Economic Analysis Concepts Questions & Decisions (1) • Is the project justified ?- Are benefits greater than costs? • Which is the best investment if we have a set of mutually exclusive alternatives? • If funds are limited, how should different schemes be ranked? • When should the road be built or upgraded? 2 Questions & Decisions (2) • What standard of construction should be used? • What standard and frequency of road maintenance is optimal? • Should staged construction be used? • Are complementary investments required? 3 Appraisal Framework • All appraisals need a framework model for: a) Forecasting changes b) Evaluating those changes 4 or Components of Economic Analysis (1) • Costs and benefits are measured in money terms • Road construction and maintenance costs are compared with estimates of the direct primary benefits going to road users and road agency • Secondary benefits are usually ignored • Economic prices are used in constant terms 5 Components of Economic Analysis (2) • Costs and Benefits are forecast over the planning time horizon (usually between 10 and 20 years) • Future Benefits are valued less as time progresses using the planning discount rate • Costs and Benefits are compared using decision criteria such as NPV, IRR, etc. 6 Economic and Financial Prices The cost to the economy of road rehabilitation and maintenance may differ from the financial cost because of : • taxes and duties • shortage of foreign exchange • under-employment The Government will usually be concerned with ECONOMIC costs. Contractors will usually be concerned with FINANCIAL costs. 7 Use of Economic Prices In an Economic Appraisal we use ECONOMIC (or SHADOW) prices NOT FINANCIAL prices Adjust financial prices as follows: • Exclude all taxes and duties and subsidies • Use the planning discount rate not financial market rate • If overvalued exchange rate then value imports and exports more highly • Use the opportunity cost of labor • Standard Conversion Factors are now widely used for road construction costs 8 Benefits from Road Investment Changes in transport costs occur because of : • Lower road roughness • Shorter trip distance • Faster speeds • Reduced chance of impassability • Reduced traffickability problems • Change in mode 9 Project Costs • Management (including design and supervision) • Labor • Equipment • Materials • Land, Resettlement, Environment 10 Primary Effects (1) • Reduced vehicle operating costs (VOC) fuel and lubricants • vehicle maintenance • depreciation and interest • Tire wear • Crew time • overheads Reduced journey time • drivers, passengers and goods • • 11 Primary Effects (2) • Changes in road maintenance costs • Changes in accident rates • Increased travel • Environmental effects • Change in value of goods moved 12 Secondary Effects • Changes in agricultural output • Changes in services • Changes in industrial output • Changes in consumers behavior • Changes in land values • Changes in income 13 Consumers’ Surplus Approach • Captures primary benefits • Advantages: Simple, cost based, traffic • approach dependent on predicting changes in traffic Disadvantages: May not address critical factors promoting either rural development or social access 14 Normal and Generated Traffic Benefits Total Benefits Transport cost savings to Normal traffic and growth = Cost + Additional benefits to Generated traffic C1 C2 Demand Curve (Price Elasticity of Demand) T1 Normal T2 Generated 15 Traffic Generated Traffic Benefits Traffic induced by the road investment are traditionally valued at: Half the difference in transport costs Hence total generated transport cost benefits = Generated Traffic Volume x Change in Transport Costs per km x Distance x 1/2 16 Producers’ Surplus Approach • • • • Captures secondary benefits Advantages: Draws attention to changes in agricultural output (key economic activity in rural areas) Disadvantages: No reliable way of predicting response - impact studies give widely different answers - it could be based on agricultural supply price elasticities but this is almost never done; it requires very careful examination to use. For most projects benefits are just invented ! 