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WB # 1208945: A Feasibility Study and Capacity
Development for Strengthening Disaster Risk
Management and Rural Resilience in Cambodia
RESILIENCE OF RURAL INFRASTRUCTURE
2nd National Stakeholder Consultation
Regional Knowledge Sharing Workshop
Ministry of Rural Development
Phnom Penh, Cambodia
09 February 2017
RESILIENCE OF RURAL INFRASTRUCTURE
Economics, Social, Natural Hazards, GIS
β€’Economic Study
β€’Social
β€’Natural Hazards GIS
CONTENTS
RESILIENCE OF RURAL INFRASTRUCTURE
Economics, Social, Natural Hazards, GIS
ECONOMICS
by: Sok Tharath CHREUNG
Infrastructure Economist
(MA. In Economics, Hiroshima University)
I. Introduction
Cost and Benefit Analysis (CBA) has been carried out by
taking into account the capital cost and road
maintenance costs, and the potential level of benefit
from disaster risk management (the so-call, the triple
dividend of resilience).
RESILIENCE OF RURAL INFRASTRUCTURE
Economics
These items are considered over an evaluation period for
20 years (2017-2036, and the base year is 2016) with
costs and benefits discounted and expressed in present
value terms. Economic viability can be expressed with a
number of indicators incorporating the concept of
discounting and two of these have been calculated from
the annual cost and benefit streams; are:
οƒ˜ Net Present Value (NPV) = $ and
οƒ˜ Economic Internal Rate of Return (EIRR) = %
RESILIENCE OF RURAL INFRASTRUCTURE
Economics, Introduction (Cont’)
II. Economic evaluation approach
The approach used WB’s approach β€œthe triple dividend
of resilience” evaluation methodology for rural road
upgrading; that realising development goals through
the multiple benefits of disaster risk management.
β€œWith Project” and β€œWithout Project” cases are
compared.
However, from the road infrastructure sector point of
view there are only double dividend of resilience haven
been considered as in the followings:
RESILIENCE OF RURAL INFRASTRUCTURE
Economics,
Economic evaluation approach (Con’t)
The quantified economic benefits, which would be
realised from the implementation of the project with
disaster risk management, are defined as savings in
οƒ˜ Avoided losses;
οƒ˜ Generation of Development Co-benefits;
nomic Potentials derived from the difference between
β€œWith Project” and β€œWithout Project”
RESILIENCE OF RURAL INFRASTRUCTURE
Economics,
RESILIENCE OF RURAL INFRASTRUCTURE
Economics, (Data request During 1st workshop)
Avoided
losses
Generation
of
Development
Co-benefits
Avoided annual
maintenance
costs (from
flooding)
Avoided/Reduced
road
reconstruction
from major
disasters
Reduced
Vehicle
Operating
Costs
Reduced
Travel Time Road Length (km)
Avg Annual Daily
Traffic (AADT)
Road Condition
(IRI)*
Avg Speed
(km/hr)*
Road closure
(days/yr)*
Avg wage ($/day)
Periodic
Maintenance Cost
($/km)
Road Reconstruction
Cost ($/km)
Road Rehab/Repair
Cost ($/km)
Frequency of major
floods
Improved
Health due to
less dust
Population
(within 2km-corridor)
Road
Upgrading
Cost ($/km)
Access to raw material cost
variations , as well as
availability of labor works
Periodic and
Routine
Maintenance
Costs ($/km)
BENEFITSCOSTS
*for with and without project
Vehicle Operating
Cost ($/veh-km)
Avoided income
loss (or extra
income gain)
from avoided
disasters
Two Additional cots
on (i) Mine/UXO
Clearance and (ii)
Land Acquisition &
Resettlement, if
necessary
Hospital Visit
(day/year)*
Design and
Construction
Supervision Cost
Conventional Transport Economics:
Traffic Study  RUC Saving (VOC & TTC)
Example of two periods during a year of with and
without project on the Vehicle Operating Cost
Days Per Year Days Per YearWith Direct Passability Without Direct Passability
Higher Transport Costs
RESILIENCE OF RURAL INFRASTRUCTURE
Economics, Economic evaluation approach (Con’t)
Different economic cost & benefits of road
with and without maintenance (or project)
Pictures: Road Section from Oraing Ov to Damnak Pring, (11.5km); 25 July 2016
- Different Length
- Different Roughness
- Different Speeds
- Different Traffic
β€’ Benefit Side: It takes into account the possible
benefits to the economy if we have better
disaster risk management, it means all savings
on:
i. Road reconstructions/rehabilitation.
ii. Vehicle operating cost (VOC)@Traffic Volume
iii. Travel time (travel time cost)@Traffic Volume
iv. Expenditure on hospital visits (due to less dust).
RESILIENCE OF RURAL INFRASTRUCTURE
Economics, Economic evaluation approach (Con’t)
RESILIENCE OF RURAL INFRASTRUCTURE
Economics:
III. Traffic Study
Traffic Survey: Due to limit of fund and time the only Moving Observer
Counts method were used to estimate the current traffic volume on
the project roads. The survey were carried out during the field surveys
in July, September, November and December 2016 recording the
levels of non-motorized and motorized traffic and categorised into
four main groups:
(I) Bicycle (BC), (Animal carts is rarely found in Cambodia rural road,
so it is excluded from the survey)
(II) Motorcycles including Motorcycles with a trailer or Tuk Tuk (MC),
(III)Light Vehicles (LV), and
(IV)Heavy Vehicles (including medium and heavy articulated truck).
β€’ Method: In these surveys only traffic traveling in
the opposite direction to the survey vehicle is
recorded. If the survey vehicle is traveling at the
same speed as other vehicles the number of
vehicles encountered in a given time period
indicates the two-way traffic flow in that period
(If speeds are different the numbers recorded can
be adjusted to compensate for this). In the
surveys totals were recorded at approximately 5
km intervals along the roads.
