Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
TED Talk – Painter – VOSS Team Results
1. STS DESIGN for COORDINATION
of VIRTUAL (Distributed) Work
STS RT TED Talk on ‘Innovations in Practice’
Boston, MA
October 2013
PRACTITIONER
IMPLICATIONS
of
NSF-VOSS
‘Comparative Study of Virtual
R&D Organizations’
by
Doug Austrom, Betty Barrett, Betsy Merck,
Bert Painter, Pam Posey, Ram Tenkasi
NATIONAL SCIENCE FOUNDATION GRANT
VOSS: VIRTUAL ORGANIZATIONS AS
SOCIO-TECHNICAL SYSTEMS
October 2013
2. Background:
3
Observations
about the
emerging
work world
“From Virtual Teams to VIRTUALITY in
TEAMS…where a mix of face-to-face and
technology-mediated interactions are used…and
prevalent in modern forms of teamwork.”
– Dixon & Panteli, Human Relations, 2010
“In the new order of business…with more and
more decentralized decision-making…we need
to move from command-and control to
Coordinate-and-Cultivate.”
– Tom Malone, The Future of Work, 2004
“Coordination is the major challenge of global
projects…the fundamental problem is that
many of the mechanisms to coordinate work
in a co-located setting are absent or disrupted
in distributed work”
– James Hersleb, Global Software Engineering, 2007
STSR VOSS TEAM
Supported by NSF-VOSS Award #0943237
2
October 2013
3. 1.
Foreground:
Meaning &
Significance
of
Coordination
in
Organization
Design
“Coordination focuses on the activities that
need to be done and the relationships and
dependencies among them…[so as] to enable a
group of people to produce good results.”
- Tom Malone, The Future of Work
2.
“Choice of best coordination architecture can
lead to at least 20% improvement in time/cost
performance.”
- Moser & Halpin, 2009: Decade-long study of Global Projects
3.
“As the amount of task uncertainty
increases, (and therefore, information
processing increases), the organization must
adopt coordination mechanisms which
increase its information processing
capabilities.”
- Jay
Galbraith, Organization Design: An Information Processing View
STSR VOSS TEAM
Supported by NSF-VOSS Award #0943237
3
October 2013
4. Model of Six Stage Continuum of R&D Work
R
1
R
2
D
1
D
2
D
3
Exploratory
Development
Work
Advanced
Development
Work
Start-Up
(pilot
plants, beta
testing)
Development
Work
KNOW
KNOW
WHAT
WHAT
Pure
Research
Work
Applied
Research
Work
DON’T
KNOW
DON’T
KNOW
WHAT
WHAT
we are
looking for
(i.e. end state
or objective)
DON’T KNOW
KNOW
DON’T KNOW
DON’T KNOW
HOW
HOW
HOW
HOW
to carry out
the research
to carry out
the research
to achieve it
IN DETAIL
to achieve it
KNOW
WHAT
Supported by NSF-VOSS Award #0943237
Scale-Up
(volume & costs)
Development
Work
KNOW
WHAT
KNOW
KNOW
HOW
HOW
OPERATIONALLY
CONCEPTUALLY
to achieve it
to achieve it
HIGH Uncertainty
STSR VOSS TEAM
D
4
LOWER Uncertainty
4
October 2013
5. TASK UNCERTAINTY
Continuum for Knowledge Work
‘R1’
‘D4’
DON’T KNOW
DON’T KNOW
KNOW
KNOW
KNOW
KNOW
WHAT
WHAT
WHAT
WHAT
WHAT
WHAT
we are looking
for
(i.e. end state
or objective)
DON’T KNOW
KNOW
DON’T KNOW
DON’T KNOW
KNOW
KNOW
HOW
HOW
HOW
HOW
HOW
HOW
to carry out
the research
to carry out
the research
to achieve it
IN DETAIL
CONCEPTUALLY
OPERATIONALLY
to achieve it
to achieve it
to achieve it
HIGH
UNCERTAINTY
STSR VOSS TEAM
Supported by NSF-VOSS Award #0943237
LOWER
UNCERTAINTY
5
October 2013
6. COORDINATION
Across the Continuum of Task Uncertainty
R1
D4
Shape and
Reinforce
Drive
Problem Solving
Converge
Convey
Mutual
Adjustment
Standardization
Rules Based
Peer-to-Peer
Hierarchical
Exploration
Prescriptive
Uncertainty
Certainty
Mystery
STSR VOSS TEAM
Heuristic
Supported by NSF-VOSS Award #0943237
Algorithm
6
October 2013
7. Key Deliberations:
‘Choice Points’ in Knowledge Work processes
Key Deliberations are patterns
of exchange and communication in
which people engage to reduce the
equivocality (or uncertainty) of a
problematic issue
The salient elements of a
deliberation include the Topic,
Forums, and Participants
STSR VOSS TEAM
Supported by NSF-VOSS Award #0943237
Examples of Key Deliberations
in NSF-VOSS Comparative Study
of Virtual R&D projects…
• What Experiment(s) to run
• How to Design the experiment
• What Diagnostic instruments to
use
• Who will have Access to the data
• What software Feature(s) will we
develop
