Cost Benefit Analysis – Hybrid Cars Presented by Mukesh Kakkar Jeff Graebner James Lepp Agenda What is Cost Benefit Analysis (CBA) Costs and Benefits Applications of CBA Steps involved Process Flow Hybrids Functioning Consumer opinion Cost & Benefits Benefits are primary positive outcomes or consequences Costs are value of the resources that must be used to develop, implement, and operate the program being analyzed Application of CBA Whether or not project should be undertaken Could the project be viable in future Which among many competing alternatives and projects should be funded given a limited budget. CBA Drill-down tree Cost Benefit Analysis Costs Direct Costs ( resources budgeted) Benefits Indirect Costs (not budgeted) Tangible Benefits Intangible Benefits revenue Positive benefits Personnel Lost time Goodwill Facilities, equipment, and materials litigation Knowledge gained Other Health/Pension benefits Attitude Changed Opportunity Cost Process improvements Benefits to society and environment Negative benefits CBA Process Flowchart Establish Objectives Identify Constraints Identify Assumptions Define Base case Define Alternatives Set Analysis period Define level of effort Estimate benefits and cost relative to base case Evaluate risks Compare net benefits and establish ranks Recommendations Hybrid Vehicles Functioning A hybrid car The car moving has The car braking generates Kinetic energy Chemical energy Electrical energy Stored in petrol Electrical energy From the battery Chemical energy Stored in the battery Opinions- facts or fiction 20 00 -1 20 00 -3 20 01 -1 20 01 -3 20 02 -1 20 02 -3 20 03 -1 20 03 -3 20 04 -1 20 04 -3 20 05 -1 20 05 -3 Gas Price ($) Gas Prices Gas Price 3 2.5 2 1.5 1 0.5 0 Year - Quarter Regressions Moving Average Simple Regression Holt-Winters Multiple Regression (3) Time Series Decomposition ARIMA Multiple Regression Dependent Variable Gas Price Independent Variables Significant Consumer Price Index (CPI) Average number of miles traveled per vehicle 9/11 – dummy variable Hurricane Katrina – dummy variable War in Iraq – dummy variable Quarters – dummy variables Insignificant Total number of hybrids on the road Total number of light vehicles on the road Personal Income Motor Vehicle Output Statistics Audit Trail -- Coefficient Table (Multiple Regression Selected) Series Included Standard Description in Model Coefficient Gas Price Dependent -13.76 1.63 -8.44 Error T-test CPI Yes 0.05 0.01 9.88 Miles Vehicles Traveled Yes 0.00 0.00 6.89 9/11 Yes -0.16 0.04 -3.74 Katrina Yes 0.25 0.07 3.57 Iraq War Yes 6.23 0.92 6.79 Q1 Yes -0.01 0.04 -0.27 Q2 Yes 0.11 0.04 3.00 Q3 Yes 0.04 0.04 1.00 Accuracy Measures Value AIC -73.65 BIC -72.47 Mean Absolute Percentage Error (MAPE) 2.38% R-Square 97.78% Adjusted R-Square 96.60% Overall F-test 82.68 Forecast Gas Price 4.5 4 3.5 3 2.5 2 1.5 1 0.5 Gas Price Forecast of Gas Price Year Gas Price 2006 $2.73 2007 $2.91 2008 $3.19 2009 $3.47 2010 $3.75 Fitted Values Ju l-1 0 Ja n11 Ju l-0 9 Ja n10 Ju l-0 6 Ja n07 Ju l-0 7 Ja n08 Ju l-0 8 Ja n09 Ju l-0 5 Ja n06 Ju l-0 2 Ja n03 Ju l-0 3 Ja n04 Ju l-0 4 Ja n05 Ju l-0 0 Ja n01 Ju l-0 1 Ja n02 0 Vehicles Used in Study Ford Escape Hybrid Ford Escape Honda Accord Hybrid