Department of Biostatistics.
From the Division of Emergency Medicine, Children's Hospital of Philadelphia, Philadelphia, PA.
Pediatr Emerg Care. 2023 Jul 1;39(7):488-494. doi: 10.1097/PEC.0000000000002870. Epub 2022 Nov 3.
The aims of this study were to determine the incentivization strategy that maximizes patient adherence to report symptoms and activity via ecological momentary assessment (EMA) after pediatric concussion, and assess the feasibility of tracking concussed youth using EMA from the emergency department (ED) setting.
This study was a randomized controlled trial of participants ages 13 to 18 years with concussion presenting to an urban, academic pediatric ED within 5 days of injury. Participants were randomized to 1 of 4 incentive arms: 2 dynamic (loss-based and streak) and 2 control flat-rate (monetary and electronic device). Participants reported symptoms 3 times per day and cognitive activity once each evening for 3 weeks. Physical activity (step count) and sleep were monitored using a Fitbit (kept by participants in the device flat-rate arm). The primary outcome was proportion of prompts to which participants responded. Secondary outcomes included differential response rates by demographics, and comparison of outcome determination between EMA and subsequent clinical visits.
Thirty participants were enrolled, with a median age of 15.5 years and 60% female. Median cumulative proportion of prompts responded to was 68.3% (interquartile range, 47.6%-82.5%) in the dynamic arms versus 54.0% (interquartile range. 20.6%-68.3%) in the flat-rate arms, P = 0.065. There were nonsignificant differences in median response by sex (65.9% for female vs 40.0% for male, P = 0.072), race/ethnicity (61.9% for non-Hispanic White vs 43.7% for non-Hispanic Black participants, P = 0.097), and insurance (61.9% for private insurance vs 47.6% for public insurance, P = 0.305). Recovery at 3 weeks was discernible for all but 2 participants (93.3%) using EMA data, compared with only 9 participants (30.0%) ( P < 0.001) from clinical visits.
Dynamic incentivization showed higher rates of response to tridaily symptom prompts compared with flat-rate incentivization. These data show tracking concussed youth using EMA from the ED is feasible using a dynamic incentivization strategy, with improved ability to discern outcomes compared with prospective monitoring using follow-up clinical visits.
本研究旨在确定激励策略,以最大限度地提高患者在儿童脑震荡后通过生态瞬时评估(EMA)报告症状和活动的依从性,并评估从急诊室(ED)环境使用 EMA 跟踪脑震荡青少年的可行性。
这是一项针对年龄在 13 至 18 岁之间的参与者的随机对照试验,他们在受伤后 5 天内到城市学术性儿科 ED 就诊。参与者被随机分配到 4 个激励臂中的 1 个:2 个动态(基于损失和连续)和 2 个控制(固定费率)。参与者每天报告 3 次症状,每天晚上报告 1 次认知活动,持续 3 周。使用 Fitbit(设备固定费率臂中的参与者保留)监测身体活动(步数)和睡眠。主要结果是参与者对提示的反应比例。次要结果包括按人口统计学差异的反应率,以及 EMA 和随后的临床就诊之间的结果确定比较。
30 名参与者入组,中位年龄为 15.5 岁,60%为女性。动态臂中累计提示反应率中位数为 68.3%(四分位距,47.6%-82.5%),而固定费率臂中为 54.0%(四分位距,20.6%-68.3%),P=0.065。按性别(女性为 65.9%,男性为 40.0%,P=0.072)、种族/民族(非西班牙裔白人参与者为 61.9%,非西班牙裔黑人参与者为 43.7%,P=0.097)和保险(私人保险参与者为 61.9%,公共保险参与者为 47.6%,P=0.305),反应率中位数无显著差异。使用 EMA 数据,所有参与者(除 2 人外)均能明显识别 3 周时的恢复情况,而仅 9 名参与者(30.0%)(P<0.001)可从临床就诊中识别。
与固定费率激励相比,动态激励可提高对每日 3 次症状提示的反应率。这些数据表明,使用 EMA 从 ED 跟踪脑震荡青少年是可行的,使用动态激励策略可以更好地识别结果,而不是使用前瞻性监测通过后续临床就诊。