VTInotat
Hummer: T 107 Datmm: 1991-04-16
Titel: ROAD INVESTMENT BENEFITS OVER AND ABOVE TRANSPORT COST
SAVINGS AND GAINS TO GENERATED TRAFFIC; DO THEY EXIST? - some extensions of the perfect market economy model
of VTI meddelande 616, 1990
Forfattare: Imdad Hussain
Avdelning: Trafikavdelningen
Projektnummer: 73012-7
Projektnamn: Indirekta effekter av véginvesteringar i
inriktningsplanering och objektanalys Uppdragsgivare: VTI
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C O N T E N T S
INTRODUCTION
EXTENSIONS OF THE PERFECT MARKET ECONOMY MODEL -the freight transport model
The case of commodity tax
The case of wage tax on employers The case of tax on intermediate goods The case of increasing returns to scale THE MODEL WITH AN ALLOWANCE FOR PASSENGER TRAFFIC - The case of commuting
Model with 25 per cent income tax Model with 50 per cent income tax SUMMARY AND CONCLUSIONS
Appendices 11 13 15 18 20 21 24
INTRODUCTION
Practical road appraisal manuals mostly use computer based
cost-benefit models (see, for example, OBJEKTANALYS, and COBA, the
CBA models used by The National Road Administration boards in
Sweden and Great Britain respectively). "Benefits to existing
traffic" completely dominate the benefit side of such manuals.
According to these models, the traffic benefits of a road
improvement are usually measured in terms of:
° savings in accident costs
° savings intravel time
° savings in vehicle operating costs ° increased travel comfort
Historically, a close relationship between land use activities
and transportation system improvements has been perceived. The
intuitive ideas about the significance of transport
infra-structure for the development of national economies existed
already during the days of Adam Smith (1776). His famous statement: "the division of labour must always be limited by the
extent of market ...", seems to reflect his belief that
improvements in transport facitilies, by opening a more
extensive market for every sort of industry, would affect
industrial growth and specialization. The mechanisms determining
the rules of specialization and the distribution of income are
implicit in the classical theory of firm and household location
as well as in the comparative cost theory of international trade (Straszheim, 1972).
In the post world war II literature, the role of infrastructural
road investments in the growth of industries andtheir impact
upon the development of depressed regions has been a topic of continuous interest.
During the last three decades, the bulk of literature in this
area of research has grown tremendously and engineers,
economists, planners, geographers and operations researchers
have all contributed to the work. Due to the cross-disciplinary
nature of the subject, each discipline has considered the
complexities involved in the matter from slightly different
perspectives. Examples of work in this area are Tinbergen
(1957), B08 and Koyck (1961), Friedlaender (1965), Brown and
Harral (1965), Wilson et a1 (1966), Mohring and Williamson
(1969), Cleary and Thomas (1973), Dickey and Sharpe (1974), Dodgson (1974), Peaker (1976), Thornton (1978), Sharp (1980),
Friedlaender and Spady (1981), Liew and Liew (1984), Dodgson
(1984), Mackie and Simon (1986), Quarmby (1989), Aschaur (1989), Anderstig and Mattson (1989), Peterson (1989), Binder (1989), Forkenbrock and Foster (1990) and Hulthén (1991). On the basis of conclusions drawn from the previous research in this area, it
may be learnt that the thesis that infrastructural road
investments might play a major role in the economic development
of regions with sufficient unexploited resources in the form of
land, labour and capital, is agreed upon in general. Whether the
same can be true in the case of mature and industrially
developed economies with full employment of resources, is,
however, a question which still lacks a comprehensive and clear
answer .
The practical way of measuring road investment benefits in terms of transport cost savings to existing traffic is regarded as a
reasonable attempt to approximate the partial equilibrium
benefit measure which in fact should also include gains to newly generated traffic. In order to explicate the question of whether road investments really give rise to substantial benefits beyond
the transport cost savings and gains to generated traffic, a
general equilibrium approach may be used. In this type of
analysis, benefits may be measured by studying the variations in
the structure of production and consumption in an economy. Such
variations are brought about by changes in relative prices of
the goods with a direct impact on consumer welfare.
In an earlier VTI report, (see Hussain and Jansson, 1990), it
has been argued with the aid of a general equilibrium model,
that in an economy with perfect markets, a partial equilibrium analysis of the benefits will almost exactly be equivalent of the general equilibrium.measure of the benefits.
