From Gutenberg to Google: The Internet Is Adopted Earlier If Ancestors Had Advanced Information Technology in 1500 AD

Martin Ljunge
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Abstract

Individuals with ancestry from countries with advanced information technology in 1500 AD, such as movable type and paper, adopt the internet faster than those with less advanced ancestry. The analysis illustrates persistence over five centuries in information technology adoption in European and U.S. populations. The results hold when excluding the most and least advanced ancestries, and when accounting for additional deep roots of development. Historical information technology is a better predictor of internet adoption than current development. A machine learning procedure supports the findings. Human capital is a plausible channel as 1500 AD information technology predicts early 20th century school enrollment, which predicts 21st century internet adoption. A three-stage model including human capital around 1990, yields similar results.
从古腾堡到b谷歌:如果祖先在公元1500年拥有先进的信息技术,互联网就会更早被采用
那些祖先来自公元1500年拥有先进信息技术的国家的人,比如活字印刷术和造纸术,比那些祖先不那么先进的人更快地采用互联网。该分析表明,在欧洲和美国,信息技术的采用持续了五个世纪。当排除最先进和最不先进的祖先,并考虑到发展的其他深层根源时,结果仍然成立。历史上的信息技术比当前的发展更能预测互联网的采用。机器学习程序支持这些发现。人力资本是一个合理的渠道,因为公元1500年的信息技术预测了20世纪初的入学率,而入学率预测了21世纪互联网的采用。一个包括1990年左右人力资本在内的三阶段模型得出了类似的结果。
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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