17 Producers’ Surplus Price & Costs per Unit of Output Increased Farmgate Price P2 P1 Lower Input Costs Output O1 18 O2 Coverage and Double Counting • Any economic analysis should be designed • • to give maximum coverage of benefits But we must avoid double counting. Do not add primary and secondary benefits (e.g. changes in land values added to changes in transport costs) In a competitive economy the consumers’ surplus approach (used in HDM) should be adequate 19 Economic Comparisons • Economic analysis involves a comparison of “With” and “Without” project cases • Forecasts are made of traffic, road condition, VOC and road maintenance effects for BOTH scenarios • An unrealistic “Without” case (i.e. with little maintenance) can give a false result • A range of “With investment” cases should be analyzed to find the best solution 20 Traffic Categories • Normal traffic: Existing traffic and growth that would occur on road, with and without the investment • Diverted traffic: Traffic diverted from another road with same origin and destination to as the project road as a result of the investment • Generated traffic: Traffic associated with existing users of the road driving more frequently or driving further than before • Induced traffic: Traffic attracted to the project road due to increased economic activity in the road’s zone of influence brought about by the project 21 Benefits from Road Investment Transport cost savings for existing (or normal) traffic = Normal Traffic Volume x Change in Transport Costs per km x Distance Main changes in cost from: a) change in transport MODE b) reduced journey TIME c) reduced VOCs 22 Benefits of Upgrading to a Motorable Track Headloading C1 Track Costs Improved road C2 C3 T1 Traffic 23 T2 T3 Cost Effectiveness Against Standard of Road Marginal productivity 95% of year, access established 99% of year, access established Maintenance for roughness reduction 0 Maintenance expenditure $/km 24 Development Benefits Development benefits arise from a combination of increased traffic and reduced transport costs. Benefits may also include : • Increased agricultural production • Increased service provision • Increased industrial activity 25 Estimating Benefits Normal traffic benefits: tripsN * d1 * (VOC1- VOC2) Diverted traffic benefits: tripsD * ((d1 * VOC1)-(d2*VOC2)) Generated and Induced traffic benefits: tripsG * d2 * (VOC1- VOC2)/2 d1 = existing road length d2 new road length VOC1 = vehicle operating costs per km “without” investment VOC2 = vehicle operating costs per km “with” investment VOC data relates to each road section and its condition at the time 26 Economic Decision Criteria (1) • Net Present Value NPV = (B1- C1)/(1 + r) + (B2- C2)/ (1 + r)2 + …+ (Bn- Cn)/(1 + r )n • Internal Rate of Return To calculate IRR, solve for r, such that NPV = 0 B1, B2…Bn = Benefits in years 1, 2 … n C1, C2…Cn = Costs in years 1, 2 …. n r = Planning discount rate n = Planning time horizon 27 Economic Decision Criteria (2) • Net Present Value/ Investment Cost NPV/ C = NPV/Ci • First Year Rate of Return FYRR = (B1- C1) / Ci B1 , C1 = Benefits and Costs in year 1 after construction Ci = Road investment costs • Payback Period 28 Economic Decision Criteria (3) NPV IRR3 NPV/C FYRR Project economic validity V.Good V.Good V.Good Poor Mutually exclusive projects V.Good Poor Good Poor Project timing Fair Poor Poor Good Project screening 1 Poor V.Good Good Poor Under budget constraint 2 Fair Poor V.Good Poor Notes: 1. check for robustness to changes in key variables (sensitivity analysis) 2. with incremental analysis 3. IRR may be indeterminate with NONE or MANY solutions. 