The purpose of this paper is to examine whether a departure from
the perfect market model assumption, by letting certain market
imperfections into the model, will considerably change the
results and conclusions of the earlier analysis. The paper
consists of two parts. The first part of the paper treats the
freight transport model with no passenger traffic. In the second
part the model with interregional commuting possibility is
introduced. Finally, the results of the models are discussed and summarized.
EXTENSIONS OF THE PERFECT.MmRKET ECONOMI.MODEL _ the freight transport model
The partial equilibrium benefit measure discussed in the perfect
market model is represented by a change in the area to the left
of the transportation demand curve, wheras the general
equilibrium measure is computed in terms of the equivalent
variation net of the value of leisure lost due to increased
production.
The already established equivalence between the two benefit
measures is due to the absence of any price distorting mechanism in the model economy. The market prices, in this situation, also
reflect the social value of production factors used and
commodities produced, thus guaranteeing the equality of the
private and social evaluation of the economys output. However,
the real world situation does not comply to these conditions and
the economies are subject to several types of price distorting
market imperfections which affect private production and
consumption decisions. Therefore, the equivalence between the
private and the social evaluation may break down. There may be many factors contributing to this, but the presence of commodity
and other taxes and non-convex production technologies are
common examples (see Lundgren, 1985). In such cases, prices do
not function as effective signals to buyers and sellers and,
therefore, the resource allocation is disturbed.
The purpose of this chapter is to test the validity of the
earlier conclusions drawn about the nature andsize of transport
investment benefits under different conditions characterizing a
market failure. The analysis is carried out, firstly by
incorporating different types of taxes in the basic model.
Secondly, increasing returns to scale technology is introduced
in the model. In an attempt to extend the model further, the
possibility of commuting between region 1 and region 3 is
allowed for.
The case of commodity tax
As a departure from the perfect market economy model, a 25 per
cent flat rate commodity tax on consumers in all regions is
introduced. An important assumption is that unit transport
costs for the transportation of a consumer good between two
regions is paid in terms of a certain amount of the same good.
Thus, it is not only the goods actually consumed which are
taxed, but also the goods which are bought to pay for the
transports, as the buyer always stands for the transport bill.
The entire amount of tax revenues collected in a region is
transferred back as a subsidy to the consumers of the same
region. Moreover, the commodity tax also affects the labour
supply since this is assumed to be a function of the real wage
which is computed as a ratio of money wages to general consumer price levels in each region.
The impact on resource allocation in the economy, of a 25 per
cent commodity tax, ceteris paribus, may be reflected by
com-paring ordinal utility indices of the various regions, Computed
in the initial equilibrium situations for the perfect market
economy as well as the commodity tax models. Such a comparison
Table 1: Changes in the ordinal utility indices
The Perfect The Tax
Region Market Model Model AU
1 63.92 57.51 -6.41
2 56.25 51.30 -4.95
3 57.16 52.15 -5.01
AU = Change in utility indices due to a 25 percent commodity tax on consumers
The figures given in the table above clearly indicate an adverse
change in the levels of consumption for all regions despite the
fact that the entire amount of tax revenues was transferred back
to the consumers. Nevertheless, this is an expected result and
there is nothing sensational in that.
With this in hand, it is high time to make an inquiry into
whether such disturbances in the resource allocation due to the
commodity tax also has implications for the relationship between
partial and general equilibrium.measures of benefits due to
transport improvements. In this case, a benefit measurement
analysis, similar to that conducted in the perfect market case,
is carried out for different levels of reduction in unit
transport costs.
A summary of the results from the benefit measurement
calcula-tions for the perfect market model as well as for the commodity
tax model, is presented in tables 2 and 3, respectively, for
comparison. The numerical computation lists of the model are
provided in appendix one.
