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260	  Big	Data	Analytics	for	Connected	Vehicles	and	Smart	Cities	  	  Benefit and Cost Estimation For Smart City Transportation Services	  261


                                         Table 11.27
                          Connected, Involved Citizens and Visitors Benefit Estimate
                    Connected, Involved Citizens
                    Efficiency Benefit
                    Time spent traveling per person per day in hours  1.325
                    Time spent traveling per person per year  344.5
                    Cost of time spent traveling per year  $344,500,000
                    Average value of travel time savings  $13
                    Total cost of time spent traveling per year  $4,306,250,000
                    Assumed reduction                 2%
                    Annual benefits                   $86,125,000




                                         Table 11.28
                              Integrated Electronic Payment Benefit Estimate
                    Integrated Electronic Payment
                    Efficiency Benefit
                    Time spent traveling per person per day in hours  1.325
                    Time spent traveling per person per year in hours  344.5
                    Total time spent traveling per year  344,500,000
                    Average value of travel time savings  $12.50
                    Total cost of time spent traveling per year  $4,306,250,000
                    Assumed reduction                 10%
                    Annual benefits                   $430,625,000



            a reduction in the cost of operation and emissions for private cars and trucks.
            These benefits are derived from better route guidance and decision-quality in-
            formation delivered into the vehicle and using connected vehicle technology to
            implement strategies such as usage-based insurance to achieve an improvement
            in safety. A 5% reduction in both types of accidents and emissions and operat-
            ing cost for vehicles in the smart city.
                 Benefits for the connected, involved citizens and visitors service have been
            estimated based on a 2% reduction in the time spent traveling. It is assumed
            that better information regarding transportation choices can be provided to
            citizens and visitors through the service and that this will lead to a reduction in
            the time spent traveling. There could also be additional benefits in the form of
            a reduction in the cost of travel, but this has not been included in the benefits
            calculation since the cost of travel depends on numerous factors including the
            level of tolls, ticket prices, and parking fees in the smart city.
                 Integrated electronic payment services benefits are derived on an assump-
            tion that 10% of the time spent traveling per person every day can be saved
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