29 Present Value Calculation Period Flow 0 1 2 3 4 5 6 7 A0 PV(A0) = A0 A5 PV(A5) = A5 / (1 + i ) ^ 5 PV(Aj) = Aj / (1+ i ) ^ j PV(Aj) = Present Value of Aj Aj = Amount at year j i = Discount rate j = Year 30 Present Value at 12.0% Discount Rate in Year 1 = Year 2 Year 3 Year 4 Year 5 = Year 6 Year 7 Year 8 Year 9 Year 1 0 = 1.00 in Year 1 0.89 0.80 0.71 0.64 in Year 1 0.57 0.51 0.45 0.40 0.36 in Year 1 1.00 in Year 15 = 0.20 in Year 1 1.00 in Year 20 = 0.12 1.00 in 1.00 in 1.00 31 in Year 1 Discount Rate • • • The discount rate is opportunity cost of capital in the public sector, ie the rate of return on marginal public sector investments The discount rate to be used will be given by the planning authority responsible for the project The World Bank traditionally has not calculated a discount rate for each project but has used 10 to 15 percent as a notional opportunity cost of capital in developing countries 32 Discount Rate Versus Interest Rate US discount rate around 4% 33 NPV and IRR • The Net Present Value (NPV) of a project alternative relative to the without project alternative is the sum of the discounted annual net benefits. • The Internal Rate of Return (IRR) is the discount rate at which the NPV is zero. 34 NPV Decision Rule 1. If the NPV is positive, for the chosen discount rate, then the alternative is acceptable. 2. If the NPV is negative, for the chosen discount rate, then the alternative is unacceptable. 3. If the NPV is zero, for the chosen discount rate, then the alternative is indifferent to the without project alternative. 35 NPV and IRR Calculation (1) Discount Rate (i) 12.0% Investments Profits or or Year Costs Benefits a b c Discount Rate (i) Present Net Value Benefits Factor d = c-b e = 1/(1+i)^a Present Value f = d*e -10000 5804 2392 2135 3178 0 1 2 3 4 10000 0 0 0 0 0 6500 3000 3000 5000 -10000 6500 3000 3000 5000 Total 10000 17500 7500 1.0000 0.8929 0.7972 0.7118 0.6355 3508 NPV = 3508 IRR = 29.3% 36 0.0% 3.0% 6.0% 9.0% 12.0% 15.0% 18.0% 21.0% 24.0% 27.0% 30.0% 33.0% 36.0% 39.0% 42.0% 45.0% 48.0% Net Present Present 7500 6326 5281 4347 3508 2752 2068 1447 881 365 -109 -544 -944 -1315 -1657 -1975 -2271 NPV and IRR Calculation (2) 8000 NPV at 12% Discount Rate Net Present Value (M$) 6000 4000 Internal Rate of Return 2000 0 0.0% 10.0% 20.0% 30.0% -2000 -4000 Discount Rate (%) 37 40.0% 50.0% 60.0% NPV Versus IRR 10000 Net Present Value (M$) 8000 NPV at 12% Discount Rate 6000 4000 Internal Rate of Return 2000 0 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% -2000 -4000 Discount Rate (%) - The IRR and NPV will not necessarily rank the alternatives by the same order 38 - Always use NPV to compare project alternatives Multiples Rates of Return Year 0 1 2 NPV at 12% IRR #1 IRR #2 Net Benefits -500 1150 -660 0.64 10% 20% Multiple Rates of Return 2.00 0.00 Discount Rate 0% 2% 4% 6% 8% 10% 12% 14% 16% 18% 20% 22% 24% 26% 28% 30% NPV -10.0 -6.9 -4.4 -2.5 -1.0 -0.0 0.6 0.9 0.9 0.6 0.0 -0.8 -1.8 -3.0 -4.4 -5.9 Net Present Value (M$) 0% 5% 10% 15% 20% -2.00 -4.00 -6.00 -8.00 -10.00 -12.00 Discount Rate (%) 39 25% 30% 35% No Rate of Return Year 0 1 2 NPV at 12% IRR Net Benefits 200 300 350 747 #NUM! No Rate of Return 900 800 Discount Rate 0% 2% 4% 6% 8% 10% 12% 14% 16% 18% 20% 22% 24% 26% 28% 30% NPV 850.0 830.5 812.1 794.5 777.8 762.0 746.9 732.5 718.7 705.6 693.1 681.1 669.6 658.6 648.0 637.9 Net Present Value (M$) 700 600 500 400 300 200 100 0 0% 5% 10% 15% 20% Discount Rate (%) 40 25% 30% 35% Same Rate of Return Net Benefits Project Project Year 1 2 0 -1000 1000 1 1250 -1250 NPV at 12% 116 -116 IRR (%) 25% 25% Same Rate of Return 300 Project 1 238 214 190 168 147 126 106 87 68 50 33 16 0 -16 -31 -46 Project 2 -238 -214 -190 -168 -147 -126 -106 -87 -68 -50 -33 -16 0 16 31 46 Net Present Value (M$) 200 Discount Rate 1% 3% 5% 7% 9% 11% 13% 15% 17% 19% 21% 23% 25% 27% 29% 31% 100 0 0% 5% 10% 15% 20% 25% -100 -200 -300 Discount Rate (%) Project 1 41 Project 2 30% 35% Incremental Rate of Return Alternative A - Base Investments