Honda Accord Honda Civic Hybrid Honda Civic EX Lexus 400 Hybrid Lexus RX 330 Toyota Highlander Hybrid Ltd Toyota Highlander Ltd Toyota Prius Toyota Corolla LE Benefits of a Hybrid Savings at the Pump All Hybrids get a better fuel economy than their counterparts Lower Insurance Rates Drop of 5 to 10% Government Assistance Federal Tax credit Coase Theorem Lower Emissions Less Carbon Monoxide adding to Global Warming Self-Powering Engines Take a decentralized approach to environmental pollution No hassle in finding a plug Special Car-Pool Lanes No matter how many people are in the car Costs of a Hybrid General Maintenance and Repair Even though it does have an electric engine it is still needed New Batteries Need to be changed out every 8 to 10 years Higher Depreciation Rate Expected as 1 to 4% higher Higher Initial Cost Between $4,000 and $9,000 Inside the Numbers 5 years Purchase price (Automatic) Honda Civic Hybrid (50) Honda Civic EX (28) Hybrid extra cost or savings $22,400 $18,444 $3,956 Sales tax (7%) 1,568 1,291 $277 Tax credit 2,100 0 $2,100 Fuel cost (5 yrs) 4,468 7,979 $3,511 Insurance (5% savings) 4,670 4,916 $246 Maintenance & repair 4,163 4,163 $0 Financing (3%) 3,568 2,938 $630 56.10% 53.00% 9,832 8,669 Five-year depreciation rate Projected resale price $1,163 with federal tax credits $2,156 w/o federal tax credits $56 Inside the Numbers (Continued) Year Miles Driven Carbon Monoxide Emitted Honda Civic Hybrid Honda Civic EX 50 28 2006 15,000 274,950 5,499 9,820 2007 14,500 265,785 5,316 9,492 2008 14,000 256,620 5,132 9,165 2009 13,500 247,455 4,949 8,838 2010 13,000 238,290 4,766 8,510 25,662 45,825 Total Carbon Monoxide Released The Results Model (mpg) Manufacturer Ford Honda Honda Escape Hybrid (33) Escape (23) Accord Hybrid (28) Accord (25) Civic Hybrid (50) Civic EX (28) Costs/Savings with taxes $3,871.42 4 without taxes $2,450.58 -2 with taxes $3,251.84 -3 without taxes $3,901.84 -4 with taxes $2,156.36 2 $56.36 0 with taxes $4,296.78 -4 without taxes $6,496.78 -6 with taxes $2,953.00 -3 $6,074.62 -6 with taxes $1,493.43 1 without taxes $4,141.38 -4 without taxes Lexus Toyota Toyota RX400h (30) Rx330 (25) Highlander Hybrid Ltd (30) Highlander Ltd (25) Prius (55) Corolla LE (34) Points without taxes The Results (Continued) Carbon Monoxide Saved Model (mpg) Manufacturer Ford Escape Hybrid (33) Accord Hybrid (28) 55,787 Lexus Toyota Toyota 16,905 3 5,499 1 20,163 4 8,554 2 8,554 2 14,409 3 Accord (25) 45,825 Honda Points Escape (23) 38,882 Honda Amount 51,324 Civic Hybrid (50) Civic EX (28) 25,662 45,825 RX400h (30) Rx330 (25) 42,770 51,324 Highlander Hybrid Ltd (30) Highlander Ltd (25) 42,770 51,324 Pirus (55) Corolla LE (34) 23,329 37,738 The Results (Continued) Costs/Savings Manufacturer Model (mpg) Escape Hybrid (33) Escape (23) Accord Hybrid (28) Accord (25) Civic Hybrid (50) Lexus RX400h (30) Toyota Ford Honda Honda Toyota With Tax Without Savings Tax Savings Included Included 9 3 0 -1 Civic EX (28) 8 6 Rx330 (25) 0 -4 Highlander Highlander Hybrid Ltd (30) Ltd (25) 1 -4 Corolla LE (34) 6 3 Pirus (55) Questions "An unsophisticated forecaster uses statistics as a drunken man uses lamp-posts - for support rather than for illumination." —Andrew Lang