• What is the Scope and time/cost
Estimate of this work
October 2013
8. Knowledge Work Barriers:
Examples in our study of Virtual R&D Projects
Lack of available knowledge
Technical procedures in two different laboratories were discovered to be
incompatible and initially prevented development of inter-dependent
experiments
Lack of common frame of reference
Scientists from different disciplines interpreted the same data very
differently or were accustomed to very different research procedures
Failure to share knowledge
Use of standardized data collection was seen by some researchers in
different research institutions as an imposition over other data more
suited to their own unique research interests
Failure to utilize knowledge
Corporate intelligence about particular vendor competencies was not
utilized by an individual division in their vendor selection procedures
STSR VOSS TEAM
Supported by NSF-VOSS Award #0943237
8
October 2013
10. Sociotechnical Systems Framework
For Designing Coordination of Virtual Work
STRATEGIES
(Mission, Collaboration
Agreements)
STRUCTURES
(Roles, Organization Design)
TECHNOLOGY
(Collaboration
Tools, Media)
PEOPLE
(Skills, Relationships,
Values, Communications)
PROCESSES
(Standards,
Schedules, Plans)
STSR VOSS TEAM
Supported by NSF-VOSS Award #0943237
10
October 2013
11. STS Design for Coordination of Virtual Work
OPEN DISCUSSION
STSR VOSS TEAM
Supported by NSF-VOSS Award #0943237
11
October 2013
Hinweis der Redaktion
The THEME is DESIGN using STS methodology.The FOCUS is on COORDINATION.The APPLICATION is in VIRTUAL (or Distributed) Work Settings.
The SIGNIFICANCE of a focus on COORDINATION in VIRTUAL ORGANIZATIONAL SETTINGSIs PUNCTUATED by at least 3 Observations about what is happening in the emerging world of work.
What do we MEAN by COORDINATION? AND the documented evidence in the VIRTUAL SETTING of Global Software Projects is that the IMPACT ON PERFORMANCE is substantial!WHY?—Jay Galbraith refers to Coordination as THE CENTRAL PROBLEM OF ORGANIZATION DESIGN, particularly in the Information Age.SO, we believe that COORDINATION is an important focus in the DESIGN of Knowledge Work in VIRTUAL ORGANIZATIONAL SETTINGS.
Drawing on the work of Galbraith, Mintzberg & Others, FROM THE FINDINGS IN OUR VOSS COMPARATIVE STUDY OF VIRTUAL R&D ORGANIZATIONS, we have developed a more detailed MODEL of this relationship between varying levels of TASK UNCERTAINTY + significant COORDINATION MECHANISMS.The Model STARTS with differentiation of the UNKNOWNS in different TYPES OF TASKS within a CONTINUUM of R&D activity.Continuum---Bell Labs Portfolio of Projects and ADAPTED by Carolyn Ordowich
We believe it is possible to GENERALIZE this Model of R&D activity to a differentiation of various types of NON-ROUTINE, KNOWLEDGE WORK across, in effect, a CONTINUUM OF TASK UNCERTAINTY
AND THEN, the relationship we found (in our NSF-VOSS research) between different VIRTUAL R&D PROJECT types + different Types of COORDINATION MECHANISMS—we believe is GENERALIZABLE to different Types of VIRTUAL WORK with different Levels of TASK UNCERTAINTY + their corresponding COORDINATION MECHANISMS for effective performance.So, in a general way, this model can help inform one’s choice of coordination architecture for work in a virtual organizational setting.
However, in order to select the SITUATION-SPECIFIC & RELEVANT COORDINATION MECHANISM(S), we can use our VOSS Research experience to ILLUSTRATE the value of STS Design methodology for non-routine work.START with identification of the KEY DELIBERATIONS associated with the task at hand.
Then, what are the potential or actual BARRIERS to KNOWLEDGE DEVELOPMENT affecting each of these deliberations.
And FINALLY, what are the specific COORDINATION MECHANISM(S) that can make the MOST SIGNFICANT Impact to MITIGATE the main BARRIERS in the context of specific VIRTUAL WORK.
In SUMMARY, what is important to note is the ‘ORGANIZATIONAL CHOICE’ and variety of Mechanisms used for effective COORDINATION in each Virtual Organizational Setting—Success requires utilizing elements of BOTH the SOCIAL and TECHNICAL sub-systems, and it is a SOCIOTECHNICAL Perspective that anticipates such a combination of coordination elements.