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Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Exploring Shared Situational Awareness
using Serious Gaming in Supply Chain
Disruptions
Shalini Kurapati, TU Delft
Dr.ir. Gwendolyn Kolfschoten, TU Delft
Dr.ir. Alexander Verbraeck, TU Delft
Dr. Thomas M. Corsi, University of Maryland
Dr. Frances Brazier, TU Delft
ISCRAM conference, May 2013
Baden-Baden, Germany
2
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
SALOMO – Situational Awareness for
LOgistic Multimodal Operations
Mission:
• Empower the stakeholders in the supply chains by facilitating better
decisions and planning through increased shared situational
awareness as well as better trained staff able to flexibly deal with
dynamic circumstances.
• Develop and test 8 tools to improve shared situational awareness in
multi-stakeholder settings
SALOMO Project, Dinalog, Logistics Clusters, 14-12-2012 2
3
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Supply Chain Disruptions
The Huffington Post, 2002
usnews.nbc.com, 2012
TIB,Wa
Setsail.com
4
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Impact of disruptions: Cascading effects
• Affects human lives
• Cascading effects/ripple effects
• Emergency supplies
• Operational delays
• Increased training & procedural changes
• Temporary labour/ safety risks
Long island port strikes: $1 billion/day loss to the US
economy
For every $1 on insurance, $8-$36 on uninsured costs (HSE, UK
& Thomas Miller)
Early warning systems, communication and information-sharing
among stakeholders, joint corrective actions can make the SC
more responsive to disruptions
5
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Shared Situational Awareness (SSA)
6
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Challenges in SC disruption management
• Impossible to predict all risks
• Lack of preparedness to mitigate disruptions
• No hierarchy/command and control
• Complex and dynamic nature of supply chains offer poor visibility of
effects
• Multiple-stakeholders and the interdependencies
• Lack of shared situational awareness on disruptions and effects
• Strategic behaviour
A garment supply chain network (Dass et al. 2011)
7
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Decision making when disruptions strike
• Complex, chaotic
• Not enough preparedness
• Individualistic sense of urgency and action
• Lack of Shared Situational Awareness
8
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
SSA Framework for multi-stakeholder systems
Individual Group System
Participation Flexibility Synergy Innovation
Prescription Compliance Coordination Network
governance
Perception Goal orientation;
Focus
Team goal;
Orientation
Positioning
From individual towards participative decision making
SSAMaturityLevels
9
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Main research questions
How can SSA improve the participatory decision making of actors in
supply chains, to reduce the impact of disruptions in the network?
1. How to improve shared situational awareness (SSA) in multi-actor networks?
2. What are key factors that affect SSA in intermodal transport networks?
3. How can SSA be assessed in such multi-actor networks?
4. What are the methods and techniques to improve and support SSA in these networks?
5. What are the guidelines to implement the SSA in practice, for the intermodal transportation networks?
10
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Gaming to explore SSA
• Need to understand the behaviour and decision-making of
stakeholders in a non-hierarchical setting
• Too complex to understand real-world „as-is‟
• Simulation games are excellent instruments to learn about
complex situations
Where problems are unfamiliar
Information is inadequate
Cost of errors is very high
They are experimental, experiential and educational
Can be tested in a safe and controlled environment
Source:http://en.wikipedia.org/wiki/File:6sided_dice.jpg
11
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Key objectives of game
• Understanding the impact of increased shared situational
awareness on individual, group and system level
performance.
• Setting a foundation to identify measures to increase SSA
• Offering a frame of reference to assess SSA in the
organization and network.
• To serve as a training tool for disruption management
13
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
SC disruption management game
Source: hhla.de
14
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Disruption management game
• An insight into decision making during disruptions
• Taking decision to avoid losses
• Emphasis on bouncing back to business as usual
• Varying levels of information visibility, and communication
options
• Based on interviews, process manuals, literature studies
Role
descriptions
Vessel
planner
Resource
planner
Control
towerSales
Yard
planner
15
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Role description
1. Vessel planner
• Plan the unloading and loading of the ship
• Plan the mooring slot for ships
• Reduce ship waiting times
Source: http://www.hine-consultancy.co.uk/
Source: Dai, Lin, Moorthy & Teo (2008)
16
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Role description
2. Yard planner
• Decides the storage positions for the incoming and outbound
containers in the yard.
