Campos-Castillo Celeste, Tamla Rai Vijaya, Laestadius Linnea I
Department of Media and Information, Michigan State University, East Lansing, MI, United States.
Department of Sociology and Anthropology, Montana State University, Bozeman, MT, United States.
JMIR Form Res. 2024 Aug 5;8:e55759. doi: 10.2196/55759.
Despite several theories suggesting online learning during the COVID-19 pandemic would aggravate ethnoracial disparities in mental health among adolescents, extant findings suggest no ethnoracial differences in mental health or that those from minoritized ethnoracial groups reported better mental health than their White counterparts.
This study aimed to identify why findings from prior studies appear to not support that ethnoracial disparities in mental health were aggravated by testing 2 pathways. In pathway 1 pathway, online learning was associated with reporting fewer confidants, which in turn was associated with poorer mental health. In pathway 2, online learning was associated with reporting better sleep, which in turn was associated with better mental health.
We analyzed survey data from a US sample (N=540) of 13- to 17-year-olds to estimate how school modality was associated with mental health via the 2 pathways. The sample was recruited from the AmeriSpeak Teen Panel during spring of 2021, with an oversample of Black and Latino respondents. Ethnoracial categories were Black, Latino, White, and other. Mental health was measured with the 4-item Patient Health Questionnaire, which assesses self-reported frequency of experiencing symptoms consistent with anxiety and depression. School modality was recorded as either fully online or with some in-person component (fully in-person or hybrid). We recorded self-reports of the number of confidants and quality of sleep. Covariates included additional demographics and access to high-speed internet. We estimated bivariate associations between ethnoracial group membership and both school modality and mental health. To test the pathways, we estimated a path model.
Black and Latino respondents were more likely to report being in fully online learning than their White counterparts (P<.001). Respondents in fully online learning reported fewer confidants than those with any in-person learning component (β=-.403; P=.001), and reporting fewer confidants was associated with an increased likelihood of reporting symptoms consistent with anxiety (β=-.121; P=.01) and depression (β=-.197; P<.001). Fully online learning respondents also reported fewer concerns of insufficient sleep than their in-person learning counterparts (β=-.162; P=.006), and reporting fewer concerns was associated with a decreased likelihood of reporting symptoms consistent with anxiety (β=.601; P<.001) and depression (β=.588; P<.001). Because of these countervailing pathways, the total effect of membership in a minoritized ethnoracial group on mental health was nonsignificant.
The findings compel more nuanced discussions about the consequences of online learning and theorizing about the pandemic's impact on minoritized ethnoracial groups. While online learning may be a detriment to social connections, it appears to benefit sleep. Interventions should foster social connections in online learning and improve sleep, such as implementing policies to enable later start times for classes. Future research should incorporate administrative data about school modality, rather than relying on self-reports.
尽管有几种理论表明,在新冠疫情期间进行在线学习会加剧青少年心理健康方面的种族差异,但现有研究结果表明,心理健康方面不存在种族差异,或者少数族裔群体的心理健康状况比白人同龄人更好。
本研究旨在通过测试两条途径,确定为何先前研究的结果似乎不支持心理健康方面的种族差异因在线学习而加剧这一观点。在途径1中,在线学习与报告的知己较少相关,而这反过来又与较差的心理健康相关。在途径2中,在线学习与报告的睡眠较好相关,而这反过来又与较好的心理健康相关。
我们分析了来自美国13至17岁青少年样本(N = 540)的调查数据,以估计学校授课方式如何通过这两条途径与心理健康相关。该样本于2021年春季从美国民意调查青少年小组中招募,其中黑人和拉丁裔受访者为超样本。种族类别包括黑人、拉丁裔、白人及其他。心理健康通过4项患者健康问卷进行测量,该问卷评估自我报告的与焦虑和抑郁相符症状的出现频率。学校授课方式记录为完全在线或有一些面授部分(完全面授或混合式)。我们记录了知己数量和睡眠质量的自我报告。协变量包括其他人口统计学特征和高速互联网接入情况。我们估计了种族群体成员身份与学校授课方式及心理健康之间的双变量关联。为了测试这些途径,我们估计了一个路径模型。
黑人和拉丁裔受访者比白人受访者更有可能报告处于完全在线学习状态(P <.001)。完全在线学习的受访者报告的知己比有任何面授部分的受访者少(β = -.403;P =.001),而知己较少与报告与焦虑相符症状(β = -.121;P =.01)和抑郁相符症状(β = -.197;P <.001)的可能性增加相关。完全在线学习的受访者报告的睡眠不足担忧也比面授学习的受访者少(β = -.162;P =.006),担忧较少与报告与焦虑相符症状(β =.601;P <.001)和抑郁相符症状(β =.588;P <.001)的可能性降低相关。由于这些相互抵消的途径,少数族裔群体成员身份对心理健康的总体影响不显著。
这些发现促使人们对在线学习的后果以及疫情对少数族裔群体的影响进行更细致入微的讨论。虽然在线学习可能对社会联系不利,但它似乎对睡眠有益。干预措施应在在线学习中促进社会联系并改善睡眠,例如实施政策以使上课时间更晚开始。未来的研究应纳入有关学校授课方式的行政数据,而不是依赖自我报告。