Strengthening a weak link: Transparency of causal loop diagrams—Current state and recommendations
MS Jalali, E Beaulieu - System dynamics review, 2024 - Wiley Online Library
Transparency is a critical aspect of systems science. While transparency of quantitative
models has been assessed, transparency of their qualitative structures has been less …
models has been assessed, transparency of their qualitative structures has been less …
Are we there yet? Saturation analysis as a foundation for confidence in system dynamics modeling, applied to a conceptualization process using qualitative data
Saturation is a useful concept for system dynamics, yet it has not been widely explored or
integrated into the modeling process. In this article, we describe saturation as a metaphor …
integrated into the modeling process. In this article, we describe saturation as a metaphor …
From text to map: a system dynamics bot for constructing causal loop diagrams
N Hosseinichimeh, A Majumdar… - System Dynamics …, 2024 - Wiley Online Library
We introduce and test the System Dynamics Bot, a computer program leveraging a large
language model to automate the creation of causal loop diagrams from textual data. To …
language model to automate the creation of causal loop diagrams from textual data. To …
Mental models, cognitive maps, and the challenge of quantitative analysis of their network representations
S Haque, H Mahmoudi… - System Dynamics …, 2023 - Wiley Online Library
Cognitive maps, or mental maps, are externalized portrayals of mental models—people's
mental representations of reality and their presumptions about how the world works. They …
mental representations of reality and their presumptions about how the world works. They …
Mapping mental models through an improved method for identifying causal structures in qualitative data
Qualitative data are commonly used in the development of system dynamics models, but
methods for systematically identifying causal structures in qualitative data have not been …
methods for systematically identifying causal structures in qualitative data have not been …
[HTML][HTML] Identifying vulnerabilities in essential health services: Analysing the effects of system shocks on childhood vaccination delivery in Lebanon
Shocks effects are under-theorised in the growing literature on health system resilience.
Existing work has focused on the effects of single shocks on discrete elements within the …
Existing work has focused on the effects of single shocks on discrete elements within the …
Integrating AI language models in qualitative research: Replicating interview data analysis with ChatGPT
The recent advent of artificial intelligence (AI) language tools like ChatGPT has opened up
new opportunities in qualitative research. We revisited a previous project on obesity …
new opportunities in qualitative research. We revisited a previous project on obesity …
A systemic analysis of participatory land and water governance in the Tsitsa River Catchment, South Africa
A Fry, J Clifford‐Holmes… - Systems Research and …, 2024 - Wiley Online Library
Effective governance of complex social‐ecological systems requires diverse stakeholders to
be engaged in meaningful participatory processes. Meaningful participation must be …
be engaged in meaningful participatory processes. Meaningful participation must be …
Documenting the modeling process with a standardized data structure described and implemented in DynamicVu
WW Farr, SD Allen, A Tomoaia‐Cotisel… - System Dynamics …, 2022 - Wiley Online Library
Documenting the process of building a simulation model is different from documenting the
simulation model itself. Good model‐building practice includes the discovery of potentially …
simulation model itself. Good model‐building practice includes the discovery of potentially …
Long drives and red tape: mapping rural veteran access to primary care using causal-loop diagramming
ES Kenzie, M Patzel, E Nelson, T Lovejoy… - BMC health services …, 2022 - Springer
Background Rural veterans experience more challenges than their urban peers in
accessing primary care services, which can negatively impact their health and wellbeing …
accessing primary care services, which can negatively impact their health and wellbeing …