Related Experiment Video
Updated: Feb 11, 2026

A Multi-Cue Bioreactor to Evaluate the Inflammatory and Regenerative Capacity of Biomaterials under Flow and Stretch
Published on: December 10, 2020
Promoting evaluation capacity building in a complex adaptive system
Frances Lawrenz1, Elizabeth Kunz Kollmann2, Jean A King3
1University of Minnesota, Educational Psychology, 174 EdSciB, 56 East River Rd, Minneapolis, MN, 55455, USA.
Complex adaptive systems concepts explain evaluation capacity building in networks. The Nanoscale Informal Science Education Network (NISE Net) fostered evaluation capacity through feedback, interaction, and balanced control.
Area of Science:
- Science Education
- Network Science
- Evaluation Studies
Background:
- Evaluation capacity building is crucial for scientific networks.
- Complex adaptive systems (CAS) offer a framework for understanding network dynamics.
- The Nanoscale Informal Science Education Network (NISE Net) provides a case study for network evaluation.
Purpose of the Study:
- To investigate evaluation capacity building within a complex adaptive system.
- To determine how CAS concepts apply to network evaluation.
- To identify factors supporting evaluation capacity in the NISE Net.
Main Methods:
- A four-year NSF-funded case study of the NISE Net.
- Application of Complex Adaptive Systems as a Model for Network Evaluations (CASNET) project concepts.
- Analysis of participant knowledge, system control, and resource management.
Main Results:
- CAS concepts effectively explain evaluation capacity building in networks.
- NISE Net functioned as a complex learning system, promoting capacity through feedback and interaction.
- Key success factors included balanced control, coherence, redundancy, diversity, individual embeddedness, and resource management.
Conclusions:
- Complex adaptive systems provide a valuable lens for understanding and enhancing evaluation capacity in scientific networks.
- Successful capacity building requires a dynamic balance of system properties and individual engagement.
- Findings offer practical implications for managing and supporting similar networks.
Related Concept Videos
Anaphase Promoting Complex
Lung Capacity
The Eukaryotic Promoter Region
Protein Complexes with Interchangeable Parts
The SCF ubiquitin ligase is a protein complex of five individual proteins. This complex attaches ubiquitin to other target proteins to mark them for degradation. In order...
Respiratory Capacities
One key metric is the Inspiratory Capacity (IC), which represents the maximum amount of air that can be inhaled with full effort. IC is calculated by summing the tidal volume and inspiratory reserve volume, typically ranging from 2.4 to 3.6 liters.
The Functional Residual Capacity (FRC) represents the air in the...
Movement Joints in Buildings
The simplest type of movement joints, working joints, are...

