Technology-driven transformations in agri-food global value chains: The role of incumbent firms from a corporate venture capital perspective

IF 6.8 1区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Food Policy Pub Date : 2024-08-01 DOI:10.1016/j.foodpol.2024.102684
Pablo Mac Clay , Roberto Feeney , Jorge Sellare
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Abstract

Agri-food global value chains (GVCs) are failing to provide healthy and affordable diets within planetary boundaries. Many cutting-edge technologies are being developed to address the sustainability challenges throughout agri-food GVCs. While several studies seek to analyze the impacts of specific innovations on socioeconomic and environmental dimensions, the relationship between industry structure and the process of technological change has not received much attention in the value chain literature. Here, we focus on the entrepreneurial landscape of innovation in agri-food GVCs to 1) identify which technologies have been receiving most support from investors and 2) analyze the corporate strategies of the largest agri-food multinational companies regarding their investments in new technologies. Using Crunchbase as our primary data source and machine learning for natural language processing, we have identified around 15,500 companies developing innovations linked to agri-food GVCs, from farming to last-mile delivery. However, our analyses show an imbalanced scene in which downstream technologies capture most investors’ interest. Then, we use these results to explore the direction of investments by dominant agri-food firms, where we identify three trends: upgrading strategies to improve their core activities, defensive strategies to control technologies competing with their core business, and corporate portfolio strategies to seize profit opportunities.

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农业食品全球价值链中的技术驱动转型:从企业风险投资的角度看现有企业的作用
农业食品全球价值链(GVCs)未能在地球范围内提供健康和负担得起的饮食。目前正在开发许多尖端技术,以应对整个农业食品全球价值链的可持续性挑战。虽然有一些研究试图分析特定创新对社会经济和环境层面的影响,但在价值链文献中,产业结构与技术变革过程之间的关系并没有得到太多关注。在此,我们将重点关注农业食品全球价值链中的企业创新情况,以便:1)确定哪些技术得到了投资者的最大支持;2)分析最大的农业食品跨国公司在新技术投资方面的企业战略。我们利用 Crunchbase 作为主要数据源,并通过机器学习进行自然语言处理,确定了约 15500 家开发与农业食品全球价值链(从种植到最后一英里配送)相关的创新技术的公司。然而,我们的分析表明,下游技术吸引了大多数投资者的兴趣,这是一种不平衡的现象。然后,我们利用这些结果探讨了占主导地位的农业食品公司的投资方向,并在此基础上确定了三种趋势:改善核心业务的升级战略、控制与其核心业务竞争的技术的防御战略以及抓住盈利机会的企业组合战略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Food Policy
Food Policy 管理科学-农业经济与政策
CiteScore
11.40
自引率
4.60%
发文量
128
审稿时长
62 days
期刊介绍: Food Policy is a multidisciplinary journal publishing original research and novel evidence on issues in the formulation, implementation, and evaluation of policies for the food sector in developing, transition, and advanced economies. Our main focus is on the economic and social aspect of food policy, and we prioritize empirical studies informing international food policy debates. Provided that articles make a clear and explicit contribution to food policy debates of international interest, we consider papers from any of the social sciences. Papers from other disciplines (e.g., law) will be considered only if they provide a key policy contribution, and are written in a style which is accessible to a social science readership.
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