We usually look at the groups of people as a group of individuals, but doing that way we miss very important information. Very important properties or functions of an organization depend on the shape of their relationships. Group creativity, the performance of their collaboration, the way an idea can be diffused or the resilience of the organization.
Knowing how these relationships influence on all that properties can help you a lot on your agile transformation.
Measuring True Process Yield using Robust Yield Metrics
Social network analysis for an agile transformation
1. Social network analysis for an
agile transformation
@antoniolopezg
Or how some properties and functions of our organizations depend on invisible things
Photo by Jan Gottweiß https://www.flickr.com/photos/38627855@N07/5650062049/
2. Make network
interactions Visible
Make network
interactions Visible
Photo by Marc Smith https://www.flickr.com/photos/49503165485@N01/5529685600
Photo by Wayne Large https://www.flickr.com/photos/38999923@N06/4559611051
3. TWITTER AGILE COMMUNITies in
SPAIN (2012)
http://www.masesdiferente.org/visualizar-red-comunidad-agile-cas-2012-twitter/
4. How polarized are the
communities in your
organization? Modularity
Photo by Nomadic Lass https://www.flickr.com/photos/53323105@N02/8261781925/
6. A new idea is not a virus.
Adoption vs Contagious
Photo by Ignas Kukenys https://www.flickr.com/photos/52955460@N08/5602194372/
7. Spreading ...
depends on influenceable people
more than on influencersPhoto by Roberto Fontana https://www.flickr.com/photos/13775090@N07/2508601217/
9. Ideas spread in single steps.
Big cascades are not the normal.Photo by Marina Noordegraaf https://www.flickr.com/photos/35429044@N04/7772620936/
10. Ideas can spread at different
speed in function of the
country. Hofstede dimensions
Photo by Groume https://www.flickr.com/photos/10785432@N03/4123252604/
11. The small world of Creativity.
Innovation of groups
Photo by JD Hancock https://www.flickr.com/photos/jdhancock/9182088790/
12. The small world of
Collaboration.
Photo by JD Hancock https://www.flickr.com/photos/83346641@N00/8671399450/
13. The more central,
the more susceptible.
Photo by JD Hancock https://www.flickr.com/photos/jdhancock/12287919576/in/set72157630406837258/
14. How resilient will be your
structure when you leavePhoto by JD Hancock https://www.flickr.com/photos/jdhancock/8933306274/
15. Three degrees of
influence & Fowler
semantic diffusion
Photo by Elvin https://www.flickr.com/photos/25228175@N08/5127055942/
16. Emotion cascades.
We share emotions,
not factsPhoto by Santi Molina https://www.flickr.com/photos/15525582@N08/2584846077/
18. The edge of a
network is likely the
link to anotherPhoto by Francisco Gutiérrez https://www.flickr.com/photos/32086142@N03/3422700664/
19. Groups in a network.
You’re unique.
Yes, you are !
Photo by Wouter de Bruijn https://www.flickr.com/photos/26646199@N05/14158475984/
20. Data don’t replace guts ..
but it helps
dzi kuję ę
@antoniolopezg
Diffusion of ideas & EMOTIONS
RESILIENCE
COMMUNITIES
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21. REFERENCES
Photo by Jared Tarbell https://www.flickr.com/photos/35468148654@N01/509789392/
Adams, Paul. [2011] “Grouped: How small groups of friends are the key to influence on the
social web”
Barabasi, Albert-Laszlo. [2003] “Linked: How Everything Is Connected to Everything Else and
What It Means for Business, Science, and Everyday Life”
Christakis, Nicholas A. and Fowler, James H. [2011] “Connected: The Surprising Power of Our
Social Networks and How They Shape Our Lives”
Goel/Watts/Goldstein. The Structure of Online Diffusion Networks -
http://research.microsoft.com/pubs/176494/diffusion.pdf
Hofstede, Geert.Cultural Dimensions -
http://en.wikipedia.org/wiki/Hofstede%27s_cultural_dimensions_theory
Gephi - https://gephi.github.io/
R-Project - http://www.r-project.org/
Analysis & VIZ. TOOLS
22. Antonio López
Twitter: @antoniolopezg
Decathlon Sport Meeting
https://sportmeeting.decathlon.com/perfil/10003/LinkedIn: antoniolopezgonzalez
Physicist
Innovation product owner at Decathlon
Spain (Decathlon Sport Meeting)
Agile instigator
Scrum Alliance CSM
Background photo by Jared Tarbell https://www.flickr.com/photos/35468148654@N01/509789392/