论文标题
绘制科学的慈善支持
Mapping Philanthropic Support of Science
论文作者
论文摘要
尽管在过去十年中,对科学的慈善支持有所增加,但关于特征的模式以及推动其分布的机制的定量知识有限。在这里,我们根据685,397个非营利组织的IRS税收表格将慈善资金映射到大学和研究机构。我们确定了将近一百万的赠款,这些赠款支持参与科学和高等教育的机构,发现在数量和范围中,慈善资金已增长,与联邦研究资金相媲美。然而,与政府支持不同的是,慈善资助者倾向于在本地集中精力,这表明卓越研究的标准在资助决策中起着重要作用。我们还显示了坚持不懈的证据,即,一旦开始建立赠款的关系,它就会及时持续。最后,我们利用支持者和接收者的双方网络来帮助我们证明基本网络在预见未来的筹集资料之间的预测能力。开发的工具集可以向组织提供资金建议,并帮助资助者多样化其投资组合。我们讨论了我们发现对慈善资助者,个人研究人员的政策影响以及对慈善事业的定量理解。
While philanthropic support for science has increased in the past decade, there is limited quantitative knowledge about the patterns that characterize it and the mechanisms that drive its distribution. Here, we map philanthropic funding to universities and research institutions based on IRS tax forms from 685,397 non-profit organizations. We identify nearly one million grants supporting institutions involved in science and higher education, finding that in volume and scope, philanthropic funding has grown to become comparable to federal research funding. Yet, distinct from government support, philanthropic funders tend to focus locally, indicating that criteria beyond research excellence play an important role in funding decisions. We also show evidence of persistence, i.e., once a grant-giving relationship begins, it tends to continue in time. Finally, we leverage the bipartite network of supporters and recipients to help us demonstrate the predictive power of the underlying network in foreseeing future funder-recipient relationships. The developed toolset could offer funding recommendations to organizations and help funders diversify their portfolio. We discuss the policy implications of our findings for philanthropic funders, individual researchers, and quantitative understanding of philanthropy.