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<P><B><FONT face=3DHelvetica size=3D5>
<P align=3Dcenter>Performing a Benefit-Cost Analysis</P></B></FONT><FONT =

face=3DTimes>
<P align=3Dcenter>by David Levinson</P>
<P>The procedures developed in this study are intended to help Caltrans =
decide=20
whether it should deploy particular elements of its intelligent =
transportation=20
infrastructure. The benefit cost analysis method is the same for ITS as =
for any=20
other project or facility, even if the sources of data differ (and are =
more=20
uncertain). However, even with the well developed Benefit Cost method a =
number=20
of issues are must be resolved, including the determination of relevant =
cash=20
flows, choosing the appropriate discount rate, the data assumptions, and =

selecting the evaluation criteria, which are dealt with in turn. This =
section=20
summarizes standard Benefit-Cost analysis procedures and applies them =
with a=20
thorough example.</P>
<P>&nbsp;</P></FONT><B><FONT face=3DTimes size=3D4>
<P>IDENTIFY benefits and costs</P></B></FONT><FONT face=3DTimes>
<P>The identification of the costs, and more particularly the benefits, =
is the=20
chief component of the "art" of Benefit-Cost Analysis. This component of =
the=20
analysis is different for every project. Furthermore, care should be =
taken to=20
avoid double-counting, especially counting cost savings in both the cost =
and the=20
benefit columns. However, a number of benefits and costs should be =
included at a=20
minimum. In transportation these costs should be separated for users,=20
transportation agencies, and the public at large. </P>
<P>User benefits from transportation are best derived from the sum of =
consumer=92s=20
surplus for all consumers, where the consumer=92s surplus for an =
individual is the=20
difference between what she would pay and what she actually must pay in =
order to=20
travel. This is measured for both time and money costs. A key element of =
this=20
analysis is the change in the number of consumers as money or time =
prices drop=20
(for instance from P<SUB>0</SUB> to P<SUB>1</SUB> as illustrated in =
Figure 1),=20
that is the lower the cost of travel, the more trips which will be made =
(the=20
number of trips increases from Q<SUB>0</SUB> to Q<SUB>1</SUB>). The =
magnitude of=20
the number of additional trips depends on the sensitivity or elasticity =
of=20
demand to changes in price and the actual shift in the price. A minor =
change,=20
which saves mere seconds on a 30 minute trips is likely to induce few =
new trips,=20
while a new highway which saves 10 minutes will induce many more. </P>
<P>The change in benefits for existing users is given by the rectangle =
defined=20
by P<SUB>0</SUB>P<SUB>1</SUB>EA (the total price change (P<SUB>0</SUB> - =

P<SUB>1</SUB>) multiplied the number of old users (Q<SUB>0</SUB>) =
receiving the=20
price change)</P>
<P>The benefits for new users is given by the triangle A E B (the number =
of new=20
users (Q<SUB>1</SUB> - Q<SUB>0</SUB>) multiplied by the difference =
between what=20
the average new user would pay and what that new user has to pay at the =
new=20
price (0.5 * (P<SUB>0</SUB> - P<SUB>1</SUB>))).</P>
<P>&nbsp;</P><B>
<P>Figure 1 Change in Consumer=92s Surplus From A New Project</P></B>
<P>&nbsp;</P>
<P>&nbsp;</P>
<P><IMG height=3D167=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image33.gif"=20
width=3D411></P>
<P>One element of the change in consumer=92s surplus is movement along =
the demand=20
curve, the second element is a shift of the demand curve. An improved =
quality of=20
a trip will lead individuals to pay more (in money or time) for that =
trip. This=20
quality shift can be achieved through real savings in the quality of =
trip (it is=20
faster for instance) or in certainty about the trip (I am sure it will =
take 20=20
minutes, rather than have some probability that it will take 40 =
minutes). </P>
<P>Figure 2 illustrates a change in the quality of the trip which =
results in no=20
change in money price users pay. Again, there are two groups for which =
benefits=20
must be measured, the old users and the new users. Here the demand curve =
shifts=20
from D<SUB>B</SUB> to D<SUB>A</SUB>.</P>
<P>The change in benefits to old users is defined by the area ZXVY. This =
benefit=20
comes because old users would be willing to pay more money to receive a =
higher=20
quality of service (I would pay more dollars to travel at Level of =
Service A=20
(spend 25 minutes on the road) than at Level of Service B (spend 30 =
minutes on=20
the road), all else equal). In practice this is extremely hard to =
measure=20
because it requires knowledge of the shape of the demand curves at all =
price=20
levels, while generally the demand curve is really only understood in =
the area=20
around the actual price (P<SUB>0</SUB>). </P>
<P>The change in benefits to new uers is defined by the triangle =
VYW.</P>
<P>&nbsp;</P><B>
<P>Figure 2 Change in Consumers=92 Surplus Due to A Shift in the Demand=20
Curve</P></B>
<P>&nbsp;</P>
<P><IMG height=3D224=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image34.gif"=20
width=3D411></P>
<P>If the price level increases, the benefit increase will be smaller. =
If price=20
increases to P<SUB>1</SUB>, then the net benefit will be zero and there =
will be=20
no new users. The difference between P<SUB>1</SUB> and P<SUB>0</SUB> is =
the=20
value of the additional quality of service.</P>
<P>&nbsp;</P>
<P>Agency=92s benefits come from profits. But since most agencies are =
non-profit,=20
they receive no direct profits. Agency construction, operating, =
maintenance, or=20
demolition costs may be reduced (or increased) by a new project, these =
cost=20
savings (or increases) can either be considered in the cost column, or =
the=20
benefit column, BUT NOT BOTH.</P><B></B>
<P>Society is impacted by transportation project by an increase or =
reduction of=20
negative and positive externalities. Negative externalities, or social =
costs,=20
include air and noise pollution and accidents. Accidents can be =
considered=20
either a social cost or a private cost, or divided into two parts, but =
cannot be=20
considered in total in both columns. </P>
<P>Under the presence of positive network becomes more valuable the more =
users=20
(destinations) that it has. An example is the road network, in =
isolation, a road=20
between two users (a, b) has some value (V) (say 2: ab, ba). but add a =
third=20
destination to the network (c), the value increases to six: (ab, ba, ac, =
ca, bc,=20
cb), add a fourth destination (d) and now 12 different connections can =
be made.=20
The equation more precisely is:</P>
<P>&nbsp;</P>
<P><IMG height=3D14=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image35.gif"=20
width=3D68></P>
<P>where: N is the number of users</P>
<P>&nbsp;</P>
<P>If there are network externalities, then consumers=92 surplus for =
each=20
different demand level should be computed. Of course this is easier said =
than=20
done. Generally, positive network externalities are ignored in Benefit =
Cost=20
Analysis.</P>
<P>&nbsp;</P></FONT><B><FONT face=3DTimes size=3D4>
<P>Choose the appropriate discount rate</P></B></FONT><FONT =
face=3DTimes>
<P>Both the costs and benefits flowing from an investment are spread =
over time.=20
While some costs are one-time and borne up front, other benefits or =
operating=20
costs may be paid at some point in the future, and still others received =
as a=20
stream of payments collected over a long period of time. Because of =
inflation,=20
risk, and uncertainty, a dollar received now is worth more than a dollar =

