Ecological Momentary Assessment in Research Methodology: A Literature Review

Raika Bourmand
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Abstract

Introduction: Ecological Momentary Assessment (EMA) is a real-time data capture longitudinal methodology which is conducted through smartphones or wearable sensors. This methodology uses prompts to gather information on the current state, behavior and experience of a person in their natural environment. The purpose of this study is to explore the feasibility of using EMA as a methodology in measuring behavioural contexts around physical activity. Utility: EMA is advantageous in reducing recall errors, enhancing the validity of self-reports by actively recording a participant’s dynamic interaction with their environment, while accounting for intra- and inter-personal variation. EMA can provide researchers with more accurate information that is generalizable to real-life routines, and provides insight on processes that can undermine behavior change. Additionally, EMA is convenient due to the omnipresent accessibility of smartphones or related technologies, which are easy to use and can quickly collect data from large populations remotely. The use of EMA can answer researchers’ questions regarding participant current context, affective states, and psychological processes. This can ultimately help create innovative and feasible solutions which can be implemented into participant’s natural environments and daily lives to benefit their physical, mental and emotional well-being. Challenges: EMA requires smart technology equipment which can be expensive to supply, repair, or replace. Real-time prompts pose the challenge of subjects’ full compliance to prompts, struggling to respond in the case of competing activities, not carrying the device or device malfunctions such as battery drainage or software problems. Moreover, EMA raises concerns in its practicality with low-socioeconomic populations that cannot afford such technology, elderly populations who cannot operate these devices, or clinical populations whose psychopathology may interfere with their responses. Limitations: The use of EMA is associated with biases concerning ecological validity. For example, consistent prompts on a certain activity may cause an individual to think about the activity more or alter their behavior. In the absence of researchers, it is difficult to verify data reported by participants. It is possible to mitigate such biases by seeking confirmation through reliable sources who are in contact with the participants, to approve a subset of the data.
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研究方法论中的生态瞬时评价:文献综述
生态瞬间评估(EMA)是一种通过智能手机或可穿戴传感器进行的实时数据捕获纵向方法。这种方法使用提示来收集关于一个人在自然环境中的当前状态、行为和经验的信息。本研究的目的是探索使用EMA作为测量体育活动周围行为背景的方法的可行性。效用:EMA有利于减少回忆错误,通过积极记录参与者与环境的动态互动来提高自我报告的有效性,同时考虑到个人内部和个人之间的差异。EMA可以为研究人员提供更准确的信息,这些信息可以推广到现实生活中,并提供对可能破坏行为改变的过程的见解。此外,由于智能手机或相关技术的无所不在的可访问性,EMA很方便,这些技术易于使用,可以快速从大量人群中远程收集数据。EMA的使用可以回答研究人员关于参与者当前环境、情感状态和心理过程的问题。这最终有助于创造创新和可行的解决方案,这些解决方案可以实施到参与者的自然环境和日常生活中,从而有益于他们的身体、精神和情感健康。挑战:EMA需要智能技术设备,这些设备的供应、维修或更换成本可能很高。实时提示给受试者带来了完全遵守提示的挑战,在竞争活动、不携带设备或设备故障(如电池耗尽或软件问题)的情况下难以做出反应。此外,EMA对其实用性提出了担忧,因为低社会经济水平的人群负担不起这种技术,老年人无法操作这些设备,或者临床人群的精神病理可能会干扰他们的反应。局限性:EMA的使用与生态效度偏差有关。例如,对某项活动的持续提示可能会导致个人更多地思考该活动或改变他们的行为。在没有研究人员的情况下,很难核实参与者报告的数据。通过与参与者接触的可靠来源寻求确认,以批准数据的子集,可以减轻这种偏见。
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