TY - JOUR
T1 - Making trauma ecological momentary assessment studies FAIR
T2 - review of design considerations and data procedures
AU - Hruska, Bryce
AU - Piccirillo, Marilyn L.
AU - Lenferink, Lonneke I.M.
AU - Pacella-LaBarbara, Maria L.
AU - Contractor, Ateka A.
AU - Price, Matthew
AU - Greene, Talya
PY - 2025/12/1
Y1 - 2025/12/1
N2 - Background: Ecological momentary assessment (EMA) involves collecting data from people in their everyday lives one or more times per day over the course of days, weeks, or months. EMA has been used in the traumatic stress field to better understand how trauma-relevant symptoms, experiences, and behaviours occur under naturalistic conditions and in relation to one another. The FAIR principles specify that data should be Findable, Accessible, Interoperable, and Reusable to maximise the knowledge gained from individual research studies. However, it is unclear how EMA design decisions and data procedures might affect the implementation of these principles.Objective: We articulate key design considerations and data procedures when performing trauma EMA research and outline some challenges and recommendations for implementing the FAIR data principles in trauma EMA research.Method and Results: Using examples from existing trauma EMA studies, we discuss the decisions made when preparing a trauma EMA study; data processing and analytic procedures performed following data collection; and challenges that exist for their implementation, as well as practices that trauma EMA researchers can incorporate into their research to promote FAIR data.Conclusions: Implementing the FAIR data principles in trauma EMA research is critical to advancing scientific knowledge. Researchers should deposit their data in reputable repositories and include documentation detailing design decisions and the steps taken to clean and prepare data. Many challenges remain for the implementation of these practices including balancing privacy concerns and efforts to make trauma EMA data readily shareable.
AB - Background: Ecological momentary assessment (EMA) involves collecting data from people in their everyday lives one or more times per day over the course of days, weeks, or months. EMA has been used in the traumatic stress field to better understand how trauma-relevant symptoms, experiences, and behaviours occur under naturalistic conditions and in relation to one another. The FAIR principles specify that data should be Findable, Accessible, Interoperable, and Reusable to maximise the knowledge gained from individual research studies. However, it is unclear how EMA design decisions and data procedures might affect the implementation of these principles.Objective: We articulate key design considerations and data procedures when performing trauma EMA research and outline some challenges and recommendations for implementing the FAIR data principles in trauma EMA research.Method and Results: Using examples from existing trauma EMA studies, we discuss the decisions made when preparing a trauma EMA study; data processing and analytic procedures performed following data collection; and challenges that exist for their implementation, as well as practices that trauma EMA researchers can incorporate into their research to promote FAIR data.Conclusions: Implementing the FAIR data principles in trauma EMA research is critical to advancing scientific knowledge. Researchers should deposit their data in reputable repositories and include documentation detailing design decisions and the steps taken to clean and prepare data. Many challenges remain for the implementation of these practices including balancing privacy concerns and efforts to make trauma EMA data readily shareable.
KW - Ambulatory assessment
KW - Daily diary
KW - Diario
KW - Ecological momentary assessment
KW - Evaluación ambulatoria
KW - Evaluación momentánea ecológica
KW - Experience sampling
KW - FAIR data principles
KW - Muestreo de experiencia
KW - Principios de datos FAIR
KW - PTSD
KW - TEPT
KW - Trauma
UR - http://www.scopus.com/inward/record.url?scp=105001755404&partnerID=8YFLogxK
U2 - 10.1080/20008066.2025.2477423
DO - 10.1080/20008066.2025.2477423
M3 - Review article
C2 - 40116183
AN - SCOPUS:105001755404
SN - 2000-8066
VL - 16
SP - 2477423
JO - European Journal of psychotraumatology
JF - European Journal of psychotraumatology
IS - 1
M1 - 2477423
ER -