RESILIENCE OF RURAL INFRASTRUCTURE
Economics: Traffic Study (Con’t)
DERIVATION OF BASE TRAFFIC LEVELS
1. Estimates of Base Year Traffic: Annual Average Daily Traffic
(AADT)
β€’ 24 hour adjustment factor (if the count is less than 24
hours).
β€’ Daily Traffic Variation factor.
β€’ Seasonal Variation factor.
2. AADT is converted to Passenger Car Unit (PCU)
Passenger Car Unit Equivalents:
RESILIENCE OF RURAL INFRASTRUCTURE
Economics: Traffic Study (Con’t)
Categories BC MC LV HV
PCU Equivalents 0.3 0.40 1.25 2.50
Source: TA7199 for Preparing the Provincial/Rural Road Asset Management Project.
RESILIENCE OF RURAL INFRASTRUCTURE
Economics: Traffic Data (AADT)
TOTAL
PCU
AADT % AADT % AADT % AADT % AADT %
1 KC1 αžŸαŸ’αž–αžΆ αž“αžŠ αžΎαž˜αžŠαžαŸ… -αž–αŸ’αžšαŸ‚αž€αžαžΆαž“αž„αŸ‹ 23.40 72 6% 1,020 85% 96 8% 12 1% 1200 100% 580
2 KC2 αž–αžΆαž˜αžšαžšαžŠαŸ’αž“ αŸ„αŸ‡-αž–αŸ’αžšαŸ‚αž€αž…αž„αŸ’αž€αŸ’αžšαžΆ αž“ 18.90 162 9% 1,350 75% 270 15% 18 1% 1800 100% 971
3 KC3 αžšαžΉαž„αžšαžαžΆαžœ - αžŠαžαŸ… 27.60 50 10% 400 80% 40 8% 10 2% 500 100% 250
4 KC4 αžšαž’αžΆαž„-ដ αŸ€αž“αž‡αŸ’αžšαŸƒ-αž₯αž“αž‘αžŠαž“αž› 6.10 63 9% 560 80% 70 10% 7 1% 700 100% 348
5 KD1 αžšαžšαž–αžΆαžΆαŸ†αž„αžšαž€αžŸαŸ’αž–αžΆαŸ†αž„-αž•αŸ’αž› ូវ51 5.25 40 8% 400 80% 50 10% 10 2% 500 100% 260
6 KD2 αž•αŸ’αž› ូវ51-αžœαžšαŸ…αžˆαžΌαž€αžšαž€αŸ‚αžΆαŸ† 5.90 10 3% 340 91% 25 7% 0 0% 375 100% 170
7 KD3 αž‡αŸ’αžšαŸƒαž›αžΆαžŸαŸ‹-αž‘αžΆαŸ†αž“αžšαŸ‹αž’αžΆαŸ† 5.60 57 7% 650 80% 81 10% 24 3% 812 100% 438
8 KD4 αž‘αž½αž›αžŸαŸ’αž–αž˜αŸ‰-αŸ‚αžŽαŸ’αžŽαžΆ αžšαŸ‰αžΆ αž™ 10.10 35 7% 425 85% 25 5% 15 3% 500 100% 249
9 KD5 αž‘αž½αž›αž›αžΆαžš-αžšαžšαž–αžΆαžΆαŸ†αž„αžŠαžαžΆαž“ រ 8.93 424 20% 1590 74% 73 3% 58 3% 2145 100% 999
10 KD6 αžšαž›αžΆαžΆαŸ†αž„αž–αŸ’αž€αž“-αžšαž€αžΆαžš 10.95 36 9% 320 80% 40 10% 4 1% 400 100% 199
11 KD7 NR2-αžœαžšαŸ…αžŸαžšαž€αžΆαŸ† 5.40 27 9% 240 80% 30 10% 3 1% 300 100% 149
12 KRT1 αžšαž€ រ-αžŠαŸ„αž›αžΆαžšαŸ‹ 5.00 144 18% 561.6 71% 86 11% 0 0% 792 100% 376
13 KRT2 ធូរឬសសី-αžαŸ’αž˜αž€αžΆαžΆαŸ†αž„ 9.10 29 10% 173 60% 86 30% 0 0% 288 100% 186
14 KRT3 αžŸαž‘ αžΉαž„αžŸαŸ’αž–αžΆ αž™-αžαŸ’αž“αž„αŸ‚αžŸαŸ‹ 7.00 19 5% 327 85% 39 10% 0 0% 385 100% 185
15 KRT4 αžŸαžΆαŸ†αžšαžΌαžš-αž’αžΌαžšαž€αž€αŸ‹ 25.00 103 13% 636 82% 35 4% 0 0% 774 100% 329
16 KRT5 αžαŸ’αž˜αž–αŸ’αžš -αž…αž„αŸ’αž€αŸ’αž„αžΆαž„αŸ‹ 11.00 36 4% 694 85% 58 7% 29 4% 816 100% 432
Total AADT
Kampong Cham
Kandal
Kratie
Road DescriptionProvince
ROAD
ID
No.
Motorcycles
(MC)
Bicycles
(BC)
Road
Length
(km)
Light
Vehilces
Medium &
Heavy
TOTAL
PCU
AADT % AADT % AADT % AADT % AADT %
Total AADT
Road DescriptionProvince
ROAD
ID
No.
