Big data and related technologies are radically altering our society. In a similar way, these approaches can transform the psychological sciences. The goal of this commentary is to motivate psychologists to embrace big data science for the betterment of the field. Big data sources, algorithmic methods, and a culture that embraces prediction has the potential to advance our science, improve the robustness and replicability of our research, and allow us to focus more centrally on actual behaviors. We highlight these key transformations, acknowledge criticisms of big data approaches, and emphasize specific ways psychologists can contribute to the big data science revolution.

中文翻译：

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大数据科学如何改变心理科学？

大数据和相关技术正在从根本上改变我们的社会。以类似的方式，这些方法可以改变心理科学。这篇评论的目的是激励心理学家拥抱大数据科学，以改善该领域。大数据源、算法方法和包含预测的文化有可能推动我们的科学发展，提高我们研究的稳健性和可复制性，并使我们能够更集中地关注实际行为。我们强调这些关键转变，承认对大数据方法的批评，并强调心理学家可以为大数据科学革命做出贡献的具体方式。