received at some time in the future. Similarly, a dollar spent today is =
more=20
onerous than a dollar spent tomorrow. This reflects the concept of time=20
preference which we observe when people pay bills later rather than =
sooner. The=20
existence of real interest rates reflects this time preference. The =
appropriate=20
discount rate depends on what other opportunities are available for the =
capital.=20
If simply putting the money in a bank earned 10%, then at a minimum, no=20
investment earning less than 10% would be worthwhile. In general, =
projects are=20
undertaken with those with the highest rate of return first, and then so =
on=20
until the cost of raising capital exceeds the benefit from using that =
capital.=20
No project should be undertaken on cost-benefit grounds if another =
feasible=20
project is sitting there with a higher rate of return.</P>
<P>Three alternative bases for the setting the government=92s test =
discount rate=20
have been proposed:</P>
<UL>
  <LI>The <B>social rate of time preference</B> recognizes that a =
dollar's=20
  consumption today will be more valued than a dollar's consumption at =
some=20
  future time for, in the latter case, the dollar will be subtracted =
from a=20
  higher income level. The amount of this difference per dollar over a =
year=20
  gives the annual rate. By this method, a project should not be =
undertaken=20
  unless its rate of return exceeds the social rate of time preference.=20
  <LI>The<B> opportunity cost of capital</B> basis uses the rate of =
return of=20
  private sector investment, a government project should not be =
undertaken if it=20
  earns less than a private sector investment. This is generally higher =
than=20
  social time preference.=20
  <LI>The <B>cost of funds</B> basis uses the cost of government =
borrowing,=20
  which for various reasons related to government insurance and its =
ability to=20
  print money to back bonds, may not equal exactly the opportunity cost =
of=20
  capital.</LI></UL>
<P>Typical estimates of social time preference rates are around 2 to 4% =
while=20
estimates of the social opportunity costs are around 7 to 10%.</P>
<P>Generally, for Benefit-Cost studies an acceptable rate of return (the =

government=92s test rate) will be already have been established. An =
alternative is=20
to compute the analysis over a range of interest rates, to see to what =
extent=20
the analysis is sensitive to variations in this factor. In the absence =
of=20
knowing what this rate is, we can compute the rate of return (internal =
rate of=20
return) for which the project breaks even, where the net present value =
is zero.=20
Projects with high internal rates of return are preferred to those with =
low=20
rates.</P>
<P>&nbsp;</P></FONT><B><FONT face=3DTimes size=3D4>
<P>Determine a present value</P>
<P>Simple Discounting</P></B></FONT><FONT face=3DTimes>
<P>The basic math underlying the idea of determining a present value is=20
explained using a simple compound interest rate problem as the starting =
point.=20
Suppose the sum of $100 is invested at 7 per cent for 2 years. At the =
end of the=20
first year the initial $100 will have earned $7 interest and the =
augmented sum=20
($107) will earn a further 7 per cent (or $7.49) in the second year. =
Thus at the=20
end of 2 years the $100 invested now will be worth $114.49.</P>
<P>The discounting problem is simply the converse of this compound =
interest=20
problem. Thus, $114.49 receivable in 2 years time, and discounted by 7 =
per cent,=20
has a present value of $100.</P>
<P>Present values can be calculated by the following equation:</P>
<P><IMG height=3D32=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image36.gif" =
width=3D59>=20
(1)</P>
<P>where: F =3D future money sum </P>
<P>P =3D present value </P>
<P>i =3D discount rate per time period (i.e. years) in decimal form =
(e.g.=20
0.07)</P>
<P>n =3D number of time periods before the sum is received (or cost =
paid, e.g. 2=20
years)</P>
<P>Illustrating our example with equations we have:</P>
<P><IMG height=3D32=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image37.gif"=20
width=3D171></P></FONT><B><FONT face=3DTimes size=3D4>
<P>Discounting Streams of Money</P></B></FONT><FONT face=3DTimes>
<P>The present value, in year 0, of a stream of equal annual payments of =
$A=20
starting year 1, is given by the reciprocal of the equivalent annual =
cost. That=20
is, by:</P>
<P><IMG height=3D38=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image38.gif" =
width=3D93>=20
(2)</P>
<P>where: A =3D Annual Payment</P>
<P>For example: 12 annual payments of $500, starting in year 1, have a =
present=20
value at the middle of year 0 when discounted at 7% of: <U>$3971</P></U>
<P><IMG height=3D38=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image39.gif"=20
width=3D248></P></FONT><B><FONT face=3DTimes size=3D4>
<P>More Complex Calculations</P></B></FONT><FONT face=3DTimes>
<P>The present value, in year 0, of m annual payments of $A, starting in =
year n=20
+ 1, can be calculated by combining discount factors for a payment in =
year n and=20
the factor for the present value of m annual payments.</P>
<P>For example: 12 annual mid-year payments of $250 in years 5 to 16 =
have a=20
present value in year 4 of <U>$1986</U> when discounted at 7%. Therefore =
in year=20
0, 4 years earlier, they have a present value of <U>$1515</U>.</P>
<P>&nbsp;</P>
<P><IMG height=3D38=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image40.gif"=20
width=3D264></P>
<P><IMG height=3D32=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image41.gif"=20
width=3D225></P></FONT><B><FONT face=3DTimes size=3D4>
<P>Choose an appropriate evaluation criterion</P></B></FONT><FONT =
face=3DTimes>
<P>Three equivalent conditions can tell us if a project is =
worthwhile</P>
<OL>
  <LI>The discounted present value of the benefits exceeds the =
discounted=20
  present value of the costs=20
  <LI value=3D1>The present value of the net benefit must be positive.=20
  <LI value=3D1>The ratio of the present value of the benefits to the =
present=20
  value of the costs must be greater than one.</LI></OL>
<P>However, that is not the entire story. More than one project may have =
a=20
positive net benefit. From the set of mutually exclusive projects, the =
one=20
selected should have the highest net present value. We might note that =
if there=20
are insufficient funds to carry out all mutually exclusive projects with =
a=20
positive net present value, then the discount used in computing present =
values=20
does not reflect the true cost of capital, rather it is too low.</P>
<P>There are problems with using the internal rate of return or the =
benefit/cost=20
ratio methods for project selection, though they provide useful =
information. The=20
ratio of benefits to costs depends on how particular items (for =
instance, cost=20
savings) are ascibed to either the benefit or cost column. While this =
does not=20
affect net present value, it will change the ratio of benefits to costs =
(though=20
it cannot move a project from a ratio of greater than one to less than=20
one).</P></FONT><B><FONT face=3DTimes size=3D4>
<P>ApplICATION: A Sample Problem</P></B></FONT><FONT face=3DTimes>
<P>This problem, borrowed from Watkins (1996), illustrates how a Benefit =
Cost=20
Analysis might be applied to a project. Consider a highway improvement =
such as=20
the extension of Highway 101 into San Jose. The improvement of the =
highway would=20
lead to more capacity which saves travel time and increases safety. But =
there=20
will almost certainly be more total traffic than was carried by the old =
highway.=20
This example excludes external costs and benefits, though their addition =
is a=20
straight-forward extension.</P></FONT><B><FONT face=3DTimes size=3D4>
<P>Data</P></B></FONT><FONT face=3DTimes>
<P>The following is a highly abbreviated analysis using hypothetical =
data, given=20
in Table 1. The data for the "No Extension" can be collected from =
off-the-shelf=20
sources, however the "101 Extension" column=92s data requires the use of =