Motorcycles
(MC)
Bicycles
(BC)
Road
Length
(km)
Light
Vehilces
Medium &
Heavy
17 SR1 αžŸαŸ’αž–αžΆ αž™αžŠαž…αž€- ដរ αžΎαž› 17.00 167 19% 604 68% 58 7% 62 7% 891 100% 519
18 SR2 αž‘αž½αž›αžšαžŠαž˜αŸ€αžš- αžœαŸ‰αžΆ រ αž·αž“ 8.00 224 25% 412 46% 262 29% 0 0% 898 100% 559
19 SR3 αŸ‚αžŠαŸ‚αž› - សូ αž—αžΈ 12.00 24 8% 240 80% 30 10% 6 2% 300 100% 156
20 SR4 αžαŸ’αž…αžΆ αž™- αžŸαžŸαžšαžŸαŸ… αž˜αž— 11.00 38 6% 518 77% 115 17% 0 0% 671 100% 362
21 SR5 αžŸαŸ’αž–αžΆ αž“αžŠαžαžΆαž“ រ-αŸ‚αžšαž„αžŠαžšαž€αžΆαž˜ 14.00 201 21% 518 55% 216 23% 0 0% 935 100% 538
22 SR6 αžšαžΆαžŸαŸ’αž–αž‘- αžŠαžœαŸ€αž“ 8.00 74 17% 262 58% 112 25% 0 0% 448 100% 266
23 SR7 αžΌαž“αžŠαŸ‚αž„- αžΌαž“αž–αŸ’αž’αž˜ 13.00 74 22% 150 45% 112 33% 0 0% 336 100% 222
24 SR8 Siem Reap (in Town) αž—αžΌαž˜αž·αžšαžšαžΆαŸ†αž„- αžšαžΉαž„ αžΌαž“αžΆαŸ‰ 1.60 38 18% 116 55% 58 27% 0 0% 212 100% 130
25 ST1 αž•αŸ’αž› αžΌαžœαž‡αžΆαžšαž·αžŠαž›αžαŸ’αŸ©-αž’αžΌαžšαž–αŸ’αžšαžšαž› 8.00 24 3% 667 82% 94 12% 30 4% 815 100% 467
26 ST2 αž€αžΆαžΆαŸ†αž„αžŠαž˜αž˜αŸ‰ αž™-αž–αŸ’αžšαžŸαžšαž€αžŸαŸ’αž–αžΆαŸ†αž„ 25.00 18 5% 306 85% 36 10% 0 0% 360 100% 173
27 ST3 αž’αžΌαžšαž–αŸ’αžšαžšαž›-αž€αžΆαžΆαŸ†αž„αž…αžΆαž˜ 26.90 24 10% 211 88% 5 2% 0 0% 240 100% 98
28 ST5 αž•αŸ’αž› αžΌαžœαž‡αžΆαžšαž·αžŠαž›αžαŸ’αŸ§-αžŠαž€αžΆαŸ„αŸ‡αžŸαžΆαŸ†αž–αžΆαž™ 11.00 13 7% 162 90% 5 3% 0 0% 180 100% 75
29 TBK1 αž•αŸ’αžΆαžšαž’αžΌαžšαžΆαŸ†αž„αžͺ- αžΆαŸ†αžŽαŸ’αžŽαž€αŸ‹αžšαŸ‚αžΈαž„ 11.50 299 11% 2246 82% 112 4% 74 3% 2731 100% 1,314
30 TBK2 αž‘αž½αž› រ-αž‘αž½αž›αžƒαŸ’αž› αžΆαŸ†αž„ 4.50 120 8% 1200 80% 150 10% 30 2% 1500 100% 779
31 TBK3 αžšαž€ αž»αž„αžŸαž½ αž„-αžŠαž“αž“ 10.00 275 17% 1186 72% 187 11% 0 0% 1648 100% 791
32 TBK4 αžŠαž–αžΆαž’αž·αžšαžŸ αž»αž€-αžŠαž€αžΆαž„αž€αžΆαž„ 3.50 750 71% 263 25% 37 4% 0 0% 1050 100% 377
33 TBK5 αž–αžΆαž˜αŸƒαžΈαž›αžΆαžΆαŸ†αž„- αž€αžΆαŸ†αžšαžšαž‘αžΈαŸ‘ 5.00 180 12% 1050 70% 225 15% 45 3% 1500 100% 868
34 TBK6 αžšαŸ‚αŸ„αŸ‡αž’αž„αž‚-αžαžΆαžŠαŸ‚αž‰ 14.40 108 3% 2983 88% 211 6% 86 3% 3388 100% 1,704
389.63 3,959 13% 22,780 75% 3,128 10% 523 2% 30,390 100% 15,518
AVG 11.46 116 13% 670 75% 92 10% 15 2% 894 100% 456
Siem Reap
Stung Treng
Tbong Khmum
RESILIENCE OF RURAL INFRASTRUCTURE
Economics: Traffic Data (AADT)
β€’ Cost Side: It takes into account the capital cost and
road maintenance costs
οƒ˜ Capital Cost: Cost for road upgrading (including repair of
embankment, sub-base, base course, protection work, drainage
system, structure works (bridges & culverts), sealing with DBST
or/and concrete, and ancillary works (for traffic safety). There are
additional costs of (i) Design and Supervision, (ii) Mine/UXO
clearance, and (iii) land acquisition and resettlement; will be included
if it’s necessary. It also include maintenance cost over project period.
The financial cost is computed in term of US$ per Kilometer ($/km)
and converted to economic cost as in below table:
*The overall economic costs uses for the evaluation are assumed 90% (Standard
Conversion Factor) of financial cost to allow for taxes included in the financial
costs and shadow pricing for all the traded good and services and domestic
market prices net of the domestic taxes and subsidies for non-traded goods.
