Starvaggi Isabella, Lorenzo-Luaces Lorenzo
Indiana University Bloomington, Bloomington, IN, United States.
JMIR Ment Health. 2025 Apr 1;12:e65356. doi: 10.2196/65356.
Digital mental health interventions (DMHIs) are a promising approach to reducing the public health burden of mental illness. DMHIs are efficacious, can provide evidence-based treatment with few resources, and are highly scalable relative to one-on-one face-to-face psychotherapy. There is potential for DMHIs to substantially reduce unmet treatment needs by circumventing structural barriers to treatment access (eg, cost, geography, and time). However, epidemiological research on perceived barriers to mental health care use demonstrates that attitudinal barriers, such as the lack of perceived need for treatment, are the most common self-reported reasons for not accessing care. Thus, the most important barriers to accessing traditional psychotherapy may also be barriers to accessing DMHIs.
This study aimed to explore whether attitudinal barriers to traditional psychotherapy access might also serve as barriers to DMHI uptake. We explored the relationships between individuals' structural versus attitudinal barriers to accessing psychotherapy and their indicators of potential use of internet-delivered guided self-help (GSH).
We collected survey data from 971 US adults who were recruited online via Prolific and screened for the presence of psychological distress. Participants provided information about demographic characteristics, current symptoms, and the use of psychotherapy in the past year. Those without past-year psychotherapy use (640/971, 65.9%) answered questions about perceived barriers to psychotherapy access, selecting all contributing barriers to not using psychotherapy and a primary barrier. Participants also read detailed information about a GSH intervention. Primary outcomes were participants' self-reported interest in the GSH intervention and self-reported likelihood of using the intervention if offered to them.
Individuals who had used psychotherapy in the past year reported greater interest in GSH than those who had not (odds ratio [OR] 2.38, 95% CI 1.86-3.06; P<.001) and greater self-reported likelihood of using GSH (OR 2.25, 95% CI 1.71-2.96; P<.001). Attitudinal primary barriers (eg, lack of perceived need; 336/640, 52.5%) were more common than structural primary barriers (eg, money or insurance; 244/640, 38.1%). Relative to endorsing a structural primary barrier, endorsing an attitudinal primary barrier was associated with lower interest in GSH (OR 0.44, 95% CI 0.32-0.6; across all 3 barrier types, P<.001) and lower self-reported likelihood of using GSH (OR 0.61, 95% CI 0.43-0.87; P=.045). We found no statistically significant differences in primary study outcomes by race or ethnicity or by income, but income had a statistically significant relationship with primary barrier type (ORs 0.27-3.71; P=.045).
Our findings suggest that attitudinal barriers to traditional psychotherapy use may also serve as barriers to DMHI use, suggesting that disregarding the role of attitudinal barriers may limit the reach of DMHIs. Future research should seek to further understand the relationship between general treatment-seeking attitudes and attitudes about DMHIs to inform the design and marketing of DMHIs.
数字心理健康干预措施(DMHIs)是减轻精神疾病公共卫生负担的一种有前景的方法。DMHIs 是有效的,能够以较少资源提供循证治疗,并且相对于一对一的面对面心理治疗具有高度可扩展性。DMHIs 有可能通过规避治疗获取的结构性障碍(如成本、地理位置和时间)大幅减少未满足的治疗需求。然而,关于心理健康服务使用中感知障碍的流行病学研究表明,态度障碍,如缺乏对治疗的感知需求,是未接受治疗最常见的自我报告原因。因此,获取传统心理治疗的最重要障碍可能也是获取 DMHIs 的障碍。
本研究旨在探讨获取传统心理治疗的态度障碍是否也可能成为采用 DMHIs 的障碍。我们探讨了个体获取心理治疗的结构性与态度性障碍之间的关系,以及他们使用互联网提供的引导式自助(GSH)的潜在指标之间的关系。
我们从 971 名通过 Prolific 在线招募并经心理困扰筛查的美国成年人中收集了调查数据。参与者提供了有关人口统计学特征、当前症状以及过去一年中心理治疗使用情况的信息。那些过去一年未使用心理治疗的人(640/971,65.9%)回答了关于获取心理治疗感知障碍的问题,选择所有导致未使用心理治疗的障碍因素以及一个主要障碍。参与者还阅读了关于 GSH 干预的详细信息。主要结局是参与者自我报告的对 GSH 干预的兴趣以及如果提供该干预自我报告的使用可能性。
过去一年使用过心理治疗的个体对 GSH 的兴趣高于未使用过的个体(优势比[OR]2.38,95%置信区间 1.86 - 3.06;P <.001),且自我报告使用 GSH 的可能性更高(OR 2.25,95%置信区间 1.71 - 2.96;P <.001)。态度性主要障碍(如缺乏感知需求;336/640,52.5%)比结构性主要障碍(如金钱或保险;244/640,38.1%)更常见。相对于认可结构性主要障碍,认可态度性主要障碍与对 GSH 的兴趣较低相关(OR 0.44,95%置信区间 0.32 - 0.6;在所有 3 种障碍类型中,P <.001),且自我报告使用 GSH 的可能性较低(OR 0.61,95%置信区间 0.43 - 0.87;P = 0.045)。我们发现主要研究结局在种族或民族以及收入方面无统计学显著差异,但收入与主要障碍类型存在统计学显著关系(OR 0.27 - 3.71;P = 0.045)。
我们的研究结果表明,传统心理治疗使用中的态度障碍也可能成为 DMHI 使用的障碍,这表明忽视态度障碍的作用可能会限制 DMHIs 的覆盖范围。未来研究应进一步了解一般寻求治疗态度与对 DMHIs 的态度之间的关系,以为 DMHIs 的设计和推广提供信息。