Profits or or Year Costs Benefits 0 1 8 0 0 16 Alternative B - Base Investments Profits or or Year Costs Benefits 0 1 100 0 0 120 Alternative B - Alternative A Investments Profits or or Year Costs Benefits 0 1 92 0 0 104 Net Benefits -8 16 Net Benefits -100 120 Net Benefits -92 104 42 Present Value Factor 1.00 0.89 Present Value Factor 1.0000 0.8929 Present Value Factor 1.0000 0.8929 Present Value NPV = 6.3 -8.0 IRR = 100.0% 14.3 MIRR = 100.0% B/C = 1.79 Present Value NPV = -100.0 IRR = 107.1 MIRR = B/C = 7.1 20% 20% 1.07 Present Value NPV = -92 IRR = 93 MIRR = B/C = 0.86 13% 13% 1.01 IRR Reinvestment Assumption IRR IMPLICIT ASSUMPTION: ALL CASH FLOW VALUES WILL EARN THE IRR INTEREST RATE Discount Rate (i) 12.0% Investments Profits or or Net Year Costs Benefits Benefits a b c d = c-b 0 1 2 3 4 10000 0 0 0 0 0 -10000 6500 6500 3000 3000 3000 3000 5000 5000 NPV= Future Value in Year 4 If You Receive and Invest at 29.3% Interest If You Invest at 29.3% Interest 10000 12929 16715 21611 27940 = 6500 8404 10865 14047 3000 3879 5015 3000 3879 3508 Total 27940 IRR= 29.3% 43 5000 Modified Internal Rate of Return Modified Internal Rate of Return Calculation Financing Rate (i) 12.0% Year a 0 1 2 3 4 Net Benefits d = c-b -10000 6500 3000 3000 5000 TOTAL 7500 NPV = IRR = 3508 29.3% MIRR = 20.7% Costs 10000 0 0 0 0 Reinvestment Rate (i) 12.0% Present Value of Costs at Year 0 Benefits 10000 0 0 0 0 10000 0 6500 3000 3000 5000 Future Value of Benefits at Year 4 0 9132 3763 3360 5000 Modified Cash Flow -10000 0 0 0 21255 21255 3508 20.7% 44 Benefits X Cost 120 100 Alternative B Benefits 80 60 40 20 Alternative A 0 0 20 40 60 Costs 45 80 100 120 Net Benefits X Costs (Efficiency Frontier) 8 7 Alternative B Net Benefits (NPV) 6 5 Alternative A 4 3 2 1 0 0 20 40 60 Costs 46 80 100 120 Comparison of Alternatives • When comparing project-alternatives, • the Net Present Value (NPV) is used to select the optimal project-alternative (alternative with highest NPV) The Internal Rate of Return (IRR) or the B/C ratio are not recommended to compare alternatives of a given project Alternatives NPV Project 0.0 3.7 6.7 5.5 Optimal Alternative: Highest NPV 47 Ranking Projects • When comparing the economic priority of different projects, a recommended economic indicator is the NPV per Investment ratio Selected Alternative Projects NPV/Investment Overlay 8.4 Reseal 5.2 Overlay 2.1 48 P R I O R I T Y Budget Constraints Simple Methodology Projects Selected NPV Alternative Available Budget Investment NPV per Investment Overlay 16.8 2.0 8.4 Reseal 15.6 3.0 5.2 Overlay 20.0 5.0 4.0 Reseal 3.0 2.0 1.5 Budget Constraint Cut Off Overlay 5.0 49 10.0 0.5 P R I O R I T Y Budget Constraints Optimization Projects Alternatives NPV 0.0 3.7 6.7 5.5 Evaluates all possible combinations of projectalternatives to find the combination that maximizes the NPV of the overall network for the given budget constraint. 0.0 2.0 1.0 3.5 Available Budget P = Number of projects A = Number of alternatives C = Number of possible combinations 0.0 5.4 2.1 3.2 C =A^P 50 HDM-4 Optimization Example (1) Section 1 Option Cost NPV 2 5 7 4 7 8 Cost 1 3 5 NPV A B C Section 2 Option A B C 3 6 8 What is the recommended program for a budget of 5? 51 HDM-4 Optimization Example (2) dNPV/dCost 52 HDM-4 Optimization Example (3) Combination of project alternatives that maximizes the NPV of the network 53 Appraisals & Post Evaluations (1) • An Appraisal is carried out before an • investment is made. Everything is uncertain. A Post evaluation may be made say 5 years after the investment. The investment is known and 5yrs of with case are known. The without case is unknown as is the remainder of the with case. 54 Appraisals & Post Evaluations (2) • In Both Cases forecasting and • evaluation models are required to come to an answer. Hence we can never be certain about the viability of an investment ! 