An explanation to the variable notation in the table columns follows below:
At = percentage change in unit transportation cost
TS = transport cost savings for existing traffic
PE = partial equilibrium benefit measure
EV = Equivalent variation (general equilibrium benefit
measure)
NEV = EV-DUL: total net welfare gains
DUL = monetary value of leisure forgone
ANI = change in national income at constant prices
% = An indication of the percentage ratio of the
variable to ANI
The results shown in table 2 have been published earlier (see
Hussain and Jansson, 1990), with the minor exception for columns 8 to 11. These columns show the relative size of the different
benefit measures in relation to the changes in national income
measured at preinvestment prices. For example, the figures given in column 10 indicate that greater reductions in transport costs
lead to a slight decline in the relative size of NEV. This may
be a reflection of the assumption that the derivative of the
marginal utility of money is negative. Similarly, a slight
decline in the relative sizes of DUL, TS and PE is noted. The
main conclusion of the perfect market model, as previously
mentioned, is that transport cost savings to existing traffic
and gains to generated traffic almost exactly represent the
general equilibrium benefit measure, NEV. Moreover, the
con-clusion holds well in case of small as well as large reductions in unit transport costs.
A comparison between columns three and six shows that the
partial benefit measure of transport cost savings for existing
traffic and gains to newly generated traffic, now regularly
underestimates the net equivalent variation. The degree of
cost reductions. There is a clear indication that the pure
traffic generation is rather negligible. Transport cost savings
underestimate the net welfare gains by 2.6 per cent for a 15 per
cent reduction in unit transport costs. This gap becomes larger
for greater reductions in transport costs and is about 4 per
cent for a 50 per cent transport cost reduction.
The relative size of net equivalent variation with respect to
national income change is greater compared to the perfect market model case. This may be explained by a smaller relative share of
DUL in EV, in the case of the commodity tax model. The relative
sizes of TS and PE, in this case, are lower compared to that of
NEV and decline for larger transport cost reductions. However
NEV and ANI seem to have a stable relationship to each other.
Ta bl e 2: Re sul ts of th e pe rf ec t ma rk et mo de l 10 11 TS PE EV DU L N E V TS % PE % NE V% DU L% 15 % 44 .5 44 .8 56 11 45 55 81 81 .5 81 .8 20 25 % 74 74.8 93 18 75 93 79 .6 80 .4 80 .7 19 .4 35 % 10 3. 5 105 13 0 25 10 5 13 0. 4 79 .4 80 .5 80 .5 19 .2 50 % 14 7. 5 151. 8 18 7 36 15 1 189 78 80 .3 79.9 19 60 %
VTI Notat T 107 Ta bl e 3: Re sul ts of th e' co mm od it y ta x mo de l 10 11 -A t TS PE EV DU L N E V TS% PE % NE V% DU L% 15 % 50 .1 50 .4 60 8. 6 51 .4 60 83 .5 84 85 .7 14.3 25 % 83 .4 84 .3 10 0 14 .5 85 .5 10 0 83 .4 84 .3 85 .5 14 .5 35 % 11 6. 5 11 8. 2 14 0 20 .1 11 9. 9 14 1 82 .6 83 .8 85 14 .2 50 % 16 6. 1 16 9. 6 20 1 28 .4 172. 6 20 3 81 .8 83 .6 85 14 60 %
10
11
The case of wage tax on employers
A similar comparison is again conducted under the condition of a wage tax on employers. The employers are now supposed to pay 25 per cent of their total wage bill in tax to a hypothetical tax authority. The tax revenues, so collected, are returned to the
consumers as transfer payments according to the assumption of
the model. In this case too, however, the revenues raised in a
region are returned to the consumers of the same region. The tax leads to similar final allocational effects as in the commodity
tax case, however, it causes the marginal cost curves of the
producers to shift upwards. The welfare gains arising from
different levels of transport cost reductions are calculated
according to various benefit measures and are given in table 4. Columns 8 to 11 show thepercentage ratio of TS, PE, NEV and DUL
to ANI, respectively. These ratios are similar to the
corre-sponding ratios in the commodity tax model case.