forecasting and modeling.</P>
<P>Table 1: Data</P></FONT>
<TABLE borderColor=3D#808080 cellSpacing=3D2 cellPadding=3D5 width=3D422 =
border=3D1>
  <TBODY>
  <TR>
    <TD vAlign=3Dtop width=3D"41%">&nbsp;</TD>
    <TD vAlign=3Dtop width=3D"17%">&nbsp;</TD>
    <TD vAlign=3Dtop width=3D"21%"><FONT face=3DTimes>
      <P>No Extension</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"22%"><FONT face=3DTimes>
      <P>101 Extension</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"41%"><FONT face=3DTimes>
      <P>Rush Hour</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"17%">&nbsp;</TD>
    <TD vAlign=3Dtop width=3D"21%">&nbsp;</TD>
    <TD vAlign=3Dtop width=3D"22%">&nbsp;</TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"41%">
      <DIR>
      <DIR><FONT face=3DTimes>
      <P>Passenger Trips</P></DIR></DIR></FONT></TD>
    <TD vAlign=3Dtop width=3D"17%"><FONT face=3DTimes>
      <P>(per hour)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"21%"><FONT face=3DTimes>
      <P>18,000</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"22%"><FONT face=3DTimes>
      <P>24,000</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"41%">
      <DIR>
      <DIR><FONT face=3DTimes>
      <P>Trip Time</P></DIR></DIR></FONT></TD>
    <TD vAlign=3Dtop width=3D"17%"><FONT face=3DTimes>
      <P>(minutes)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"21%"><FONT face=3DTimes>
      <P>50</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"22%"><FONT face=3DTimes>
      <P>30</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"41%">
      <DIR>
      <DIR><FONT face=3DTimes>
      <P>Value of Time</P></DIR></DIR></FONT></TD>
    <TD vAlign=3Dtop width=3D"17%"><FONT face=3DTimes>
      <P>($/minute)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"21%"><FONT face=3DTimes>
      <P>$0.10</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"22%"><FONT face=3DTimes>
      <P>$0.10</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"41%"><FONT face=3DTimes>
      <P>Nonrush Hour</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"17%">&nbsp;</TD>
    <TD vAlign=3Dtop width=3D"21%">&nbsp;</TD>
    <TD vAlign=3Dtop width=3D"22%">&nbsp;</TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"41%">
      <DIR>
      <DIR><FONT face=3DTimes>
      <P>Passenger Trips</P></DIR></DIR></FONT></TD>
    <TD vAlign=3Dtop width=3D"17%"><FONT face=3DTimes>
      <P>(per hour)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"21%"><FONT face=3DTimes>
      <P>9,000</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"22%"><FONT face=3DTimes>
      <P>10,000</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"41%">
      <DIR>
      <DIR><FONT face=3DTimes>
      <P>Trip Time</P></DIR></DIR></FONT></TD>
    <TD vAlign=3Dtop width=3D"17%"><FONT face=3DTimes>
      <P>(minutes)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"21%"><FONT face=3DTimes>
      <P>35</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"22%"><FONT face=3DTimes>
      <P>25</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"41%">
      <DIR>
      <DIR><FONT face=3DTimes>
      <P>Value of Time</P></DIR></DIR></FONT></TD>
    <TD vAlign=3Dtop width=3D"17%"><FONT face=3DTimes>
      <P>($/minute)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"21%"><FONT face=3DTimes>
      <P>$0.08</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"22%"><FONT face=3DTimes>
      <P>$0.08</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"41%">
      <DIR>
      <DIR><FONT face=3DTimes>
      <P>Traffic Fatalities</P></DIR></DIR></FONT></TD>
    <TD vAlign=3Dtop width=3D"17%"><FONT face=3DTimes>
      <P>(per year)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"21%"><FONT face=3DTimes>
      <P>12</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"22%"><FONT face=3DTimes>
      <P>6</FONT></P></TD></TR></TBODY></TABLE><I><FONT face=3DTimes =
size=3D2>
<P>note: the operating cost for a vehicle is unaffected by the project =
and is=20
$4.</P></I></FONT><B><FONT face=3DTimes size=3D4>
<P>Benefits</P>
<P>Time Savings</P></B></FONT><FONT face=3DTimes>
<P>The data indicate that the time cost of a rush hour trip is $5 =
without the=20
project and $3 with it. The time cost of a nonrush trip is $2.80 without =
the=20
project and $2 with it. For the rush-hour trip the project saves $2 and =
for the=20
nonrush-hour trip it saves $0.80.</P>
<P>There is an increase in consumer surplus both for the trips which =
would have=20
been taken without the project and for the trips which are stimulated by =
the=20
project (so-called "induced demand"), as illustrated above in Figure 1. =
Our=20
analysis is divided into Old and New Trips, the benefits are given in =
Table=20
2.</P>
<P>Table 2: Hourly Benefits</P></FONT>
<TABLE borderColor=3D#808080 cellSpacing=3D2 cellPadding=3D5 width=3D442 =
border=3D1>
  <TBODY>
  <TR>
    <TD vAlign=3Dtop width=3D"13%"><FONT face=3DTimes>
      <P>TYPE</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"35%"><FONT face=3DTimes>
      <P align=3Dright>Trips Which Would Be Taken Anyway</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"35%"><FONT face=3DTimes>
      <P align=3Dright>Trips Generated By the Project</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"16%"><FONT face=3DTimes>
      <P align=3Dright>Total</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"13%"><FONT face=3DTimes>
      <P>Rush Hour</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"35%"><FONT face=3DTimes>
      <P align=3Dright>$6,000.00</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"35%"><FONT face=3DTimes>
      <P align=3Dright>$1,000.00</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"16%"><FONT face=3DTimes>
      <P align=3Dright>$7,000.00</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"13%"><FONT face=3DTimes>
      <P>Nonrush Hour</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"35%"><FONT face=3DTimes>
      <P align=3Dright>$400.00</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"35%"><FONT face=3DTimes>
      <P align=3Dright>$22.22</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"16%"><FONT face=3DTimes>
      <P =
align=3Dright>$422.22</FONT></P></TD></TR></TBODY></TABLE><I><FONT =
face=3DTimes=20
size=3D2>
<P>Note: <B>Old Trips:</B> For trips which would have been taken anyway =
the=20
benefit of the project equals the value of the time saved multiplied by =
the=20
number of trips. <B>New Trips:</B> The project lowers the cost of a trip =
and=20
public responds by increasing the number of trips taken. The benefit to =
new=20
trips is equal to one half of the value of the time saved multiplied by =
the=20
increase in the number of trips.</P></I></FONT><FONT face=3DTimes>
<P>To convert the benefits to an annual basis one multiplies the hourly =
benefits=20
of each type of trip times the number of hours per year for that type of =
trip.=20
There are 260 week days per year and at six rush hours per weekday there =
are=20
1560 rush hours per year. This leaves 7200 nonrush hours per year. With =
these=20
figures the annual benefits are given by Table 3:</P>
<P>Table 3: Annual Benefits</P></FONT>
<TABLE borderColor=3D#808080 cellSpacing=3D2 cellPadding=3D5 width=3D442 =
border=3D1>
  <TBODY>
  <TR>
    <TD vAlign=3Dtop width=3D"12%"><FONT face=3DTimes>
      <P>TYPE</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"34%"><FONT face=3DTimes>
      <P align=3Dright>Trips Which Would Be Taken Anyway</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"34%"><FONT face=3DTimes>
      <P align=3Dright>Trips Generated By the Project</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"19%"><FONT face=3DTimes>
      <P align=3Dright>Total</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"12%"><FONT face=3DTimes>
      <P>Rush Hour</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"34%"><FONT face=3DTimes>
      <P align=3Dright>$9,360,000</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"34%"><FONT face=3DTimes>
      <P align=3Dright>$1,560,000</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"19%"><FONT face=3DTimes>
      <P align=3Dright>$10,020,000</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"12%"><FONT face=3DTimes>
      <P>Nonrush Hour</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"34%"><FONT face=3DTimes>
      <P align=3Dright>$2,880,000</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"34%"><FONT face=3DTimes>
      <P align=3Dright>$160,000</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"19%"><FONT face=3DTimes>
      <P align=3Dright>$3,040,000</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"12%"><FONT face=3DTimes>
      <P>Total</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"34%"><FONT face=3DTimes>
      <P align=3Dright>$12,240,000</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"34%"><FONT face=3DTimes>
      <P align=3Dright>$1,720,000</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"19%"><FONT face=3DTimes>
      <P =
align=3Dright>$13,960,000</FONT></P></TD></TR></TBODY></TABLE><FONT =
face=3DTimes>
<P>&nbsp;</P></FONT><B><FONT face=3DTimes size=3D4>
<P>Safety</P></B></FONT><FONT face=3DTimes>
<P>The safety benefits of the project are the product of the number of =
lives=20
saved multiplied by the value of life. In a more complete analysis, we =
would=20
need to include safety benefits from non-fatal accidents. </P>
<P>The value of life may be computed by examining how individuals reveal =
their=20
preferences for known risks. For instance, some occupations are riskier =
than=20
others. Suppose people accept an increase in the risk of death of 0.1% =
per year=20
in return for $400 higher income per year. Then we can assume that a =
project=20
that reduces the risk of death in a year by 0.1% gives a benefit to each =
person=20
affected by it of $400 per year. The implicit valuation of a life in =
this case=20
is $400,000. Thus, the benefit of the reduced risk project is the =
expected=20
number of lives saved times the implicit value of a life. For the =
highway=20
project this is 6 * $400,000 =3D $2,400,000 annually.</P>
<P>It should be noted that there is a wide range for the observed "Value =
of=20
Life" from different studies, typical values are between $2 and $5=20
Million.</P></FONT><B><FONT face=3DTimes size=3D4>
<P>Total Benefits</P></B></FONT><FONT face=3DTimes>
<P>The annual benefits of the project are given in Table 4</P>
<P>Table 4: Total Annual Benefits</P></FONT>
<TABLE borderColor=3D#808080 cellSpacing=3D2 cellPadding=3D5 width=3D314 =
border=3D1>
  <TBODY>
  <TR>
    <TD vAlign=3Dtop width=3D"31%"><FONT face=3DTimes>
      <P>Type of Benefit</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"69%"><FONT face=3DTimes>
      <P align=3Dright>Value of Benefits Per Year </FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"31%"><FONT face=3DTimes>
      <P>Time Saving</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"69%"><FONT face=3DTimes>
      <P align=3Dright>$13,960,000.00 </FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"31%"><U><FONT face=3DTimes>
      <P>Reduced Risk</U></FONT></P></TD>
    <TD vAlign=3Dtop width=3D"69%"><U><FONT face=3DTimes>
      <P align=3Dright>$2,400,000.00</U></FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"31%"><FONT face=3DTimes>
      <P>Total</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"69%"><FONT face=3DTimes>
      <P align=3Dright></FONT></P></TD></TR></TBODY></TABLE><FONT =
face=3DTimes>
<P>&nbsp;</P>
<P>We assume that this level of benefits continues at a constant rate =
over a=20
thirty-year lifetime of the project.</P></FONT><B><FONT face=3DTimes =
size=3D4>
<P>Costs</P></B></FONT><FONT face=3DTimes>
<P>In our abbreviated example, the cost of the highway consists of =
right-of-way,=20
construction, and maintenance. The cost of the right-of-way is the cost =
of the=20
land and any structures upon it which must be purchased before the =
construction=20
of the highway can begin. For purposes of this example the cost of =
right-of-way=20
is taken to be $100 million and it must be paid before any construction =
can=20
begin. In principle, part of the right-of- way cost for a highway can be =

