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Lean Supply Chains:
The Foundation
 System’s
Perspective
 Understand
supply chain dynamics
and adopt a holistic view.
 Consider the business ecosystem in
which you are operating.
 Supply
Chain Dynamics
 Enterprises
can experience huge
variations at each step in the chain,
with variations typically more
pronounced the further upstream the
enterprise is from the ultimate user.
Simulation Settings

Overly simplified supply chain


Selling kegs of beer
Roles

Factory (warehouse)

Distributor

Wholesaler

Retailer
Supply Channels
From
shop floor
Transport
delays
Factory
Order
訂單
Distributor
Order
訂單
Order
processing
delays
Wholesaler
Order
訂單
Retailer
To
Consumers
Retailer

Order beer from wholesaler

Manages inventory levels

Sells/ships beer to fill end-consumer’s orders
Wholesaler

Order beer from distributor

Manages inventory levels

Sells/ships beer to fill retailer’s orders
Distributor

Order beer from factory warehouse

Manages inventory levels

Sells/ships beer to fill wholesaler’s orders
Factory

Schedule beer production in factory

Manages finished goods inventory levels

Sells/ships beer to fill distributor’s orders
Leadtimes

Order processing delay

Transportation delay

Unit cycle time: 2 weeks
Cost structure

Inventory holding cost:


$1 for each keg of beer in the inventory at the end
of each week
Lost of sales cost

$2 for each keg of beer that is backlogged at the
end of each week
What you should do every
week

Receive beer from upstream supplier

Receive order from downstream customer

Ship the beer to fill the demand as much as
possible, as inventory permit

Backlogged orders must be filled in subsequent
week, as inventory permit

Send an order to your upstream supplier

Objective: Minimize your total cost
Bebrief
The Beer Game

Underscores the importance of
understanding supply chain dynamics and
applying systems thinking to coordinate
activities within and between enterprises.

Explains the crucial role lead times play in
enhancing or inhibiting competitiveness

Elaborates on the role of information
systems in the lean supply chain.
Assumptions

Assumes a linear SC, 4 enterprises, one type of beer
Factory
Distributor
Wholesaler
Retailer
Goal is to manage demand as imposed by it’s
customer
 Each enterprise has only one manager
 Runs for 36 wks.

Assumptions

Each week, an enterprise receives an order
from downstream customers and places an
order upstream.

Two week lead time between when an order is
placed and when it is received.

Each enterprise starts with 12 cases of beer.
Playing the game

Everyone acts in their own self interest
on the basis of their own forecasts

The system is in a steady state with
demand at four cases each week.

In week 5, demand is disrupted to 8
cases a week and remains constant.

Player’s ordering policy?
Bullwhip Effect

Fluctuations in orders increase as they move up the supply
chain from retailers to wholesalers to manufacturers to
suppliers

Distorts demand information within the supply chain

Results from a loss of supply chain coordination
Demand Distortion
 Results
in:
 Larger
 Lost
inventory carrying costs
sales from stock outs
 Lack
of responsiveness to customer demand
Demand at Different Stages
Bullwhip Effect
Most demand distortion is caused by the supply
chain itself, not by the customer.
 Results in:


excessive inventory investment

poor customer service

lost revenues

misguided capacity planning

ineffective transportation

Ineffective production schedules.



Retailer
Wholesaler
Distributor
Factory
200%
400%
800%
1,600%
The variation doubles at each stage.
However, of the xx-case increase in the factory's
orders, only four cases were directly attributable to a
change in consumer demand.
The lead times present in this value stream created
94 percent of the variation observed in the factory’s
orders.
The Implications of Lead Time
on the Bullwhip Effect
Retailers
Manufacturers


Warehouses/
Distributors
Lead times significantly exacerbate the bullwhip effect
Reducing lead time, in combination with improved
visibility along the supply chain, can significantly and
positively relieve the bullwhip effect
The Impact of Information on
the Bullwhip Effect
 Perfect
forecasting does not
eliminate the bullwhip effect
 Lesson:
The bullwhip effect is
present even if there is perfect
information about the future that is
shared among all channel
partners.
The Impact of Lead Time on
the Bullwhip Effect

Lead times can multiply the variation in
demand and so everyone in the supply
chain should be working to reduce lead
times.

The implications of Little's Law are that
when inventory in the supply chain is high,
lead times increase, and, conversely,
longer lead times result in more inventories
in the pipeline.
This problematic and cyclical relationship
between lead times and inventory is a
powerful reason for reducing lead times.

