{"title":"研究、合作和创新的效率:意大利大学的参数化和非参数化方法","authors":"Angela Rella , Anna Rita Dipierro","doi":"10.1016/j.jik.2025.100724","DOIUrl":null,"url":null,"abstract":"<div><div>Over the years, technological advancements and digital transformation have brought significant changes to the Italian education sector. University performance measurement, particularly in terms of efficiency, has been widely debated, given universities’ critical role in driving innovation and discovery. This study aims to compare nonparametric and parametric approaches to estimate the efficiency of Italian universities, with a focus on research, collaboration, and innovation. Specifically, data envelopment analysis and stochastic frontier analysis were applied using three different input-output combinations to evaluate the efficiency of 62 Italian public universities in 2021. The findings are valuable from both theoretical and practical perspectives. By identifying best practices and offering targeted insights into areas for performance improvement, this study contributes to the ongoing development of Italian universities and their global competitiveness in research, cooperation, and innovation.</div></div>","PeriodicalId":46792,"journal":{"name":"Journal of Innovation & Knowledge","volume":"10 3","pages":"Article 100724"},"PeriodicalIF":15.6000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Efficiency in research, collaboration, and innovation: Parametric and nonparametric approaches in Italian universities\",\"authors\":\"Angela Rella , Anna Rita Dipierro\",\"doi\":\"10.1016/j.jik.2025.100724\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Over the years, technological advancements and digital transformation have brought significant changes to the Italian education sector. University performance measurement, particularly in terms of efficiency, has been widely debated, given universities’ critical role in driving innovation and discovery. This study aims to compare nonparametric and parametric approaches to estimate the efficiency of Italian universities, with a focus on research, collaboration, and innovation. Specifically, data envelopment analysis and stochastic frontier analysis were applied using three different input-output combinations to evaluate the efficiency of 62 Italian public universities in 2021. The findings are valuable from both theoretical and practical perspectives. By identifying best practices and offering targeted insights into areas for performance improvement, this study contributes to the ongoing development of Italian universities and their global competitiveness in research, cooperation, and innovation.</div></div>\",\"PeriodicalId\":46792,\"journal\":{\"name\":\"Journal of Innovation & Knowledge\",\"volume\":\"10 3\",\"pages\":\"Article 100724\"},\"PeriodicalIF\":15.6000,\"publicationDate\":\"2025-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Innovation & Knowledge\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2444569X2500068X\",\"RegionNum\":1,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Innovation & Knowledge","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2444569X2500068X","RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS","Score":null,"Total":0}
Efficiency in research, collaboration, and innovation: Parametric and nonparametric approaches in Italian universities
Over the years, technological advancements and digital transformation have brought significant changes to the Italian education sector. University performance measurement, particularly in terms of efficiency, has been widely debated, given universities’ critical role in driving innovation and discovery. This study aims to compare nonparametric and parametric approaches to estimate the efficiency of Italian universities, with a focus on research, collaboration, and innovation. Specifically, data envelopment analysis and stochastic frontier analysis were applied using three different input-output combinations to evaluate the efficiency of 62 Italian public universities in 2021. The findings are valuable from both theoretical and practical perspectives. By identifying best practices and offering targeted insights into areas for performance improvement, this study contributes to the ongoing development of Italian universities and their global competitiveness in research, cooperation, and innovation.
期刊介绍:
The Journal of Innovation and Knowledge (JIK) explores how innovation drives knowledge creation and vice versa, emphasizing that not all innovation leads to knowledge, but enduring innovation across diverse fields fosters theory and knowledge. JIK invites papers on innovations enhancing or generating knowledge, covering innovation processes, structures, outcomes, and behaviors at various levels. Articles in JIK examine knowledge-related changes promoting innovation for societal best practices.
JIK serves as a platform for high-quality studies undergoing double-blind peer review, ensuring global dissemination to scholars, practitioners, and policymakers who recognize innovation and knowledge as economic drivers. It publishes theoretical articles, empirical studies, case studies, reviews, and other content, addressing current trends and emerging topics in innovation and knowledge. The journal welcomes suggestions for special issues and encourages articles to showcase contextual differences and lessons for a broad audience.
In essence, JIK is an interdisciplinary journal dedicated to advancing theoretical and practical innovations and knowledge across multiple fields, including Economics, Business and Management, Engineering, Science, and Education.