Horizon Centre for Doctoral Training, School of Computer Science, University of Nottingham, Nottingham, United Kingdom.
Mixed Reality Lab, School of Computer Science, University of Nottingham, Nottingham, United Kingdom.
J Med Internet Res. 2022 Oct 14;24(10):e40558. doi: 10.2196/40558.
Digital contact tracing (DCT) apps have been implemented as a response to the COVID-19 pandemic. Research has focused on understanding acceptance and adoption of these apps, but more work is needed to understand the factors that may contribute to their sustained use. This is key to public health because DCT apps require a high uptake rate to decrease the transmission of the virus within the general population.
This study aimed to understand changes in the use of the National Health Service Test & Trace (T&T) COVID-19 DCT app and explore how public trust in the app evolved over a 1-year period.
We conducted a longitudinal mixed methods study consisting of a digital survey in December 2020 followed by another digital survey and interview in November 2021, in which responses from 9 participants were explored in detail. Thematic analysis was used to analyze the interview transcripts. This paper focuses on the thematic analysis to unpack the reasoning behind participants' answers.
In this paper, 5 themes generated through thematic analysis are discussed: flaws in the T&T app, usefulness and functionality affecting trust in the app, low trust in the UK government, varying degrees of trust in other stakeholders, and public consciousness and compliance dropping over time. Mistrust evolved from participants experiencing sociotechnical flaws in the app and led to concerns about the app's usefulness. Similarly, mistrust in the government was linked to perceived poor pandemic handling and the creation and procurement of the app. However, more variability in trust in other stakeholders was highlighted depending on perceived competence and intentions. For example, Big Tech companies (ie, Apple and Google), large hospitality venues, and private contractors were seen as more capable, but participants mistrust their intentions, and small hospitality venues, local councils, and the National Health Service (ie, public health system) were seen as well-intentioned but there is mistrust in their ability to handle pandemic matters. Participants reported complying, or not, with T&T and pandemic guidance to different degrees but, overall, observed a drop in compliance over time.
These findings contribute to the wider implications of changes in DCT app use over time for public health. Findings suggest that trust in the wider T&T app ecosystem could be linked to changes in the use of the app; however, further empirical and theoretical work needs to be done to generalize the results because of the small, homogeneous sample. Initial novelty effects occurred with the app, which lessened over time as public concern and media representation of the pandemic decreased and normalization occurred. Trust in the sociotechnical capabilities of the app, stakeholders involved, and salience maintenance of the T&T app in conjunction with other measures are needed for sustained use.
数字接触者追踪(DCT)应用程序已作为对 COVID-19 大流行的应对措施而实施。研究的重点是了解这些应用程序的接受和采用情况,但需要做更多的工作来了解可能有助于其持续使用的因素。这对于公共卫生至关重要,因为 DCT 应用程序需要高采用率才能降低普通人群中病毒的传播。
本研究旨在了解在一年内,国民保健署测试和追踪(T&T)COVID-19 DCT 应用程序使用情况的变化,并探讨公众对该应用程序的信任度如何演变。
我们进行了一项纵向混合方法研究,包括 2020 年 12 月的一项数字调查,随后在 2021 年 11 月进行了另一项数字调查和访谈,对 9 名参与者的详细回复进行了探索。采用主题分析对访谈记录进行分析。本文重点对主题分析进行了解剖,以揭示参与者答案背后的推理。
本文讨论了通过主题分析生成的 5 个主题:T&T 应用程序中的缺陷、对应用程序的信任度影响有用性和功能、对英国政府的低信任度、对其他利益相关者的信任度存在差异,以及公众意识和合规性随时间推移而下降。参与者在应用程序中体验到社会技术缺陷后,不信任感逐渐演变,并对应用程序的有用性产生担忧。同样,对政府的不信任与对大流行的处理不善以及应用程序的创建和采购有关。然而,根据感知能力和意图,对其他利益相关者的信任度差异更大。例如,大型科技公司(即苹果和谷歌)、大型酒店场所和私人承包商被认为更有能力,但参与者怀疑他们的意图,而小型酒店场所、地方议会和国民保健署(即公共卫生系统)被认为意图良好,但对他们处理大流行事务的能力缺乏信任。参与者报告说,他们遵守或不遵守 T&T 和大流行指导的程度不同,但总体而言,随着时间的推移,观察到合规性下降。
这些发现有助于更广泛地了解随着时间的推移,DCT 应用程序使用情况的变化对公共卫生的影响。研究结果表明,对更广泛的 T&T 应用程序生态系统的信任可能与应用程序使用情况的变化有关;但是,由于样本规模小且同质性强,需要进行更多的实证和理论工作来推广研究结果。该应用程序最初出现了新颖性效应,随着公众对大流行的关注和媒体对大流行的报道减少以及正常化的发生,这些效应逐渐减弱。需要维持对应用程序的社会技术能力、利益相关者的信任以及 T&T 应用程序的显著度,以及其他措施,以实现持续使用。