Yang Xin, Parton Jason, Lewis Dwight, Yang Ning, Hudnall Matthew
Institute of Business Analytics, The University of Alabama, Tuscaloosa, AL, United States.
Department of Information Systems, Statistics, and Management Science, The University of Alabama, Tuscaloosa, AL, United States.
J Med Internet Res. 2020 Jan 29;22(1):e16713. doi: 10.2196/16713.
Patients' withholding information from doctors can undermine medical treatment, create barriers for appropriate diagnoses, and increase systemic cost in health care systems. To date, there is limited literature detailing the association between trends of patients withholding information behavior (WIB) and the patient-physician relationship (PPR).
The aim of this study was to explore the prevalence trend of WIB after 2011 and examine the effects of PPR on WIB and its time trend.
A total of 5 iterations of data from the Health Information National Trends Survey (years: 2011-2018; n=11,954) were used to explore curvilinear trends of WIB among the US population. Multiple logistic regression models were used to examine curvilinear time trends of WIB, effects of PPR on WIB, and moderation effects of PPR on the WIB time trend.
The WIB prevalence has an increasing trend before 2014, which has the highest rate of 13.57%, and then it decreases after 2014 to 8.65%. The trend of WIB is curvilinear as the quadratic term in logistic regression model was statistically significant (P=.04; beta=-.022; SE=0.011; odds ratio [OR] 0.978, 95% CI 0.957-0.999). PPR is reversely associated with WIB (P<.001; beta=-.462; SE=0.097; OR 0.630, 95% CI 0.518-0.766) and has a significant moderation effect on time trends (P=.02; beta=-.06; SE=0.025; OR 0.941, 95% CI 0.896-0.989). In general, poor quality of PPR not only significantly increased the WIB probability but also postponed the change of point for WIB curvilinear trend.
Findings suggest that the time trend of WIB between 2011 and 2018 is curvilinear and moderated by the quality of the PPR. Given these results, providers may reduce WIB by improving PPR. More research is needed to confirm these findings.
患者向医生隐瞒信息会破坏医疗治疗,为准确诊断造成障碍,并增加医疗保健系统的整体成本。迄今为止,详细阐述患者隐瞒信息行为(WIB)趋势与医患关系(PPR)之间关联的文献有限。
本研究的目的是探讨2011年后WIB的流行趋势,并检验PPR对WIB及其时间趋势的影响。
使用来自健康信息国家趋势调查的5轮数据(年份:2011 - 2018;n = 11,954)来探索美国人群中WIB的曲线趋势。使用多个逻辑回归模型来检验WIB的曲线时间趋势、PPR对WIB的影响以及PPR对WIB时间趋势的调节作用。
WIB患病率在2014年之前呈上升趋势,最高发生率为13.57%,2014年之后下降至8.65%。WIB趋势呈曲线,因为逻辑回归模型中的二次项具有统计学意义(P = 0.04;β = -0.022;SE = 0.011;比值比[OR] 0.978,95% CI 0.957 - 0.999)。PPR与WIB呈负相关(P < 0.001;β = -0.462;SE = 0.097;OR 0.630,95% CI 0.518 - 0.766),并且对时间趋势具有显著的调节作用(P = 0.02;β = -0.06;SE = 0.025;OR 0.941,95% CI 0.896 - 0.989)。总体而言,PPR质量差不仅显著增加了WIB的概率,还推迟了WIB曲线趋势的转折点变化。
研究结果表明,2011年至2018年间WIB的时间趋势呈曲线,且受PPR质量的调节。鉴于这些结果,医疗服务提供者可以通过改善PPR来减少WIB。需要更多研究来证实这些发现。