Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/heiderjeffer/participatory-modeling-for-societal-complexity-in-healthcare

Research Proposals RP
https://github.com/heiderjeffer/participatory-modeling-for-societal-complexity-in-healthcare

ai complexity healthcare jupyter mixed modeling-and-simulation optimization participatory python qualitative-analysis quantative-analysis societal statistical-analysis stochastic-processes

Last synced: 14 days ago
JSON representation

Research Proposals RP

Awesome Lists containing this project

README 

        
### Participatory Modeling for Societal Complexity in Healthcare  

*by Heider Jeffer*  



### Welcome!  

We’re thrilled to introduce our project on **participatory modeling** for tackling societal complexity in healthcare systems.  



This initiative leverages advanced participatory modeling techniques to address the dynamic and intricate challenges inherent in healthcare. Built for **scalability** and **flexibility**, the project allows seamless expansion and adaptation to meet the ever-evolving demands of the field.  



Our approach follows a **rolling release model**, ensuring that regular updates continuously enhance both the functionality and performance of our tools.  



We invite you to explore, experiment, and engage with us. Your feedback is invaluable!  



### Explore Our Project  

Discover the full scope of our work:  

- [GitHub Repository](https://github.com/HeiderJeffer/Participatory-Modeling-for-Societal-Complexity-in-Healthcare)  



### Interactive Simulations on Google Colab  

Experience our dynamic tools for healthcare modeling directly in your browser:  



1. **Dynamic Simulation and Analysis of Stakeholder Engagement**  

   - [Try it on Google Colab](https://colab.research.google.com/drive/105ePLc-icF1qyzUB-VX9SQ446raubosx?authuser=2#scrollTo=Pj6BZsWqDA2k)  

2. **Markov Chain-Based Stakeholder Engagement Simulation**  

   - [Explore the Notebook](https://colab.research.google.com/drive/10XOiQYhWYDUiDC-Xc5rdSawtCdbbK6f0?authuser=2#scrollTo=QrGq7LbEDEzP)  

3. **Hidden Markov Models for Stakeholder Engagement Visualization**  

   - [Simulate Here](https://colab.research.google.com/drive/10Xhi3mYzLiJCJdsXJZcVIorODaEE8E99?authuser=2)  



### Dive into the Source Code  

Gain deeper insights into our methodologies:  



- **Dynamic Stakeholder Simulation**  

  - [View on GitHub](https://github.com/HeiderJeffer/Participatory-Modeling-for-Societal-Complexity-in-Healthcare/blob/main/dynamic_stakeholder_simulation.ipynb)  



- **Hidden Markov Models Stakeholder Simulation**  

  - [Explore Here](https://github.com/HeiderJeffer/Participatory-Modeling-for-Societal-Complexity-in-Healthcare/blob/main/hmm_stakeholder_simulation.ipynb)  



- **Markov Chain Stakeholder Engagement**  

  - [Access the Code](https://github.com/HeiderJeffer/Participatory-Modeling-for-Societal-Complexity-in-Healthcare/blob/main/markov_chain_stakeholder_engagement.ipynb)  

 

### Research and Resources  

Explore the supporting documents for comprehensive insights into stakeholder engagement in healthcare:  



1. **Engagement Activities of Stakeholders**  

   - [Read the PDF](https://github.com/HeiderJeffer/Participatory-Modeling-for-Societal-Complexity-in-Healthcare/blob/main/latex/Engagement%20Activities%20of%20Stakeholders%20in%20Healthcare/main.pdf)  

2. **12-Month Stakeholder Uptake Analysis**  

   - [Explore Here](https://github.com/HeiderJeffer/Participatory-Modeling-for-Societal-Complexity-in-Healthcare/blob/main/data/documents/Engagement%20Dynamics%20and%20Stakeholder%20Uptake%20A%2012-Month%20Analysis.md)  

3. **Dynamic Systems Modeling**  

   - [Investigate the Findings](https://github.com/HeiderJeffer/Participatory-Modeling-for-Societal-Complexity-in-Healthcare/blob/main/data/documents/Dynamic%20Systems%20Modeling%20Exploring%20Fluctuations%2C%20Uptake%20Rates%2C%20and%20Feedback%20Loops.md)  



…and many [more](https://github.com/HeiderJeffer/Participatory-Modeling-for-Societal-Complexity-in-Healthcare/tree/08b8a675fdabb09272fe5c42de4728646fc1a30e/data/documents) listed in the repository for detailed technical, quantitative, and qualitative analyses.  



---



### Legal Notice:  

*“I authorize the processing of my personal data pursuant to art. 13 of Legislative Decree no. 196 of 30 June 2003 - ‘Personal Data Protection Code’ and art. 13 of GDPR 679/16 - ‘European Regulation on the Protection of Personal Data’.”*  



---



*Heider Jeffer*  

*30th November 2024*  



---