RESILIENCE OF RURAL INFRASTRUCTURE
Economics,
Road ID Province
Road
Amount
(USD)
Cost of Upgrading
(USD/km)
Financial Economic
Length
(km)
Width
(m)
KC1 - KC4
Kampong
Cham
76.00 6 14,624,000 197,500 177,750
KD1 - KD7 Kandal 52.13 6 7,682,700 150,000 135,000
KRT1 - KRT5 Kratie 57.10 6 8,864,000 158,000 142,200
SR1 - SR8 Siem Reap 84.60 6 11,880,000 145,000 130,500
ST1 - ST4 Stung Treng 70.90 6 13,092,000 192,500 173,250
TBK1 - TBK6 Tbong Khmum 48.90 6 8,180,000 175,000 157,500
TOTAL 389.63 6 64,322,700
Weighted-Average 172,499 155,249
Estimation of Construction Cost for Road Upgrading
RESILIENCE OF RURAL INFRASTRUCTURE
Economics, Social, Natural Hazards, GIS
RESILIENCE OF RURAL INFRASTRUCTURE
Economics, Social, Natural Hazards, GIS
COST SIDE
With Project
Road Upgrading Cost: 172,499 $/km
Periodic Maintenance Cost: 12,000 $/km every 5 years
Routine Maintenance Cost 1,000 $/km
Design cost: 1,000 $/km
Mine/UXO clearances 4,100 $/km
Land acquisition & resettlement
compensation 20,000 $/km
Without Project
Road Reconstruction Cost: 71,790 $/km
Road Rehabilitation/Repair Cost: 1,200 $/km
Periodic Maintenance Cost: 12,000 $/km every 4 years
Routine Maintenance Cost 1,000 $/km every year
IV. Economic Evaluation Methodology
RESILIENCE OF RURAL INFRASTRUCTURE
Economics, Social, Natural Hazards, GIS
Procedure of Evaluation
Traffic Survey
Computed AADT
Traffic Demand Forecast
Road Upgrading to
DBST
(With Project)
Without Improvement
(Without Project)
Estimation of
Financial Costs
RUC (VOC & TTC) &
Other Saving from DRM
Without Project With Project
Calculation of Net Benefit Calculation of Net Cost
Conversion to
Economic Cost
Economic Evaluation
(EIRR, NPV)
Application of Economic Model
All Road Sections Indicators
EIRR (Economic Internal Rate of Return) (%) 34.2
Net Present Value (US $ million) 101.47
RESILIENCE OF RURAL INFRASTRUCTURE
Economics: Result of Economic Evaluation
Economic analysis covers from 2017-2036 periods as the sections of the
roads were getting completed from 2019 onwards. A full 20 years analysis
has been carried out on the base price year 2016. All costs and benefits
have been discounted at 10% (WB’s Discount Rate for rural road project).
But ADB normally applied to 12% of discount rate.
RESILIENCE OF RURAL INFRASTRUCTURE
Economics: SENSITIVITY ANALYSIS
β€’ Quantitative risk analysis provides a means of estimating the
probability that the project NPV will fall below zero, or that the
project EIRR will fall below the opportunity cost of capital.
β€’ The EIRR was analyzed with respect to changes in the benefit
and cost streams. The tests applied were carried out as the
following manners:
a. Construction costs increased by 20%
b. Vehicle operating costs (VOC) reduced by 20%
c. Construction costs increased by 20% and VOC reduced by 20%
d. Base year traffic reduced by 20%
e. Traffic growth rates reduced by 20%
f. Value of time benefits excluded
g. Benefit from Traffic only (VOC & Time saving), no disaster happen.
h. Costs +70% & Benefit -50%, worst case
i. Costs +100% & Benefit -40%, worst case
RESILIENCE OF RURAL INFRASTRUCTURE
Economics: SENSITIVITY ANALYSIS
Sensitivity Analysis Results
Scenario EIRR (%)
NPV Switching Value
(SV, %)
Sensitivity
Indicator (SI)(US$ million)
Base Case 34.21% 101.47 - -
Costs +20% 29.76% 94.01 -340.05 -0.29
VOC -20% 21.33% 39.13 32.55 3.07
Base traffic - 20% 30.47% 81.54 101.84 0.98
Traffic Growth Rate -20% 33.47% 95.60 345.72 0.29
No time benefits 28.65% 72.36 225.69 0.44
No generate traffic 34.21% 101.47 - -
Costs +20% & VOC-20% 18.04% 31.66 29.07 3.44
Benefit from Traffic only (VOC & Time
saving), no disaster happen
24.54% 52.14 - -
Costs +70% & Benefit -50% 9.67% -1.18 - -
Costs +100% & Benefit -40% 9.96% 0.32 - -
 As the results of sensitivity analysis, even if the worst case which cost is
increased by 20% and VOC is decreased by 20%, the overall project EIRR is
18.04%. This is greater than 10% the discount rate of World Bank for rural
road improvement and greater than 12% of Royal Government of
Cambodia. The test of no case of disaster happen is also calculated (only
savings are from traffic and travel time, it means economic gain from
better transportation), the overall EIRR is still remain 24.54%.
 Therefore, the implementation of the project is economically feasible from
view point of national and regional economy.
 The EIRR will fall below 10% in the cases of:
1. Costs will be increased by 70% (+70%) and Benefit will be reduced by 50% (-
50%), and
2. Cost will be increased by 2 times (+100%), and Benefit will be reduced by
40% (-40%).
Recommendation: As show in the graph below VOC saving generates from
traffic volume is the main economic benefit, so traffic count at least 1 site
per road is required for the Detail Design, and revise of CBA should be
done for baseline of Benefit Monitoring Evaluation (BME). And where the
roads are formed as a transport networks OD survey is recommended.
RESILIENCE OF RURAL INFRASTRUCTURE
Economics: Conclusion
SENSITIVITY ANALYSIS: EIRR
BENEFITS 0% -10% -20% -30% -40% -50%
COST 34.2% 1.0 0.9 0.8 0.7 0.6 0.5
0% 1.0 34.2% 31.4% 28.5% 25.4% 22.1% 18.5%
10% 1.1 31.7% 29.1% 26.3% 23.3% 20.2% 16.8%
20% 1.2 29.5% 27.0% 24.3% 21.5% 18.5% 15.3%
30% 1.3 27.6% 25.2% 22.6% 20.0% 17.1% 13.9%
40% 1.4 25.9% 23.6% 21.1% 18.5% 15.7% 12.7%
50% 1.5 24.3% 22.1% 19.8% 17.3% 14.6% 11.6%
60% 1.6 23.0% 20.8% 18.5% 16.1% 13.5% 10.6%
70% 1.7 21.7% 19.6% 17.4% 15.1% 12.5% 9.67%
80% 1.8 20.6% 18.5% 16.4% 14.1% 11.6% 8.82%
90% 1.9 19.5% 17.5% 15.4% 13.2% 10.7% 8.03%
100% 2.0 18.5% 16.6% 14.6% 12.4% 9.96% 7.29%
0
5
10
15
20
25
30
35
40
2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036
$million
Economic Benefits
Reduced Vehicle Operating Costs Reduced Travel Time (cost)
Improved Health due to less dust Avoided Losses
THANK YOU
Angkor Wat Temple viewed from across the moat
Top viewed from Temple???

