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UNDERSTANDING THE VALUE
OF RELIABILITY FOR THE
FREIGHT INDUSTRY
FTAC Meeting
August 12th, 2015
Xia Jin
LCTR, FIU
Outline
 Background
 Purpose
 Objectives
 Challenges
 Stated Preference Survey
 Recruitment
 Experiment Design
Background
Growing
demand for
freight
transportation
Better
understanding
of freight
behavior
Increasing role
of reliability
in freight
transportation
Purpose
 Value of Reliability (VOR) refers to the monetary
value users place on reliability, or how much the
users are willing to pay to reduce the variability of
travel time.
 It is a critical parameter in benefit-cost analysis,
and transportation planning to measure the
monetary equivalency of improvements in reliability.
 This study aims to understand how the freight
community value travel time reliability in their
transportation decisions.
Benefits to the Community
 Support investment decisions that reflect the needs
of freight stakeholders
 better understanding of how the users (shippers and
carriers) respond to changes in reliability
 tools to evaluate alternative freight management and
operational strategies.
Project Objectives
 Review existing studies on VOR and identify knowledge
and data gap;
 Conduct stated preference survey to understand user
decision-making;
 Develop models to estimate VOR by stratification, such
as, commodity type, trip length, and business type, etc.
 Incorporate VOR in freight analysis and project evaluation.
Stated Preference (SP) Survey
 SP surveys are designed to collect preference
information from the users through hypothetical
scenarios.
 Recruitment Stage
 Background information
 One recent shipment information
 SP Scenarios
 Eight to nine scenarios, each consists of 2 or 3
alternatives
Proposed Market Segment - Shippers
Light Medium Heavy
Yes X X X X X X
Delivery
Window
Pressure
X X
Truck
Non-
perishable
No X X X X
Yes X X X X X X
Perishable
No X X X X X X
Shippers
Rail
Water
ways
Air
Proposed Market Segment - Carriers
Carriers
Truck Rail
Water
-ways
AirShipping
Distance
Light Medium Heavy
Shipping
Distance
Containerized
<50 Miles X X X
<300
Miles
X
X X
50-300
Miles
X X X
300+
Miles
X X X 300-
1000
Miles
X
Non-
Containerized
<50 Miles X X X
50-300
Miles
X X X
> 1000
Miles
X
300+
Miles
X X X
Experimental Design
 C1 –within-mode trade-offs among travel time, cost and
reliability;
 C2 –within-mode trade-offs among travel time, cost,
reliability, and departure time;
 C3 –cross-mode trade-offs between roadway and
railway shipment based on travel time, cost, travel time
reliability, service flexibility and probability of
shipment damage.
 C4 –cross-mode trade-offs between roadway and
railway based on travel time, cost, travel time
reliability, departure time, service flexibility and
probability of shipment damage.
Design
Flow
Recruitment
Instrument –
Shipment
Information
Recruitment
Instrument –
Background
Information
Experiment Design
Alternative 1 Alternative 2 Alternative 3
Mean Transit Time : 10 hrs Mean Transit Time: 15 hrs Mean Transit Time: 12.5 hrs
The shipment has an equal
chance of arriving at any of
the following time :
4.5 hours early
2 hours early
On time
5 hours late
10 hours late
( Hints : very high reliability)
The shipment has an equal
chance of arriving at any of
the following time :
6 hour early
3 hour early
On-time
4.5 hours late
9 hour late
( Hints : low reliability)
The shipment has an equal
chance of arriving at any of
the following time :
3.5 hour early
On-time
On-time
3 hour late
3 hour late
( Hints : medium reliability )
Cost : $875 Cost : $250 Cost : $400
I prefer this option I prefer this option I prefer this option
C1
Alternative 1 Alternative 2 Alternative 3
Departure time :
Morning : Before 6:00 AM or
after 10:00 AM, Or
Afternoon : Before 3:00 PM
or after 7:00 PM
Departure time : Between
6:00 AM and 10:00 AM
(morning) or Between 3:00
Pm and 7:00 PM (noon)
Departure time :
Morning : Before 6:00 AM or
after 10:00 AM, Or
Afternoon : : Before 3:00 PM
or after 7:00 PM
Mean Transit Time : 8 hrs Mean Transit Time: 12.5 hrs Mean Transit Time: 10 hrs
The shipment has an equal
chance of arriving at any of
the following time :
1 hour early
1 hour early
On time
On time
1 hour late
( Hints : high reliability)
The shipment has an equal
chance of arriving at any of
the following time :
6 hour early
4 hour early
On-time
5.5 hours late
12.5 hour late
( Hints : very low reliability)
The shipment has an equal
chance of arriving at any of
the following time :
0.5 hour early
On-time
On-time
On-time
1 hour late
( Hints : medium reliability )
Cost : $500 Cost : $400 Cost : $750
