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公众对虚拟现实在医疗保健中应用的认知:一项使用脸书的社交媒体内容分析

Public Perceptions Regarding Use of Virtual Reality in Health Care: A Social Media Content Analysis Using Facebook.

作者信息

Keller Michelle Sophie, Park Hannah J, Cunningham Maria Elena, Fouladian Joshua Eleazar, Chen Michelle, Spiegel Brennan Mason Ross

机构信息

Cedars-Sinai Center for Outcomes Research and Education, Cedars-Sinai Medical Center, Los Angeles, CA, United States.

Division of Informatics, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, United States.

出版信息

J Med Internet Res. 2017 Dec 19;19(12):e419. doi: 10.2196/jmir.7467.

Abstract

BACKGROUND

Virtual reality (VR) technology provides an immersive environment that enables users to have modified experiences of reality. VR is increasingly used to manage patients with pain, disability, obesity, neurologic dysfunction, anxiety, and depression. However, public opinion regarding the use of VR in health care has not been explored. Understanding public opinion of VR is critical to ensuring effective implementation of this emerging technology.

OBJECTIVE

This study aimed to examine public opinion about health care VR using social listening, a method that allows for the exploration of unfiltered views of topics discussed on social media and online forums.

METHODS

In March 2016, NBC News produced a video depicting the use of VR for patient care. The video was repackaged by NowThis, a social media news website, and distributed on Facebook by Upworthy, a news aggregator, yielding 4.3 million views and 2401 comments. We used Microsoft Excel Power Query and ATLAS.ti software (version 7.5, Scientific Software Development) to analyze the comments using content analysis and categorized the comments around first-, second-, and third-order concepts. We determined self-identified gender from the user's Facebook page and performed sentiment analysis of the language to analyze whether the perception of VR differed by gender using a Pearson's chi-square test.

RESULTS

Out of the 1614 analyzable comments, 1021 (63.26%) were attributed to female Facebook users, 572 (35.44%) to male users, and 21 (1.30%) to users of unknown gender. There were 1197 comments coded as expressing a positive perception about VR (74.16%), 251 coded as expressing a negative perception and/or concern (15.56%), and 560 coded as neutral (34.70%). Informants identified 20 use cases for VR in health care, including the use of VR for pain and stress reduction; bed-bound individuals; women during labor; and patients undergoing chemotherapy, dialysis, radiation, or imaging procedures. Negative comments expressed concerns about radiation, infection risk, motion sickness, and the ubiquity of and overall dependence on technology. There was a statistically significant association between the language valence of the Facebook post and the gender of the Facebook user; men were more likely to post negative perceptions about the use of VR for health care, whereas women were more likely to post positive perceptions (P<.001).

CONCLUSIONS

Most informants expressed positive perceptions about the use of VR in a wide range of health care settings. However, many expressed concerns that should be acknowledged and addressed as health care VR continues to evolve. Our results provide guidance in determining where further research on the use of VR in patient care is needed, and offer a formal opportunity for public opinion to shape the VR research agenda.

摘要

背景

虚拟现实(VR)技术提供了一种沉浸式环境,能让用户拥有对现实的改变体验。VR越来越多地用于管理疼痛、残疾、肥胖、神经功能障碍、焦虑和抑郁患者。然而,关于在医疗保健中使用VR的公众意见尚未得到探讨。了解公众对VR的看法对于确保这项新兴技术的有效实施至关重要。

目的

本研究旨在使用社会倾听方法来检查公众对医疗保健VR的看法,该方法允许探索在社交媒体和在线论坛上讨论的主题的未经过滤的观点。

方法

2016年3月,美国全国广播公司新闻台制作了一段描述VR用于患者护理的视频。该视频由社交媒体新闻网站NowThis重新包装,并由新闻聚合器Upworthy在脸书上发布,获得了430万次观看和2401条评论。我们使用微软Excel Power Query和ATLAS.ti软件(版本7.5,科学软件开发公司)通过内容分析来分析这些评论,并围绕一阶、二阶和三阶概念对评论进行分类。我们从用户的脸书页面确定自我识别的性别,并对语言进行情感分析,以使用Pearson卡方检验分析对VR的看法是否因性别而异。

结果

在1614条可分析的评论中,1021条(63.26%)来自脸书女性用户,572条(35.44%)来自男性用户,21条(1.30%)来自性别不明的用户。有1197条评论被编码为表达对VR的积极看法(74.16%),251条被编码为表达负面看法和/或担忧(15.56%),560条被编码为中性(34.70%)。受访者确定了VR在医疗保健中的20个用例,包括使用VR减轻疼痛和压力;卧床不起的个体;分娩中的女性;以及接受化疗、透析、放疗或成像检查的患者。负面评论表达了对辐射、感染风险、晕动病以及技术的无处不在和总体依赖的担忧。脸书帖子的语言效价与脸书用户的性别之间存在统计学上的显著关联;男性更有可能发布对VR用于医疗保健的负面看法,而女性更有可能发布积极看法(P<0.001)。

结论

大多数受访者对在广泛的医疗保健环境中使用VR表达了积极看法。然而,许多人表达了一些担忧,随着医疗保健VR的不断发展,这些担忧应该得到承认和解决。我们的结果为确定在患者护理中使用VR的进一步研究方向提供了指导,并为公众意见塑造VR研究议程提供了一个正式机会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1784/5750416/e5e775cb8b61/jmir_v19i12e419_fig1.jpg

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