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G economics (tharath 20170121)_2nd workshop

  • 1. WB # 1208945: A Feasibility Study and Capacity Development for Strengthening Disaster Risk Management and Rural Resilience in Cambodia RESILIENCE OF RURAL INFRASTRUCTURE 2nd National Stakeholder Consultation Regional Knowledge Sharing Workshop Ministry of Rural Development Phnom Penh, Cambodia 09 February 2017
  • 2. RESILIENCE OF RURAL INFRASTRUCTURE Economics, Social, Natural Hazards, GIS β€’Economic Study β€’Social β€’Natural Hazards GIS CONTENTS
  • 3. RESILIENCE OF RURAL INFRASTRUCTURE Economics, Social, Natural Hazards, GIS ECONOMICS by: Sok Tharath CHREUNG Infrastructure Economist (MA. In Economics, Hiroshima University)
  • 4. I. Introduction Cost and Benefit Analysis (CBA) has been carried out by taking into account the capital cost and road maintenance costs, and the potential level of benefit from disaster risk management (the so-call, the triple dividend of resilience). RESILIENCE OF RURAL INFRASTRUCTURE Economics
  • 5. These items are considered over an evaluation period for 20 years (2017-2036, and the base year is 2016) with costs and benefits discounted and expressed in present value terms. Economic viability can be expressed with a number of indicators incorporating the concept of discounting and two of these have been calculated from the annual cost and benefit streams; are: οƒ˜ Net Present Value (NPV) = $ and οƒ˜ Economic Internal Rate of Return (EIRR) = % RESILIENCE OF RURAL INFRASTRUCTURE Economics, Introduction (Cont’)
  • 6. II. Economic evaluation approach The approach used WB’s approach β€œthe triple dividend of resilience” evaluation methodology for rural road upgrading; that realising development goals through the multiple benefits of disaster risk management. β€œWith Project” and β€œWithout Project” cases are compared. However, from the road infrastructure sector point of view there are only double dividend of resilience haven been considered as in the followings: RESILIENCE OF RURAL INFRASTRUCTURE Economics,
  • 7. Economic evaluation approach (Con’t) The quantified economic benefits, which would be realised from the implementation of the project with disaster risk management, are defined as savings in οƒ˜ Avoided losses; οƒ˜ Generation of Development Co-benefits; nomic Potentials derived from the difference between β€œWith Project” and β€œWithout Project” RESILIENCE OF RURAL INFRASTRUCTURE Economics,
  • 8. RESILIENCE OF RURAL INFRASTRUCTURE Economics, (Data request During 1st workshop)
  • 9. Avoided losses Generation of Development Co-benefits Avoided annual maintenance costs (from flooding) Avoided/Reduced road reconstruction from major disasters Reduced Vehicle Operating Costs Reduced Travel Time Road Length (km) Avg Annual Daily Traffic (AADT) Road Condition (IRI)* Avg Speed (km/hr)* Road closure (days/yr)* Avg wage ($/day) Periodic Maintenance Cost ($/km) Road Reconstruction Cost ($/km) Road Rehab/Repair Cost ($/km) Frequency of major floods Improved Health due to less dust Population (within 2km-corridor) Road Upgrading Cost ($/km) Access to raw material cost variations , as well as availability of labor works Periodic and Routine Maintenance Costs ($/km) BENEFITSCOSTS *for with and without project Vehicle Operating Cost ($/veh-km) Avoided income loss (or extra income gain) from avoided disasters Two Additional cots on (i) Mine/UXO Clearance and (ii) Land Acquisition & Resettlement, if necessary Hospital Visit (day/year)* Design and Construction Supervision Cost Conventional Transport Economics: Traffic Study  RUC Saving (VOC & TTC)
  • 10. Example of two periods during a year of with and without project on the Vehicle Operating Cost Days Per Year Days Per YearWith Direct Passability Without Direct Passability Higher Transport Costs RESILIENCE OF RURAL INFRASTRUCTURE Economics, Economic evaluation approach (Con’t) Different economic cost & benefits of road with and without maintenance (or project) Pictures: Road Section from Oraing Ov to Damnak Pring, (11.5km); 25 July 2016 - Different Length - Different Roughness - Different Speeds - Different Traffic
  • 11. β€’ Benefit Side: It takes into account the possible benefits to the economy if we have better disaster risk management, it means all savings on: i. Road reconstructions/rehabilitation. ii. Vehicle operating cost (VOC)@Traffic Volume iii. Travel time (travel time cost)@Traffic Volume iv. Expenditure on hospital visits (due to less dust). RESILIENCE OF RURAL INFRASTRUCTURE Economics, Economic evaluation approach (Con’t)
  • 12. RESILIENCE OF RURAL INFRASTRUCTURE Economics: III. Traffic Study Traffic Survey: Due to limit of fund and time the only Moving Observer Counts method were used to estimate the current traffic volume on the project roads. The survey were carried out during the field surveys in July, September, November and December 2016 recording the levels of non-motorized and motorized traffic and categorised into four main groups: (I) Bicycle (BC), (Animal carts is rarely found in Cambodia rural road, so it is excluded from the survey) (II) Motorcycles including Motorcycles with a trailer or Tuk Tuk (MC), (III)Light Vehicles (LV), and (IV)Heavy Vehicles (including medium and heavy articulated truck).
