Maynooth University, Maynooth, Co. Kildare, Ireland.
PLoS One. 2024 Jun 11;19(6):e0305162. doi: 10.1371/journal.pone.0305162. eCollection 2024.
Using a multilevel modelling approach to analyse a novel dataset of academic publications at all business schools in 11 European countries, this paper finds that the influence of organisational- and country-level contextual factors on researchers varies considerably based on the type of institution and the development level of the country they are located in. At the organisational-level, we find that greater spatial connectivity-operationalised through proximity to nearby business schools, rail stations, and airports-is positively related to scientific research volume and public dissemination (news mentions). While this result is significant only for high-income countries (above EU-average 2018 GDP per capita), this is likely because the low-income countries (below EU-average 2018 GDP per capita) examined here lack a 'critical mass' of well-connected universities to generate observable agglomeration effects. At the country-level, the results indicate that in high-income countries, less prestigious schools benefit from higher rates of recent international immigration from any foreign country, providing a direct policy pathway for increasing research output for universities that aren't already well-known enough to attract the most talented researchers. In low-income countries, recent immigration rates are even stronger predictors of research performance across all levels of institutional prestige; more open immigration policies would likely benefit research performance in these countries to an even greater extent. Finally, the paper's results show that, in low-income countries, a composite measure of a country's quality of life (including self-rated life satisfaction, health, working hours, and housing overcrowding) is positively related to research outcomes through its interaction with school prestige. This suggests that the lower a country's quality of life, the more researchers are incentivised to produce higher levels of research output. While this may in part reflect the greater disparities inherent in these countries' economic systems, it is noteworthy-and perhaps concerning-that we have observed a negative correlation between country-level quality of life and research performance in low-income countries, which is particularly felt by researchers at less prestigious institutions.
利用一种多层次建模方法,分析了来自 11 个欧洲国家的所有商学院的学术出版物的新数据集,本文发现,组织层面和国家层面的背景因素对研究人员的影响因机构类型和所在国家的发展水平而有很大差异。在组织层面,我们发现,通过靠近附近的商学院、火车站和机场来增加空间连通性,与科学研究数量和公共传播(新闻提及)呈正相关。虽然这一结果仅对高收入国家(高于欧盟 2018 年人均 GDP 平均水平)显著,但这可能是因为这里考察的低收入国家(低于欧盟 2018 年人均 GDP 平均水平)缺乏足够数量的联系紧密的大学来产生可观察的集聚效应。在国家层面,结果表明,在高收入国家,声望较低的学校受益于来自任何外国的近期国际移民的高比例,为那些还没有知名到足以吸引最有才华的研究人员的大学提供了一个增加研究成果的直接政策途径。在低收入国家,近期移民率甚至是所有机构声望水平研究绩效的更强预测指标;更开放的移民政策可能会使这些国家的研究绩效受益更大。最后,本文的结果表明,在低收入国家,一个国家的生活质量的综合指标(包括自我评估的生活满意度、健康、工作时间和住房拥挤)通过与学校声望的相互作用,与研究成果呈正相关。这表明,一个国家的生活质量越低,研究人员就越有动力产生更高水平的研究成果。虽然这可能在一定程度上反映了这些国家经济体系中固有的更大差距,但值得注意的是——也许令人担忧的是——我们观察到,在低收入国家,生活质量与研究绩效之间存在负相关关系,而声望较低的机构的研究人员感受尤为明显。