recovered at the end of the lifetime of the highway if it is not rebuilt =
in=20
place (for instance, a new parallel route is constructed and the old =
highway can=20
be sold for development). For this example it is assumed that all of the =

right-of-way cost is recoverable at the end of the thirty-year lifetime =
of the=20
project. The construction cost is $200 million spread evenly over a =
four-year=20
period. Maintenance cost is $1 million per year once the highway is=20
completed.</P>
<P>The schedule of benefits and costs for the project is given in Table =
5</P>
<P>Table 5: Schedule Of Benefits And Costs</P></FONT>
<TABLE borderColor=3D#808080 cellSpacing=3D2 cellPadding=3D5 width=3D442 =
border=3D1>
  <TBODY>
  <TR>
    <TD vAlign=3Dtop width=3D"11%"><FONT face=3DTimes>
      <P>Time (year)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"18%"><FONT face=3DTimes>
      <P>Benefits</P>
      <P>($millions)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>Right-of-way costs</P>
      <P>($millions)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>Construction costs</P>
      <P>($millions)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>Maintenance costs</P>
      <P>($millions)</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"11%"><FONT face=3DTimes>
      <P>0</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"18%"><FONT face=3DTimes>
      <P>0</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>100</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>0</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>0</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"11%"><FONT face=3DTimes>
      <P>1-4</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"18%"><FONT face=3DTimes>
      <P>0</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>0</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>50</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>0</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"11%"><FONT face=3DTimes>
      <P>5-29</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"18%"><FONT face=3DTimes>
      <P>16.36</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>0</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>0</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>1</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"11%"><FONT face=3DTimes>
      <P>30</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"18%"><FONT face=3DTimes>
      <P>16.36</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>-100</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>0</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"24%"><FONT face=3DTimes>
      <P>1</FONT></P></TD></TR></TBODY></TABLE><FONT face=3DTimes>
<P>&nbsp;</P></FONT><B><FONT face=3DTimes size=3D4>
<P>Conversion to Present Value</P></B></FONT><FONT face=3DTimes>
<P>The benefits and costs are in constant value dollars; i.e., there was =
no=20
price increase included in the analysis. Therefore the discount rate =
used must=20
be the real interest rate. If the interest rate on long term bonds is 8 =
percent=20
and the rate of inflation is 6 percent then the real rate of interest is =
2=20
percent. Present value of the streams of benefits and costs discounted =
at a 2=20
percent back to time zero are given in Table 6, and were developed by =
applying=20
the following equations.</P>
<P>To compute the Present Value of Benefits in Year 5, we apply equation =
(2)=20
from above.</P>
<P><IMG height=3D38=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image42.gif"=20
width=3D267></P>
<P>To convert that Year 5 value to a year 1 value, we apply equation =
(1)</P>
<P><IMG height=3D32=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image43.gif"=20
width=3D171></P>
<P>&nbsp;</P>
<P>The present value of right-of-way costs is computed as today=92s =
right of way=20
cost ($100 M) minus the present value of the recovery of those costs in =
year 30,=20
computed with equation (1):</P>
<P><IMG height=3D48=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image44.gif"=20
width=3D169></P>
<P>&nbsp;</P>
<P>The present value of the construction costs is computed as the stream =
of $50M=20
outlays over four years is computed with equation (2):</P>
<P><IMG height=3D38=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image45.gif"=20
width=3D248></P>
<P>&nbsp;</P>
<P>Maintenance Costs are similar to benefits, in that they fall in the =
same time=20
periods. They are computed the same way, as follows:</P>
<P>To compute the Present Value of Maintenance Costs in Year 5, we apply =