Structure Drives Behavior:
Causes of the Bullwhip Effect

Lack of visibility

Long lead time

Many stages in the supply chain

Lack of pull signals

Order batching

Price discount and promotions

Forward buying

Rationing
Other Behaviors that Cause
the Bullwhip Effect

Over-reaction to backlogs

Neglecting to order to reduce
inventory

Demand forecast inaccuracies

Attempts to meet end-of-month metrics
Ways to Mitigate the Bullwhip
Effect

Reduce lead times

Use/sharing of POS data

Smaller orders


Use stable pricing, “everyday low
prices”


Work with suppliers on more frequent
deliveries of smaller order increments
Levels out customer demand
Allocation based on past sales
Coordination in a
Supply Chain
Lack of Supply Chain Coordination
and the Bullwhip Effect
Supply chain coordination – all stages of
the chain take actions that are aligned
and increase total supply chain surplus
 Requires that each stage share information
and take into account the effects of its
actions on the other stages
 Lack of coordination results when:

 Objectives
of different stages conflict
 Information moving between stages is delayed
or distorted
Incentive Obstacles

Occur when incentives offered to different stages or
participants in a supply chain lead to actions that increase
variability and reduce total supply chain profits

Local optimization within functions or stages of a supply
chain

Sales force incentives
Information Processing
Obstacles

When demand information is distorted as it moves
between different stages of the supply chain, leading to
increased variability in orders within the supply chain

Forecasting based on orders, not customer demand

Lack of information sharing
Operational Obstacles

Occur when placing and filling orders lead to an increase
in variability

Ordering in large lots

Large replenishment lead times

Rationing and shortage gaming
Operational Obstacles
Pricing Obstacles

When pricing policies for a product lead to an increase in
variability of orders placed

Lot-size based quantity decisions

Price fluctuations
Pricing Obstacles
Behavioral Obstacles

Problems in learning within organizations that
contribute to information distortion
1.
Each stage of the supply chain views its actions locally
and is unable to see the impact of its actions on other
stages
2.
Different stages of the supply chain react to the current
local situation rather than trying to identify the root causes
3.
Different stages of the supply chain blame one another for
the fluctuations
4.
No stage of the supply chain learns from its actions over
time
5.
A lack of trust among supply chain partners causes them
to be opportunistic at the expense of overall supply chain
performance
Managerial Levers to
Achieve Coordination

Aligning goals and incentives

Improving information accuracy

Improving operational performance

Designing pricing strategies to stabilize orders

Building strategic partnerships and trust
Aligning Goals and
Incentives
•
Align goals and incentives so that every participant in
supply chain activities works to maximize total supply
chain profits
•
Align goals across the supply chain
•
Align incentives across functions
•
Pricing for coordination
•
Alter sales force incentives from sell-in (to the retailer) to
sell-through (by the retailer)
Improving Information
Visibility and Accuracy

Sharing point of sale data

Implementing collaborative forecasting and planning

Designing single-stage control of replenishment

Continuous replenishment programs (CRP)

Vendor managed inventory (VMI)
Improving Operational
Performance

Reducing replenishment lead time

Reducing lot sizes

Rationing based on past sales and sharing information to
limit gaming
Designing Pricing Strategies
to Stabilize Orders

Encouraging retailers to order in smaller lots and reduce
forward buying

Moving from lot size-based to volume-based quantity
discounts

Stabilizing pricing

Building strategic partnerships and trust
Continuous Replenishment
and Vendor-Managed
Inventories

A single point of replenishment

CRP – wholesaler or manufacturer replenishes based on
POS data

VMI – manufacturer or supplier is responsible for all
decisions regarding inventory

Substitutes
Collaborative Planning,
Forecasting, and
Replenishment (CPFR)
•
Sellers and buyers in a supply chain may
collaborate along any or all of the following
1.
2.
3.
4.
•
•
Strategy and planning
Demand and supply management
Execution
Analysis
Retail event collaboration
DC replenishment collaboration
Achieving Coordination in
Practice
Quantify the bullwhip effect
 Get top management commitment for
coordination
 Devote resources to coordination
 Focus on communication with other stages
 Try to achieve coordination in the entire
supply chain network
 Use technology to improve connectivity in
the supply chain
 Share the benefits of coordination equitably
