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 …

Are we there yet? Saturation analysis as a foundation for confidence in system dynamics modeling, applied to a conceptualization process using qualitative data

A Tomoaia‐Cotisel, SD Allen, H Kim… - System Dynamics …, 2024 - Wiley Online Library
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 …

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 …

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 …

Mapping mental models through an improved method for identifying causal structures in qualitative data

ES Kenzie, W Wakeland, A Jetter… - Systems Research …, 2024 - Wiley Online Library
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 …

[HTML][HTML] Identifying vulnerabilities in essential health services: Analysing the effects of system shocks on childhood vaccination delivery in Lebanon

SA Ismail, A Tomoaia-Cotisel, A Noubani… - Social Science & …, 2024 - Elsevier
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 …

Integrating AI language models in qualitative research: Replicating interview data analysis with ChatGPT

MS Jalali, A Akhavan - System Dynamics Review, 2024 - Wiley Online Library
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 …

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 …

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 …

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 …