• Receiving outbound containers of a group for a vessel or
unloading of inbound containers.
• The yard planner is responsible for sufficient stack capacity to
maintain overall performance.
Source: sciencedirect.com
17
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Role description
3. Control tower
• Gives permissions for operations that are outside
the existing plans.
• Control tower keeps track of operations
18
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Role description
4. Sales
• Responsible for the bookings and financial transactions
between the clients and the terminal
• Arrange alternatives to clients during disruptions of container
flow in and out of the terminal.
• They need to keep the customer informed at all time, and
responsible for customer satisfaction.
19
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Role Description
5. Resource planner
• Assign resources to each vessel planned for your terminal
resources per shift planned for gangs
• Get an overview of all resources demanded for per time slot
over the next days or weeks
• Equipment allocation
• Quay cranes, automated guided vehicles, gantry cranes,
reach stackers
Source:arl-shipzine.com
20
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Disruption mitigation game
• Disruption scenarios introduced in the game
• Situation deteriorates unless appropriate decisions are taken
• Decision making to mitigate the effects of disruptions
• Information sharing and communication
• Scoring on individual and overall performance indicators
21
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Individual game board example
22
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Game pieces
• Individual game boards
• Overall game boards
• Decision cards
• Information cards
• Joker cards
• Pawns
• Rolling dice
• Stopwatch
• Game leader score cards
• Communication tokens
23
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Overall game board
24
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Game rules and set-up
• Game leader orchestrates the game
• 5 rounds, 1 decision to be made each round
• Information cards can be communicated
• Communication through phone, e-mail, meetings
• Costs and chances of communication
• Choose between two decision options or use joker
• After every round the game leader announce your score
based on your decision
25
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Scoring
• Individual and overall KPIs
• Individual scores for each role , contribute to overall scores
• Team scores based on affiliations
Team Safe: resource planner and control tower
Team Cheap: vessel planner ,yard planner, sales
Team Happy: vessel planner, sales
Scores depreciate every round, appropriate decision improve
scores
Safety
Performance
Customer satisfaction
26
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Game play with SC students
University of Maryland, Feb 2013
27
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Game play with practitioners
April 4, DINALOG, Breda
28
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Data collection and preliminary results
• Test with more than 100 participants
• Questionnaire based on Nielsen‟s heuristics for playability and
usability
• Video recordings of game play
• Further validation by expert in progress
Preliminary observations
Local optimum and global minimum
Too much or too little information
Awareness of interdependencies in higher SSA levels
Negotiations for information exchange
29
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
The Game as a Training tool
Learning elements for professionals: Increased preparedness
• Strategies to mitigate losses
• Time pressure and limited resources
• Prioritizing and balancing: Safety vs. profits vs. customer
satisfaction
• Understanding the need for coordination and information
sharing
• A mobile application under construction
30
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Game as a Research Instrument
• SSA measurement
• Individual SA measurement
• Factors affecting SSA
• Control variables: Information visibility and communication
options
• Dependent variables: Decision quality, Frequency of
communication, decision time, KPIs
• Limitations
• Foundations of SSA for planning and collaboration tools
• Other games and tools
31
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Collaboration tool for disruptions
• Scalable problem solving
process that can be used by
multiple stakeholders
• Mobile participation possible
• Invite of additional experts
• Scaling up when problem is
larger or risks increase
31
SALOMO tools
32
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Microgames (InThere)
SALOMO tools
33
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Future work
• Experimental design
• Data collection and analysis
• Expert validation
• Scalable versions
• Validation of SSA theory for multi-stakeholder systems
• Planning and decision-making tools based on SSA
• Implementation in practice
• SALOMO user-group
34
Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions
Questions/Remarks
“Information can tell us everything. It has all the answers. But
they are answers to questions we have not asked, and which
doubtless don‟t even arise”- Jean Baudrillard, French
semiologist
Contact me @
S.Kurapati@tudelft.nl

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Exploring Shared Situational Awareness using Serious Gaming in Supply Chain Disruptions

  • 1. 1 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Exploring Shared Situational Awareness using Serious Gaming in Supply Chain Disruptions Shalini Kurapati, TU Delft Dr.ir. Gwendolyn Kolfschoten, TU Delft Dr.ir. Alexander Verbraeck, TU Delft Dr. Thomas M. Corsi, University of Maryland Dr. Frances Brazier, TU Delft ISCRAM conference, May 2013 Baden-Baden, Germany