55 Sensitivity Analysis • Consequences of changes on inputs • Investment Costs (e.g. +15%) • Traffic Growth Rate (e.g. = zero) • Generate Traffic (e.g. = zero) • Value of Time (e.g. = zero) • A = Investment Costs Increase (e.g. +15%) • B = Road User Benefits Decrease (e.g. • 15%) C = A and B together 56 Switching Values Analysis • Inputs that yield a NPV equal to zero • Investments Costs • Normal Traffic • Traffic Growth Rate • Generate Traffic • Investment Cost • Road User Benefits 57 Risk Analysis •Inputs vary at the same time following some defined distributions Normal Traffic 35% Frequency Distribution 30% 25% 20% 15% 10% 5% Country Project Road Option Africa Region Road Management Initiative Road from Point A to Point B 2 Upgrade to ST Internal Rate of Return Upgrade Road to Surface Treatment Standard Minimum Maximum Average Standard Deviation Median Percentile Percentile Percentile 25% 50% 75% 4.2% 22.7% 11.9% 3.5% 11.7% 9.4% 11.7% 14.1% Probability that IRR is less than Probability that IRR is greater than 12% 12% 50% 50% 1.96 1.88 1.81 1.73 1.65 1.58 1.50 1.42 1.35 1.27 1.19 1.12 1.04 0.96 0.88 0.81 0.73 0.65 0.58 0.50 0% Upgrade Road to Surface Treatment Standard Multiplier Factor 8% 58 Internal Rate of Return 24.5% 23.5% 22.4% 21.4% 20.4% 19.4% 18.3% 17.3% 16.3% 1.96 1.88 1.81 1.73 1.65 1.58 1.50 1.42 1.35 1.27 1.19 1.04 0.96 0.88 0.81 0.73 0.65 0.58 1.12 Multiplier Factor 15.3% 0% 0% 14.2% 2% 13.2% 1% 5.0% 4% 12.2% 2% 11.2% 6% 3% 9.1% 8% 4% 10.1% 10% 0.50 Frequency Distribution 12% 5% 8.1% 14% 6% 7.1% Project Investment Costs 6.0% Frequency Distribution 7% Rural Transport Infrastructure Farm Typical Transport Infrastructure Typical Traffic Household/ Sub-village Village Market Center District Headquarters Regional Headquarters Capital/ Port Path Path/Track Track/ Earth Road Earth Road/ Gravel Road 1-2 lane Gravel / ST Road 2 lane AC** Road Porterage NMT 0-5VPD 1-10 km NMT 5-50VPD 5-20 km NMT 20-200VPD 10-50 km >100VPD >1500VPD 20-100 km 50-200 km 1-5Tkm Share of Asset Value 40% 20% 0% Share of Network Length 40% 20% 0% O Community Local Government Responsability Type of Network Provincial/Central Government Rural Transport Infrastructure “Tracks” Trunk or Provincial Road “Roads” 59 “Highways” Rural Transport Infrastructure Rural Transport Infrastructure Road Network Tertiary Functional Classification Responsibility Community Primary, Secondary and Municipal Roads Secondary Primary Access Collector Arterial Local Government Regional & National Municipal % of Road Network Physical Characteristics Traffic Characteristics N.A. +- 70% +- 10% +- 10% 1 to 2 earth or gravel 1.5 to 2 gravel or paved tracks lanes lanes 2 or more paved lanes Normally sections with Normally sections with Normally sections with Normally sections with 1 to 5 kms 5 to 20 kms 20 to 100 kms 50 to 200 kms Mostly NMT < 50 AADT + NMT 50-500 AADT > 500 AADT Economic Evaluation No No Yes Yes Social Evaluation Yes Yes Complimentary No Financial Evaluation Technical Evaluation No No No Yes No Yes Tolls Yes Environmental Evaluation No Yes Yes Yes Safety Evaluation No Yes Yes Yes Focus on social evaluation (cost effectiveness indices, community priorities and multi-criteria analysis) 60 Social Benefits: Why the Concern ? • • • • • • • There is unease with conventional appraisal based primarily on transport cost savings to traffic There is a strong desire at community and national levels for better access and mobility which is frequently not matched by standard measured economic benefits The ‘rich’ world governments subsidise rural transport. Should the same happen for developing countries ? Isolation is a recognised characteristic of poverty There is a feeling that a minimum degree of access and mobility is a ‘basic human right’ Development has moved away from a narrow definition of economic development towards concern with ‘livelihoods’ and meeting ‘Millennium Development Goals’ The issue is particularly important when roads are impassable to motor traffic 61 