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Alan Eife and Jake Cramer
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What We Did We wanted to see how many people would pick up a recyclable at different locations and see if the environment (Valley Square, Montgomery Mall and Meyer Way Park) had any affect on the number of people who picked up the recyclable. We also tested to see if the type of recyclable (water bottle and can) had any affect on whether people were more inclined to pick up the litter.
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Procedure To do this we placed a recyclable near its respected waste bin and watched pedestrians as they walked by and recorded the gender of the person and whether or not they picked up the recyclable Because of the nature of our data, all of our data was qualitative
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History of Recycling Definition-the processing of used or waste material so that it can be used again, instead of being wasted Recycling is a key component of modern waste reduction or the Three R’s “Reduce, Reuse, Recycle” Recyclable materials include many kinds of glass, paper, metal, plastic, textiles, and electronics Recycling has been a common practice for most of human history, dating as far back as 400 b.c.
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History Back when new materials were scarce, households had less waste, meaning that they recycled waste as new goods Recycling is encouraged even more during wartimes when most resources were focused towards the war First recycling mill in USA was Waste Techniques, built in Conshohocken, Pennsylvania in 1972 FirstEnergy's recycling facility at the Bruce Mansfield Plant in Shippingport, Pennsylvania is the largest in the USA Philadelphia has been rated as the #1 most recycling city in the nation
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Government Involvement National Government oversees national recycling goals and regulations More specific regulation and goals come from a state level Some states ban recyclable goods in landfills Some even offer rewards for recycling bottled goods at 5 cents a can American Recycles Day- November 15 Earth Day- April 22
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Recycling Stats 251 million – tons of trash in the United States 53.4 – percentage of all paper products recycled in the United States 32.5 – percentage of total waste that is recycled in the United States 100 – approximate percentage of increase in total recycling in the United States during the past decade 8,660 – number of curbside recycling programs in the United States in 2006 8,875 – number of curbside recycling programs in the United States in 2003 95 – percentage of energy saved by recycling an aluminum can, compared with manufacturing a new one 4.6 – pounds of trash per person per day in the United States (most in the world) 1.5 – pounds of recycled materials per person per day in the United States
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Valley Square-Bottle
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CHECK State Check 1. Categorical Data 2. Simple Random Sample 3. All expected values greater than or equal to 5 1. Chart Shows 2. Assumed 3. All expected values greater than 5 All Conditions Met, Chi Square Distribution, Chi Square Test for Independence Ho: No association between gender and picking up recyclable Ha: There is an association between gender and picking up recyclable
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Chi-Square Test for Independence (47-47.8)²+ (21-20.2)²+…=.0992 47.8 20.2 P(sdf >.0992|DF=1)=.75277 We fail to reject Ho because P-value of.75277 is > alpha=.05 We have sufficient evidence that there is no association between gender and picking up recyclable
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Valley Square-Can
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CHECK StateCheck 1. Categorical Data 2. Simple Random Sample 3. All expected values greater than or equal to 5 1. Chart Shows 2. Assumed 3. All expected values greater than 5 All Conditions Met, Chi Square Distribution, Chi Square Test for Independence Ho: No association between gender and picking up recyclable Ha: There is an association between gender and picking up recyclable
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Chi-Square Test for Independence (39-44.5)²+ (27-21.5)²+…=4.4227 44.5 21.5 P(sdf >4.4227|DF=1)=.03546 We reject Ho because p-value of.03456 < alpha =.05 We have sufficient evidence that there is no association between gender and picking up a recyclable
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Mall- Bottle
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CHECK State Check 1. Categorical Data 2. Simple Random Sample 3. All expected values greater than or equal to 5 1. Chart Shows 2. Assumed 3. All expected values greater than 5 All Conditions Met, Chi Square Distribution, Chi Square Test for Independence Ho: No association between gender and picking up recyclable Ha: There is an association between gender and picking up recyclable
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Chi Square Test for Independence (61-63.9)²+ (22-19.1)²+…=1.333 63.9 19.1 P(sdf >1.333|DF=1)=.2483 We fail to reject Ho because p-value of.2483> alpha=.05 We have sufficient evidence that there is no association between gender and picking up a recyclable
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Mall- Can
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CHECK State Check 1. Categorical Data 2. Simple Random Sample 3. All expected values greater than or equal to 5 1. Chart Shows 2. Assumed 3. All expected values greater than 5 All Conditions Met, Chi Square Distribution, Chi Square Test for Independence Ho: No association between gender and picking up recyclable Ha: There is an association between gender and picking up recyclable
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Chi Square Test for Independence (62-63.2)²+ (13-11.8)²+…=.3197 63.2 11.8 P(sdf<.3197|DF=1)=.57 We fail to reject Ho because p=value of.57 >alpha=.05 We have sufficient evidence that there is no association between gender and picking up a recyclable
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Park- Bottle
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CHECK State Check 1. Categorical Data 2. Simple Random Sample 3. All expected values greater than or equal to 5 1. Chart Shows 2. Assumed 3. All expected values greater than 5 All Conditions Met, Chi Square Distribution, Chi Square Test for Indepndence Ho: No association between gender and picking up recyclable Ha: There is an association between gender and picking up recyclable
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Chi Square Test for Independence (26-26.7)²+ (19-18.3)²+…=.09205 26.7 18.3 P(sdf<.09205|DF=1)=.76 We fail to reject Ho because p-value of.76> alpha=.05 We have sufficient evidence that there is no association between gender and picking up a recyclable
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Park- Can
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CHECK StateCheck 1. Categorical Data 2. Simple Random Sample 3. All expected values greater than or equal to 5 1. Chart Shows 2. Assumed 3. All expected values greater than 5 All Conditions Met, Chi Square Distribution, Chi Square Test for Independence Ho: No association between gender and picking up recyclable Ha: There is an association between gender and picking up recyclable
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Chi Square Test for Independence (31-28.3)²+ (12-14.7)²+…=1.493 28.3 14.7 P(sdf>1.493|DF=1)=.22 We fail to reject Ho because p-value of.22>alpha=.05 We have sufficient evidence that there is no association between gender and picking up a recyclable
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Sex Vs. Pick-up
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CHECK State Check 1. Categorical Data 2. Simple Random Sample 3. All expected values greater than or equal to 5 1. Chart Shows 2. Assumed 3. All expected values greater than 5 All Conditions Met, Chi Square Distribution, Chi Square Test for Independence Ho: No association between gender and picking up recyclable Ha: There is an association between gender and picking up recyclable
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Chi Square Test for Independence (262-272.1)²+ (245-234.9)²+…=2.861 272.1 234.9 P(sdf>2.861|DF=1)=.091 We fail to rejcect Ho because p-value of.091> alpha=.05 We have sufficient evidence that there is no association between gender and picking up a recyclable
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CHECK State Check 1. 2 Independent Simple Random Sample 2. 1. Assumed 2.252.99 106.00 >10 106.00 >10 254.00 254.00 94.99 >10 94.99 >10 3. More than 3590 bottles and 3490 cans 3.
