Designing a Commercialization Model for Research Achievements at a Military University Research Institute by Partial Least Squares Structural Equation Modeling
نویسندگان
چکیده مقاله:
Background and Aim: Today, in universities and research institutes, the lack of attention to commercialization makes it impossible or difficult to enter the markets for technology and research products. therefore, this study aims to design a commercialization model for research achievements of a military research institute. Methods: This descriptive-analytic study was done in a cross-sectional study in 2019. The research population consists of senior, middle and operational managers, faculty, experts and researchers in a military research institute. The sampling was done by census method and number of 130 people. The data gathering tool is a researcher-made questionnaire whose validity and reliability have been confirmed. The composite reliability for each of the four domains (individual, intra-organizational, external organizational and communication) was higher than 0.7, indicating appropriate homogeneity or internal consistency. To collect and analyze quantitative data, a structural equation model based on partial least squares approach was performed with Smart-PLS3 software. Results: The pattern of factors influencing the commercialization of academic research achievements was divided into four groups of 60 factors: individual intra-organizational, external organizational and communication. According to the research findings in the final model of the research, the correlation was significant for all dimensions and the communication factors had the lowest correlation (0.880) and intra-organizational (0.971) the highest correlation. To ensure the quality of the measurement model, positive values of the cv-com index represent the appropriate quality of the measurement model. Conclusion: Governments and other effective institutions with formulas and facilitating and accelerating policies should move universities towards a model of knowledge-based commercialization by adopting smart measures. On the other hand, universities are pursuing strategies such as holding joint conferences and meetings with industry to increase the relevance and awareness of the parties' needs and capabilities in the path of commercialization.
منابع مشابه
Model Selection in Information Systems Research Using Partial Least Squares Based Structural Equation Modeling
Partial Least Squares (PLS) based Structural Equation Modeling (SEM) has become increasingly popular in Management Information Systems (MIS) research to model complex relationships and to make valid inferences from the restricted sample to the larger population. Given the larger goal of creating generalizable theories in MIS research, we argue that the lack of model selection criteria in PLS th...
متن کاملStructural Equation Modeling in Information Systems Research Using Partial Least Squares
Empirical studies that use structural equation modeling (SEM) are widespread in information systems research. During the last few years, the component-based approach partial least squares (PLS) for testing structural models has become increasingly popular. At the same time, this approach’s limitations have become a greater concern. Some researchers even suggest using alternative approaches that...
متن کاملDesigning a commercialization model for projects in research and technology of the National Iranian Oil Company
Abstract: The approach of scientific and technological organizations to solve the challenges of industry using technological and innovative methods and commercialization and economization of research has led; Achieving this requires a comprehensive and forward-look...
متن کاملNonlinear Structural Equation Modeling: Is Partial Least Squares an Alternative?
Nonlinear structural equation modeling provides many advantages over analyses based on manifest variables only. Several approaches for the analysis of latent interaction effects have been developed within the last 15 years, including the partial least squares product indicator approach (PLS-PI), the constrained product indicator approach using the LISREL software (LISREL-PI), and the distributi...
متن کاملPartial Least Squares: The Better Approach to Structural Equation Modeling?
With the ever-increasing acceptance of the need to empirically validate theories in the social science disciplines (e.g., Sheth, 1971), data and multivariate analysis techniques (e.g., Hair et al., 2010; Hair et al., 2011b; Mooi and Sarstedt, 2011) play a central role in today’s research. The evolution of structural equation modeling (SEM) methods is perhaps the most important and influential s...
متن کاملPartial Least Squares Structural Equation Modeling Approach for Analyzing a Model with a Binary Indicator as an Endogenous Variable
In this paper, we focus on PLS-SEM’s ability to handle models with observable binary outcomes. We examine the different ways in which a binary outcome may appear in a model and distinguish those situations in which a binary outcome is indeed problematic versus those in which one can easily incorporate it into a PLS-SEM analysis. Explicating such details enables IS researchers to distinguish dif...
متن کاملمنابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ذخیره در منابع من قبلا به منابع من ذحیره شده{@ msg_add @}
عنوان ژورنال
دوره 23 شماره None
صفحات 36- 45
تاریخ انتشار 2021-04
با دنبال کردن یک ژورنال هنگامی که شماره جدید این ژورنال منتشر می شود به شما از طریق ایمیل اطلاع داده می شود.
کلمات کلیدی برای این مقاله ارائه نشده است
میزبانی شده توسط پلتفرم ابری doprax.com
copyright © 2015-2023