Section of Epidemiology, Department of Public Health, University of Copenhagen, Denmark.
Section of Biostatistics, Department of Public Health, University of Copenhagen, Denmark.
Sleep. 2024 Jun 13;47(6). doi: 10.1093/sleep/zsae024.
Nighttime smartphone use is an increasing public health concern. We investigated whether nighttime smartphone use is associated with general health and primary healthcare utilization.
Four thousand five hundred and twenty individuals (age 35.6 ± 9.7 years, 35% male) provided self-reported information on smartphone use frequency, symptoms of depression, and general health (one-item perceived health and cross-symptom composite score). A subset of the study sample (n = 3221) tracked their nighttime smartphone use. Primary healthcare utilization, i.e. the number of weeks in which at least one service from the patient's general practitioner (GP) was billed in 2020, was extracted from Danish population registries. Statistical analysis comprised logistic and multiple linear regression, controlling for sociodemographics.
Three hundred and nineteen individuals (7%) reported using their smartphone almost every night or more. More frequent self-reported nighttime smartphone use was associated with poor general health across all measures. Using the smartphone almost every night or more was associated with 2.8 [95% CI: 1.9, 4.1] fold higher odds of reporting poor health and with an average of 1.4 [95% CI: 0.7, 2.1] additional GP utilizations per year compared to no use. Associations were also found for the cross-symptom composite score across all symptoms. Further adjustment for symptoms of depression attenuated some associations. Smartphone use towards the end of the sleep period (sleep-offset use) was associated with poorer self-reported general health, but not with healthcare utilization.
Nighttime smartphone use frequency is associated with poor general health and healthcare utilization. Further studies should investigate the underlying causal structure and nighttime smartphone use as a transdiagnostic intervention target.
夜间使用智能手机是一个日益严重的公共卫生问题。我们研究了夜间使用智能手机是否与整体健康和初级保健利用有关。
4520 名个体(年龄 35.6±9.7 岁,35%为男性)提供了关于智能手机使用频率、抑郁症状和整体健康(一个项目感知健康和交叉症状综合评分)的自我报告信息。研究样本的一部分(n=3221)跟踪了他们夜间使用智能手机的情况。初级保健利用率,即 2020 年至少有一次从患者的全科医生(GP)那里获得服务的周数,从丹麦人口登记处提取。统计分析包括逻辑斯蒂和多元线性回归,控制了社会人口统计学因素。
319 名个体(7%)报告几乎每晚或更频繁地使用智能手机。报告的夜间智能手机使用频率越高,所有衡量标准的整体健康状况越差。与不使用智能手机相比,几乎每晚或更频繁地使用智能手机与报告健康状况不佳的几率增加 2.8 倍(95%CI:1.9,4.1),与每年平均增加 1.4 次(95%CI:0.7,2.1)的 GP 就诊次数有关。所有症状的交叉症状综合评分也存在关联。进一步调整抑郁症状后,一些关联减弱。睡眠结束时(睡眠偏移使用)的智能手机使用与自我报告的整体健康状况较差有关,但与医疗保健利用率无关。
夜间智能手机使用频率与整体健康状况和医疗保健利用率有关。进一步的研究应该调查潜在的因果结构和夜间智能手机使用作为一种跨诊断干预目标。