equation (2) from above.</P>
<P><IMG height=3D38=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image46.gif"=20
width=3D240></P>
<P>To convert that Year 5 value to a year 1 value, we apply equation =
(1)</P>
<P><IMG height=3D32=20
src=3D"file:///C:/Temp/BenefitCostAnalysisCaltrans_files/Image47.gif"=20
width=3D165></P>
<P>&nbsp;</P>
<P>Table 6: Present Value of Benefits and Costs</P></FONT>
<TABLE borderColor=3D#808080 cellSpacing=3D2 cellPadding=3D5 width=3D302 =
border=3D1>
  <TBODY>
  <TR>
    <TD vAlign=3Dtop width=3D"43%"><FONT face=3DTimes>
      <P></FONT></P></TD>
    <TD vAlign=3Dtop width=3D"57%"><FONT face=3DTimes>
      <P>Present Value ($millions)</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"43%"><FONT face=3DTimes>
      <P>Benefits</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"57%"><FONT face=3DTimes>
      <P>304.11 </FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"43%"><FONT face=3DTimes>
      <P>Costs </FONT></P></TD>
    <TD vAlign=3Dtop width=3D"57%">&nbsp;</TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"43%"><FONT face=3DTimes>
      <P align=3Dright>Right-of-Way</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"57%"><FONT face=3DTimes>
      <P>44.79 </FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"43%"><FONT face=3DTimes>
      <P align=3Dright>Construction</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"57%"><FONT face=3DTimes>
      <P>190.39 </FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"43%"><U><FONT face=3DTimes>
      <P align=3Dright>Maintenance</U></FONT></P></TD>
    <TD vAlign=3Dtop width=3D"57%"><U><FONT face=3DTimes>
      <P>18.59 </U></FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"43%"><FONT face=3DTimes>
      <P align=3Dright>Costs SubTotal</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"57%"><FONT face=3DTimes>
      <P></FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"43%"><FONT face=3DTimes>
      <P>Net Benefit (B-C)</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"57%"><FONT face=3DTimes>
      <P>50.35</FONT></P></TD></TR>
  <TR>
    <TD vAlign=3Dtop width=3D"43%"><FONT face=3DTimes>
      <P>Benefit/Cost Ratio</FONT></P></TD>
    <TD vAlign=3Dtop width=3D"57%"><FONT face=3DTimes>
      <P>1.20</FONT></P></TD></TR></TBODY></TABLE><FONT face=3DTimes>
<P>&nbsp;</P>
<P>The positive net present value of $50.35 million and benefit/cost =
ratio of=20
1.2 indicate that the project is worthwhile if the interest or discount =
rate=20
(cost of capital) is 2 percent. When we have a discount rate of 3 =
percent, the=20
benefit/cost ratio is slightly under 1.0. This means that the internal =
rate of=20
return is just under 3 percent. When the cost of capital is 3 percent =
the=20
project is not worthwhile.</P>
<P>It should be noted that the market value of the right-of-way may =
understate=20
the opportunity cost of having the land devoted to the highway. The land =
has a=20
value of $100 million because of its income after property taxes. The =
economy is=20
paying more for its alternate use but some of the payment is diverted =
for taxes.=20
The discounted presented value of the payments for the alternate use =
might be=20
more like $150 million instead of $100 million. Another way of making =
this point=20
is that one of the costs of the highway is that the local governments =
lose the=20
property tax on the land used.</P>
<P>&nbsp;</P>
<P>&nbsp;</P></FONT><B><FONT face=3DTimes size=3D4>
<P>&nbsp;</P>
<P>REFERENCES</P></B></FONT><FONT face=3DTimes>
<P>&nbsp;</P>
<P>Lesser , Jonathan and Zerbe Jr., Richard O. (1996) A Practitioner's =
Guide To=20
Benefit-Cost Analysis</P>
<P>&nbsp;</P>
<P>Watkins, Thayer (1996?) Cost Benefit Analysis San Jose State =
University=20
Economics Department </P>
<P>Filipovitch, A.J. (1996) Benefit/Cost Analysis</P>
<P>Thuessen, G. J. and Fabrycky, W.J. (1984) Engineering Economy 6th =
edition=20
Prentice Hall Englewood Cliffs NG</P>
<P>&nbsp;</P>
<P>&nbsp;</P>
<P>Glossary for Benefits and Costs of Intelligent Transportation Systems =
</P>
<P>compiled by David Levinson </P>
<P>----------------------------------------------------------------------=
----------------------</P><B>
<P>Accessibility:</B> The number of destinations which can be reached, =
weighted=20
by the ease with which those destinations can be reached. Contrast with=20
mobility. </P><B>
<P>Accident:</B> An unstable situation which includes at least one =
harmful=20
event.</P><B>
<P>ADVANCE (Advanced Driver and Vehicle Advisory Navigation =
Concept):</B> A=20
cooperative effort to evaluate the performance of the first large scale =
dynamic=20
route guidance system in the U.S.</P><B>
<P>Advanced Transportation Systems (ATS):</B> A collection of =
technologies=20
linking information systems with transportation to improve the =
efficiency and=20
safety of transportation systems, see Intelligent Transportation =
Systems</P><B>
<P>Affordability:</B> Assessment of risk that is a function of cost, =
priority,=20
and availability of fiscal and manpower resources.</P><B>
<P>APTS (Advanced Public Transportation Systems):</B> One of six user =
services=20
areas defined by the original ITS National Program Plan. (Recent updates =
to the=20
plan have reorganized the user services into different =
categories).</P><B>
<P>Asset:</B> Anything owned or having monetary value. Usually refers to =

equipment, a part or a component to be repaired.</P><B>
<P>ATIS (Advanced Traveler Information Systems):</B> Information systems =

designed to provide roadway users with accurate and timely information =
on travel=20
conditions.</P><B>
<P>AVC (Automatic Vehicle Classification):</B> Classifies trucks by =
vehicle=20
length, number of axles, and axle spacing.</P><B>
<P>Average Annual Daily Traffic (AADT):</B> The mean traffic on a road =
segment=20
(in vehicles per day).</P><B>
<P>Average Costs:</B> the total costs divided by the total output =
</P><B>
<P>Average Fixed Costs:</B> the total fixed costs divided by the total =
output=20
</P><B>
<P>Average Productivity:</B> total quantity divided by the total =
quantity of=20
input </P><B>
<P>Average Variable Costs:</B> the total variable costs divided by the =
total=20
output </P><B>
<P>AVI (Automatic Vehicle Identification):</B> Identifies vehicles using =
light,=20
microwave, or radio frequencies. Combines roadside receivers with =
on-board=20
transponders to automatically identify vehicles. This includes license =
plate=20
readers.</P><B>
<P>AVL (Automatic Vehicle Location):</B> Calculates the location of a =
truck or=20
trailer. There are several types of AVL Dead Reckoning AVL and Radio=20
determination AVL.</P>
<P></P><B>
<P>Capital:</B> The existing stock of productive resources, such as =
machines and=20
buildings, that have been produced. </P><B>
<P>Capital Market:</B> the market in which savings are made available to =

investors </P><B>
<P>Change in Demand:</B> A shift in the entire demand curve so that at =
any given=20
price, people will want to buy a different amount. A change in demand is =
caused=20
by some change other than a change in the goods price.</P><B>
<P>Change in Quantity Demanded:</B> Movement up or down a given demand =
curve=20
caused by a change in the goods price with no shift in the curve =
itself.</P><B>
<P>Change in Quantity Supplied:</B> A price change causing movement =
along the=20
supply curve but no shift in the position of the curve itself.</P><B>
<P>Change in Supply:</B> A change in one of the cost determinants of =
supply=20
causing a shift in the position of the supply curve. </P><B>
<P>Choice:</B> The act of selecting among alternatives.</P><B>
<P>Coase's Theorem:</B> the assertion that if property rights are =
properly=20
defined, then people will be forced to pay for any negative =
externalities they=20
impose on others, and market transactions will produced efficient =
outcomes=20
</P><B>
<P>Complement:</B> a good for which demand decreases when the price of a =
closely=20
related good increases </P><B>
<P>Consumer Sovereignty:</B> the principle that holds that each =
individual is=20
the best judge of what makes him better off </P><B>
<P>Consumer[=91s] Surplus:</B> the difference between what a person =
would be=20
willing to pay and what he actually has to pay to buy a certain amount =
of a good=20
</P><B>
<P>Consumers=92 Surplus:</B> the difference between what a person would =
be willing=20
to pay and what he actually has to pay to buy a certain amount of a good =
for all=20
consumers, also the area under the demand curve and above the price =
line.=20
Contrast with Producer=92s Surplus or Profit.</P><B>
<P>Consumption Function:</B> the relationship between disposable income =
and=20
consumption </P><B>
<P>Constant Returns To Scale:</B> when all inputs are increased by a =
certain=20
proportion, output increases by the same proportion </P><B>
<P>Correlation:</B> relationship that results when a change in one =
variable is=20
consistently associated with a change in another one </P><B>
<P>Cost Benefit Analysis (CBA):</B> A technique for assessing the range =
of costs=20
and benefits associated with a given option, usually to determine=20
feasibility.</P><B>
<P>Cost Effectiveness Analysis (CEA):</B> A technique for assessing the =
range of=20
costs to accomplish a specific goal, that is with benefits held =
fixed.</P><B>
<P>Cross Subsidization:</B> the practice of charging higher prices to =
one group=20
of consumers in order to subsidize lower prices for another group =
</P><B>
<P>CVO (Commercial Vehicle Operations):</B> Includes all the operations=20
associated with moving goods and passengers via commercial vehicles over =
the=20
North American highway system and the activities necessary to regulate =
these=20
operations.</P>
<P>&nbsp;</P><B>
<P>Debt:</B> capital, such as bonds and bank loans, supplied to a firm =
by=20
lenders; the firm promises to repay the amount borrowed with interest =
</P><B>
<P>Decision Tree:</B> a device for structured decision making that =
spells out=20
the choices and possible consequences of alternative actions </P><B>
<P>Demand Curve:</B> the relationship between quantity demanded of a =
good and=20
the price, whether for an individual or for the market (all individuals) =
as a=20
whole </P><B>
<P>Deregulation:</B> the lifting of government regulations to allow the =
market=20
to function more freely </P><B>
<P>Diminishing Marginal Utility:</B> the principle that says that as an=20
individual consumes more and more of a good, each successive unit =
increases her=20
utility, or enjoyment, less and less </P><B>
<P>Diminishing Relative Value:</B> The principle that if all other =
factors=20
remain constant, and individuals relative value of a good will decline =
as more=20
of that good is obtained. Accordingly, the relative value of a good will =

