1. The document summarizes a presentation on networks and network analysis. It discusses how networks are important in the 21st century and how understanding network structure can provide insights.
2. Various types of network metrics and analyses are introduced, including structural metrics about the overall network and centrality metrics about individual nodes. Mapping networks can reveal informal relationships and raise good questions.
3. Understanding value networks and exchanges within them is discussed, differentiating tangible from intangible exchanges. Mapping value networks analyzes how work gets done and where there are opportunities to improve value and efficiency.
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NetWorkShop: Boston Facilitators Roundtable
1. NetWorkShop
Patti Anklam
Boston Facilitators Roundtable
December 2, 2011
2. I’ve become convinced that understanding
how networks work is an essential 21st
century literacy.
Howard Rheingold
3. Agenda
• Knowledge-sharing activity
• The language of networks
• Networks in organizations
• Networks and nonprofits
• Value network analysis
• Social media and personal net work
3
4. Knowledge Flows in Networks
• Something you want to share
• 141 characters or less
• Stand up, find someone to
“tweet to”
• Listen to someone else’s tweet
• Retweet
• Repeat
4
6. We live in networks all the time
• We live in networks all the time:
communities, organizations,
teams
• There is science to support the
understanding of network
structure
• The structure of a network
provides insights into how the
network “works”
• Once you understand the
structure, you can make
decisions about how to manage
the network’s context
• Network analysis tools help you
understand the structure
6
7. The Premise: Networks Matter
• The complexity of work in today’s
world is such that no one can
understand – let alone complete – a
task alone
– Individual-individual
– Team-team
– Company-company
– Eco-system to eco-system
• Strong networks are correlated with health:
– People with stronger personal networks are more productive, happier,
and better performers
– Companies who know how to manage alliances are more flexible,
adaptive and resilient
– Our personal health and well-being is often tied to our social networks
7
9. Networks and Well-Being
• In life:
– People with strong
networks have a better
chance of full recovery
from heart attacks
– We are defined by the
networks we are in
• Obesity studies
• Smokers
Source: New York Times, May 22, 2008
9
11. The new science of networks
• Beginning in the 1990’s computer
science made it possible to map and
analyze large social networks.
• Insights
became
accessible to 2009
the public.
2004
2009
2002
• By 2009, network
science and analysis
are accepted practice
2003 in science and
2004 management
2002
11
2002
12. Network Perspective
Node
• If it’s a network, you can map it:
– People-people
– Group-group
– Within organizations
– Across organizations
Tie
• A network is a collection of entities linked by a type of
relationship
• All networks have common properties and can be analyzed
– Information artifacts
– Ideas & issues
12
13. A Classic Case
13
From: The Hidden Power of Social Networks, Rob Cross and Andrew Parker, Harvard Business School Press, 2004
14. Table Activity (Page 2 of Handouts)
• Take five minutes and
discuss at your table
• What do you see in the
map on the right that
might be dissonant with
the organization chart?
• If you were responsible
for this organization,
what questions would
looking at this map raise
for you?
14
From: The Hidden Power of Social Networks, Rob Cross and Andrew Parker, Harvard Business School Press, 2004
15. A Classic Case
15
From: The Hidden Power of Social Networks, Rob Cross and Andrew Parker, Harvard Business School Press, 2004
16. A Classic Case
16
From: The Hidden Power of Social Networks, Rob Cross and Andrew Parker, Harvard Business School Press, 2004
17. A Classic Case
17
From: The Hidden Power of Social Networks, Rob Cross and Andrew Parker, Harvard Business School Press, 2004
18. A Classic Case
18
From: The Hidden Power of Social Networks, Rob Cross and Andrew Parker, Harvard Business School Press, 2004
19. It’s all about Questions
Patterns provide
insights that provoke
good questions.
Full stop.
19
20. Types of metrics
Structural Metrics Centrality Metrics
• Look at the whole network • Look at positions of
and its components: individuals in the network:
– Density of interactions – Connectors
– Average degree of separation – Boundary spanners
– Silos or stovepiped – Isolates
organizations
20
21. Types of metrics
Structural Metrics Centrality Metrics
• Look at the whole network • Look at positions of
and its components: individuals in the network:
– Density of interactions – Connectors
– Average degree of separation – Boundary spanners
– Silos / stovepipeds – Isolates
• Good for comparing • Good for identifying
groups within networks or people who are well
for comparing changes in a positioned to influence the
network over time network or to move
information around
For both the network as a whole and individuals, it is also possible to
measure the diversity of the network: the extent to which people interact
with people outside of their own demographics or areas of expertise. 21
23. Interpreting Results
“I interact with this person twice a month I understand this person’s knowledge and
or more” skills (Agree or Strongly Agree)
Density: 11% Density: 28%
Distance: 2.7 Distance: 1.8
23
24. Identifying Key People
Who are the people who are best positioned to move information through the network?
24
25. Table Activity (Page 3 of Handout)
• Based on this data:
• Who should Jerry
appoint as his
successor?
• Who do you think Jerry
actually appointed as
his successor? Why?
