Objective: Psychological first aid (PFA) refers to evidence-supported intervention by nonmental health professionals to assist those affected by disaster to achieve stability. This study probed the level of PFA academic discourse on three important topics (race/ethnicity, general training and delivery, and online training delivery) and explored PFA training delivery trends. Method: This study reviewed all available abstracts in the Web of Science database from 1975 to 2021 with keyword searches for PFA. The corpus linguistic analyses using #Lancsbox 6.0 and Sketch Engine explored the usage rate of PFA and how the PFA was used. The study also examined race/ethnicity, learning delivery except for online, and online training delivery methods. The change in online PFA training delivery with the advent of the COVID-19 pandemic was analyzed using Tau with the subcorpora (2012–2020, 2020–2021). Results: The race and diversity usage rates were only 6.11 per 10,000 counts, while the substantive discourse was on PFA service and delivery. There was a significant increase in PFA online training since COVID-19 started (Tau = 0.667, p = 0.041, SETau = 0.333). Conclusions: Training and delivering online PFA is the safest method to meet the need for psychological aid during the global health crisis. Additionally, there is a significant need to address multicultural competency in PFA training and service delivery. PFA as an early critical intervention should be promoted as an early government response.
Background: Psychological First Aid (PFA) is practiced worldwide. This practice in English is guided through a small collection of training manuals. Despite ubiquitous practice and formal training materials, little is known about what topics are covered and in what depth in these influential manuals. As such, we analyzed the topic structure of these training manuals. Objective: To model the PFA manuals’ topics with the goal of identifying a set of topics with recurrent themes and evaluating the extent to which each manual demonstrated those themes. Method: This machine learning study employed an unsupervised topic modelling design using Latent Dirichlet Allocation. The variables are (1) the distribution of a word across documents and (2) the distribution of a word across topics. The level of measurement for all variables is continuous. The unit of analysis is words. Preprocessing and data analysis were carried out using the Orange Data Mining Toolbox (Demšar et al., 2013 ). This programme is a Python GUI. Results: Results indicated a ten-topic structure to the universe of the English PFA training manuals. These topics were: (1) Refugees, (2) Orientation Activities, (3) Community-Based Applications, (4) PTSD & Other Psychological Issues, (5) Training Materials, (6) Specific Helper Instructions, (7) PFA Scholarship, (8) MHPSS, (9) General Curriculum, and (10) Australian Specific Delivery. The depth of discourse on each topic varied widely between manuals. Conclusions: The Academics of the PFA topic shows a strong representation of the corpus and suggests current training manuals have stayed true to its evidence-supported practice. The topic of Community-Based Applications strongly represents the corpus and suggests that training models incorporate community-based applications. The scientific foundation and practical implementation of the training guides are essential elements. Limitations and implications were also discussed.
Psychological First Aid (PFA) refers to evidence-supported intervention by non-mental health professionals to assist those affected by disaster to re-achieve stability through a stepwise process (Ruzek et al., 2007). This study reviewed the academic discourse regarding PFA through all available abstracts in the Web of Science database from 1975 to 2021with the keyword searches for psychological first aid. The corpus linguistic analyses using #Lancsbox 6.0 and Sketch Engine explored the usage rate of psychosocial first aid and how the PFA was used. The study also examined race/ethnicity, learning delivery except for online, and online training delivery methods within the PFA academic articles. The change of online PFA training delivery with the advent of the COVID-19 pandemic was analyzed using Tau. The study found a substantive discourse on PFA service and delivery but little on race and ethnicity. There was a significant increase in PFA online training since COVID-19 started (Tau = 0.667, p = 0.041, SETau = 0.333). The study also included the implications for practitioners and researchers as the significant need to address multicultural competency in PFA is needed.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
hi@scite.ai
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.