The figures in the table also show that the discrepancy between
the partial and the general equilibrium.masures of the benefits is slightly greater as compared to the model with commodity tax. This is particularly true in cases of larger reductions in the
unit transport costs. For example, for a 35 per cent reduction
in transport costs, the transport cost savings related to exis-ting traffic and the gains to generated traffic underestimate the net equivalent variation by 1.4 per cent in the comodity tax
model, whereas the corresponding figure for the wage tax model
is 3.4 per cent. Nonetheless, the relative size of the NEV with
respect to ANI remains almost the same according to the two
models. The numerical computations for various levels of
transport cost reductions in this model are given in appendix
VTI Notat T 107 Ta bl e 4: Th e ca se of wa ge ta x on pr od uc er s 10 11 TS PE EV DU L N E V TS % PE% NE V% DU L% 15 % 49 .9 50 .2 60 8. 7 51 .3 60 83 .2 83 .7 85 .5 14 .5 25 % 83 83 .9 10 0 14 .4 85 .6 10 0 83 83 .9 85 .6 14 .4 35 % 11 6. 2 11 7. 9 14 2 20 .1 12 1. 9 14 2 81 .8 83 85 .8 14 .2 50 % 16 5. 6 16 9 20 5 28 .5 176. 5 20 6 80 .4 82 85 .7 13 .7 60 %
12
13
The case of tax on intermediate goods
In this model, a 25 per cent tax on intermediate goods is
levied. The producers of the consumer goods, thus pay in tax, an
amount equal to 25 per cent of the market value of the raw
materials used in production. As in earlier cases, the tax
revenues are returned to the consumers as transfers. An obvious
impact of this type of tax is to reduce the absolute level of
consumption and production in the economy and its regions. Also,
the level of the benefits arising from a certain reduction in
the unit transport costs is considerably reduced as a result of
the decline in production. However, the comparison between the
partial and the general equilibrium measures of benefits shows a
discrepancy between the two measures which is about the same
size as in the case of the wage tax model. The ratios of TS, PE
and NEV to ANI are about the same size as in the previous tax
model. However, theratio of DUL to ANI is greater in this model
for all levels of reductions in the unit transport costs. The
fact that the leisure becomes more valuable may be due to a
relatively greater increase in the consumer price level compared
to the real wage. Even in this case the relative size of NEV
with respect to ANI is greater than that in the perfect market
model. The numerical computation lists for the model are
VTI Notat T 107 Ta bl e 5: Th e ca se of a ta x on in te rm ed ia te go od s 10 11 TS PE EV DU L N E V TS % PE% NE V% DU L% 15 % 40 .4 40 .6 50 8. 8 41 .2 48 84 .2 84 .6 85 .8 18 .3 25 % 67 .3 68 .0 84 14 .7 69 .3 83 81 81 .9 83 .5 17 .7 35 % 94 .0 95 .4 11 9 20 .7 98 .3 11 8 79 .7 80 .8 83 .3 17 .5 50 % 13 4. 1 13 6. 9 17 2 29 .3 14 2. 7 17 1 78 .4 80 83 .5 17 .1 60 %
14
15
The case of increasing returns to scale
In this case, the falling average total cost for producers, in
relation to the demand faced by them, indicates increasing
returns to scale in production. This is a situation in which
even a competitive market system does not guarantee an efficient level of production. This phenomenon is introduced by
incorpora-ting a total fixed cost factor in the production of consumer
goods.
The existence of the phenomenon may prevent the market from
generating an optimal level of output in two ways. Firstly, the
incentive to exploit economies of scale provides room for
building monopoly. The price, in such a situation, will then be set at a higher level than the marginal cost, leading to a lower level of production. Secondly, even if the price is set equal to
the marginal costs, the falling average total costs imply a
certain operating loss for the firm.
In the particular model used in this study, the marginal costs
for the finm are assumed to be constant. The first case is
characterized by the zero profit condition where the price is
equal to the average total costs. I have chosen to call this the "quasi-monopoly case". In the second case, the price is equal to
the marginal cost which implies a net operating loss to the
firm, which is equal to the total fixed cost. According to the
model this loss is financed by a consumer tax on the good. The
results of the benefit analysis for both cases are given in
tables 6 and 7 below.
This analysis provides several interesting results. By studying
the results of the quasi-monopoly model, it can be learnt that
the partial equilibrium measure of transport improvement
benefits now overestimates the general equilibrium benefit
measure for different levels of transport cost reductions up to
50 per cent. For a 60 per cent reduction in trnasport cost
how-ever, this relation is reversed as NEV exceeds PE by merely 0.4
16
between the partial and the general equilibrium.measures in this case. A 35 per cent reduction in unit transport costs appears to cause the greatest discrepancy (3.4 per.cent). The relative size of NEV with respect to ANI is 82.2 per cent for a transport cost
reduction of 15 per cent. It decreases to 80 per cent for a 25
per cent transport cost reduction and then increases slightly,
to reach 82.2 per cent for a 60 per cent transport cost
reduction.
