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Published byHelen Poole Modified over 9 years ago
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Car Accidents & Cell Phones By:Hongtao Xu Sasha Hochstadt Logan McLeod Heather Samoville Christian Helland Meng Yu
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Objective Why? Recent Legislation Is it Valid? Justifiable? What? To determine a possible correlation between traffic fatalities and cell-phone users How? Collect data of traffic fatalities and cell-phone subscription Setup valid model and find relationship between them
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Initial Hypothesis –Traffic accidents are increasing over time –After the introduction of cell phones traffic accidents will increase at a higher rate
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Gathered Data Estimated # of Cell Phone Subscribers 1985-2002 Traffic Fatalities 1966-2000 # of Registered Vehicles 1966-2000 # of Licensed drivers 1966-2000 Resident Population 1966-2000 Fatality Rate per 100k Registered Vehicles 1966-2000
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Modified Hypothesis Findings: –Fatalities from car accidents are actually decreasing over time –Cell phone subscribers are increasing exponentially over time As fatalities continue to decrease over time, the introduction cell phones will cause them to decrease at a slower rate In order to show this we must compare the periods before and after cell phone use
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Before Cell Phone Use After Cell Phone Use Fatalities as a Function in % Change of Cell Phone Subscribers Year LN(Fatalities) Error
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Before Cell PhoneAfter Cell Phone Annual Motor Vehicle Fatalities per Registered Vehicles
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LN(FATALITY) = 75.5532 - 0.0364069*YEARLN(FATALITY) = 53.4660 - 0.0252678*YEAR Before Cell PhoneAfter Cell Phone Regression Results in time series
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Quantifying the Cell Phone Effect Extrapolate pre-cell phone regression into cell phone regression Calculate expected # of fatalities and % difference from actual Find relationship between % error and # of cell phone subscribers
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Region of Dramatic Deviation from Expected Values.
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Results FATALITY = -1.309 + 0.08443*LOG(CELLPHONE)
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Results
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Conclusions A strong correlation between cell phone subscriptions & fatality rate exists. Our model exhibits a logarithmic relationship. We estimate that since 1991, cell phones have caused more than 40,000 deaths.
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Questions?
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