  • 2. 2 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions SALOMO – Situational Awareness for LOgistic Multimodal Operations Mission: • Empower the stakeholders in the supply chains by facilitating better decisions and planning through increased shared situational awareness as well as better trained staff able to flexibly deal with dynamic circumstances. • Develop and test 8 tools to improve shared situational awareness in multi-stakeholder settings SALOMO Project, Dinalog, Logistics Clusters, 14-12-2012 2
  • 3. 3 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Supply Chain Disruptions The Huffington Post, 2002 usnews.nbc.com, 2012 TIB,Wa Setsail.com
  • 4. 4 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Impact of disruptions: Cascading effects • Affects human lives • Cascading effects/ripple effects • Emergency supplies • Operational delays • Increased training & procedural changes • Temporary labour/ safety risks Long island port strikes: $1 billion/day loss to the US economy For every $1 on insurance, $8-$36 on uninsured costs (HSE, UK & Thomas Miller) Early warning systems, communication and information-sharing among stakeholders, joint corrective actions can make the SC more responsive to disruptions
  • 5. 5 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Shared Situational Awareness (SSA)
  • 6. 6 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Challenges in SC disruption management • Impossible to predict all risks • Lack of preparedness to mitigate disruptions • No hierarchy/command and control • Complex and dynamic nature of supply chains offer poor visibility of effects • Multiple-stakeholders and the interdependencies • Lack of shared situational awareness on disruptions and effects • Strategic behaviour A garment supply chain network (Dass et al. 2011)
  • 7. 7 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Decision making when disruptions strike • Complex, chaotic • Not enough preparedness • Individualistic sense of urgency and action • Lack of Shared Situational Awareness
  • 8. 8 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions SSA Framework for multi-stakeholder systems Individual Group System Participation Flexibility Synergy Innovation Prescription Compliance Coordination Network governance Perception Goal orientation; Focus Team goal; Orientation Positioning From individual towards participative decision making SSAMaturityLevels
  • 9. 9 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Main research questions How can SSA improve the participatory decision making of actors in supply chains, to reduce the impact of disruptions in the network? 1. How to improve shared situational awareness (SSA) in multi-actor networks? 2. What are key factors that affect SSA in intermodal transport networks? 3. How can SSA be assessed in such multi-actor networks? 4. What are the methods and techniques to improve and support SSA in these networks? 5. What are the guidelines to implement the SSA in practice, for the intermodal transportation networks?
  • 10. 10 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Gaming to explore SSA • Need to understand the behaviour and decision-making of stakeholders in a non-hierarchical setting • Too complex to understand real-world „as-is‟ • Simulation games are excellent instruments to learn about complex situations Where problems are unfamiliar Information is inadequate Cost of errors is very high They are experimental, experiential and educational Can be tested in a safe and controlled environment Source:http://en.wikipedia.org/wiki/File:6sided_dice.jpg
  • 11. 11 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Key objectives of game • Understanding the impact of increased shared situational awareness on individual, group and system level performance. • Setting a foundation to identify measures to increase SSA • Offering a frame of reference to assess SSA in the organization and network. • To serve as a training tool for disruption management
  • 12. 13 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions SC disruption management game Source: hhla.de
  • 13. 14 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Disruption management game • An insight into decision making during disruptions • Taking decision to avoid losses • Emphasis on bouncing back to business as usual • Varying levels of information visibility, and communication options • Based on interviews, process manuals, literature studies Role descriptions Vessel planner Resource planner Control towerSales Yard planner
  • 14. 15 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Role description 1. Vessel planner • Plan the unloading and loading of the ship • Plan the mooring slot for ships • Reduce ship waiting times Source: http://www.hine-consultancy.co.uk/ Source: Dai, Lin, Moorthy & Teo (2008)
  • 15. 16 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Role description 2. Yard planner • Decides the storage positions for the incoming and outbound containers in the yard. • Receiving outbound containers of a group for a vessel or unloading of inbound containers. • The yard planner is responsible for sufficient stack capacity to maintain overall performance. Source: sciencedirect.com
  • 16. 17 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Role description 3. Control tower • Gives permissions for operations that are outside the existing plans. • Control tower keeps track of operations
  • 17. 18 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Role description 4. Sales • Responsible for the bookings and financial transactions between the clients and the terminal • Arrange alternatives to clients during disruptions of container flow in and out of the terminal. • They need to keep the customer informed at all time, and responsible for customer satisfaction.