  • 13. β€’ Method: In these surveys only traffic traveling in the opposite direction to the survey vehicle is recorded. If the survey vehicle is traveling at the same speed as other vehicles the number of vehicles encountered in a given time period indicates the two-way traffic flow in that period (If speeds are different the numbers recorded can be adjusted to compensate for this). In the surveys totals were recorded at approximately 5 km intervals along the roads. RESILIENCE OF RURAL INFRASTRUCTURE Economics: Traffic Study (Con’t)
  • 14. DERIVATION OF BASE TRAFFIC LEVELS 1. Estimates of Base Year Traffic: Annual Average Daily Traffic (AADT) β€’ 24 hour adjustment factor (if the count is less than 24 hours). β€’ Daily Traffic Variation factor. β€’ Seasonal Variation factor. 2. AADT is converted to Passenger Car Unit (PCU) Passenger Car Unit Equivalents: RESILIENCE OF RURAL INFRASTRUCTURE Economics: Traffic Study (Con’t) Categories BC MC LV HV PCU Equivalents 0.3 0.40 1.25 2.50 Source: TA7199 for Preparing the Provincial/Rural Road Asset Management Project.
  • 15. RESILIENCE OF RURAL INFRASTRUCTURE Economics: Traffic Data (AADT) TOTAL PCU AADT % AADT % AADT % AADT % AADT % 1 KC1 αžŸαŸ’αž–αžΆ αž“αžŠ αžΎαž˜αžŠαžαŸ… -αž–αŸ’αžšαŸ‚αž€αžαžΆαž“αž„αŸ‹ 23.40 72 6% 1,020 85% 96 8% 12 1% 1200 100% 580 2 KC2 αž–αžΆαž˜αžšαžšαžŠαŸ’αž“ αŸ„αŸ‡-αž–αŸ’αžšαŸ‚αž€αž…αž„αŸ’αž€αŸ’αžšαžΆ αž“ 18.90 162 9% 1,350 75% 270 15% 18 1% 1800 100% 971 3 KC3 αžšαžΉαž„αžšαžαžΆαžœ - αžŠαžαŸ… 27.60 50 10% 400 80% 40 8% 10 2% 500 100% 250 4 KC4 αžšαž’αžΆαž„-ដ αŸ€αž“αž‡αŸ’αžšαŸƒ-αž₯αž“αž‘αžŠαž“αž› 6.10 63 9% 560 80% 70 10% 7 1% 700 100% 348 5 KD1 αžšαžšαž–αžΆαžΆαŸ†αž„αžšαž€αžŸαŸ’αž–αžΆαŸ†αž„-αž•αŸ’αž› ូវ51 5.25 40 8% 400 80% 50 10% 10 2% 500 100% 260 6 KD2 αž•αŸ’αž› ូវ51-αžœαžšαŸ…αžˆαžΌαž€αžšαž€αŸ‚αžΆαŸ† 5.90 10 3% 340 91% 25 7% 0 0% 375 100% 170 7 KD3 αž‡αŸ’αžšαŸƒαž›αžΆαžŸαŸ‹-αž‘αžΆαŸ†αž“αžšαŸ‹αž’αžΆαŸ† 5.60 57 7% 650 80% 81 10% 24 3% 812 100% 438 8 KD4 αž‘αž½αž›αžŸαŸ’αž–αž˜αŸ‰-αŸ‚αžŽαŸ’αžŽαžΆ αžšαŸ‰αžΆ αž™ 10.10 35 7% 425 85% 25 5% 15 3% 500 100% 249 9 KD5 αž‘αž½αž›αž›αžΆαžš-αžšαžšαž–αžΆαžΆαŸ†αž„αžŠαžαžΆαž“ រ 8.93 424 20% 1590 74% 73 3% 58 3% 2145 100% 999 10 KD6 αžšαž›αžΆαžΆαŸ†αž„αž–αŸ’αž€αž“-αžšαž€αžΆαžš 10.95 36 9% 320 80% 40 10% 4 1% 400 100% 199 11 KD7 NR2-αžœαžšαŸ…αžŸαžšαž€αžΆαŸ† 5.40 27 9% 240 80% 30 10% 3 1% 300 100% 149 12 KRT1 αžšαž€ រ-αžŠαŸ„αž›αžΆαžšαŸ‹ 5.00 144 18% 561.6 71% 86 11% 0 0% 792 100% 376 13 KRT2 ធូរឬសសី-αžαŸ’αž˜αž€αžΆαžΆαŸ†αž„ 9.10 29 10% 173 60% 86 30% 0 0% 288 100% 186 14 KRT3 αžŸαž‘ αžΉαž„αžŸαŸ’αž–αžΆ αž™-αžαŸ’αž“αž„αŸ‚αžŸαŸ‹ 7.00 19 5% 327 85% 39 10% 0 0% 385 100% 185 15 KRT4 αžŸαžΆαŸ†αžšαžΌαžš-αž’αžΌαžšαž€αž€αŸ‹ 25.00 103 13% 636 82% 35 4% 0 0% 774 100% 329 16 KRT5 αžαŸ’αž˜αž–αŸ’αžš -αž…αž„αŸ’αž€αŸ’αž„αžΆαž„αŸ‹ 11.00 36 4% 694 85% 58 7% 29 4% 816 100% 432 Total AADT Kampong Cham Kandal Kratie Road DescriptionProvince ROAD ID No. Motorcycles (MC) Bicycles (BC) Road Length (km) Light Vehilces Medium & Heavy
  • 16. TOTAL PCU AADT % AADT % AADT % AADT % AADT % Total AADT Road DescriptionProvince ROAD ID No. Motorcycles (MC) Bicycles (BC) Road Length (km) Light Vehilces Medium & Heavy 17 SR1 αžŸαŸ’αž–αžΆ αž™αžŠαž…αž€- ដរ αžΎαž› 17.00 167 19% 604 68% 58 7% 62 7% 891 100% 519 18 SR2 αž‘αž½αž›αžšαžŠαž˜αŸ€αžš- αžœαŸ‰αžΆ រ αž·αž“ 8.00 224 25% 412 46% 262 29% 0 0% 898 100% 559 19 SR3 αŸ‚αžŠαŸ‚αž› - សូ αž—αžΈ 12.00 24 8% 240 80% 30 10% 6 2% 300 100% 156 20 SR4 αžαŸ’αž…αžΆ αž™- αžŸαžŸαžšαžŸαŸ… αž˜αž— 11.00 38 6% 518 77% 115 17% 0 0% 671 100% 362 21 SR5 αžŸαŸ’αž–αžΆ αž“αžŠαžαžΆαž“ រ-αŸ‚αžšαž„αžŠαžšαž€αžΆαž˜ 14.00 201 21% 518 55% 216 23% 0 0% 935 100% 538 22 SR6 αžšαžΆαžŸαŸ’αž–αž‘- αžŠαžœαŸ€αž“ 8.00 74 17% 262 58% 112 25% 0 0% 448 100% 266 23 SR7 αžΌαž“αžŠαŸ‚αž„- αžΌαž“αž–αŸ’αž’αž˜ 13.00 74 22% 150 45% 112 33% 0 0% 336 100% 222 24 SR8 Siem Reap (in Town) αž—αžΌαž˜αž·αžšαžšαžΆαŸ†αž„- αžšαžΉαž„ αžΌαž“αžΆαŸ‰ 1.60 38 18% 116 55% 58 27% 0 0% 212 100% 130 25 ST1 αž•αŸ’αž› αžΌαžœαž‡αžΆαžšαž·αžŠαž›αžαŸ’αŸ©-αž’αžΌαžšαž–αŸ’αžšαžšαž› 8.00 24 3% 667 82% 94 12% 30 4% 815 100% 467 26 ST2 αž€αžΆαžΆαŸ†αž„αžŠαž˜αž˜αŸ‰ αž™-αž–αŸ’αžšαžŸαžšαž€αžŸαŸ’αž–αžΆαŸ†αž„ 25.00 18 5% 306 85% 36 10% 0 0% 360 100% 173 27 ST3 αž’αžΌαžšαž–αŸ’αžšαžšαž›-αž€αžΆαžΆαŸ†αž„αž…αžΆαž˜ 26.90 24 10% 211 88% 5 2% 0 0% 240 100% 