increase, other factors remaining constant, as an individual gives up =
more of=20
that good.</P><B>
<P>Diminishing Returns To Scale:</B> when all inputs are increased by a =
certain=20
proportion, output increases by a similar proportion </P><B>
<P>Diminishing Returns:</B> the principle that says as one input =
increases, with=20
other inputs fixed, the resulting increase in output tends to be smaller =
and=20
smaller </P><B>
<P>Discount Factor:</B> The proportion of next year=92s nominal value =
that you=20
would pay to receive it today. Discount Factor =3D 1 - Discount =
Rate</P><B>
<P>Discount Rate:</B> The premise behind any discount rate is the time =
value of=20
money. One dollar today is not equal to one dollar a year from now. This =
must be=20
considered in any evaluation of proposals with different time frames. =
The=20
interest rate charged to banks when they wish to borrow from the central =

bank</P>
<P>&nbsp;</P><B>
<P>Economics:</B> The study of choice and decision-making in a world =
with=20
limited resources.</P><B>
<P>Economic Rents:</B> payments made to a factor that are in excess of =
what is=20
required to elicit the supply of that factor </P><B>
<P>Economies Of Scale:</B> what exists when it is less expensive to =
produce two=20
items of the same good together than it would be to produce each one =
separately.=20
Related to, but different than, Increasing Returns to Scale</P><B>
<P>Economies Of Scope:</B> what exists when it is less expensive to =
produce two=20
products together than it would be to produce each one separately =
</P><B>
<P>Efficiency:</B> The allocation of goods to their uses of highest =
relative=20
value.</P><B>
<P>Elasticity of Demand:</B> The percentage change in the quantity =
demanded=20
divided by the percentage change in price.</P><B>
<P>Equilibrium:</B> The amount of output supplied equals the amount =
demanded. At=20
equilibrium, the market has neither a tendency to rise nor fall but =
clears at=20
the existing price.</P><B>
<P>ETC (Electronic Toll Collection):</B> The process that allows a =
driver to pay=20
tolls electronically.</P><B>
<P>ETTM (Electronic Toll and Traffic Management):</B> The use of AVI to=20
electronically collect tolls, enabling vehicles to pay tolls without =
stopping at=20
toll booths.</P><B>
<P>Excess Demand:</B> the result of the quantity demanded at a given =
price=20
exceeding the quantity supplied </P><B>
<P>Excess Supply:</B> the result of the quantity supplied at a given =
price=20
exceeding the quantity demanded </P><B>
<P>Exchange:</B> The voluntary transfer of rights to use goods.</P><B>
<P>Exchange Value:</B> The purchasing power of a unit of currency for =
goods and=20
services in the marketplace.</P><B>
<P>Exclusion Principle:</B> The owner of a private good may exclude =
others from=20
use unless they pay.</P><B>
<P>Expected Return:</B> the average return--a single number that =
combines the=20
various possible returns per dollar invested with the chances that each =
of these=20
returns will actually be paid </P><B>
<P>Externality:</B> a situation in which an individual or firm takes an =
action=20
but does not bear all the costs (negative externality) or receive all =
the=20
benefits(positive externality). Thus costs or benefits that fall on =
third=20
parties.</P>
<P></P><B>
<P>Factor Demand:</B> the amount of an input demanded by a firm, given =
the price=20
of the input and the quantity of output being produced; an input will be =

demanded up to the point where the value of the input's marginal product =
equals=20
the price of the input </P><B>
<P>Fixed, Or Overhead, Inputs:</B> inputs that do not change depending =
on the=20
quantity of output, at least over the short term </P><B>
<P>Fixed Costs:</B> the costs resulting from fixed inputs, sometimes =
called=20
overhead costs </P><B>
<P>Free Good:</B> A good which is abundant and costless.</P><B>
<P>Free Rider:</B> One who receives something without paying.</P>
<P></P><B>
<P>Good:</B> Anything that anyone wants. All options or alternatives are =
goods.=20
Goods can be tangible or intangible.</P>
<P></P><B>
<P>High Occupancy/Toll (HOT) Lanes:</B> Lanes which are free to HOVs and =
permit=20
SOVs to use them at a toll.</P><B>
<P>High Occupancy Vehicles (HOV): </B>Vehicles with 2 or more (or 3 =
more)=20
passengers, including the driver. Often special lanes are designated for =

HOVs.</P><B>
<P>Horizontal Equity:</B> the principle that says that those who are in=20
identical or similar circumstances should pay identical or similar =
amounts in=20
taxes </P><B>
<P>Human Capital:</B> the stock of accumulated skills and experience =
that make=20
workers more productive </P>
<P></P><B>
<P>Imperfect Competition:</B> any market structure in which there is =
some=20
competition but firms face downward-sloping demand curves </P><B>
<P>Income Elasticity Of Demand:</B> the percentage change in quantity =
demanded=20
of a good as a result of a 1% change in income (the percentage change in =

quantity demanded divided by the percentage change in income) </P><B>
<P>Incomplete Markets:</B> situations in which no market may exist for =
some good=20
or for some risk, or in which some individuals cannot borrow for some =
purposes=20
</P><B>
<P>Increasing Returns To Scale:</B> when all inputs are increased by a =
certain=20
proportion, output increases by a greater proportion</P><B>
<P>Inelastic Demand:</B> A term used when the percentage change in =
quantity=20
demanded is smaller than the percentage change in price.</P><B>
<P>Inferior Good:</B> a good the consumption of which falls as income =
rises=20
</P><B>
<P>Infinite Elasticity Of Demand:</B> the situation that exists when any =
amount=20
will be demanded at a particular price, but nothing will be demanded if =
the=20
price rises even a small amount </P><B>
<P>Infinite Elasticity of Supply:</B> situation that exists when any =
amount will=20
be supplied at a particular price, but nothing will be supplied if the =
price=20
falls even a small amount </P><B>
<P>Inflation Rate:</B> the percentage increase in the general level of =
prices=20
</P><B>
<P>Infrastructure:</B> the physical facilities (e.g. roads, ports, =
bridges), and=20
legal system that provide the necessary basis for a working economy =
</P><B>
<P>Intangible Benefits:</B> Recurring or Non-recurring Benefits =
associated with=20
information resource management issues. Examples of intangible benefits =
include:=20
the effects of an improved service to the public, greater timeliness, =
improved=20
accuracy, better control and security, productivity savings.</P><B>
<P>Intangible Costs: </B>Recurring or Non-recurring Benefits costs which =
cannot=20
be easily quantified, such as the Learning Curve, which includes the =
efficiency=20
loss while personnel are learning to use a new information system may be =
an=20
intangible cost.</P><B>
<P>Intelligent Transportation Systems (ITS):</B> A collection of =
technologies=20
linking information systems with transportation to improve the =
efficiency and=20
safety of transportation systems</P><B>
<P>Interest:</B> the return a saver receives in addition to the original =
amount=20
she deposited, and the amount that a borrower must pay in addition to =
the=20
original amount she deposited. The annual earnings that are sacrificed =
when=20
wealth is invested in a given asset or business. The interest sacrificed =
by=20
investing in a given business is often called the cost of =
capital.</P><B>
<P>Internal Rate of Return:</B> The interest rate that causes the =
equivalent=20
receipts of a cash flow to equal the equivalent disbursements of that =
cash flow.=20
Also, the interest rate that reduces the present worth amount of a =
series of=20
receipts and disbursements to zero. See Rate of Return.</P><B>
<P>Investment Amount: </B>The investment amount is the sum of all yearly =

