when 1 worker made product start to finish quality is under 1 person's control
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mass production
when worker made small part of the product quality affected by large # of ppl nobody had control of quality so nobody could be singled out for being responsible for quality
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quality control school of thought
attempted to regain “control of quality” that was lost w mass production
scientific management approach was taken
statistical process control was invented
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philosophy of quality control school of though
every process is subject to variation
process variation produces quality variation in output
quality variation should be detected and filtered out
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quality assurance school of thought
alternative to quality control school
design/build quality into a product or service
“Do it right the first time, every time” “Low quality is costly” “Quality is everybody’s responsibility”
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philosophy of quality assurance school of thought
find and eliminate sources of process variation
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the irony was that the staggering success of the Japanese were built on...
principles of an American, a management intellectual, largely ignored in his own country
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Deming is
statistician by training
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when America joined the WWII,
Deming's skills were used to train managers who had to run the production lines for war effort
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Deming's work methods are baesd on
rigorous application of statistics
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what was his key message?
eliminate waste
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Americans sent consultants to advise on
better management methods
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Japanese were afraid of
they had established a reputation for shoddy quality and cheap price and that it was irreverseable
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"when I talked w management in Japan
I was talking to 80% of the capital"
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despite the dry stats, Deming's stats are very sensitive to
ppl
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after WWII, even if the quality of American goods were only adequate or even questionable
there was nowhere else to go and dictums of Deming were forgotten
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total quality management (TQM)
philosophy that involves everyone in org in a continual effort to improve quality and achieve customer satisfaction
FOCUS on EVERYONE, CONTINUAL IMPROVEMENT, CUSTOMER SATISFACTION
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what is the input, process, and output in statistical methods?
input + output = acceptance sampling process = statistical process control
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what does statistical process control (SPC) measure?
quality of conformance
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what is the problem with SPC?
production output is variable
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questions for SPC
how much variability is acceptable? how much variability is normal? how much variability is inevitable? where does variability come from in the first place???
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sources of variability
common variability (random) or assignable variablitiy
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common variability
natural variation in the output of a process caused by countless minor factors
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assignable variability
non-random variation whose causes can be identified and eliminated
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what 3 things do you do for SPC?
monitor a process (collect data)
identify an acceptable/normal range
alert when process goes out of this range
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what is a control chart
time-ordered plot of sample stats used to distinguish between random and nonrandom variability
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control charts rely on
random sampling
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control charts establishes
upper and lower control limits just like hypothesis testing
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2 types of errors in control charts
type 1 and type 2
when you conclude "out of control" when the process is in control = type 1 error (producer's risk)
when you conclude "in control" when the process is out of control = type 2 error (customer's risk)
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2 control charts for variables
mean control chart range control chart
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2 control charts for attributes
p-chart and c-chart
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mean control chart is used to
monitor central tendency of process
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mean control chart can be calculated by using
standard deviation and range (R)
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p-chart
control chart for attributes used to monitor the proportion of defective items in a process
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p =
# of defective items/ # of total items
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c-chart
control chart for attributes used to monitor the number of defects per unit
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c =
# of total defects/ # of total items
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run
sequence of observations w a certain characteristic
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run test
test for patterns in a sequence
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if process is stable
there should be no patterns in control chart
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if process is not stable
there should be trends/patterns/shifts in mean
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acceptance sampling was developed by who
US military in WWII for testing bullets
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main idea of acceptance sampling is
take a random sample from the lot
test/appraise sample
accept or reject whole lot based on sample result
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acceptance sample can be use with
attributes or variables
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acceptance sampling is employed when
testing is destructive cost of 100% inspection is very high 100% inspection takes too long
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acceptance sampling does not
assess the exact quality of the lot assess the performance of production process
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single sampling plans are denoted as
(n,c) plans n = sample size n c = lot is rejected if there are more than c defectives
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single sampling plans are the most
common and easiest plans to use although not the most efficient in terms of average number of samples needed
rule: accept if sample has 0 or 1 defective part, reject if sample has more than 1 defective part
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transportation infrastructure
supports flow of our nations economy
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transport functionality primarily consists of
product movement services
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2 elements in movement of inventory to specified destinations
restrictive element and flexible element
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restrictive element
in-transit inventory is "captive", usually inaccessible during transportation
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flexible element
inventory can be diverted during shipment to a new destination
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transportation consumes 3 different things
time, financial, and environmental resources
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transportation is more than what percent of cost of logistics
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transportation is one of the largest consumers of what
oil and gas in US
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transportation impacts 2 things
