患有长期疾病的人群在线社区如何运作与演变:对英国哮喘与英国肺脏基金会在线社区的结构和动态的网络分析
How Online Communities of People With Long-Term Conditions Function and Evolve: Network Analysis of the Structure and Dynamics of the Asthma UK and British Lung Foundation Online Communities.
作者信息
Joglekar Sagar, Sastry Nishanth, Coulson Neil S, Taylor Stephanie Jc, Patel Anita, Duschinsky Robbie, Anand Amrutha, Jameson Evans Matt, Griffiths Chris J, Sheikh Aziz, Panzarasa Pietro, De Simoni Anna
机构信息
Department of Informatics, King's College London, London, United Kingdom.
School of Medicine, University of Nottingham, Nottingham, United Kingdom.
出版信息
J Med Internet Res. 2018 Jul 11;20(7):e238. doi: 10.2196/jmir.9952.
BACKGROUND
Self-management support can improve health and reduce health care utilization by people with long-term conditions. Online communities for people with long-term conditions have the potential to influence health, usage of health care resources, and facilitate illness self-management. Only recently, however, has evidence been reported on how such communities function and evolve, and how they support self-management of long-term conditions in practice.
OBJECTIVE
The aim of this study is to gain a better understanding of the mechanisms underlying online self-management support systems by analyzing the structure and dynamics of the networks connecting users who write posts over time.
METHODS
We conducted a longitudinal network analysis of anonymized data from 2 patients' online communities from the United Kingdom: the Asthma UK and the British Lung Foundation (BLF) communities in 2006-2016 and 2012-2016, respectively.
RESULTS
The number of users and activity grew steadily over time, reaching 3345 users and 32,780 posts in the Asthma UK community, and 19,837 users and 875,151 posts in the BLF community. People who wrote posts in the Asthma UK forum tended to write at an interval of 1-20 days and six months, while those in the BLF community wrote at an interval of two days. In both communities, most pairs of users could reach one another either directly or indirectly through other users. Those who wrote a disproportionally large number of posts (the superusers) represented 1% of the overall population of both Asthma UK and BLF communities and accounted for 32% and 49% of the posts, respectively. Sensitivity analysis showed that the removal of superusers would cause the communities to collapse. Thus, interactions were held together by very few superusers, who posted frequently and regularly, 65% of them at least every 1.7 days in the BLF community and 70% every 3.1 days in the Asthma UK community. Their posting activity indirectly facilitated tie formation between other users. Superusers were a constantly available resource, with a mean of 80 and 20 superusers active at any one time in the BLF and Asthma UK communities, respectively. Over time, the more active users became, the more likely they were to reply to other users' posts rather than to write new ones, shifting from a help-seeking to a help-giving role. This might suggest that superusers were more likely to provide than to seek advice.
CONCLUSIONS
In this study, we uncover key structural properties related to the way users interact and sustain online health communities. Superusers' engagement plays a fundamental sustaining role and deserves research attention. Further studies are needed to explore network determinants of the effectiveness of online engagement concerning health-related outcomes. In resource-constrained health care systems, scaling up online communities may offer a potentially accessible, wide-reaching and cost-effective intervention facilitating greater levels of self-management.
背景
自我管理支持可以改善健康状况,并减少慢性病患者的医疗保健利用率。慢性病患者的在线社区有潜力影响健康、医疗资源的使用,并促进疾病自我管理。然而,直到最近才有关于此类社区如何运作和发展,以及它们在实践中如何支持慢性病自我管理的证据报道。
目的
本研究的目的是通过分析随着时间推移撰写帖子的用户之间的网络结构和动态,更好地理解在线自我管理支持系统的潜在机制。
方法
我们对来自英国两个患者在线社区的匿名数据进行了纵向网络分析:分别是2006 - 2016年的英国哮喘协会(Asthma UK)社区和2012 - 2016年的英国肺部基金会(British Lung Foundation,BLF)社区。
结果
用户数量和活动随着时间稳步增长,英国哮喘协会社区有3345名用户和32780篇帖子,英国肺部基金会社区有19837名用户和875151篇帖子。在英国哮喘协会论坛撰写帖子的人倾向于每隔1 - 20天以及六个月撰写一次,而在英国肺部基金会社区的人每隔两天撰写一次。在两个社区中,大多数用户对彼此都能直接或通过其他用户间接联系。那些撰写帖子数量极多的用户(超级用户)占英国哮喘协会和英国肺部基金会社区总人口的1%,分别占帖子总数的32%和49%。敏感性分析表明,移除超级用户会导致社区崩溃。因此,互动是由极少数超级用户维系在一起的,他们频繁且定期地发帖,在英国肺部基金会社区中65%的超级用户至少每1.7天发帖一次,在英国哮喘协会社区中70%的超级用户每3.1天发帖一次。他们的发帖活动间接促进了其他用户之间的联系形成。超级用户是随时可用的资源,在英国肺部基金会和英国哮喘协会社区中,平均每次分别有80名和20名超级用户活跃。随着时间的推移,用户越活跃,他们就越有可能回复其他用户的帖子而不是撰写新帖,从求助角色转变为提供帮助的角色。这可能表明超级用户更倾向于提供建议而非寻求建议。
结论
在本研究中,我们揭示了与用户互动方式以及维持在线健康社区相关的关键结构特性。超级用户的参与起着根本性的维系作用,值得研究关注。需要进一步研究来探索与健康相关结果的在线参与有效性的网络决定因素。在资源有限的医疗保健系统中,扩大在线社区规模可能提供一种潜在可及、覆盖面广且具有成本效益的干预措施,促进更高水平的自我管理。