98 28 ST5 αž•αŸ’αž› αžΌαžœαž‡αžΆαžšαž·αžŠαž›αžαŸ’αŸ§-αžŠαž€αžΆαŸ„αŸ‡αžŸαžΆαŸ†αž–αžΆαž™ 11.00 13 7% 162 90% 5 3% 0 0% 180 100% 75 29 TBK1 αž•αŸ’αžΆαžšαž’αžΌαžšαžΆαŸ†αž„αžͺ- αžΆαŸ†αžŽαŸ’αžŽαž€αŸ‹αžšαŸ‚αžΈαž„ 11.50 299 11% 2246 82% 112 4% 74 3% 2731 100% 1,314 30 TBK2 αž‘αž½αž› រ-αž‘αž½αž›αžƒαŸ’αž› αžΆαŸ†αž„ 4.50 120 8% 1200 80% 150 10% 30 2% 1500 100% 779 31 TBK3 αžšαž€ αž»αž„αžŸαž½ αž„-αžŠαž“αž“ 10.00 275 17% 1186 72% 187 11% 0 0% 1648 100% 791 32 TBK4 αžŠαž–αžΆαž’αž·αžšαžŸ αž»αž€-αžŠαž€αžΆαž„αž€αžΆαž„ 3.50 750 71% 263 25% 37 4% 0 0% 1050 100% 377 33 TBK5 αž–αžΆαž˜αŸƒαžΈαž›αžΆαžΆαŸ†αž„- αž€αžΆαŸ†αžšαžšαž‘αžΈαŸ‘ 5.00 180 12% 1050 70% 225 15% 45 3% 1500 100% 868 34 TBK6 αžšαŸ‚αŸ„αŸ‡αž’αž„αž‚-αžαžΆαžŠαŸ‚αž‰ 14.40 108 3% 2983 88% 211 6% 86 3% 3388 100% 1,704 389.63 3,959 13% 22,780 75% 3,128 10% 523 2% 30,390 100% 15,518 AVG 11.46 116 13% 670 75% 92 10% 15 2% 894 100% 456 Siem Reap Stung Treng Tbong Khmum RESILIENCE OF RURAL INFRASTRUCTURE Economics: Traffic Data (AADT)
  • 17. β€’ Cost Side: It takes into account the capital cost and road maintenance costs οƒ˜ Capital Cost: Cost for road upgrading (including repair of embankment, sub-base, base course, protection work, drainage system, structure works (bridges & culverts), sealing with DBST or/and concrete, and ancillary works (for traffic safety). There are additional costs of (i) Design and Supervision, (ii) Mine/UXO clearance, and (iii) land acquisition and resettlement; will be included if it’s necessary. It also include maintenance cost over project period. The financial cost is computed in term of US$ per Kilometer ($/km) and converted to economic cost as in below table: *The overall economic costs uses for the evaluation are assumed 90% (Standard Conversion Factor) of financial cost to allow for taxes included in the financial costs and shadow pricing for all the traded good and services and domestic market prices net of the domestic taxes and subsidies for non-traded goods. RESILIENCE OF RURAL INFRASTRUCTURE Economics,
  • 18. Road ID Province Road Amount (USD) Cost of Upgrading (USD/km) Financial Economic Length (km) Width (m) KC1 - KC4 Kampong Cham 76.00 6 14,624,000 197,500 177,750 KD1 - KD7 Kandal 52.13 6 7,682,700 150,000 135,000 KRT1 - KRT5 Kratie 57.10 6 8,864,000 158,000 142,200 SR1 - SR8 Siem Reap 84.60 6 11,880,000 145,000 130,500 ST1 - ST4 Stung Treng 70.90 6 13,092,000 192,500 173,250 TBK1 - TBK6 Tbong Khmum 48.90 6 8,180,000 175,000 157,500 TOTAL 389.63 6 64,322,700 Weighted-Average 172,499 155,249 Estimation of Construction Cost for Road Upgrading RESILIENCE OF RURAL INFRASTRUCTURE Economics, Social, Natural Hazards, GIS
  • 19. RESILIENCE OF RURAL INFRASTRUCTURE Economics, Social, Natural Hazards, GIS COST SIDE With Project Road Upgrading Cost: 172,499 $/km Periodic Maintenance Cost: 12,000 $/km every 5 years Routine Maintenance Cost 1,000 $/km Design cost: 1,000 $/km Mine/UXO clearances 4,100 $/km Land acquisition & resettlement compensation 20,000 $/km Without Project Road Reconstruction Cost: 71,790 $/km Road Rehabilitation/Repair Cost: 1,200 $/km Periodic Maintenance Cost: 12,000 $/km every 4 years Routine Maintenance Cost 1,000 $/km every year
  • 20. IV. Economic Evaluation Methodology RESILIENCE OF RURAL INFRASTRUCTURE Economics, Social, Natural Hazards, GIS
  • 21. Procedure of Evaluation Traffic Survey Computed AADT Traffic Demand Forecast Road Upgrading to DBST (With Project) Without Improvement (Without Project) Estimation of Financial Costs RUC (VOC & TTC) & Other Saving from DRM Without Project With Project Calculation of Net Benefit Calculation of Net Cost Conversion to Economic Cost Economic Evaluation (EIRR, NPV) Application of Economic Model
  • 22. All Road Sections Indicators EIRR (Economic Internal Rate of Return) (%) 34.2 Net Present Value (US $ million) 101.47 RESILIENCE OF RURAL INFRASTRUCTURE Economics: Result of Economic Evaluation Economic analysis covers from 2017-2036 periods as the sections of the roads were getting completed from 2019 onwards. A full 20 years analysis has been carried out on the base price year 2016. All costs and benefits have been discounted at 10% (WB’s Discount Rate for rural road project). But ADB normally applied to 12% of discount rate.
