Centering and collaborating with community knowledge systems: piloting a novel participatory modeling approach
Yahya Shaikh1, Muzamillah Jeelani2, Michael Christopher Gibbons3
1The MITRE Corp, 2275 Rolling Run Dr, Windsor Mill, Woodlawn, MD, 21244, USA. yshaikh@mitre.org.
International Journal for Equity in Health
|March 14, 2023
Summary
This study piloted a method for community members to co-create conceptual models of systemic factors influencing persistent poverty. This approach integrates community knowledge with research for more contextualized understanding and policy input.
Area of Science:
- Systems science
- Community-based participatory research
- Simulation modeling
Background:
- Community knowledge holders (elders, leaders, researchers) possess historic and contextual knowledge.
- A systematic methodology is needed to collaborate with community knowledge bearers and interpreters.
- Persistent poverty in urban African American communities is a complex issue requiring community-informed approaches.
Purpose of the Study:
- To pilot a systematic methodology for collaborating with community knowledge bearers and interpreters.
- To develop a conceptual model of local-level influences shaping community realities, using persistent poverty as a use case.
- To reveal the architecture of systems influencing lived experiences of poverty.
Main Methods:
- A 7-session participatory modeling approach was piloted.
- Key steps included recruitment, relationship building, vignette development and analysis, and constructing an architecture of systems map.
- Community members collaborated to analyze lived experiences and map systemic factors.
Main Results:
- The approach generated valuable artifacts for both community and research.
- Vignette construction produced narratives of diverse lived experiences.
- Collaborative analysis yielded an Architecture of Systemic Factors map, illustrating inter-relationships in poverty.
- Community contextualized existing research through lived experience narratives.
Conclusions:
- Community knowledge bearers can effectively communicate, interpret, and contextualize research.
- Participatory modeling enables collaborative construction of conceptual maps for simulation.
- Community collaboration enriches existing research by integrating disparate findings within lived experience narratives.
Keywords:
CollaborationCollaborative researchCommunityDisparitiesEpistemic violenceEquityMarginalizationOtheringParticipatory modelingVoiceMore Related Videos
Related Concept Videos
Community Based Intervention
68
Community-based interventions in mental health represent a paradigm shift from institution-centered care to treatments embedded within the fabric of local communities. By prioritizing inclusion and leveraging existing societal structures, this approach fosters a supportive environment conducive to addressing mental health challenges while promoting individual dignity and agency.
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
68
Modeling and Similitude
308
Scaled modeling is a fundamental technique in engineering, enabling the study of large and complex systems by creating smaller, manageable replicas that recreate critical characteristics of the original. In hydrology and civil infrastructure, for example, scaled models of dams help analyze water flow, turbulence, and pressure. This method allows for accurate predictions of real-world behavior within a controlled environment, significantly reducing the cost and time involved in full-scale...
308
Steps in the Modeling Process
265
Albert Bandura's theory of observational learning identifies four critical processes: attention, retention, motor reproduction, and reinforcement or motivation.
Attention is the first necessary component for observational learning. It involves focusing on what the model is doing and saying. For example, if you decide to take a drawing class to enhance your skills, you need to pay close attention to the instructor's words and hand movements. The characteristics of the model significantly...
Attention is the first necessary component for observational learning. It involves focusing on what the model is doing and saying. For example, if you decide to take a drawing class to enhance your skills, you need to pay close attention to the instructor's words and hand movements. The characteristics of the model significantly...
265
Modeling in Therapy
130
Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
130
Levels of Use of a GIS
76
Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
76
Response Surface Methodology
201
Response Surface Methodology (RSM) is a collection of statistical and mathematical techniques used to develop, improve, and optimize processes. It is particularly valuable when many input variables or factors potentially influence a response variable.
The process of RSM involves several key steps:
The process of RSM involves several key steps:
201


