Knowledge Matters

Understanding knowledge relationships

network analysis

Network analysis is a methodology that elicits the capacity of an organisation to effectively engage in its activities. It provides the ability to examine quantitatively, qualitatively, and graphically macro and micro linkages between nodes, where nodes are individuals, projects, project teams, business units, entire organisations, or even business functions, policies or documents.

Connected: the Surprising Power of Our Social Networks and How They Shape Our LivesI’ve written a few posts about Doctor Nicholas Christakis and Doctor James Fowlers' research. This post is about their book - Connected: the Surprising Power of Our Social Networks and How They Shape Our Lives . Their research uses network analysis techniques to the aid the understanding obesity, smoking, happiness, back pain, sexual practices, beliefs, and other social phenomena. Their interesting finding is that all these phenomena are contagious.


Christakis and Fowler base their findings on a careful analysis of the Framingham Heart Study, conducted from 1948 to the present in a small Massachusetts city. They have mapped more than 50,000 ties between just over 12,000 people. In essence they argue that if friend’s friend’s friend - whom you’ve never met, and lives 50 kilometres away - is unhappy, then you’re likely to be unhappy as well. In other words there are three degrees of influence. They demonstrate the same outcome for smoking behaviour and obesity, and attribute it to “norming behaviour”. In short we are part of a collective (social network) that seeks homeostasis and is bound by certain rules. According to Christakis and Fowler these are:

A little while ago I wrote a post titled “Visualisations Are Not Everything” . Here’s a good example, which uses data from Google Scholar to show collaboration between Iranian Nuclear Physicists. The data is visualised in UCINET/NetDraw and NetMiner III, and shows the dangers of incomplete data sets, poor interpretation, and poor understanding of how to use the tools.


Consider the network diagram below, which has been visualised in UCINET/NetDraw. The nodes are Iranian Nuclear Physicists, and the red nodes are the network cut points – that is the individuals who are holding the network together.


Iranian Nuclear Physicists


Adobe pdf file An Introduction to Network Analysis as a Research Technique - 2010 Version . From time to time I run a half-day seminar called “Introducing Network Analysis as a Research Technique ”, followed by a practical workshop that builds on the mornings activities and introduces participants to UCINET and NetDraw . The seminar is aimed at new researchers. It has been upgraded and revised to include an example that illustrates pitfalls for researchers and analysts. 

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