Economic & Social Benefits • Consumers and producers surplus approaches are very economic in orientation. Yet roads provide ‘social benefits’ – including improved access to health and education facilities and improved social mobility that cannot be easily translated into conventional economic benefits. – Although they may have important long term ‘economic’ consequences. Improved health and education and more secure social networks increase long term earning capabilities but so far the economic forecasting framework does not include this. • When roads are impassable to motorized traffic we know that the quality of health care and schooling falls. Drug supply and supervision drops. Likewise no NGO, government agency or commercial enterprise will establish or support a service which cannot guarantee all year round access. 62 Indices and Ranking • Widely used for feeder road planning; there are many different approaches e.g. i) cost of improvement / population ii) estimated trips / cost Advantages: Speed , simplicity, transparency, many factors can be incorporated Disadvantages: How do we value widely different factors ? (adding up apples and pears); weightings are not stable ; cannot easily address questions of road standards, timing etc, ; possible double counting 63 Example of Two Indices i) Andhra Pradesh (India) cost effectiveness = cost of upgrading/ population served But – no measure of condition change and no importance to traffic ii) Airey & Taylor 1st for impassable roads rank = cost per head of establishing basic access 2nd when access is there: prioritization index estimated trips x access change = -------------------------------------------rehabilitation cost per km 64 Community Priorities • • • Community priorities now often form an important part of feeder road appraisal. It is possible just to ask communities to rank the investments they prefer- both within the road sector or between roads and other investments. Advantages: Community acceptability, use of community knowledge Disadvantages: Sectional interest groups may dominate voting, community knowledge of area or road impact may be poor 65 Cost Effectiveness Analysis (CEA) • • • Compares the cost of interventions with its predicted impacts and it is used where the benefits cannot be measured in monetary terms, or where the measurement is difficult It includes provisions that (a) the objectives of the intervention are indicated and are clearly part of a ampler program of objectives (such as reduction of the poverty); and (b) the intervention represents the smaller cost alternative of obtaining the indicated objectives It produces effectiveness indicators, such as Total Beneficiary Population per Investment or Investment per Beneficiary Population 66 CEA Comparison of Alternatives • • To compare project-alternatives, the investment cost is used to select the optimal alternative The selected alternative is the one with the lowest investment cost that will achieve the objective of the program Project Alternatives Investment 2.0 Optimal Alternative: 3.7 Lower Investment 1.7 5.5 67 Projects Eligibility with CEA • To assess if a project is eligible, an acceptable effectiveness indicator threshold is defined Investment per Population (U$/person) Projects 50 Effectiveness Indicator Threshold Example Eligible 150 Not Eligible 500 68 Effectiveness Indicator Threshold ? 