Literature DB >> 30238088

μEMA: Microinteraction-based Ecological Momentary Assessment (EMA) Using a Smartwatch.

Stephen Intille1, Caitlin Haynes1, Dharam Maniar1, Aditya Ponnada1, Justin Manjourides1.   

Abstract

Ecological Momentary Assessment (EMA) is a method of in situ data collection for assessment of behaviors, states, and contexts. Questions are prompted during everyday life using an individual's mobile device, thereby reducing recall bias and increasing validity over other self-report methods such as retrospective recall. We describe a microinteraction-based EMA method ("micro" EMA, or μEMA) using smartwatches, where all EMA questions can be answered with a quick glance and a tap - nearly as quickly as checking the time on a watch. A between-subjects, 4-week pilot study was conducted where μEMA on a smartwatch (n=19) was compared with EMA on a phone (n=14). Despite an ≈8 times increase in the number of interruptions, μEMA had a significantly higher compliance rate, completion rate, and first prompt response rate, and μEMA was perceived as less distracting. The temporal density of data collection possible with μEMA could prove useful in ubiquitous computing studies.

Entities:  

Keywords:  H.5.m. Information interfaces and presentation (e.g., HCI): Miscellaneous; Microinteractions; compliance; ecological momentary assessment; experience sampling; smartwatch

Year:  2016        PMID: 30238088      PMCID: PMC6143290          DOI: 10.1145/2971648.2971717

Source DB:  PubMed          Journal:  Proc ACM Int Conf Ubiquitous Comput


  20 in total

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9.  The Sensor-Based Physical Analogue Scale as a Novel Approach for Assessing Frequent and Fleeting Events: Proof of Concept.

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10.  Use of In-Game Rewards to Motivate Daily Self-Report Compliance: Randomized Controlled Trial.

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