  • 23. RESILIENCE OF RURAL INFRASTRUCTURE Economics: SENSITIVITY ANALYSIS β€’ Quantitative risk analysis provides a means of estimating the probability that the project NPV will fall below zero, or that the project EIRR will fall below the opportunity cost of capital. β€’ The EIRR was analyzed with respect to changes in the benefit and cost streams. The tests applied were carried out as the following manners: a. Construction costs increased by 20% b. Vehicle operating costs (VOC) reduced by 20% c. Construction costs increased by 20% and VOC reduced by 20% d. Base year traffic reduced by 20% e. Traffic growth rates reduced by 20% f. Value of time benefits excluded g. Benefit from Traffic only (VOC & Time saving), no disaster happen. h. Costs +70% & Benefit -50%, worst case i. Costs +100% & Benefit -40%, worst case
  • 24. RESILIENCE OF RURAL INFRASTRUCTURE Economics: SENSITIVITY ANALYSIS Sensitivity Analysis Results Scenario EIRR (%) NPV Switching Value (SV, %) Sensitivity Indicator (SI)(US$ million) Base Case 34.21% 101.47 - - Costs +20% 29.76% 94.01 -340.05 -0.29 VOC -20% 21.33% 39.13 32.55 3.07 Base traffic - 20% 30.47% 81.54 101.84 0.98 Traffic Growth Rate -20% 33.47% 95.60 345.72 0.29 No time benefits 28.65% 72.36 225.69 0.44 No generate traffic 34.21% 101.47 - - Costs +20% & VOC-20% 18.04% 31.66 29.07 3.44 Benefit from Traffic only (VOC & Time saving), no disaster happen 24.54% 52.14 - - Costs +70% & Benefit -50% 9.67% -1.18 - - Costs +100% & Benefit -40% 9.96% 0.32 - -
  • 25.  As the results of sensitivity analysis, even if the worst case which cost is increased by 20% and VOC is decreased by 20%, the overall project EIRR is 18.04%. This is greater than 10% the discount rate of World Bank for rural road improvement and greater than 12% of Royal Government of Cambodia. The test of no case of disaster happen is also calculated (only savings are from traffic and travel time, it means economic gain from better transportation), the overall EIRR is still remain 24.54%.  Therefore, the implementation of the project is economically feasible from view point of national and regional economy.  The EIRR will fall below 10% in the cases of: 1. Costs will be increased by 70% (+70%) and Benefit will be reduced by 50% (- 50%), and 2. Cost will be increased by 2 times (+100%), and Benefit will be reduced by 40% (-40%). Recommendation: As show in the graph below VOC saving generates from traffic volume is the main economic benefit, so traffic count at least 1 site per road is required for the Detail Design, and revise of CBA should be done for baseline of Benefit Monitoring Evaluation (BME). And where the roads are formed as a transport networks OD survey is recommended. RESILIENCE OF RURAL INFRASTRUCTURE Economics: Conclusion
  • 26. SENSITIVITY ANALYSIS: EIRR BENEFITS 0% -10% -20% -30% -40% -50% COST 34.2% 1.0 0.9 0.8 0.7 0.6 0.5 0% 1.0 34.2% 31.4% 28.5% 25.4% 22.1% 18.5% 10% 1.1 31.7% 29.1% 26.3% 23.3% 20.2% 16.8% 20% 1.2 29.5% 27.0% 24.3% 21.5% 18.5% 15.3% 30% 1.3 27.6% 25.2% 22.6% 20.0% 17.1% 13.9% 40% 1.4 25.9% 23.6% 21.1% 18.5% 15.7% 12.7% 50% 1.5 24.3% 22.1% 19.8% 17.3% 14.6% 11.6% 60% 1.6 23.0% 20.8% 18.5% 16.1% 13.5% 10.6% 70% 1.7 21.7% 19.6% 17.4% 15.1% 12.5% 9.67% 80% 1.8 20.6% 18.5% 16.4% 14.1% 11.6% 8.82% 90% 1.9 19.5% 17.5% 15.4% 13.2% 10.7% 8.03% 100% 2.0 18.5% 16.6% 14.6% 12.4% 9.96% 7.29%
  • 27. 0 5 10 15 20 25 30 35 40 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 $million Economic Benefits Reduced Vehicle Operating Costs Reduced Travel Time (cost) Improved Health due to less dust Avoided Losses
  • 28. THANK YOU Angkor Wat Temple viewed from across the moat Top viewed from Temple???