Understanding the role of social media and dynamic capabilities in innovation performance in AgTech: a serial mediation model

IF 2.9 Q2 BUSINESS
Cristian Rogério Foguesatto, Alsones Balestrin, Bibiana Volkmer Martins, Anderson Betti Frare
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引用次数: 0

Abstract

Purpose

We developed and tested a theoretical model that measures the importance of social media and dynamic capabilities with regard to improving innovation performance in startups from the agribusiness sector (AgTech), that is, technology-based companies with scalability potential that operate in the agribusiness sector.

Design/methodology/approach

This model analyzed three dynamic capabilities: internal collaboration capacity, absorptive capacity, and organizational agility. To test this theoretical model, we employed structural equation modeling with partial least squares estimation (PLS-SEM) analyzing 237 AgTech in Brazil.

Findings

Our results show that the use of social media positively affects innovation performance and contributes to internal collaboration capability (a second-order construct that encompasses commitment, communication, and trust). Internal collaboration is an antecedent of absorptive capacity and organizational agility. These two dynamic capabilities positively impact innovation performance. Our results also indicate that these dynamic capabilities serially mediate the relationship between social media and innovation performance.

Practical implications

While some literature describes the dark side of social media, our study sheds light on the importance of these platforms to improve internal collaboration in AgTech, a pivotal capability that is necessary to develop other relevant capabilities.

Originality/value

This study presents results from one of most large AgTech survey found in literature. Furthermore, this study also shows that there are dynamic capabilities essential to develop others relevant dynamic capabilities, indicating that innovation performance involves a sequential integration of capabilities.

了解社交媒体和动态能力在农业科技创新绩效中的作用:系列中介模型
目的我们开发并测试了一个理论模型,该模型衡量了社交媒体和动态能力对提高农业综合企业(AgTech)初创企业(即在农业综合企业领域运营的具有扩展潜力的技术型公司)创新绩效的重要性。为了检验这一理论模型,我们采用了偏最小二乘估计结构方程模型(PLS-SEM),对巴西的 237 家农业科技公司进行了分析。研究结果我们的研究结果表明,社交媒体的使用会对创新绩效产生积极影响,并有助于提高内部协作能力(包括承诺、沟通和信任在内的二阶结构)。内部协作是吸收能力和组织灵活性的先决条件。这两种动态能力会对创新绩效产生积极影响。我们的研究结果还表明,这些动态能力对社交媒体与创新绩效之间的关系起到了串联中介的作用。尽管有些文献描述了社交媒体的阴暗面,但我们的研究揭示了这些平台对改善农业科技企业内部协作的重要性,而这种关键能力是发展其他相关能力所必需的。此外,本研究还表明,有些动态能力对于发展其他相关动态能力至关重要,这表明创新绩效涉及能力的顺序整合。
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来源期刊
CiteScore
6.40
自引率
6.50%
发文量
40
期刊介绍: ■Research in SMEs, entrepreneurship and family-run businesses ■Case studies on real-life small business experiences ■Small Business growth and successful enterprises ■Practical advice from small business advisors ■Recruitment, training and development for SMEs ■Performance measurement and business improvement ■Government initiatives and enterprise policy ■SME financing and venture capital. By encouraging debate on the key issues facing SMEs, the journal offers detailed analysis and critical assessment of current best practice, discusses the implications of latest research findings and explores opportunities to break down the barriers that restrict the growth of SMEs.
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