Harding Richard, Lampe Fiona, Molloy Tim, Sherr Lorraine
Cicely Saunders Institute, Department of Palliative Care, Policy & Rehabilitation, King's College London, London, United Kingdom.
J Med Internet Res. 2015 Mar 19;17(3):e57. doi: 10.2196/jmir.3800.
Although the Internet is commonly used to recruit samples in studies of human immunodeficiency virus (HIV)-related risk behaviors, it has not been used to measure patient-reported well-being. As the burden of long-term chronic HIV infection rises, the Internet may offer enormous potential for recruitment to research and interventions.
This study aimed to compare two samples of gay men living with HIV, one recruited via the Web and the other recruited in outpatient settings, in terms of self-reported physical and psychological symptom burden.
The Internet sample was recruited from a UK-wide Web-based survey of gay men with diagnosed HIV. Of these, 154 respondents identified themselves as resident in London and were included in this analysis. The HIV clinic sample was recruited from five HIV outpatient clinics. Of these participants, 400 gay men recruited in London clinics were included in this analysis.
The Web-based sample was younger than the clinic sample (37.3 years, SD 7.0 vs 40.9 years, SD 8.3), more likely to be in paid employment (72.8%, 99/136 vs 60.1%, 227/378), less likely to be on antiretroviral therapy (ART) (58.4%, 90/154 vs 68.0%, 266/391), and had worse mean psychological symptom burden compared to the clinic sample (mean scores: 1.61, SD 1.09 vs 1.36, SD 0.96) but similar physical symptom burden (mean scores: 0.78, SD 0.65 vs 0.70, SD 0.74). In multivariable logistic regression, for the physical symptom burden model, adjusted for age, ethnicity, employment status, and ART use, the recruitment setting (ie, Web-based vs clinic) was not significantly associated with high physical symptom score. The only variable that remained significantly associated with high physical symptom score was employment status, with those in employment being less likely to report being in the upper (worst) physical symptom tertile versus the other two tertiles (adjusted OR 0.41, 95% CI 0.28-0.62, P<.001). For the psychological symptom burden model, those recruited via the Web were significantly more likely to report being in the upper (worst) tertile (adjusted OR 2.20, 95% CI 1.41-3.44, P=.001). In addition, those in employment were less likely to report being in the upper (worst) psychological symptom tertile compared to those not in employment (adjusted OR 0.32, 95% CI 0.21-0.49, P<.001).
Our data have revealed a number of differences. Compared to the clinic sample, the Web-based sample had worse psychological symptom burden, younger average age, higher prevalence of employment, and a lower proportion on ART. For future research, we recommend that Web-based data collection should include the demographic variables that we note differed between samples. In addition, we recognize that each recruitment method may bring inherent sampling bias, with clinic populations differing by geographical location and reflecting those accessing regular medical care, and Web-based sampling recruiting those with greater Internet access and identifying survey materials through specific searches and contact with specific websites.
尽管互联网常用于招募人类免疫缺陷病毒(HIV)相关风险行为研究的样本,但尚未用于衡量患者报告的幸福感。随着长期慢性HIV感染负担的增加,互联网可能为研究招募和干预提供巨大潜力。
本研究旨在比较通过网络招募的和在门诊环境招募的两组感染HIV的男同性恋者样本在自我报告的身体和心理症状负担方面的差异。
网络样本来自一项在英国范围内对已确诊感染HIV的男同性恋者进行的基于网络的调查。其中,154名受访者表明自己居住在伦敦并被纳入本分析。HIV门诊样本来自五个HIV门诊诊所。在这些参与者中,400名在伦敦诊所招募的男同性恋者被纳入本分析。
基于网络的样本比门诊样本更年轻(37.3岁,标准差7.0 vs 40.9岁,标准差8.3),更有可能有带薪工作(72.8%,99/136 vs 60.1%,227/378),接受抗逆转录病毒治疗(ART)的可能性更低(58.4%,90/154 vs 68.0%,266/391),并且与门诊样本相比,其平均心理症状负担更重(平均得分:1.61,标准差1.09 vs 1.36,标准差0.96),但身体症状负担相似(平均得分:0.78,标准差0.65 vs 0.70,标准差0.74)。在多变量逻辑回归中,对于身体症状负担模型,在调整年龄、种族、就业状况和ART使用情况后,招募地点(即基于网络与门诊)与高身体症状得分无显著关联。与高身体症状得分仍显著相关的唯一变量是就业状况,就业者报告处于身体症状最严重三分位数的可能性低于其他两个三分位数(调整后的比值比0.41,95%置信区间0.28 - 0.62,P <.001)。对于心理症状负担模型,通过网络招募的人报告处于最严重三分位数的可能性显著更高(调整后的比值比2.20,95%置信区间1.41 - 3.44,P =.001)。此外,与未就业者相比,就业者报告处于心理症状最严重三分位数的可能性更低(调整后的比值比0.32,95%置信区间0.21 - 0.49,P <.001)。
我们的数据揭示了一些差异。与门诊样本相比,基于网络的样本心理症状负担更重,平均年龄更小,就业患病率更高,接受ART的比例更低。对于未来的研究,我们建议基于网络的数据收集应包括我们注意到的样本间存在差异的人口统计学变量。此外,我们认识到每种招募方法可能都存在固有的抽样偏差,门诊人群因地理位置不同而有所差异,反映的是那些接受常规医疗护理的人群,而基于网络的抽样招募的是那些互联网接入更多且通过特定搜索和与特定网站联系来识别调查材料的人群。