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2-Proportion Z Test -1.891 2xP(Z<-1.891)=.091 Ho: P M = P W Ha: P M ≠ P W We fail to reject Ho because p-value of.091>alpha=.05 We have sufficient evidence that average recyclables picked up by women is equal to the average recyclables picked up by men
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Conclusion-Gender There is no association between gender and picking up a recyclable No gender is more inclined to pick up recyclables according to our research
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Location Vs. Pick-up
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CHECK StateCheck 1. Categorical Data 2. Simple Random Sample 3. All expected values greater than or equal to 5 1. Chart Shows 2. Assumed 3. All expected values greater than 5 All Conditions Met, Chi Square Distribution, Chi Square Test for Independence Ho: No association between location and picking up recyclable Ha: There is an association between location and picking up recyclable
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Chi Square Test for Independece (227-206.2)²+ (105-118.9)²+…=13.98 206.2 234.9 P(sdf>13.98|DF=2)=.00092 We reject Ho because p-value of.00092< alpha=.05 We have sufficient evidence that there is an association between location and picking up a recyclable
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CHECK StateCheck 1. 2 Independent Simple Random Sample 2. 1. Assumed 2.252.99 106.00 >10 106.00 >10 254.00 254.00 94.99 >10 94.99 >10 3. More than 3590 bottles and 3490 cans 3.
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2 Proportion Z test Ho: P y = P n Ha: P y < P n 3.523 P(Z>3.523)=.00043 We reject Ho because p-value of.00043<alpha=.05 We have sufficient evidence that the average pick ups per location is less than the average walk bys per location
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Conclusion-Location There is an association between location and picking up a recyclable, according to our research The number of picking up a recyclable is less than the number of walk bys of a recyclable
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Type of Recyclable Vs. Pick-up
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CHECK StateCheck 1. Categorical Data 2. Simple Random Sample 3. All expected values greater than or equal to 5 1. Chart Shows 2. Assumed 3. All expected values greater than 5 All Conditions Met, Chi Square Distribution, Chi Square Test for Independence Ho: No association between type of recyclable and picking up recyclable Ha: There is an association between type of recyclable and picking up recyclable
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Chi Square Test for Independence (253-257.1)²+ (254-249.9)²+…=.4628 257.1 249.9 P(sdf>.4628|DF=1)=.5 We fail to reject Ho because p-value of.5> alpha=.05 We have sufficient evidence that there is no association between type of recyclable and picking up a recyclable
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CHECK State Check 1. 2 Independent Simple Random Sample 2. 1. Assumed 2.252.99 106.00 >10 106.00 >10 254.00 254.00 94.99 >10 94.99 >10 3. More than 3590 bottles and 3490 cans 3.
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2 Proportion Z Test Ho: P B = P C Ha: P B ≠ P C -.6803 2xP(Z<-.6803)=.5 We fail to reject Ho because p-value of.05<alpha=.5 We have sufficient evidence that the average number of bottles picked up is equal to the average number of cans picked up
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Conclusion-Type of Recyclable There is no association between the type of recyclable and picking up a recyclable, according to our research The type of litter should not impact whether or not it is picked up The average number of bottles picked up should match the average number of cans picked up
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Application Everyone is encouraged to recycle/ not pollute There is a lot of pollution/litter Some people are conscious about this issue Keep an eye out for litter, pick it up and dispose of it in its correct container
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Sources of Bias/Error People may not have seen the recyclable People may not know what to do with recyclable Not enough data Only surveyed for one day at each place More “green” people may have stayed home due to the weather/vacation People may have their hands full People may think the trash is dirty and not want to get germs
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Personal Opinions We had a lot of data, maybe too much Tough to keep organized and make sure we watched everyone Took the entire first day to enter everything into fathom We had a lot of tests Having only categorical data limited the number of tests we could use Less people recycle than we thought
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Sources of Data/Information http://en.wikipedia.org/wiki/America_Rec ycles_Day#Government_involvement http://en.wikipedia.org/wiki/America_Rec ycles_Day#Government_involvement http://en.wikipedia.org/wiki/America_Rec ycles_Day#Government_involvement http://en.wikipedia.org/wiki/Recycling http://en.wikipedia.org/wiki/Recycling Valley Square Montgomery Mall Meyer Way Park
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Question & Answer
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