Related Experiment Video
Updated: Jun 13, 2025

Quantification and Whole Genome Characterization of SARS-CoV-2 RNA in Wastewater and Air Samples
Published on: June 30, 2023
Systems Thinking, Causal Loop Diagram, and Systems Dynamic in Public Health Challenges: Navigating Long COVID
Behnaz Akbari1, Jessica M Wang2, Namdar Baghaei-Yazdi2
1Department of Chemistry Purdue University West Lafayette Indiana USA.
Background:
The coronavirus pandemic has profoundly affected global health, economic stability, and environmental sustainability. Despite these challenges, significant gaps in data remain, particularly in effectively assessing and engaging diverse communities such as color, LGBTQIA+ individuals, and low-income groups. This shortage of comprehensive research limits our capacity to undertake sensitive studies, specifically in dealing with the complexities of long COVID, which some individuals continue to suffer from after their initial recovery.
Objective:
This review delves into the ongoing repercussions of long-term COVID-19, a postinfectious syndrome marked by neurological symptoms such as cognitive deficits and sensory impairments, which may last well beyond the acute phase of the illness. These symptoms frequently overlap with mental health issues (e.g., anxiety and depression), which can aggravate the socioeconomic challenges faced by vulnerable populations, especially within the LGBTQA+ communities.
Methods:
To tackle these complex interactions, we have introduced a novel public health framework: model-based systems thinking (MBST), which incorporates System Dynamics and causal loop diagrams (CLD).
Results And Discussion:
The articles were selected on the basis of their discussion of COVID-19-associated anosmia, exploration of olfactory dysfunction alongside neurocognitive disorders, and the challenges experienced in LGBQA+ communities. This approach offers a robust framework for dissecting the intricate ties between socioeconomic factors, health outcomes, and the extended recovery trajectories associated with long-term COVID-19, with a particular focus on olfactory dysfunction. We also explore strategies to make our models more accessible to healthcare providers and the LGBTQA+ communities, encouraging its broader adoption.
Conclusion:
Long COVID's impact on public health and marginalized communities highlights the urgent need for adopting systems thinking models. Additionally, this article calls for a concerted effort from all experts to foster multidisciplinary, team-based research and implement effective support measures for COVID-19 survivors across all communities, mainly focusing on the scientific, social, and behavioral challenges LGBTQIA+ and low-income individuals face.
More Related Videos
11:21Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
04:00Author Spotlight: Assessing the Olfactory Effects of Airborne Pollutants — Buried Food and Social Odor Tests
Published on: September 13, 2024
Related Concept Videos
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results...
Principles of Disease Surveillance
Concepts of Health and Illness
Criteria for Causality: Bradford Hill Criteria - II
Dimensions of Health and Illness
Causality in Epidemiology