Network Analysis diagram

Methods Center

Center for Applied Network Analysis and System Science

How online communities function.

Image by Amber Case / CC BY-NC 2.0


The Center for Applied Network Analysis and System Science applies rigorous network research methods to pressing policy challenges, providing objective solutions based on analytic results.

Network analysis is a set of methods and theories that help us understand relationships and how those relationships impact outcomes for individuals and interconnected systems. The center gathers together a distinctively interdisciplinary group of researchers who use network analysis to explore various policy challenges, including:

  • Criminal hierarchies
  • Air Force logistics
  • HIV risk reduction in Africa and the Middle East
  • Substance use among at risk and high risk populations

This work provides important insights about the structural, contextual, and social factors that influence physical, human, and organizational systems.

VIDEO: An Introduction to the Center for Network Analysis an System Science

Methodologies & Tools

Network methods consider systems holistically rather than focusing on isolated components. Thus, these methods provide comprehensive insights and solutions for important policy questions. By contrast, considering key players independently of the systems in which they are embedded is likely to obscure important relationships.

Researchers from the Center for Applied Network Analysis and System Science apply a range of network analysis methodologies, including

Visualization - Graphical representation of social networks can assist policy analysts in visually understanding the depth and breadth of relationships and their interdependent nature.

Network Indicators and Descriptives - The calculation of network indices (such as centrality) helps policy analysts identify key players from structural data that then can be used for peer-led and public-opinion leader interventions.

Network Statistical Models - These innovative models assist policy analysts and researchers in assessing the probability that relationships between behavior and networks exist. Through network statistical models, we can understand the ways in which relationships affect behavior and how behavior affects relationships.

Network diagram from RAND report TR764

A visualization of the network of civilian and military preparedness organizations in a particular country (from RAND TR-764 Bridging the Gap)

Real-World Applications

A Rockville, MD Playful City event

A Rockville, MD Playful City event

Photo by Healthy Living Rockville

Does housing policy have an impact on health behavior? Leveraging a natural experiment in Montgomery County, Maryland, in which residents were randomly assigned to different types of public housing, researchers applied network analysis methodology to find out.

Residents were assigned to either clustered public housing projects, or scattered-site subsidized housing (where public units are scattered among market-rate housing). Researchers surveyed the heads of 453 households, asking about their health as well as the perceived health of their network members (family, friends, and neighbors).

The results of this study reinforced existing evidence that public housing residents are vulnerable from a health perspective. Researchers found that the health status of one's social network members varies modestly between residents of clustered public housing projects and residents of units scattered into market-rate developments where neighbors are not poor. In particular, living in scattered public housing is associated with the perception that more network members exercise regularly.


Researchers associated with the Center for Applied Network Analysis and System Science come from academic backgrounds that span a variety of fields and skill sets, including policy analysis, behavioral and social science, medicine, physics, mathematics, statistics, and engineering.

Center Co-directors

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Methods Centers at Pardee RAND