{"title":"通过开发有关可持续人工智能的商业创新,培养年轻人的系统思维","authors":"Marianne Kinnula, Eva Durall Gazulla, Noora Hirvonen, Jonna Malmberg, Lotta Haukipuro","doi":"10.1016/j.ijcci.2024.100656","DOIUrl":null,"url":null,"abstract":"<div><p>The complexity of sustainability challenges has exposed the limitations of solutions relying on atomistic disciplinary knowledge and linear thinking, evidencing the need for embracing holistic and transdisciplinary mindsets. This paper builds on the assumption that systems thinking can contribute to approaching sustainability issues. In this study we investigate how to nurture systems thinking among young people in and through developing socially sustainable business ideas that utilize Artificial Intelligence (AI) technologies. To this end, we analyze 21 9th grade students' contributions during a work practice week at a Finnish university, during which they were introduced to AI, sustainability, and business thinking and invited to generate business ideas for sustainable innovations that use AI. Our multimodal analysis examines students’ business ideation process and outputs to identify various elements present in the working process that contribute to the development of sustainable AI from a systemic perspective. Based on our findings, we propose combining business innovation with sustainability as a strategy to develop learners' systems thinking.</p></div>","PeriodicalId":38431,"journal":{"name":"International Journal of Child-Computer Interaction","volume":"40 ","pages":"Article 100656"},"PeriodicalIF":0.0000,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212868924000242/pdfft?md5=5f84e90e2d0c8ad47cf3d4d77bfe4fce&pid=1-s2.0-S2212868924000242-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Nurturing systems thinking among young people by developing business ideas on sustainable AI\",\"authors\":\"Marianne Kinnula, Eva Durall Gazulla, Noora Hirvonen, Jonna Malmberg, Lotta Haukipuro\",\"doi\":\"10.1016/j.ijcci.2024.100656\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The complexity of sustainability challenges has exposed the limitations of solutions relying on atomistic disciplinary knowledge and linear thinking, evidencing the need for embracing holistic and transdisciplinary mindsets. This paper builds on the assumption that systems thinking can contribute to approaching sustainability issues. In this study we investigate how to nurture systems thinking among young people in and through developing socially sustainable business ideas that utilize Artificial Intelligence (AI) technologies. To this end, we analyze 21 9th grade students' contributions during a work practice week at a Finnish university, during which they were introduced to AI, sustainability, and business thinking and invited to generate business ideas for sustainable innovations that use AI. Our multimodal analysis examines students’ business ideation process and outputs to identify various elements present in the working process that contribute to the development of sustainable AI from a systemic perspective. Based on our findings, we propose combining business innovation with sustainability as a strategy to develop learners' systems thinking.</p></div>\",\"PeriodicalId\":38431,\"journal\":{\"name\":\"International Journal of Child-Computer Interaction\",\"volume\":\"40 \",\"pages\":\"Article 100656\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-05-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2212868924000242/pdfft?md5=5f84e90e2d0c8ad47cf3d4d77bfe4fce&pid=1-s2.0-S2212868924000242-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Child-Computer Interaction\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2212868924000242\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Child-Computer Interaction","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2212868924000242","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Social Sciences","Score":null,"Total":0}
Nurturing systems thinking among young people by developing business ideas on sustainable AI
The complexity of sustainability challenges has exposed the limitations of solutions relying on atomistic disciplinary knowledge and linear thinking, evidencing the need for embracing holistic and transdisciplinary mindsets. This paper builds on the assumption that systems thinking can contribute to approaching sustainability issues. In this study we investigate how to nurture systems thinking among young people in and through developing socially sustainable business ideas that utilize Artificial Intelligence (AI) technologies. To this end, we analyze 21 9th grade students' contributions during a work practice week at a Finnish university, during which they were introduced to AI, sustainability, and business thinking and invited to generate business ideas for sustainable innovations that use AI. Our multimodal analysis examines students’ business ideation process and outputs to identify various elements present in the working process that contribute to the development of sustainable AI from a systemic perspective. Based on our findings, we propose combining business innovation with sustainability as a strategy to develop learners' systems thinking.