25
26. Moving Into Action
Ways to change patterns in Practices from the KM/OD Repertoire
networks
Create more connections Make introductions through meetings and webinars, face-to-face events
(like knowledge fairs); implement social software or social network
referral software; social network stimulation
Increase the flow of knowledge Establish collaborative workspaces, install instant messaging systems,
make existing knowledge bases more accessible and usable
Discover connections Implement expertise location and/or; discovery systems; social
software; social networking applications
Decentralize Social software; blogs, wikis; shift knowledge to the edge
Connect disconnected clusters Establish knowledge brokering roles; expand communication channels
Create more trusted relationships Assign people to work on projects together
Alter the behavior of individual nodes Create awareness of the impact of an individual’s place in a network;
educate employees on personal knowledge networking
Increase diversity Add nodes; connect and create networks; encourage people to bring
knowledge in from their networks in the world
26
27. Organizational Networks Summary
• The science of networks has brought insights into the structure
of organizational networks
• Organizational network analysis lets us map relationships that
reveal the informal networks through which work gets done
• Developing and sharing these maps helps organizations
improve collaborative capacity, overcome obstacles to
effective sharing, and redesign their work relationships
• Results are a guide to asking good questions and should never
be interpreted as an “answer”
27
29. Networks and Nonprofits
Traditional and Network Approaches to Grantmaker Challenges
Source: Catalyzing Networks for Social Change, Monitor Institute + GEO
29
30. Mapping Task: Find Connections & Alignment
Boston Green and Healthy Building Network 2005: How well do you know one another?
30
From New Directions Collaborative Case Study, http://www.ndcollaborative.com/services/networks/case-studies/68-ghbn
31. Network Building Questions
• What are the key tasks of network building?
• What activities would you undertake to “knit this net”?
• What mechanisms might you put in place?
31
32. Network Progression
Connectivity Alignment Production
Definition Connects people to allow Aligns people to develop Fosters joint action
easy flow of and access and spread an identity and for specialized
to information and collective value outcomes by aligned
transactions proposition people
Key task of Weaving – help people Facilitating – helping Coordinating –
network meet each other, people to explore helping people plan
“builder” increase ease of sharing potential shared identity and implement
and searching for and value propositions collaborative actions
information
32
From: Net Gains – Version 1.0, Madeleine Taylor and Peter Plastrik (http://www.arborcp.com/articles/NetGainsHandbookVersion1.pdf)
33. Green & Healthy Buildings Network
• Convene
– In person and subsequently with mix of in-person and telecalls
• Connect
– Identify areas of mutual interest
– Share success stories
– Engage in joint problem solving
• Communicate
– Gives & gets – people wanting and having contacts
• Coordinate
– Joint meetings with city hall
• Collaborate
– Look for specific projects engaging multiple of the network’s members
33
37. What is a value network?
• A web of relationships that
generates economic or social
value through complex
dynamic exchanges of both
tangible and intangible
benefits.
• Any purposeful organization
or network functions as a
value network
- Verna Allee
http://www.valuenetworksandcollaboration.com
37
38. Mapping the Ecosystem
• How does the work actually get done?
• What is the value that the network or organization creates?
• How efficiently is the work being done?
• Where are opportunities for improving value and efficiency?
38
41. Shift is to focus on Roles
• A role is not necessarily the
same as a group, company, or
function
– One person or group might play 2-
3 key roles
– Roles are different from job
descriptions or job titles
• If people are not clear about
their roles, they can miss
value-creating opportunities
and are vulnerable to
competition
41
43. Value exchanges and interactions
• What are the deliverables? (Contracted or mandated?)
• How does the deliverable move through the network?
• What are the intangible exchanges that flow through the
network? (Informal, extras?)
http://www.valuenetworksandcollaboration.com/mapping/tangiblesandintangibles.html
43
52. A Big “Aha”
A senior VP in the professional services arm of a large telecommunications equipment
provider looked at this map that his executives had made and said, “That’s scary.” What’s
missing?
52
54. Activity (Pages 4 and 5)
You are designing a major change initiative for a
client. What would be your ideal design for a
system to support the organization's change
process?
54
55. Step 1. Identify the Roles
Agree on 4 or 5 major
roles in the process.
Place the names of the
roles on individual
sticky-notes
Position these on the flip
chart, trying to place the
roles that will be more
“central” toward the
middle
Allow spacing so that
you can draw lines that
will not overlap
55
56. Step 2. Identify the Transactions
Start with the tangible
transactions
Using one color of
marker, draw lines from
one role to another and
label the line with the
name of the deliverable.
Then do the intangible
transactions using
another color pen
No two-way arrows! 56
57. Summary/DeBrief (Exchange Analysis)
• What is the overall purpose of the network?
• What is the balance between tangible and intangible
exchanges? What does the balance (or lack of balance) signify
• Are there places people need to be engaged in exchanges, or
offering value, but aren’t?
• What would happen if roles disappeared or were combined?
