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7/28/2019 8332_SCM-2013-Performance Measures for Supply Chain
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Performance Measures for Supply Chain
W S William
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The saying goes,
You get what you measure.
Knowing precisely what to measure is sometimes
complicated.
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Let us look at some of the traditional functional
performance measures.
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Manufacturing Sales & Marketing Engineering/
R&D
Unit cost
Labor cost
Labor productivity
Quality, scrap rate
Plant utilization
Plan vs. actual
production
Market share
Revenue
Sales growth
New hot products
Customer satisfaction
Function/features
Labor & material
cost
Time-to-market
Award-winning
designs
Design for
manufacturabilityassembly, etc.
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Supplier/Manufacturer Distributor/Retailer
Plant utilization
CostQuality, scrap rate
Safety
Labor productivity
Plan vs. actual production
Inventory levels
Supplier/manufacturer profit
New hot: products
Gross margin ($)Fill rate
Stock-out rate
Retailer/distributor profit
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Aligning Metrics and Business Strategy (Value Proposition)
The value proposition answer the question :
Why do customers buy from us ?
The business strategy answer the question:
How can we ensure that customers will continue to
buy from us ?
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Examples of Metrics that are Mis-aligned
Dell
Initially thought that customers are interested in buying fastest
processor available.
Later found that customers wanted a consistent and common
platform across all users. Consistency was counted becausethat would make technical support much simpler.
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Dell Latitude notebook features:
Component stability, consistency and backward-compatibility
Dell Inspiron notebook features:
Fastest available processor speed and high-end graphiccomponent
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General Electric Aircraft Engines (GEAE)Formerly measured the performance of their aircraft engine
overhaul shops by turnaround time, or TAT
Faster this time, the less time their customers wait for that
engine.
But GEAE found that the airlines were more interested in ametric called W2W (Wing-to-Wing)
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W2W is the time from the moment an engine is removed from
the wing of an airplane to the time the repaired (or a
replacement) engine has been mounted.
This represents the total amount of time an expensive airplane isout of service due to engine maintenance or swapping.
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Removal from
wing
Re-installation
on wingTAT (Overhaul) Time
W2WTime Time
TAT vs. W2W
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How would you improve W2W time, as opposed to simply
improving TAT ?
GEAE added more engine overhaul sites around the world so
that the transport time to an overhaul centre was shorter.
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Call Centers (mis-aligned metrics)
Many call centers are evaluated on the basis ofcall center
productivity ie number of calls handled per operator perhour
It is easy to measure but could encourage poor service.
Many companies are using two-dimensional metric includingboth productivity and quality of experience as rated by the
customer.
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Major Classes of Metric for Supply Chains
Service Metrics
how you meet customer needs
Inventory Metrics
how much inventory you have
Time/Speed/Flexibility Metrics
how quickly can you respond to new developments
Financial Metricshow supply chain management affects your bottom line
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Service Metric under Build-to-Stock
Fill Rates : means how many of our customer
requests were met without delay
Order Fill Rate : measures the percentage ofcomplete orders met without delay
Line Item Fill Rate : takes an order for multiple SKUs
and treats each line of the order as a separaterequest , measuring the percentage of line items
within each order that are met without delay.
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Unit Fill Rate : measures the percentage of units ordered that
are filled without delay
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Example
Suppose you sell coloured pens, and you receive the following orders:
Item Quantity
Red Pen 10
Blue Pen 1
Green Pen 2
Suppose you were stocked out of red pens temporarily, but had
sufficient blue and green pens to meet the remainder of the order.
What is your line item fill rate ? [2/3 or 66.7%]
What is your order fill rate ? [ 0%]
What is your unit fill rate ? [3/13]
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Order Fill Rate vs Line Item Fill Rate
If you have 95% average line item fill rates,
Probability of complete order fill for 2-line order = 0.95x0.95 =0.9025 or 90.25%
Probability of complete order fill rate for 14-line order = (0.95) to
the power 14 = 0.4877 or 48.77%
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If we receive an order for 100 different SKUs,
Probability of filling that order completely would be near zero ie
0.95 to the power 100 = .0059 or 0.59%
So an order fill rate metric may not reflect your business need.
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Fill rate measure the successes
What happens to unfilled requests of failures ?It is an important question in SCM
Backorders vs. Lost sales
Lost sales metric (difficult to measure in many situations)(If order for specific items are defined and fill rates are known,lost sales metric can be tracked)
Time to fill the backorders
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Different fill-rates for different items can be a wise
idea !
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Service Metric under Build-to-Order
Promised Response Time or Lead Time
% Completed on Time
Aging of Late Orders ie how long it took to fill a late order
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Inventory Metrics
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There are two issues; Inventory and Service level
In your organization, two different groups are
responsible for these or a single group is responsible
for both.
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Three major inventory metrics used in SCM are:
Inventory Value
Inventory Turns
Inventory as a Time Supply (e.g. , days of Inventory)
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Speed and Flexibility Metrics
Promised lead times to customers
Lead time at a node
Complete supply chain lead time
Cash-to-cash cycle
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The Cash-to-Cash Cycle
AcquireMaterial
Pay forMaterial
SellOutput
ReceivePayment
Inventory
Accounts
Payable
Accounts
Receivable
Cash-to-cash cycle
Time
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CCC = DIO + DSO DPOCCC (Cash Conversion Cycle)
DIO (Days of Inventory Outstanding)
DSO (Days of Sales Outstanding)DPO (Days of Payable Outstanding)
DIO = Average Inventory / COGS per day
DSO = Average Accounts Receivable (AR) / Revenue per day
DPO = Average Accounts Payable (AP) / COGS per day
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Financial Metrics
ROI (Return on Investment)
= Net Income/ Investment
EVA (Economic Value Added)
= Net Profit minus charge for invested capital
NB : All figures are in Rs. Crores
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Item Year 2013 Year 2012
Revenue 5103.0 Not needed
COGS 3533 Not needed
Inventory 1314.0 1274.6
A/R 99.1 91.5
A/P 828.9 745.1
Average Inventory (1314.0 + 1274.6) / 2 = 1294.3
Average AR (99.1 + 91.5 ) / 2 = 95.3
Average AP (828.8 + 745.1 ) / 2 = 787.0
g
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Bullwhip Metric
Metric to assess wildly fluctuating orders in upstream portion of
the supply chain.
Bullwhip Metric = Standard Deviation of Weekly Orders /
Standard Deviation of Weekly Sales
= 229 / 65 = 3.52 [for example]If there were no bullwhip effect, we would expect this ratio to be
approximately 1.0
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Bad Metrics
Plant or equipment utilization
If the decision does not affect the cost,then the cost should not
affect the decision.
SingleFactor Productivity Metrics
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Metric for the Entire Supply Chain
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A solid theoritical idea runs into many practical problems when
one considers real-world supply chains.
How do we proceed , given this real-world complexities ?
Just keep in mind the entire supply chain when assessing
changes.
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Roadblocks to Chain-Wide Metrics
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Thank you