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نتیجه جستجو - Knowledge-based dynamic capability

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1 Big data management capabilities and librarians innovative performance: The role of value perception using the theory of knowledge-based dynamic capability
قابلیت های مدیریت داده های بزرگ و عملکرد نوآورانه کتابداران: نقش ادراک ارزش با استفاده از تئوری قابلیت پویایی مبتنی بر دانش-2021
This study extended the concept of knowledge-based dynamic capabilities from a firm level to individual level and investigated the relationship between big data management capabilities and innovative performance of university librarians in selected Ghanaian universities. The role of big data value perception as a mediator was also assessed using the PLS-SEM. Data were validated with Cronbach’s alpha above 0.8 and with factor analysis and further convergent and discriminant validity tests. AVE values were higher than 0.5 and CR above AVE and discriminant validity test scores below 0.6. Statistical significance was at a P-value of 0.05. Knowledge-based dynamic capabilities (KDC) were found not to have a direct significant influence on innovative performance (IP) (r2 = 0.109) of librarians. However, KDC positively influenced the perceived value for big data management (BDVP) (r2 = 0.674) with the later having a significant effect on the innovative performance of librarians (r2 = 0.777). BDVP among librarians was found to significantly mediate the relationship between KDC and IP such that KDC indirectly recorded a higher path coefficient (r2 = 0.524) than its initial direct effect of 0.109. Library managers and librarians are encouraged to develop big data management capability of staff to help create positive perceptions about the relevance of the field to enhance innovation and improved performance.
keywords: توانایی پویا مبتنی بر دانش | عملکرد نوآورانه | مدیریت داده های بزرگ | کتابخانه ها | علم اطلاعات | Knowledge-based dynamic capability | Innovative performance | Big data management | Libraries | Information science
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