57
58. How are companies using VNA?
Developing a business “web” Reconfiguring the organization
Identifying the key stakeholders and Mergers and acquisitions
relationships Integrating new groups
Finding gaps or areas needing Process redesign
development
Develop scorecards
Ensuring that relationships and value
Target exchanges for metrics and
exchanges are balanced
measurement
Fast Track Process Design
Evolving purposeful communities
Examine relationship among multiple
Understand transactional relationships
complex relationships
58
59. VNA and ONA
Value Network Analysis Organizational Network Analysis
(ONA)
Focused on interactions among roles Focused on relationships among
and deliverables people
Supports improving the value created Supports improving the structural
in and for the network properties of the network to improve
the flow of knowledge and ideas
Nodes are roles Nodes are unique entities
Links are transactions Links are relationships
Can be done in a matter of hours May require survey development,
analysis, specialized software
59
61. Networks and Performance
Research on Top Performers shows that they:
• …develop open networks to minimize insularity
• …maintain balanced ties across organizational lines
• …position themselves at key points in a network
• …tend to invest in relationships that extend their
expertise
• …understand the value of networks
Rob Cross, Robert J. Thomas, and David A. Light,
“How Top Talent Uses Networks and Where Rising Stars Get Trapped,”
Accenture Institute for High Performance Business, April 2006
61
63. Personal networks: the premise
People who live in the intersection of social
worlds are at higher risk of having good ideas. –
Ron Burt
63
64. Diversity
PM
NM
KS
MK
PP
AB
NS RR
KF
DG
SK
RC
AB
DC
MB
BG
SA
PM
AL
GP
• Organization • Social Ties
• Expertise • Geographic location
• Age, Tenure • Hierarchical position
64
65. Activity (Page 6)
• Who is more likely to have
access to new ideas?
– Tom
– Marion
• Why?
65
67. Personal Network: Purpose
Focus Purpose How to Develop
Operational Getting work done Identify people who can
efficiently block or support a
project
Personal Develop and maintain Participate in
professional skills and professional
reputation associations, clubs, and
physical and online
communities
Strategic Figure out and obtain Identify lateral and
support for future vertical relationships
priorities and challenges outside your immediate
control
Source: “How Leaders Create and Use Networks,” Herminia Ibarra and Mark Hunter, Harvard Business Review January 2007
67
69. it’s not who you know, it’s where you
know
Stowe Boyd
70. Finding and making connections
• Research people
• Find connections
• Make yourself findable
•Join groups
71. Keeping track
•Family, Friends, Colleagues intermixed
• Easy to look up “friends in common”
• Photos and videos engage
• Easy to acknowledge others
72. Keeping Up
Twitter keeps me in touch with
people who are friends of my ideas.
I know about their projects and
current obsessions; they know
about mine.
– Jay Rosen
74. The power of a Hashtag
• Hashtag: any sequence of characters preceded by a #:
– No internet service until Monday? #charter #fail
• Twitter chats
– Scheduled, facilitated conversations
74
75. Join a Twitter Chat
#acadv A weekly chat for professional academic advisors and all
those interested in academic advising. @AcAdvChat Click for info
75
77. We often try to understand problems by taking apart and studying their constituent parts. But emergent
problems can’t be understood this way. Emergent systems are ones in which many different elements
interact. The pattern of interaction then produces a new element that is greater than the sum of the parts,
which then exercises a top-down influence on the constituent elements.
Culture is an emergent system. A group of people establishes a pattern of interaction. And once that culture
exists, it influences how the individuals in it behave. An economy is an emergent system. So is political
polarization, rising health care costs and a bad marriage. Emergent systems are bottom-up and top-down
simultaneously. They have to be studied differently, as wholes and as nested networks of relationships. We
still try to address problems like poverty and Islamic extremism by trying to tease out individual causes. We
might make more headway if we thought emergently. We often try to understand problems by taking apart
You can’t manage a network; you can only
and studying their constituent parts. But emergent problems can’t be understood this way. Emergent
systems are ones in which many different elements interact. The pattern of interaction then produces a
manage its context.
new element that is greater than the sum of the parts, which then exercises a top-down influence on the
constituent elements.
Culture is an emergent system. A group of people establishes a pattern of interaction. And once that culture
exists, it influences how the individuals in it behave. An economy is an emergent system. So is political
polarization, rising health care costs and a bad marriage. Emergent systems are bottom-up and top-down
simultaneously. They have to be studied differently, as wholes and as nested networks of relationships. We
still try to address problems like poverty and Islamic extremism by trying to tease out individual causes. We
might make more headway if we thought emergently. We often try to understand problems by taking apart
and studying their constituent parts. But emergent problems can’t be understood this way. Emergent
systems are ones in which many different elements interact. The pattern of interaction then produces a
new element that is greater than the sum of the parts, which then exercises a top-down influence on the
constituent elements. Culture is an emergent system. A group of people establishes a pattern of interaction.
And once that culture exists, it influences how the individuals in it behave. An economy is an emergent
system. So is political polarization, rising health care costs and a bad marriage. Emergent systems are
bottom-up and top-down simultaneously. They have to be studied differently, as wholes and as nested
networks of relationships. We still try to address problems like poverty and Islamic extremism by trying to