Open Science Reform and Social Science Progress

Matt Grossmann
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Abstract

Social science reform focused on research documenting problems of replication and proposed open science practices. The associated debates have drawn attention to the many biases involved in research and to the misaligned professional incentives that perpetuate them. The reform efforts have made considerable progress quickly, in self-understanding and even in changing research practices. Where it has gone too far in emphasizing experimental methodologies for testing of causal hypotheses, reformers and critics alike have promoted procedures that reflect social science diversity and acknowledge the importance of self-conscious exploratory work. In the process, several social science revolutions have made shared progress more likely: middle-range empiricism has risen over grand theory; open and big data has stimulated new work while enabling cross-checking; new causal identification strategies have enabled observational work to speak to experimental concerns; and the rise of team science has forced us to reconcile theoretical perspectives and build on individual strengths.
开放科学改革与社会科学进步
社会科学改革的重点是研究记录复制问题,并提出开放的科学实践。相关的辩论引起了人们对研究中涉及的许多偏见的关注,以及使这些偏见永久化的错位的职业激励。改革努力在自我认识甚至改变研究实践方面取得了相当大的进展。在强调检验因果假设的实验方法方面走得太远的地方,改革者和批评者都提倡反映社会科学多样性的程序,并承认自我意识探索工作的重要性。在这个过程中,几次社会科学革命使共享进步变得更有可能:中观经验主义已经超越了宏大理论;开放和大数据激发了新的工作,同时也使交叉检验成为可能;新的因果识别策略使观察工作能够说明实验问题;团队科学的兴起迫使我们调和理论观点,建立在个人优势的基础上。
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