Disadvantages – This can cause clumping with all the sites in one part of the area,
- The same site could have been chosen twice by random numbers
Stratified sampling
-This is used when the area that is to be sampled is made up of two or more groups takes into account the amount in each group.
-A sample from each group is taken and the actual sites are chosen randomly.
E.g. - A car park containing 20 blue cars and 30 red cars (separated from each other)
For 10 samples, take 4 blue cars in the car park and 6 of the red cars.
Random numbers:
1, 9 5, 5 7, 6
2, 7 6, 2 8, 4
1, 2 9, 0 3, 8
Systematic Sampling
These sites are selected regularly across the area or along a transect.
- Quadrat every 5 metres across the area
- Quadrat every 10 metres across a transect
Advantages -Whole area is evenly sampled
-Prevents personal preference affecting result
Disadvantages -If area already has a natural pattern, the sampling may fit in with this and the bias results.
E.g. Trees planted in rows
The data collection method used was systematic sampling. This was the right choice, as every single point in Walsall could not be studied practically. The sample should give an accurate interpretation of the results that could be found all over Walsall’s Central Business District. Walsall has irregular layout to its CBD therefore having the area evenly sampled was the right thing to do.
The Data Collection
The data collection was done with the whole teaching set. There were groups of 3-4 people in and there were 7 areas in total. The seven areas are shown on the maps wit the EIV’s plotted. Each group investigated the environmental quality of an area. After my group investigated the environmental quality of the area and plotted the EIV (Environmental Index Value) correctly EIV from all the other groups had been collected.
Primary Data – Area 7 – Environmental quality assessment sheet filled in to calculate EIV more easily.
Secondary Data – EIV’s from all the other groups on map
On the maps there are 100m gridlines and these were used to help allocate the survey points. At the border the view inside the area is taken into account from the middle of the road, we did not stand in the middle of the road for safety reasons. At times there could be buildings and closed off areas where the survey point could not be used, for that reason the nearest available point is used.
A numerical figure is used to assess the environmental quality, as that is more suitable in producing a better analysis with graphs and results tables. The following is taken into account when producing each EIV:
- Traffic
- CCTV/Security
- Noise
- Litter and chewing gum splats
- On street Parking
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Graffiti
- Litter bins
Then a table is filled in – Environmental Quality assessment result sheet. The environmental quality assessment criteria sheet is used to help with the completion of each criterion. The total for each location is then used as an EIV. There is only one environmental quality assessment sheet for each group. The other EIV is then taken from the other groups to give all the necessary EIV points for Walsall’s CBD in order to investigate the relationship of the Environmental quality of Walsall.
Limitations
There are many limitations to this investigation:
This is a very important factor when doing this investigation as the quality of he environment for each survey point can change for different times and days of the week. The survey took place about 10 00hr to 13 00hr and there would have definitely have been different EIV’s if the survey took place for example on a Saturday afternoon where there would have been more pedestrians in Walsall town centre and therefore the would have been more litter, more noise and more traffic. Things like CCTV and litterbins would not have been different, as that would not have changed according to the day or time.
- Quality assessment method
Most of the criteria require observing and judgment therefore, this is not very accurate in order to produce precise EIV’s. For example
Noise – People will have different opinions to what is a high value for loud noise and what is low.
CCTV – Not all CCTV cameras might be recognised.
This is an investigation of a typical CBD, and Walsall my not be one, this may therefore not fit the hypothesis stated. There will not be an ideal CBD therefore a stuffy of the whole CBD is necessary.
Classification and presentation of data
Map 1
A map was done with concentric rings round the centre of Walsall CBD – St. Paul’s Church, which are 50 metres apart. The average of the EIV’s in each concentric ring was taken and plotted onto a graph. This was done, as there will be less anomalous results to deal with.
Results table for ‘Map 1’
(The graph for ‘Map 1’ is on ‘page 6’ of this investigation)
Analysis for Map1
A bar graph is done first as a scatter graph is not necessary for these results of average EIV’s from different distances. A pattern cannot easily be seen from bar graph. As there is not line of best fit.
A Graph with a line of best fit is then drawn and two points are not included in this line of best fit, as they seem to be anomalous results, these points are circled on the graph. The graph then proves my hypothesis correct with the environmental quality decreasing as the distance from the centre increases.
- Anomalous result 1 – This could be because of any of the limitations mentioned but as it is the closest to the centre of Walsall and on the map it is the smallest concentric ring (on results table it only includes 2 EIV’s), it could be that there was not enough EIV’s to get a decent average from. But on the other hand it is a small area and not many EIV’ are needed. It could just be that Walsall is not as good of a typical CBD as mentioned.
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Anomalous result 2 – This is the distance furthest away from the centre of Walsall and that is very close to the inner city, there is some re-development accruing there causing the EIV to be high. There is also not as much EIV’s there as there should be; it is the largest ring and should have the most EIV’s but looking at the results table there are only eight EIV’s.
Graphs for ‘Map 1’
Map 2 and “Environmental Survey & Distance from centre table”
Wayes Choudoury -Page - Geography Coursework