Mitchell John T, Schick Robert S, Hallyburton Matt, Dennis Michelle F, Kollins Scott H, Beckham Jean C, McClernon F Joseph
Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC 27705, USA.
J Dual Diagn. 2014;10(1):19-29. doi: 10.1080/15504263.2013.866841.
Ecological momentary assessment (EMA) methods have provided a rich assessment of the contextual factors associated with a wide range of behaviors including alcohol use, eating, physical activity, and smoking. Despite this rich database, this information has not been linked to specific locations in space. Such location information, which can now be easily acquired from global positioning system (GPS) tracking devices, could provide unique information regarding the space-time distribution of behaviors and new insights into their determinants. In a proof of concept study, we assessed the acceptability and feasibility of acquiring and combining EMA and GPS data from adult smokers with attention deficit hyperactivity disorder (ADHD).
Participants were adults with ADHD who were enrolled in a larger EMA study on smoking and psychiatric symptoms. Among those enrolled in the latter study who were approached to participate (N = 11), 10 consented, provided daily EMA entries, and carried a GPS device with them during a 7-day assessment period to assess aspects of their smoking behavior.
The majority of those eligible to participate were willing to carry a GPS device and signed the consent (10 out of 11, 91%). Of the 10 who consented, 7 participants provided EMA entries and carried the GPS device with them daily for at least 70% of the sampling period. Data are presented on the spatial distribution of smoking episodes and ADHD symptoms on a subset of the sample to demonstrate applications of GPS data.
We conclude by discussing how EMA and GPS might be used to study the ecology of smoking and make recommendations for future research and analysis.
生态瞬时评估(EMA)方法为与广泛行为相关的背景因素提供了丰富的评估,这些行为包括饮酒、饮食、身体活动和吸烟。尽管有这个丰富的数据库,但这些信息尚未与空间中的特定位置相关联。现在可以从全球定位系统(GPS)跟踪设备轻松获取的此类位置信息,可能会提供有关行为时空分布的独特信息以及对其决定因素的新见解。在一项概念验证研究中,我们评估了从患有注意力缺陷多动障碍(ADHD)的成年吸烟者获取并结合EMA和GPS数据的可接受性和可行性。
参与者是患有ADHD的成年人,他们参加了一项关于吸烟与精神症状的更大规模的EMA研究。在参与后一项研究并被邀请参与的人中(N = 11),10人同意参与,提供每日EMA记录,并在为期7天的评估期内随身携带GPS设备,以评估他们吸烟行为的各个方面。
大多数符合参与条件的人愿意携带GPS设备并签署了同意书(11人中的10人,91%)。在同意参与的10人中,7名参与者提供了EMA记录,并在至少70%的采样期内每天随身携带GPS设备。呈现了样本子集上吸烟发作和ADHD症状的空间分布数据,以展示GPS数据的应用。
我们通过讨论EMA和GPS如何用于研究吸烟生态来得出结论,并为未来的研究和分析提出建议。