Jeou-Shyan Horng , Chih-Hsing Liu , Sheng-Fang Chou , Tai-Yi Yu , Ya-Hui Elegance Chang , Da-Chian Hu
{"title":"大数据与可持续营销:酒店教育的新综合课程","authors":"Jeou-Shyan Horng , Chih-Hsing Liu , Sheng-Fang Chou , Tai-Yi Yu , Ya-Hui Elegance Chang , Da-Chian Hu","doi":"10.1016/j.jhlste.2024.100502","DOIUrl":null,"url":null,"abstract":"<div><p>This study presents a novel educational intervention, the Sustainable Marketing with Big Data (SMBD) module, grounded in the theory of change. The SMBD module integrated data literacy, sustainability knowledge, and marketing skills through problem-based learning, creative problem solving, computer-based learning, and project-based pedagogical approaches. Employing a mixed-methods research design, this investigation evaluated the effectiveness of the proposed SMBD curriculum through a quasiexperimental design and compared learning outcomes between an experimental group (n = 44) and a control group (n = 39) taught with traditional methods. Pre- and posttests were used to assess students' data literacy, sustainability attitudes and behaviors, and marketing competency. ANCOVA revealed that the experimental group exhibited significantly greater improvements across all dimensions than did the control group. Regression analysis confirmed the positive influence of gains in big data literacy and sustainability knowledge on marketing skill demonstration. Qualitative analysis of focus group data provided further insights into students' learning experiences and engagement with the SMBD curriculum. The results support the efficacy of the theory of change framework and active learning pedagogies in enhancing undergraduate hospitality students' competencies in three critical domains. The SMBD model offers educators a comprehensive, empirically validated curriculum for preparing future hospitality leaders to leverage big data for sustainable marketing in a rapidly evolving industry.</p></div>","PeriodicalId":51666,"journal":{"name":"Journal of Hospitality Leisure Sport & Tourism Education","volume":"35 ","pages":"Article 100502"},"PeriodicalIF":4.8000,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Big data meets sustainable marketing: A new integrated curriculum for hospitality education\",\"authors\":\"Jeou-Shyan Horng , Chih-Hsing Liu , Sheng-Fang Chou , Tai-Yi Yu , Ya-Hui Elegance Chang , Da-Chian Hu\",\"doi\":\"10.1016/j.jhlste.2024.100502\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>This study presents a novel educational intervention, the Sustainable Marketing with Big Data (SMBD) module, grounded in the theory of change. The SMBD module integrated data literacy, sustainability knowledge, and marketing skills through problem-based learning, creative problem solving, computer-based learning, and project-based pedagogical approaches. Employing a mixed-methods research design, this investigation evaluated the effectiveness of the proposed SMBD curriculum through a quasiexperimental design and compared learning outcomes between an experimental group (n = 44) and a control group (n = 39) taught with traditional methods. Pre- and posttests were used to assess students' data literacy, sustainability attitudes and behaviors, and marketing competency. ANCOVA revealed that the experimental group exhibited significantly greater improvements across all dimensions than did the control group. Regression analysis confirmed the positive influence of gains in big data literacy and sustainability knowledge on marketing skill demonstration. Qualitative analysis of focus group data provided further insights into students' learning experiences and engagement with the SMBD curriculum. The results support the efficacy of the theory of change framework and active learning pedagogies in enhancing undergraduate hospitality students' competencies in three critical domains. The SMBD model offers educators a comprehensive, empirically validated curriculum for preparing future hospitality leaders to leverage big data for sustainable marketing in a rapidly evolving industry.</p></div>\",\"PeriodicalId\":51666,\"journal\":{\"name\":\"Journal of Hospitality Leisure Sport & Tourism Education\",\"volume\":\"35 \",\"pages\":\"Article 100502\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2024-05-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Hospitality Leisure Sport & Tourism Education\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S147383762400025X\",\"RegionNum\":2,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"EDUCATION & EDUCATIONAL RESEARCH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Hospitality Leisure Sport & Tourism Education","FirstCategoryId":"95","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S147383762400025X","RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
Big data meets sustainable marketing: A new integrated curriculum for hospitality education
This study presents a novel educational intervention, the Sustainable Marketing with Big Data (SMBD) module, grounded in the theory of change. The SMBD module integrated data literacy, sustainability knowledge, and marketing skills through problem-based learning, creative problem solving, computer-based learning, and project-based pedagogical approaches. Employing a mixed-methods research design, this investigation evaluated the effectiveness of the proposed SMBD curriculum through a quasiexperimental design and compared learning outcomes between an experimental group (n = 44) and a control group (n = 39) taught with traditional methods. Pre- and posttests were used to assess students' data literacy, sustainability attitudes and behaviors, and marketing competency. ANCOVA revealed that the experimental group exhibited significantly greater improvements across all dimensions than did the control group. Regression analysis confirmed the positive influence of gains in big data literacy and sustainability knowledge on marketing skill demonstration. Qualitative analysis of focus group data provided further insights into students' learning experiences and engagement with the SMBD curriculum. The results support the efficacy of the theory of change framework and active learning pedagogies in enhancing undergraduate hospitality students' competencies in three critical domains. The SMBD model offers educators a comprehensive, empirically validated curriculum for preparing future hospitality leaders to leverage big data for sustainable marketing in a rapidly evolving industry.
期刊介绍:
The Journal of Hospitality, Leisure, Sport and Tourism Education (JoHLSTE) is the leading international, peer-reviewed educational journal for this subject grouping. Its aims are to: a) Promote, enhance and disseminate research, good practice and innovation in all aspects of higher education in Hospitality, Leisure, Sport and Tourism and Events to its prime audience including teachers, researchers, employers, and policy makers. b) Encourage greater understanding, links and collaboration across its constituent fields. JoHLSTE is designed to have maximum impact through it being available on-line, fully archived and peer-reviewed. JoHLSTE is divided into seven sections: Editorial; Academic Papers; Practice Papers, Perspectives, Comments and Rejoinders, Research Notes and Reports and Education Resource Reviews.