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  "creator": "Scottish Government",
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  "creator": "Scottish Government",
            
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  "datatag_requirements": "Access needs approval",
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  "datatag_requirements": "Access needs approval",
            
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  "extra:documentation": "The 2010 EU Farm Structure Survey (FSS) 
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  "extra:documentation": "The 2010 EU Farm Structure Survey (FSS) 
            
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gathered information on the main activities of farm holdings alongside 
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gathered information on the main activities of farm holdings alongside 
            
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information on labour and diversification activities. The bulk of the 
15
information on labour and diversification activities. The bulk of the 
            
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FSS was collected through an expanded June Agricultural Census 
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FSS was collected through an expanded June Agricultural Census 
            
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alongside administrative sources. The Survey of Agricultural 
17
alongside administrative sources. The Survey of Agricultural 
            
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Production Methods (SAPM) formed part of the 2010 EU Farm Structure 
18
Production Methods (SAPM) formed part of the 2010 EU Farm Structure 
            
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Survey and recorded details of farming practices across Scotland.  
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Survey and recorded details of farming practices across Scotland.  
            
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blications/results-from-the-survey-of-farm-structure-and-methods-2010/  
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blications/results-from-the-survey-of-farm-structure-and-methods-2010/  
            
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The survey and the questions asked were determined by a European 
21
The survey and the questions asked were determined by a European 
            
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Commission requirement and were carried out across the whole of the 
22
Commission requirement and were carried out across the whole of the 
            
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EU.  Rural payments 2010 data shows agricultural and environmental 
23
EU.  Rural payments 2010 data shows agricultural and environmental 
            
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payments made by Rural Payments and Inspections Division (RPID part of 
24
payments made by Rural Payments and Inspections Division (RPID part of 
            
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SG) for those holdings included in the FSS dataset.   Data linking is 
25
SG) for those holdings included in the FSS dataset.   Data linking is 
            
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done through probabilistic matching to the NRS Population spine using 
26
done through probabilistic matching to the NRS Population spine using 
            
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Names, Surnames, Postcodes, Sex, Age band and where available UPRN.  
27
Names, Surnames, Postcodes, Sex, Age band and where available UPRN.  
            
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High linkage rates require good overlap of the test and spine 
28
High linkage rates require good overlap of the test and spine 
            
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populations. In this case we have farm businesses (and representatives 
29
populations. In this case we have farm businesses (and representatives 
            
30
at those business addresses) being matched to individual level 
30
at those business addresses) being matched to individual level 
            
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population data which uses their place of residence. This can cause 
31
population data which uses their place of residence. This can cause 
            
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issues with matching as an individual\u2019s residence location is not 
32
issues with matching as an individual\u2019s residence location is not 
            
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necessarily their business location and the representative may be a 
33
necessarily their business location and the representative may be a 
            
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business manager (who oversees a number of farms and may not live on a 
34
business manager (who oversees a number of farms and may not live on a 
            
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farm) rather than an individual farmer.  High linkage rates also 
35
farm) rather than an individual farmer.  High linkage rates also 
            
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require high rates of data completeness across all of the variables 
36
require high rates of data completeness across all of the variables 
            
37
used for matching. This is not the case for the farm business data.  
37
used for matching. This is not the case for the farm business data.  
            
38
Additionally, the representative\u2019s age is recorded using age 
38
Additionally, the representative\u2019s age is recorded using age 
            
39
bands which has lower discriminatory power to match unique individuals 
39
bands which has lower discriminatory power to match unique individuals 
            
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than using full date of birth.  Together, these factors have resulted 
40
than using full date of birth.  Together, these factors have resulted 
            
41
in a lower linkage rate (46%) than observed for other ingested 
41
in a lower linkage rate (46%) than observed for other ingested 
            
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  "extra:temporal_end": "2010-12-31",
            
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  "extra:temporal_start": "2010-01-01",
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the activities, labour and diversification activities of farm holdings 
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the activities, labour and diversification activities of farm holdings 
            
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across the whole of the EU. Agricultural and environmental payments 
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across the whole of the EU. Agricultural and environmental payments 
            
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made to these farms in 2010 are included.",
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      "name": "farms",
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    {
            
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    {
            
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  ],
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  ],
            
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  "temporal_resolution": "",
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  "title": "Farm Structure Survey 2010 and rural payments data for 
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  "title": "Farm Structure Survey 2010 and rural payments data for 
            
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Scotland",
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Scotland",
            
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  "type": "dataset",
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  "type": "dataset",
            
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  "url": "ADR-S - Data Sourcing - Farm Structure Survey (FSS) - 
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  "url": "ADR-S - Data Sourcing - Farm Structure Survey (FSS) - 
            
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Metadata.xlsx",
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Metadata.xlsx",
            
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}