as well as independence and the possibility of being a manager, turned out to be much more motivating for entrepreneurship than the possibility of changing the world for the better, helping local communities or protecting the environment. \nCONCLUSIONS, INNOVATIONS AND RECOMMENDATIONS: The innovative approach to multidimensional data analysis highlighted the lack of knowledge and insufficient level of pro-social attitudes among the young generation, which is a particularly worrying phenomenon in the context of formulated challenges and social and environmental needs.","PeriodicalId":55808,"journal":{"name":"Horyzonty Polityki","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Assessment of Young People’s Attitudes Towards Sustainable Entrepreneurship with Machine Learning Techniques Use\",\"authors\":\"T. Mroczek, Adriana Kaszuba-Perz, M. Czyżewska\",\"doi\":\"10.35765/hp.2214\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"RESEARCH OBJECTIVE: The main purpose of the research is to assess whether the young generation in Poland has the potential to build sustainable companies by evaluating the attitudes of university students towards sustainable entrepreneurship.. \\nTHE RESEARCH PROBLEM AND METHODS: The readiness to create a sustainable enterprise was assessed on the basis of self-assessment of pro-social attitudes, business intentions and knowledge of social and environmental aspects in business with the use of multidimensional analysis based on machine learning methods. \\nTHE PROCESS OF ARGUMENTATION: A significant challenge for policymakers, scientists and entrepreneurs is solving important social and environmental problems through the development of sustainable entrepreneurship. The implementation of this concept requires efforts to educate and shape pro-social attitudes, especially among the young generation. Therefore, the research focuses on identifying and assessing the attitudes and awareness level of pro-social aspects in business and recognition of entrepreneurial intentions among representatives of this generation. \\nRESEARCH RESULTS: The research results show that young people have an intuitive sense of what sustainable business is all about, but the formal knowledge in this area is low. Financial aspects, i.e. the possibility of obtaining significant income from own business, as well as independence and the possibility of being a manager, turned out to be much more motivating for entrepreneurship than the possibility of changing the world for the better, helping local communities or protecting the environment. \\nCONCLUSIONS, INNOVATIONS AND RECOMMENDATIONS: The innovative approach to multidimensional data analysis highlighted the lack of knowledge and insufficient level of pro-social attitudes among the young generation, which is a particularly worrying phenomenon in the context of formulated challenges and social and environmental needs.\",\"PeriodicalId\":55808,\"journal\":{\"name\":\"Horyzonty Polityki\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-02-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Horyzonty Polityki\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.35765/hp.2214\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Horyzonty Polityki","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.35765/hp.2214","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

研究目的:本研究的主要目的是通过评估大学生对可持续创业的态度,评估波兰年轻一代是否有潜力建立可持续的公司。。研究问题和方法:使用基于机器学习方法的多维分析,在对亲社会态度、商业意图以及商业中社会和环境方面的知识进行自我评估的基础上,评估创建可持续企业的准备情况。争论过程:决策者、科学家和企业家面临的一个重大挑战是通过发展可持续创业来解决重要的社会和环境问题。落实这一概念需要努力教育和塑造亲社会的态度,特别是在年轻一代中。因此,研究的重点是识别和评估这一代代表对商业中亲社会方面的态度和意识水平,以及对创业意图的认可。研究结果:研究结果表明,年轻人对可持续商业有着直观的认识,但对这一领域的正式知识还很低。财务方面,即从自己的企业中获得可观收入的可能性,以及独立性和成为管理者的可能性,比改变世界、帮助当地社区或保护环境的可能性更能激励创业。结论、创新和建议:多层面数据分析的创新方法突出表明,年轻一代缺乏知识,亲社会态度不足,在既定挑战以及社会和环境需求的背景下,这是一个特别令人担忧的现象。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessment of Young People’s Attitudes Towards Sustainable Entrepreneurship with Machine Learning Techniques Use
RESEARCH OBJECTIVE: The main purpose of the research is to assess whether the young generation in Poland has the potential to build sustainable companies by evaluating the attitudes of university students towards sustainable entrepreneurship.. THE RESEARCH PROBLEM AND METHODS: The readiness to create a sustainable enterprise was assessed on the basis of self-assessment of pro-social attitudes, business intentions and knowledge of social and environmental aspects in business with the use of multidimensional analysis based on machine learning methods. THE PROCESS OF ARGUMENTATION: A significant challenge for policymakers, scientists and entrepreneurs is solving important social and environmental problems through the development of sustainable entrepreneurship. The implementation of this concept requires efforts to educate and shape pro-social attitudes, especially among the young generation. Therefore, the research focuses on identifying and assessing the attitudes and awareness level of pro-social aspects in business and recognition of entrepreneurial intentions among representatives of this generation. RESEARCH RESULTS: The research results show that young people have an intuitive sense of what sustainable business is all about, but the formal knowledge in this area is low. Financial aspects, i.e. the possibility of obtaining significant income from own business, as well as independence and the possibility of being a manager, turned out to be much more motivating for entrepreneurship than the possibility of changing the world for the better, helping local communities or protecting the environment. CONCLUSIONS, INNOVATIONS AND RECOMMENDATIONS: The innovative approach to multidimensional data analysis highlighted the lack of knowledge and insufficient level of pro-social attitudes among the young generation, which is a particularly worrying phenomenon in the context of formulated challenges and social and environmental needs.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
29
审稿时长
25 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信