The case of increasing returns to scale where the price is equal
to the marginal costs leads to various conclusions. In this
case, the PE measure underestimates the general equilibrium
measure NEV for all levels of transport cost reductions. For a
50 per cent transport cost reduction, the degree of
under-estimation amounts to approximately 4 per cent. Transport cost
savings at this level underestimate the NEV by almost 6 per cent
which also indicates certain gains to newly generated traffic.
The percentage ratios of TS, PE, NEV and DUL to ANI are about
the same sizes as in the case of perfect market economy model.
The numerical computation lists for the model are given in appendix four.
Ta bl e 6: Th e ca se of in cr ea si ng re tur ns to sc al e. (P = AT C) . 10 11 -A t TS PE EV DU L N E V TS % PE % NE V% DU L% 15 % 44 .8 45 .1 55 10 .6 44 .4 54 83 83 .5 82 .2 19.6 25 % 74.6 75.3 90 17 .2 72 .8 91 82 82 .7 80 18 .9 35 % 10 4. 3 10 5. 8 12 7 23 .9 10 3. 1 128 81 .5 82 .7 80 .6 18 .7 50 % 14 6. 6 151. 6 18 4 34 150 18 5 79 .2 81 .9 81 18 .4 60 % 17 8 18 2.5 22 4 40 .8 18 3. 2 223 79 .8 81 .8 82 .2 18.3 17
VTI Notat T 107 Ta bl e 7: In cr ea si ng re tur ns to sc al e (P = MC < AT C) 10 11 TS PE EV DU L N E V TS % PE % NE V% DU L% 15 % 44 .8 45 .1 57 11 .5 45 .5 56 80 80 .5 81 .3 20.5 25 % 74 .4 75 .2 95 19 76 94 79.1 80 81 20 .2 35 % 10 4 10 5. 6 13 5 26 .7 10 8. 3 13 5 77 78 .2 80 .2 19.8 50 % 14 8. 4 15 1. 7 19 5 37 .5 15 7. 5 19 5 76 .1 77 .8 80 .8 8 19 .2 60 %
18
19.
THE MODEL WITH AN ALLOWANCE FOR PASSENGER TRAFFIC -The case of commuting
The perfect market model and its various extensions treated in
the analysis so far, merely considered the transportation of
goods between regions. Those cases implicitly assumed the exis-tence of an interregionally immobile working population in each
region. Therefore, there was no scope for any kind of
inter-regional passenger transportation.
This model attempts to analyse the benefit measurement problems
of road investment appraisal as adressed earlier, by allowing
for the possibility of interregional commuting. This is acheived
by incorporating a very simple mechanism for the transportation
of labour from one region to the other, in the model.
In particular, it is assumed that one of the regions is endowed
with two categories of labour force. The labour of the first
category specializes in the production of local goods and the
second is suitable for the production of goods elsewhere, thus potentially expanding the labour market there. The supply of the
latter is assumed to be a function of the price level in the
home region, the wage prevailing in the region of work and the
transport costs. It is further assumed that commuters payan ad
valorem income tax to the region where they work. The entire
ambunt of tax revenues is transferred to the consumers in the
region of work.
The analysis is carried out for different levels of transport
cost reductions and includes the transportation of goods as well
as peOple. Two cases are considered with regard to income tax
rates of 25 per cent and 50 per cent and a summary of the
20
Mbdel with 25 per cent income tax
The figures shown in table 10 clearly indicate that, in this
case, transport cost savings for existing traffic underestimate
the increases in national income substantially. A 25 per cent
reduction in unit transport costs leads to the transport cost
savings which are approximately 66.5 per cent of the national
income changes. The corresponding figure for a 50 per cent
reduction in the transport costs is 61.5 per cent. Thus, the larger the transportation cost reductions, the larger the degree of underestimation. The general equilibrium.measure of benefits, NEV, stands for the net welfare gains in the economy as a whole, acccording to the definitional framework established earlier. A comparison between the partial measure (PE), of the benefits and
the (NEV) shows considerable discrepancy between the two
measures due to small as well as large transport cost
reductions. This discrepancy may be represented by a true
multiplier defined as the ratio of the NEV to PE, for different
levels of transport cost reductions. The true multiplier is then compared with Tinbergens multiplier defined as ANI/TS.
