The organization as an intelligent entity: Using artificial intelligence to explore the sustainability of family and non-family firms

IF 4.7 1区 管理学 Q1 BUSINESS Journal of Family Business Strategy Pub Date : 2026-03-01 Epub Date: 2026-01-22 DOI:10.1016/j.jfbs.2025.100700
Melania Riefolo , Sina Grosskopf , Jan-Philipp Ahrens
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Abstract

This article puts forward a concept of the organization as a mind-like, intelligent entity capable of efficiently responding to environmental stimuli. Such an entity-centric view offers a more coherent theoretical basis for predicting the ways in which different organizational factors may shape organizational behavior. We apply this logic to the context of sustainability in family firms, where previous research shows mixed results, possibly due to the omission of confounding factors such as organizational age. Using large-scale data and spaceborne-validated AI metrics on sustainability, we find that both organizational age and family influence independently exhibit negative relationships with sustainability outcomes. We discuss the implications for future theorizing and suggest avenues for further research in management, family business, and the broader exploration of human and artificial agency in organizations.
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作为智能实体的组织:利用人工智能探索家族企业和非家族企业的可持续性
这篇文章提出了一个概念,即组织是一种类似心灵的智能实体,能够有效地响应环境刺激。这种以实体为中心的观点为预测不同组织因素可能塑造组织行为的方式提供了更连贯的理论基础。我们将这一逻辑应用到家族企业的可持续性背景中,之前的研究显示出混合的结果,可能是由于遗漏了组织年龄等混杂因素。使用大规模数据和经太空验证的可持续性人工智能指标,我们发现组织年龄和家庭影响都独立地与可持续性结果表现出负相关关系。我们讨论了对未来理论化的影响,并提出了进一步研究管理、家族企业以及更广泛地探索组织中人类和人工代理的途径。
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来源期刊
CiteScore
11.40
自引率
19.40%
发文量
53
期刊介绍: The Journal of Family Business Strategy takes an international perspective, providing a platform for research that advances our understanding of family businesses. Welcoming submissions across various dimensions, the journal explores the intricate interplay between family dynamics and business operations, contributing new insights to this specialized field.
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