I prefer this option I prefer this option I prefer this option
C2
Road Rail
Mean Transit Time : 10 hrs Mean Transit Time: 20 hrs
The shipment has an equal chance of
arriving at any of the following time :
3 hour early
On time
On time
2 hour late
2 hour late
( Hints : high reliability)
The shipment has an equal chance of arriving at
any of the following time :
3 hour early
3 hour early
On-time
On-time
2 hour late
( Hints : medium reliability )
Cost : $500 Cost : $280
Service Flexibility : Medium Service Flexibility : High
Probability of Shipment Damage : Medium Probability of Shipment Damage : Low
I prefer this option I prefer this option
C3
C4
Road Rail Road
Departure time : Between
6:00 AM and 10:00 AM
(morning) or Between 3:00
Pm and 7:00 PM (noon)
Departure time :
Morning : Before 6:00 AM or
after 10:00 AM, Or
Afternoon : Before 3:00 PM
or after 7:00 PM
Departure time :
Morning : Before 6:00 AM or
after 10:00 AM, Or
Afternoon : Before 3:00 PM
or after 7:00 PM
Mean Transit Time : 12.5 hrs Mean Transit Time: 15 hrs Mean Transit Time: 8 hrs
The shipment has an equal
chance of arriving at any of
the following time :
3.5 hour early
On time
On time
3 hours late
3 hours late
( Hints : high reliability)
The shipment has an equal
chance of arriving at any of
the following time :
1 hour early
On-time
On-time
On-time
2 hours late
( Hints : very low reliability)
The shipment has an equal
chance of arriving at any of
the following time :
1 hour early
1 hour early
On-time
On-time
1 hour late
( Hints : Medium reliability )
Cost : $500 Cost : $625 Cost : $750
Service flexibility : Medium Service flexibility : Medium Service flexibility : Low
Probability of Shipment
damage : Medium
Probability of Shipment
damage : Medium
Probability of Shipment
damage : Medium
I prefer this option I prefer this option I prefer this option

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value of reliability for the freight industry

  • 1. UNDERSTANDING THE VALUE OF RELIABILITY FOR THE FREIGHT INDUSTRY FTAC Meeting August 12th, 2015 Xia Jin LCTR, FIU
  • 2. Outline  Background  Purpose  Objectives  Challenges  Stated Preference Survey  Recruitment  Experiment Design
  • 4. Purpose  Value of Reliability (VOR) refers to the monetary value users place on reliability, or how much the users are willing to pay to reduce the variability of travel time.  It is a critical parameter in benefit-cost analysis, and transportation planning to measure the monetary equivalency of improvements in reliability.  This study aims to understand how the freight community value travel time reliability in their transportation decisions.
  • 5. Benefits to the Community  Support investment decisions that reflect the needs of freight stakeholders  better understanding of how the users (shippers and carriers) respond to changes in reliability  tools to evaluate alternative freight management and operational strategies.
  • 6. Project Objectives  Review existing studies on VOR and identify knowledge and data gap;  Conduct stated preference survey to understand user decision-making;  Develop models to estimate VOR by stratification, such as, commodity type, trip length, and business type, etc.  Incorporate VOR in freight analysis and project evaluation.
  • 7. Stated Preference (SP) Survey  SP surveys are designed to collect preference information from the users through hypothetical scenarios.  Recruitment Stage  Background information  One recent shipment information  SP Scenarios  Eight to nine scenarios, each consists of 2 or 3 alternatives
  • 8. Proposed Market Segment - Shippers Light Medium Heavy Yes X X X X X X Delivery Window Pressure X X Truck Non- perishable No X X X X Yes X X X X X X Perishable No X X X X X X Shippers Rail Water ways Air
  • 9. Proposed Market Segment - Carriers Carriers Truck Rail Water -ways AirShipping Distance Light Medium Heavy Shipping Distance Containerized <50 Miles X X X <300 Miles X X X 50-300 Miles X X X 300+ Miles X X X 300- 1000 Miles X Non- Containerized <50 Miles X X X 50-300 Miles X X X > 1000 Miles X 300+ Miles X X X
  • 10. Experimental Design  C1 –within-mode trade-offs among travel time, cost and reliability;  C2 –within-mode trade-offs among travel time, cost, reliability, and departure time;  C3 –cross-mode trade-offs between roadway and railway shipment based on travel time, cost, travel time reliability, service flexibility and probability of shipment damage.  C4 –cross-mode trade-offs between roadway and railway based on travel time, cost, travel time reliability, departure time, service flexibility and probability of shipment damage.