discounted costs. The investment amount is interpreted to include the =
total=20
price the agency is proposing to pay over the life of the project or =
system,=20
regardless of the type of purchase or the payment schedule.</P>
<P></P><B>
<P>Labor:</B> Human inputs into production process, in contrast with=20
Capital.</P><B>
<P>Law of Demand:</B> People purchase more of any particular good or =
service as=20
its relative price falls; they purchase less as its relative price =
rises.</P><B>
<P>Law of Supply:</B> At higher relative prices, the quantity supplied =
of a good=20
will increase; at lower relative prices, smaller quantities will be=20
supplied.</P><B>
<P>Learning Curve:</B> the curve describing how costs of production =
decline as=20
cumulative output increases over time </P><B>
<P>Level of Service:</B> A Performance Measure describing how well a =
particular=20
facility is serving the demands placed on it, for instance the speed of =
traffic=20
(or its correlates flow and density).</P><B>
<P>Life Cycle Costs (LCC):</B> the full cost over the entire life-cycle =
of a=20
system from construction to destruction, generally categorized into =
Acquisition=20
costs, Operating and Support costs, and Disposal costs</P><B>
<P>Long Run:</B> the time period over which every input can be varied, =
no inputs=20
are fixed.</P><B>
<P>Low Occupancy Vehicles (LOV): </B>Vehicles carrying only the driver, =
or the=20
driver and one passenger.</P>
<P>&nbsp;</P><B>
<P>Marginal Cost:</B> the additional cost corresponding to an additional =
unit of=20
output produced, calculated by dividing the price of a marginal input by =
the=20
marginal product of that input </P><B>
<P>Marginal Costs And Benefits:</B> costs and benefits that result from =
choosing=20
a little bit more of one thing and a little bit less of another </P><B>
<P>Marginal Product:</B> the amount by which output increases with the =
addition=20
of one unit of an input </P><B>
<P>Marginal Propensity To Consume:</B> the amount by which consumption =
increases=20
when disposable income increases by a dollar </P><B>
<P>Marginal Utility:</B> the extra utility, or enjoyment, a person =
receives from=20
the consumption of one additional unit of a good</P><B>
<P>Mobility:</B> The ease of moving on the transportation network, =
contrast with=20
accessibility.</P><B>
<P>Model:</B> a set of assumptions and data used by engineers and =
economists to=20
study an aspect of a system and make predictions about the future or =
about the=20
consequences of various changes </P><B>
<P>Moral Hazard:</B> principle that says that those who purchase =
insurance have=20
a reduced incentive to avoid what they are insured against </P>
<P></P><B>
<P>Net Benefit.: </B>The Net Benefit is calculated by summing all yearly =
net=20
benefits for the life of the project or system</P><B>
<P>Non-Recurring Benefits:</B> usually consist of cost reduction or =
value=20
enhancement. Examples of cost reduction benefits would be improved =
operations=20
resulting in reduced resource requirements. Examples of value =
enhancement=20
benefits would be improved data utilization and operational=20
effectiveness.</P><B>
<P>Non-Recurring Costs:</B> usually consist of the initial capital =
investment=20
and other non-recurring costs. Examples of non-recurring costs would be =
site and=20
facility preparation, new equipment, initial studies, software =
conversion,=20
one-time training, personnel relocation, and contractual or other =
support=20
services.</P><B>
<P>Normal Good:</B> a good the consumption of which rises as income =
rises </P>
<P></P><B>
<P>Opportunity Cost:</B> the cost of a resource, measured by the value =
of the=20
next-best, alternative use of that resource </P><B>
<P>Opportunity Sets:</B> a summary of the choices available to =
individuals, as=20
defined by budget constraints and time constraints </P><B>
<P>Outputs:</B> the outcomes of a production process </P><B>
<P>Overhead Costs:</B> the costs a firm must pay just to remain in =
operation.=20
They do not depend on the scale of production </P>
<P></P><B>
<P>Pareto-efficient allocations:</B> resource allocations, that cannot =
make a=20
person better off without making someone else worse off </P><B>
<P>Partial Equilibrium Analysis:</B> an analysis that focuses on only =
one or a=20
few markets at a time </P><B>
<P>Payback Period:</B> The payback period is the time required for the =
net=20
benefit to pay back the investment amount. This indicates how soon the =
state=20
will recover its investment amount. The payback period is calculated by=20
subtracting the yearly net benefits from the investment amount. =
Fractions of the=20
final payback year should be presented in decimal form so that zero =
investment=20
amount remains.</P><B>
<P>Performance Measure:</B> Any indicator of how well a system is doing. =
Some=20
performance measures are better than others, Consumer=92s Surplus, if it =
can be=20
measured, is the best economic efficiency measure.</P><B>
<P>Present Discounted Value:</B> how much an amount of money to be =
received in=20
the future is worth right now </P><B>
<P>Pre-Trip Travel Information:</B> A user service that will provide =
travelers=20
with information before their departure and before the mode choice is=20
made.</P><B>
<P>Price:</B> The amount of money, or other goods, that you have to give =
up to=20
buy a good or service.</P><B>
<P>Price Elasticity Of Demand:</B> the percentage change in quantity =
demanded as=20
a result of a 1 percent change in price </P><B>
<P>Price Elasticity Of Supply:</B> the percentage change in quantity =
supplied as=20
a result of a 1 percent change in price </P><B>
<P>Principal-Agent Problem:</B> any situation in which one party (the =
principal)=20
needs to delegate actions to another party (the agent), and thus wishes =
to=20
provide the agent with incentives to work hard and make decisions about =
risk=20
that reflects the interests of the principal </P><B>
<P>Private Good:</B> A good exclusively owned that cannot be =
simultaneously used=20
by others.</P><B>
<P>Privatization:</B> the process whereby functions that were formally =
run by=20
the government are delegated instead to the private sector </P><B>
<P>Producer=92s Surplus</B>: See Profit</P><B>
<P>Production Efficiency:</B> the condition in which firms cannot =
produce more=20
of some goods without producing less of other goods </P><B>
<P>Production Function:</B> the relationship between the inputs used in=20
production and the level of output </P><B>
<P>Production Possibilities Curve:</B> a curve that defines the =
opportunity set=20
for a firm or an entire economy and gives the possible combinations of =
goods=20
(outputs) that can be produced from a given level of inputs </P><B>
<P>Productive Resources:</B> The inputs of labor, natural resources and =
capital=20
used to generate new goods and services.</P><B>
<P>Productivity:</B> (GDP per hour) how much an average worker produces =
per=20
hour, calculated by dividing real GDP by hours worked in the economy =
</P><B>
<P>Profits:</B> The excess of income over all costs, including the =
interest cost=20
of the wealth invested. Also called Producer=92s Surplus. Contrast with=20
Consumer[=92s] Surplus</P><B>
<P>Public Good:</B> a good that costs little or nothing for an extra =
individual=20
to enjoy, and that it costs a great deal to prevent an extra individual =
from=20
enjoying, such as national defense </P><B>
<P>Pure Profit (Monopoly Rents):</B> the profit earned by a monopolist =
that=20
results from its reducing output and increasing the price from the level =
at=20
which price equals marginal cost </P>
<P></P><B>
<P>Rational Expectations:</B> the expectations of individuals that are =
formed by=20
using all available information </P><B>
<P>Real Interest Rate:</B> the actual increase in buying power of saved =
money,=20
equal to the nominal interest rate minus the rate of inflation </P><B>
<P>Recurring Benefits:</B> would be reductions in rentals and leases,=20
maintenance, data communications charges, data processing charges, =
personnel=20
salaries and benefits, travel and training, contractual services, and =
technical=20
support. Also included would be cost avoidance; that is, the avoidance =
of future=20
costs by implementing the proposed system or project. Examples of cost =
avoidance=20
would be information systems operational charges, equipment, and =
software=20
development.</P><B>
<P>Recurring costs:</B> will have to be paid throughout the life of the =
system=20
or project. Recurring costs may include rentals and leases, maintenance, =
license=20
fees, data communications charges, data processing charges, personnel =
salaries=20
and benefits, travel and training, contractual services, and technical=20
support.</P><B>
<P>Return on Investment: </B>Return on Investment is the net benefit =
expressed=20
as a percentage of the investment amount. The Return on Investment is =
calculated=20
by dividing the net benefit by the investment amount. The Return on =
Investment=20
helps the evaluators compare budget issues of different sizes or scopes. =
A small=20
investment in a small project or system can result in a greater return =
on=20
investment than a large investment in a large project or system.</P><B>
<P>Revenue Curve:</B> the relationship between a firm's total output and =
its=20
revenue </P><B>
<P>Revenues:</B> the amount a firm receives for selling its products, =
equal to=20
the price received multiplied by the quantity sold </P><B>
<P>Risk:</B> the loss associated with a decision, with a certain =
probability,=20
contrast with Uncertainty</P><B>
<P>Risk Averse / Loving / Neutral:</B> given equal expected returns and=20
different risks risk averse people will choose assets with lower risk, =
risk=20
loving people will choose assets with higher risk, and risk-neutral =
individuals=20
will not care about differences in risk </P><B>
<P>Risk Premium:</B> the additional interest required by lenders as =
compensation=20
for the risk that a borrower may default; more generally, the extra =
return=20
required to compensate an investor </P>
<P></P><B>
<P>Shadow Price:</B> the true social value of a resource </P><B>
<P>Short Run:</B> The period during which some inputs are fixed and =
cannot be=20
varied.</P><B>
<P>Single Occupancy Vehicles (SOV): </B>Vehicles carrying only the=20
driver.</P><B>
<P>Signaling:</B> conveying information, for example by earning a=20
college-degree, to persuade an employer that a prospective worker has =
desirable=20
characteristics that will enhance his productivity </P><B>
<P>Slope:</B> the amount by which the value along the vertical axis =
increases as=20
a result of a change in a unit along the horizontal axis; the slope is=20
calculated by dividing the change in the vertical axis (the "rise") by =
the=20
change in the horizontal axis (the "run") </P><B>
<P>Smart Card:</B> Plastic cards with an embedded integrated circuit =
chip=20
containing memory and microprocessor.</P><B>
<P>Social Costs:</B> Private costs plus external costs.</P><B>
<P>Social Marginal Cost:</B> the marginal cost of production, including =
the=20
costs of any negative externality, such as air pollution, borne by =
individuals=20
in the economy other than the producer </P><B>
<P>Static Expectations:</B> the belief of individuals that today's =
prices and=20
wages are likely to continue into the future </P><B>
<P>Substitute:</B> a good for which demand increases when the price of a =
closely=20
related good increases </P><B>
<P>Substitution Effect:</B> the reduced consumption of a good whose =
price has=20
increased that is due to the changed trade-off, the fact that one has to =
give up=20
more of other goods to get one more unit of the high-priced good; the=20
substitution effect is associated with a change in the slope of the =
budget=20
constraint </P><B>
<P>Sunk Cost:</B> a cost that has been incurred and cannot be recovered =
</P><B>
<P>Supply Curve:</B> the relationship between the quantity supplied of a =
good=20
and the price, whether for a single firm or the market (all firms) as a =
whole=20
</P><B>
<P>Supply-Constrained Equilibrium:</B> the equilibrium that occurs when =
prices=20
are stuck at a level below that at which aggregate demand equals =
aggregate=20
supply; in a supply-constrained equilibrium, output is equal to =
aggregate supply=20
but less than aggregate demand </P>
<P></P><B>
<P>Tangible Benefits:</B> Benefits quantifiable in terms of direct =
dollar=20
values; for example, the benefit of future equipment or personnel cost=20
avoidance.</P><B>
<P>Tangible Costs: </B>Costs quantified in terms of direct dollar =
values, such=20
as the cost of equipment or services.</P><B>
<P>Technological Change:</B> An advance, usually scientific, that causes =
an=20
increase in output to occur relative to the quantity of inputs.</P><B>
<P>Theorem:</B> a logical proposition that follows from basic =
definitions and=20
assumptions </P><B>
<P>Theory:</B> a set of assumptions and the conclusions derived from =
those=20
assumptions put forward as an explanation for some phenomena </P><B>
<P>Trade-Offs:</B> the amount of one good (or one desirable objective) =
that must=20
be given up to get more of another good (or to attain more of another =
desirable=20
objective) </P><B>
<P>Transactions Costs:</B> the extra costs (beyond the price of the =
purchase) of=20
conducting a transaction, whether those costs are money, time, or =
inconvenience=20
</P><B>
<P>Transponder:</B> An electronic tag carried by a motor vehicle that =
has=20
electronically stored information that can be retrieved by a roadside=20
reader.</P><B>
<P>Trip:</B> The period during which a vehicle is continuously traveling =
from=20
its point of origin to its destination. The vehicle may stop for short =
periods=20
during the trip without causing discontinuation of the trip if no change =
occurs=20
in the loaded weight.</P><B>
<P>Trip Ticket:</B> An electronic ticket stored on the transponder which =