  • 18. 19 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Role Description 5. Resource planner • Assign resources to each vessel planned for your terminal resources per shift planned for gangs • Get an overview of all resources demanded for per time slot over the next days or weeks • Equipment allocation • Quay cranes, automated guided vehicles, gantry cranes, reach stackers Source:arl-shipzine.com
  • 19. 20 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Disruption mitigation game • Disruption scenarios introduced in the game • Situation deteriorates unless appropriate decisions are taken • Decision making to mitigate the effects of disruptions • Information sharing and communication • Scoring on individual and overall performance indicators
  • 20. 21 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Individual game board example
  • 21. 22 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Game pieces • Individual game boards • Overall game boards • Decision cards • Information cards • Joker cards • Pawns • Rolling dice • Stopwatch • Game leader score cards • Communication tokens
  • 22. 23 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Overall game board
  • 23. 24 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Game rules and set-up • Game leader orchestrates the game • 5 rounds, 1 decision to be made each round • Information cards can be communicated • Communication through phone, e-mail, meetings • Costs and chances of communication • Choose between two decision options or use joker • After every round the game leader announce your score based on your decision
  • 24. 25 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Scoring • Individual and overall KPIs • Individual scores for each role , contribute to overall scores • Team scores based on affiliations Team Safe: resource planner and control tower Team Cheap: vessel planner ,yard planner, sales Team Happy: vessel planner, sales Scores depreciate every round, appropriate decision improve scores Safety Performance Customer satisfaction
  • 25. 26 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Game play with SC students University of Maryland, Feb 2013
  • 26. 27 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Game play with practitioners April 4, DINALOG, Breda
  • 27. 28 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Data collection and preliminary results • Test with more than 100 participants • Questionnaire based on Nielsen‟s heuristics for playability and usability • Video recordings of game play • Further validation by expert in progress Preliminary observations Local optimum and global minimum Too much or too little information Awareness of interdependencies in higher SSA levels Negotiations for information exchange
  • 28. 29 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions The Game as a Training tool Learning elements for professionals: Increased preparedness • Strategies to mitigate losses • Time pressure and limited resources • Prioritizing and balancing: Safety vs. profits vs. customer satisfaction • Understanding the need for coordination and information sharing • A mobile application under construction
  • 29. 30 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Game as a Research Instrument • SSA measurement • Individual SA measurement • Factors affecting SSA • Control variables: Information visibility and communication options • Dependent variables: Decision quality, Frequency of communication, decision time, KPIs • Limitations • Foundations of SSA for planning and collaboration tools • Other games and tools
  • 30. 31 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Collaboration tool for disruptions • Scalable problem solving process that can be used by multiple stakeholders • Mobile participation possible • Invite of additional experts • Scaling up when problem is larger or risks increase 31 SALOMO tools
  • 31. 32 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Microgames (InThere) SALOMO tools
  • 32. 33 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Future work • Experimental design • Data collection and analysis • Expert validation • Scalable versions • Validation of SSA theory for multi-stakeholder systems • Planning and decision-making tools based on SSA • Implementation in practice • SALOMO user-group
  • 33. 34 Challenge the futureExploring Shared Situational Awareness in Supply Chain Disruptions Questions/Remarks “Information can tell us everything. It has all the answers. But they are answers to questions we have not asked, and which doubtless don‟t even arise”- Jean Baudrillard, French semiologist Contact me @ S.Kurapati@tudelft.nl

Notes de l'éditeur

  1. Unclear game rules