traffic congestion noise and air pollution
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transport functions as what for products while in a vehicle
storage services
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in-transit inventory is captive in
transport system
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managers strive to do what with in-transit inventory
minimize
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products can also be stored in
vehicles at origin or destination (trailers, trucks, railcars)
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storing products in vehicles at origin or destination is usually
more expensive than traditional warehousing bc mut pay for rental or demurrage charges on vehicles usef for storage
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what are the transportation stakeholders involved in transportation
consignor (shipper) consignee (receiver) carrier and agents government internet (marketplace) public
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what are the interests of consignor (shipper) and consignee (receiver)
have a common interest in moving goods from origin to destination within a given time at the lowest cost
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what is the interest of carriers
desire to maximize their revenue for movement while minimizing associated costsa
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what are the interests of agents (brokers and freight forwarders)
to facilitate carrier and customer matching
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what are the interest of government
desire a stable and efficient transportation environment to support econ growth
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what are the interest of the public
concerned w transportation accessibility, expense, standards for security, safety, and environment
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what are the interests of internet
new marketplace for transportation replaces phone, fax, other tech
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transportation structure consists of
rights-of-way vehicles carriers operating within 5 basic modes
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5 basic transportation methods
rail highway water pipeline air
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mode is
basic transportation method
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motor carriers
trucks exceeds all other modes combined in domestic freight market
expanded rapidly since end of WWII
benefits include: speed of transit, ability to operate door-to-door
more efficient than rail for small shipments over short distances
dominate freight moves under 500 miles and from manufacturing to wholesalers to retailers
many companies run their own truck fleets (like WalMart)
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railroads
historically handled the largest number of ton-miles within continental US
track mileage declined by over half since 1970
traffic shifted from broad range of commodities to hauling specific freight in traffic segments: from carload, intermodal, container
new tech include articulated cars, unit trains, double-stack cars
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water carriers
oldest form of US transport dating back to birth of nation percentage of ton-miles stayed between 19-30% since 1960
ranks between rail and truck in fixed cost
rights of way (canals and rivers) maintained by federal gov
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pipeline
accounts for 68% of all crude and petroleum ton-mile movements in US
highest fixed costs and lowest variable costs of all modes
unique transportation mode: can operate 24/7 no emissions no empty container/vehicle to return
not flexible and limited to liquids and gases
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air carriers
newest and least utilized transport mode for freight
accounts for only 1% of intercity ton-miles
fastest
fixed cost is 2nd lowest but variable costs are extremely high
air-shipped products have high value, high priority, or extreme perishability
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piggyback
most widely used form of intermodal coordination
trailer of container is hauled by truck at origin and destination (railcar hauls for portion of intercity travel)
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2 types of piggyback
trailer on a flatcar (TOFC) container on a flatcar (COFC)
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containerships
oldest form of intermodal transport
loads a truck trailer, railcar/container onto barge or ship for the line-haul movement on inland waterways
land bridge concept moves containers in a combo of sea and rail transport (common for containers moving from Europe to Pacific Rim)
transfer of freight between modes often requires handling containers and imposition of duties (function of ports: make this seamless and fast)
port throughput is big concern for supply chain managers
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air-express
coordinated air-truck is commonly used for premium package services
many smaller cities lack airfreight services
costs can be leveraged w delivery time by linking the modes
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non-operating intermediaries
companies that do not operate their own transportation assets but provide services to match shippers that need transportation service with companies that have transportation capacity
DONT OWN EQUIPMENT
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3 types of non-operating intermediary
freight forwarders shipper associations and agents brokers
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freight forwarders
consolidate small shipments from various customers into bulk shipment for a common carrier for transport
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shipper associations and agents
groups of shippers who employ an agent to consolidate purchases and shipments for them
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brokers
intermediaries that coordinate transportation arrangements for shipper, consignees and carriers, operating on a commission basis
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mode and carrier selection
lowest rate does not necessarily translate into the most economical transportation service
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selection process
1. problem recognition 2. search process 3. choice process 4. post-choice evaluation
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problem recognition
identify transportation service requirements: when, where, how much to ship support services (tracking, documentation, etc) interactions, transactions, relationships
assign priorities, weights, importance
assess current and future needs
translate service requirements into selection criteria
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sample selection criteria
cost transit time and reliability capability accessibility security speed availability dependability capability frequency
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search process
gather market intelligence about all possible carriers
identify main groups of providers (service, reputation, capabilities, past performance, references)
narrow down all potential candidates to a short-list
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important considerations for search process
transit time reliability negotiated rates consolidating shipments among a few carriers financial stability sales rep special equipment
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choice process
finalize RFQ/RFP
obtain responses from the providers in the short list
evaluate responses, follow up if necessary
make final choice for transportation service provider
negotiate and sign agreement
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post-choice evaluation
establish performance criteria for transportation services
establish monitoring processes
tie payment to performance
periodic review of relationship between shipper and carrier
continuous improvement
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bill of lading
shows title to goods, name and address of consignor and consignee
summarizes goods in transit and their class rates
electronic bills now appearing where carrier and shipper have an established strategic alliance
note: articles of extraordinary value must be in tariff or carrier can refuse carriage
explosives require written notice
no recourse on freight bills to shipper
substitute bill of lading same terms as original
water carriers liable for loading and seaworthiness of vessel