Table 8
-At True multiplier Tinbergen multiplier
15% 1.07 1.50
25% 1.08 1.53
35% 1.10 1.57
50% 1.13 1.63
The comparisons above suggest a significantly lower value of the
true multiplier than that of the Tinbergen multiplier for the
various transport improvements. However, a larger improvement in
transport facilities induces a slightly larger true multiplier
which is also tha case for the Tinbergen multiplier. 1¥T1_Netat T 107~
21
Mbdel with 50 per cent income tax
An obvious consequence of the higher rate of income tax is that
the magnitude of road improvement benefits is reduced in
absolute terms for all levels of transport cost reductions. The partial measure underestimates the general equilibrium measure of the benefits and this discrepancy is larger than the earlier case of a 25 per cent income tax.
The true multipliers and the Tinbergen multipliers are computed
to illustrate the degree of deviation between the partial
measure and the general equilibrium measure of the benefits.
Table 9
-At True multiplier Tinbergen multiplier
15% 1.17 1.58
25% 1.20 1.61
35% 1.25 1.66
50% 1.27 1.71
The values of the multipliers show that, for a given reduction
in transport costs, both the true multiplier and the Tinbergen
multiplier will be greater the higher the rate of income tax.
Moreover, the true multiplier gets greater for greater
reductions in unit transport costs which is also the case
regarding the Tinbergen multiplier. A summary of the results
from the two cases is provided in tables 10 and 11. The results also indicate that the ratios of TS, PE and NEV to ANI in the commuting model are much smaller compared to such ratios in the perfect market model, whereas the percentage ratio of DUL to ANI
is much greater in the case of the commuting model. The
numerical computation lists are provided in appendix five.
Ta bl e 10 : Th e ca se of in te rr eg io na l co mm ut in g fo r wo rk ( 25 % in co me ta x) . -A t TS PE EV DU L N E V AN I TS % PE % NE V% DU L% VTI Notat T 107 15 % 53 .2 54 .4 80 22 58 80 66 .5 68 72 .5 27 .5 25 % 88 .5 92 13 6 37 99 13 5 65 .6 68 .2 73 .3 27 .4 35 % 12 3. 8 13 0. 4 19 5 53 14 3 19 4 63 .8 67 .2 73 .7 27 .3 50 % 17 6. 4 19 0 28 7 73 21 4 28 7 61 .5 66 .2 74 .6 25 .4 60 %
22
Ta bl e 11 : Th e ca se of in te rr eg io na l co mm ut in gfo r wo rk (5 0 % in co me ta x) . 10 11 TS PE EV DU L NE V TS % PE % N E V % DU L% 15 % 44 .3 45 .4 70 17 53 70 63 .3 64 .9 75 .7 24 .3 25 % 73 .8 76 .8 12 1 29 92 11 9 62 64 .5 77 .3 24 .4 35 % 10 3. 2 10 9. 1 17 6 40 13 6 17 1 60 .4 63 .8 79 .5 23 .4 50 % 14 7.3 15 9.6 25 6 54 20 2 25 2 58 .5 63 .3 80 .2 21 .4 60 %
23
24
SUMMARY AND CONCLUSIONS
In an earlier VTI report, (Hussain and Jansson, 1990), it has been learnt that transport cost savings to existing traffic and
gains to purely generated traffic are almost equal to the true
net welfare gains computed by a general equilibrium analysis of
road investment benefits, in an economy with perfect markets. In this paper the relationship between the partial and the general
equilibrium benefit measures is examined under various
conditions of market failure. One important conclusion is that
different types of taxes lead to situations where the partial
measure underestimates the general equilibrium measure.
Nonetheless, the discrepancy is not very large and the partial
measure therefore appears to provide a good approximation of the general equilibrium.measure of the benefits in these cases. The case with decreasing average total production costs leads to a slightly larger gap between the two measures of road invest-ment benefits compared to the tax models. Nevertheless, the introduction of the possibility of job commuting between various
regions considerably alters these conclusions. If road
investments lead to a situation where potentially idle factors can be brought to use, as is assumed in the commuting model, the partial measure of the benefits considerably underestimates the
general equilibrium measure. However, inthis study the true
multiplier used to measure the degree of discrepancy between the
two benefit measures is much smaller compared to the
corresponding Tinbergen multiplier which is defined by the ratio
of national income increases to transport cost savings for
existing traffic, due to transport improvements. Moreover, it is important to note that the results of the commuting model depend on the assumption that the passenger traffic is comprised only of commuting in the model. The inclusion of passenger traffic in the model, in a broader sense, would lead to a relatively lower value of the true multiplier.