40 Reasonable Non Reasonable 35 ? Evaluate Universe of Projects and Available Budget 25 20 15 10 5 Investment per Population (US$/person) 69 0 95 0 90 0 85 0 80 0 75 0 70 0 65 0 60 0 55 0 50 0 45 0 40 0 35 0 30 0 25 0 20 0 15 10 0 0 0 50 Frequency of Projects 30 Possible CEA Indicators • • • • Investment Cost per Total Beneficiary Population 100 US$ per person Total Beneficiary Population per Investment Cost 0.01 persons per US$ Total Beneficiary Population per Investment Cost in thousands of dollars 10 persons per 1,000 US$ Etc. 70 Options for Beneficiary Population • Rural beneficiary population o Effectiveness = (rural beneficiary population) / Investment • Poor beneficiary population o Effectiveness = (poor beneficiary population) / Investment • Mixed beneficiary population o Effectiveness = (poor persons + 0.3 non poor persons) / Investment • Etc. 71 Total Beneficiary Population (1) Total Beneficiary Population = Directly Benefited Population + Indirectly Benefited Population • • The Directly Benefited Population is the one that lives next on the road, defined for example to 2.0 km at each side of the road, and the population in the ends of the road, depending on its characteristics and the use of the road The Indirectly Benefited Population is the population that lives in other roads near the road in consideration, who use the project road to arrive at the main population center of the region or at a main road 72 Total Beneficiary Population (2) Main D Population Center B C E F A Village For example, for the road section B-C: Directly Benefited Population = Population along section B-C plus on towns B and C Indirectly Benefited Population = Population along section A-B plus on town A 73 Multi Criteria Analysis (MCA) (1) • • • It adopts criteria such as traffic, proximity to educative, health, and economic centers, etc. To each section, a number of the points is assigned to each criteria that correspond to the fulfillment of the criteria The added number of the points that each section receives is computed simply adding the points assigned for each criteria, or with the use of a more complex formula, for example, weighting the criteria by their perceived importance 74 Multi Criteria Analysis (2) • • • • It produces a priority indicator The indicators used in a MCA reflect implicit economic and subjective evaluations If the weights and the points are decided and assigned on a participative way, the MCA has the potential to be a good participative method for planning based on implicit a socioeconomic estimates Nevertheless, it tends to be applied by planning consultants or in isolation without the consultation with the users and communities affected by the project 75 Multi Criteria Analysis (3) • • The result of the MCA, is often, unfortunately, not transparent, specially if many factors are considered and a complicated formula is also applied Therefore, if it is adopted, this method must be used very carefully and to be maintained simple, transparent, and participative 76 Multi Criteria Analysis Example (1) • • • • • • • Level of poverty of the influence area (Low, Medium, High) Potential for economic development of the influence area (Low, Medium, High) Importance of the road given by local consultation process (Low, Medium, High) Provision of access of social services of the road (Low, Medium, High) Problems of transitability of the road (Low, Medium, High) Functional classification level of the road (Low, Medium, High) Existence of public transport (Low, Medium, High) 77 Multi Criteria Analysis Example (2) Population Beneficiary Population per km 9,889 520 1,237 564 344 503 Agricultural Area Poverty Factor 1.00 0.05 0.13 0.06 0.03 0.05 Poverty Percent 99% 99% 99% 97% 97% 97% Factor 1.00 1.00 1.00 0.98 0.98 0.98 Percent of Area of Influence Traffic Daily Traffic (AADT) Factor 0% 0% 0% 14% 36% 18% Priority Index Functional Location on Basic Classification Network 0.25 0.64 0.32 20 20 15 80 15 35 Factor 0.25 0.25 0.19 1.00 0.19 0.44 A=4 B=3 C=2 D=1 1 2 2 3 3 3 Factor 0.33 0.67 0.67 1.00 1.00 1.00 ity Index Health Centers Yes = 1 No = 0 0 0 0 0 0 0 Factor - Public Transport Schools Yes = 1 No = 0 0 0 0 1 1 1 Factor Yes = 1 No = 0 1.00 1.00 1.00 Factor = Value / Maximum Value 1 1 1 1 1 1 Factor 1.00 1.00 1.00 1.00 1.00 1.00 78 Environment Feasibility Yes = 1 No = 0 1 1 1 1 1 1 Factor 1.00 1.00 1.00 1.00 1.00 1.00 Priority Index 5.6 5.0 5.0 7.3 6.8 6.8 Yes = 1 No = 0 1 1 1 1 1 1 Factor 1.00 1.00 1.00 1.00 1.00 1.00 H