contains trip related information such as the carrier, vehicle, driver =
and=20
transponder IDs, commodity code, weight measurements, date/time/location =
and=20
results of last clearance event. The trip ticket is transmitted during =
DSRC=20
between vehicle and roadside reader equipment.</P>
<P></P><B>
<P>Uncertainty:</B> the unknown outcomes of a decision, cannot be =
specifically=20
targeted except by gathering more information. Contrast with =
risk.</P><B>
<P>Utility:</B> the level of enjoyment an individual attains from =
choosing a=20
certain combination of goods </P><B>
<P>Utility Possibilities Curve:</B> a curve showing the maximum level of =
utility=20
that one individual can attain, given the level of utility attained by =
others=20
</P>
<P></P><B>
<P>Value of Time:</B> The dollar value of time, for instance $10/hour. =
Value of=20
time depends on the use to which the time is put, what it substitutes =
for, and=20
the quality of the time. Typically time in motion is valued less highly =
than=20
time waiting.</P><B>
<P>Variable Costs:</B> Costs of a production process that increase or =
decrease=20
along with changes in level of production, as opposed to fixed =
costs.</P><B>
<P>Variable Inputs:</B> inputs that rise or fall with the quantity of =
output=20
</P><B>
<P>Vehicle Miles Traveled (VMT):</B> The number of vehicles on a road =
segment=20
multiplied by the length of a segment, summed for all road segments =
under=20
study.</P><B>
<P>Vertical Equity:</B> the principle that says that people who are =
better off=20
should pay more taxes </P>
<P></P><B>
<P>Willingness to Pay:</B> The amount a consumer would pay for a good or =

service, not the amount he actually pays, which is the Price. Measured =
by the=20
height of the demand curve.</P>
<P>&nbsp;</P><B>
<P>Yearly Total Benefit: </B>Total of the benefits for each year over =
the=20
proposed life of the system or project.</P><B>
<P>Yearly Total Cost: </B>Total of the costs for each year over the =
proposed=20
life of the system or project.</P><B>
<P>Yearly Discounted Benefit: </B>Each yearly total benefit is =
discounted using=20
the present value factor for that year (see Discount Rates).</P><B>
<P>Yearly Net Benefit: </B>The yearly discounted cost is subtracted from =
the=20
yearly discounted benefit for each year over the life of the system or=20
project.</P>
<P></P><B>
<P>Zero Elasticity:</B> a demand (or supply) curve has zero elasticity =
if the=20
quantity demanded (or supplied) does not change at all if price changes; =
the=20
demand (supply) curve is vertical </P>
<P>&nbsp;</P>
<P>&nbsp;</P>
<P>&nbsp;</P>
<P>References:</P>
<P>The FACS Journalist's Guide to Economic Terms</P>
<P>Joseph Stiglitz=92s On-line Glossary from Economics textbook</P>
<P>Ged Ryan Cost Benefit Analysis - Further Definitions</P>
<P>Virtual Schoolhouse Contract Repair Enhancement Program Course =
Glossary</P>
<P>DOT Transportation Glossary</P>
<P>&nbsp;</P></FONT></BODY></HTML>

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