  • 14. Experiment Design Alternative 1 Alternative 2 Alternative 3 Mean Transit Time : 10 hrs Mean Transit Time: 15 hrs Mean Transit Time: 12.5 hrs The shipment has an equal chance of arriving at any of the following time : 4.5 hours early 2 hours early On time 5 hours late 10 hours late ( Hints : very high reliability) The shipment has an equal chance of arriving at any of the following time : 6 hour early 3 hour early On-time 4.5 hours late 9 hour late ( Hints : low reliability) The shipment has an equal chance of arriving at any of the following time : 3.5 hour early On-time On-time 3 hour late 3 hour late ( Hints : medium reliability ) Cost : $875 Cost : $250 Cost : $400 I prefer this option I prefer this option I prefer this option C1
  • 15. Alternative 1 Alternative 2 Alternative 3 Departure time : Morning : Before 6:00 AM or after 10:00 AM, Or Afternoon : Before 3:00 PM or after 7:00 PM Departure time : Between 6:00 AM and 10:00 AM (morning) or Between 3:00 Pm and 7:00 PM (noon) Departure time : Morning : Before 6:00 AM or after 10:00 AM, Or Afternoon : : Before 3:00 PM or after 7:00 PM Mean Transit Time : 8 hrs Mean Transit Time: 12.5 hrs Mean Transit Time: 10 hrs The shipment has an equal chance of arriving at any of the following time : 1 hour early 1 hour early On time On time 1 hour late ( Hints : high reliability) The shipment has an equal chance of arriving at any of the following time : 6 hour early 4 hour early On-time 5.5 hours late 12.5 hour late ( Hints : very low reliability) The shipment has an equal chance of arriving at any of the following time : 0.5 hour early On-time On-time On-time 1 hour late ( Hints : medium reliability ) Cost : $500 Cost : $400 Cost : $750 I prefer this option I prefer this option I prefer this option C2
  • 16. Road Rail Mean Transit Time : 10 hrs Mean Transit Time: 20 hrs The shipment has an equal chance of arriving at any of the following time : 3 hour early On time On time 2 hour late 2 hour late ( Hints : high reliability) The shipment has an equal chance of arriving at any of the following time : 3 hour early 3 hour early On-time On-time 2 hour late ( Hints : medium reliability ) Cost : $500 Cost : $280 Service Flexibility : Medium Service Flexibility : High Probability of Shipment Damage : Medium Probability of Shipment Damage : Low I prefer this option I prefer this option C3
  • 17. C4 Road Rail Road Departure time : Between 6:00 AM and 10:00 AM (morning) or Between 3:00 Pm and 7:00 PM (noon) Departure time : Morning : Before 6:00 AM or after 10:00 AM, Or Afternoon : Before 3:00 PM or after 7:00 PM Departure time : Morning : Before 6:00 AM or after 10:00 AM, Or Afternoon : Before 3:00 PM or after 7:00 PM Mean Transit Time : 12.5 hrs Mean Transit Time: 15 hrs Mean Transit Time: 8 hrs The shipment has an equal chance of arriving at any of the following time : 3.5 hour early On time On time 3 hours late 3 hours late ( Hints : high reliability) The shipment has an equal chance of arriving at any of the following time : 1 hour early On-time On-time On-time 2 hours late ( Hints : very low reliability) The shipment has an equal chance of arriving at any of the following time : 1 hour early 1 hour early On-time On-time 1 hour late ( Hints : Medium reliability ) Cost : $500 Cost : $625 Cost : $750 Service flexibility : Medium Service flexibility : Medium Service flexibility : Low Probability of Shipment damage : Medium Probability of Shipment damage : Medium Probability of Shipment damage : Medium I prefer this option I prefer this option I prefer this option