Vanderbilt University, Nashville, TN, USA.
Mount Holyoke College, South Hadley, MA, USA.
Sci Rep. 2020 Oct 16;10(1):17536. doi: 10.1038/s41598-020-73466-6.
Clinical trials establish the standard of cancer care, yet the evolution and characteristics of the social dynamics between the people conducting this work remain understudied. We performed a social network analysis of authors publishing chemotherapy-based prospective trials from 1946 to 2018 to understand how social influences, including the role of gender, have influenced the growth and development of this network, which has expanded exponentially from fewer than 50 authors in 1946 to 29,197 in 2018. While 99.4% of authors were directly or indirectly connected by 2018, our results indicate a tendency to predominantly connect with others in the same or similar fields, as well as an increasing disparity in author impact and number of connections. Scale-free effects were evident, with small numbers of individuals having disproportionate impact. Women were under-represented and likelier to have lower impact, shorter productive periods (P < 0.001 for both comparisons), less centrality, and a greater proportion of co-authors in their same subspecialty. The past 30 years were characterized by a trend towards increased authorship by women, with new author parity anticipated in 2032. The network of cancer clinical trialists is best characterized as strategic or mixed-motive, with cooperative and competitive elements influencing its appearance. Network effects such as low centrality, which may limit access to high-profile individuals, likely contribute to the observed disparities.
临床试验确立了癌症治疗的标准,但从事这项工作的人员之间的社会动态的演变和特征仍未得到充分研究。我们对 1946 年至 2018 年间发表基于化疗的前瞻性试验的作者进行了社会网络分析,以了解社会影响(包括性别角色)如何影响这个网络的发展和壮大,该网络从 1946 年的不到 50 名作者扩展到 2018 年的 29197 名作者。虽然到 2018 年,99.4%的作者通过直接或间接的联系相互连接,但我们的研究结果表明,作者们主要倾向于与同领域或类似领域的人联系,并且作者的影响力和联系数量的差距也在不断扩大。无标度网络效应明显,少数人具有不成比例的影响力。女性的代表性不足,影响力也较低(这两种比较均 P < 0.001),其工作时间更短(productive periods)、中心度(centrality)更低,而且合著者中同亚专科的比例更高。过去 30 年的特点是女性作者的比例增加,预计到 2032 年将实现新的作者平等。癌症临床试验研究者网络的最佳特征是策略性或混合动机,合作和竞争因素影响其表现。网络效应,如中心度低,可能会限制与知名人士的联系,这可能是导致观察到的差异的原因之一。