Merolli Mark, Gray Kathleen, Martin-Sanchez Fernando
Health and Biomedical Informatics Centre, The University of Melbourne, Melbourne, Australia.
J Med Internet Res. 2014 Dec 22;16(12):e284. doi: 10.2196/jmir.3494.
Research continues to present tenuous suggestions that social media is well suited to enhance management of chronic disease and improve health outcomes. Various studies have presented qualitative reports of health outcomes from social media use and have examined discourse and communication themes occurring through different social media. However, there is an absence of published studies examining and unpacking the underlying therapeutic mechanisms driving social media's effects.
This paper presents a qualitative analysis thoroughly describing what social media therapeutically affords people living with chronic pain who are self-managing their condition. From this therapeutic affordance perspective, we aim to formulate a preliminary conceptual model aimed at better understanding "how" social media can influence patient outcomes.
In total, 218 people with chronic pain (PWCP) completed an online survey, investigating patient-reported outcomes (PROs) from social media use. Supplementary to quantitative data collected, participants were also given the opportunity to provide further open commentary regarding their use of social media as part of chronic pain management; 68/218 unique users (31.2%) chose to provide these free-text responses. Through thematic content analysis, 117 free-text responses regarding 10 types of social media were coded. Quotes were extracted and tabulated based on therapeutic affordances that we had previously identified. Inductive analysis was then performed to code defining language and emergent themes central to describing each affordance. Three investigators examined the responses, developed the coding scheme, and applied the coding to the data.
We extracted 155 quotes from 117 free-text responses. The largest source of quotes came from social network site users (78/155, 50.3%). Analysis of component language used to describe the aforementioned affordances and emergent themes resulted in a final revision and renaming of therapeutic affordances: "exploration" (52/155, 33.5% of quotes), "connection" (50/155, 32.3% of quotes), "narration" (33/155, 21.3% of quotes), "adaptation" (13/155, 8.4% of quotes), and "self-presentation" (7/155, 4.5% of quotes). Of the most described affordances, "exploration" was based on a propensity for participants to explain their social media use for information seeking purposes. "Connection" placed greater emphasis on interaction, highlighting themes of "exchanging information" and "mitigating isolation". Responses regarding "narration" highlighted the value of shared experiences and the emotionally cathartic role this plays.
Much of the efficacy of social media may be explicable via a closer examination of therapeutic affordances. Particular areas that warrant attention include social media's ability to filter and guide people to useful information, connect individuals, and share experiences. Further research into a variety of chronic conditions is warranted. Coupled with the results of the present study, a greater theoretical basis detailing how social media may foster health outcomes may lead to an improved evidence base for conducting research and may inform recommendations for social media use in chronic disease management.
研究不断提出一些不太确凿的观点,认为社交媒体非常适合加强慢性病管理并改善健康状况。各项研究呈现了使用社交媒体的健康状况的定性报告,并研究了通过不同社交媒体出现的话语和交流主题。然而,目前缺乏已发表的研究来审视和剖析推动社交媒体产生效果的潜在治疗机制。
本文进行了定性分析,全面描述社交媒体为自我管理慢性病的慢性疼痛患者提供了怎样的治疗作用。从这种治疗作用的角度出发,我们旨在构建一个初步的概念模型,以更好地理解社交媒体“如何”影响患者的健康状况。
共有218名慢性疼痛患者完成了一项在线调查,调查了社交媒体使用的患者报告结局(PROs)。在收集定量数据的补充部分,参与者也有机会就其使用社交媒体作为慢性疼痛管理一部分的情况提供进一步的开放式评论;218名独立用户中有68名(31.2%)选择提供这些自由文本回复。通过主题内容分析,对关于10种社交媒体的117条自由文本回复进行了编码。根据我们之前确定的治疗作用提取了引语并制成表格。然后进行归纳分析,对描述每种作用的定义性语言和新出现的主题进行编码。三名研究人员检查了回复,制定了编码方案,并将编码应用于数据。
我们从117条自由文本回复中提取了155条引语。引语的最大来源是社交网站用户(78/155,50.3%)。对用于描述上述作用和新出现主题的成分语言进行分析后,对治疗作用进行了最终修订和重新命名:“探索”(52/155,占引语的33.5%)、“连接”(50/155,占引语的32.3%)、“叙述”(33/155,占引语的21.3%)、“适应”(13/155,占引语的8.4%)和“自我呈现”(7/155,占引语的4.5%)。在描述最多的作用中,“探索”基于参与者为寻求信息而解释其社交媒体使用情况的倾向。“连接”更加强调互动,突出了“交换信息”和“减轻孤独感”的主题。关于“叙述”的回复强调了分享经历的价值以及其在情感宣泄方面的作用。
通过更仔细地审视治疗作用,社交媒体的许多功效可能是可以解释清楚的。值得关注的特定领域包括社交媒体筛选和引导人们获取有用信息、连接个体以及分享经历的能力。有必要对各种慢性病进行进一步研究。结合本研究的结果,一个更详细阐述社交媒体如何促进健康状况的更大理论基础,可能会导致研究证据基础得到改善,并为慢性病管理中社交媒体的使用提供建议。