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Appendix A.
This Appendix contains tables of the number and percentage of data zones classified as highly deprived (within most deprived 15% according to the SIMD rank) for each local authority under the original SIMD algorithm in comparison with groups of alternative methods.
Local Authority | Total | Shrinkage Method |
|---|
Original | None | National | IG | Rural Group |
|---|
N | N (%) | N (%) | N (%) | N (%) | N (%) |
|---|
Glasgow City | 694 | 374 (53.9) | 362 (52.2) | 362 (52.2) | 365 (52.6) | 367 (52.9) |
|---|
Inverclyde | 110 | 36 (32.7) | 35 (31.8) | 35 (31.8) | 36 (32.7) | 35 (31.8) |
|---|
Dundee City | 179 | 51 (28.5) | 52 (29.1) | 51 (28.5) | 53 (29.6) | 51 (28.5) |
|---|
West Dunbartonshire | 118 | 32 (27.1) | 33 (28.0) | 31 (26.3) | 33 (28.0) | 33 (28.0) |
|---|
North Lanarkshire | 418 | 103 (24.6) | 97 (23.2) | 100 (23.9) | 95 (22.7) | 101 (24.2) |
|---|
Renfrewshire | 214 | 41 (19.2) | 41 (19.2) | 42 (19.6) | 42 (19.6) | 43 (20.1) |
|---|
North Ayrshire | 179 | 33 (18.4) | 34 (19.0) | 34 (19.0) | 32 (17.9) | 33 (18.4) |
|---|
East Ayrshire | 154 | 28 (18.2) | 28 (18.2) | 28 (18.2) | 29 (18.8) | 25 (16.2) |
|---|
South Lanarkshire | 398 | 66 (16.6) | 65 (16.3) | 66 (16.6) | 61 (15.3) | 67 (16.8) |
|---|
Clackmannanshire | 64 | 10 (15.6) | 10 (15.6) | 10 (15.6) | 9 (14.1) | 10 (15.6) |
|---|
Edinburgh, City of | 549 | 61 (11.1) | 61 (11.1) | 61 (11.1) | 63 (11.5) | 62 (11.3) |
|---|
South Ayrshire | 147 | 13 (8.8) | 14 (9.5) | 14 (9.5) | 15 (10.2) | 12 (8.2) |
|---|
Fife | 453 | 34 (7.5) | 34 (7.5) | 34 (7.5) | 34 (7.5) | 33 (7.3) |
|---|
Argyll & Bute | 122 | 9 (7.4) | 9 (7.4) | 9 (7.4) | 9 (7.4) | 9 (7.4) |
|---|
Falkirk | 197 | 14 (7.1) | 14 (7.1) | 13 (6.6) | 14 (7.1) | 13 (6.6) |
|---|
Aberdeen City | 267 | 17 (6.4) | 22 (8.2) | 20 (7.5) | 22 (8.2) | 22 (8.2) |
|---|
Stirling | 110 | 6 (5.5) | 7 (6.4) | 7 (6.4) | 7 (6.4) | 6 (5.5) |
|---|
Dumfries & Galloway | 193 | 9 (4.7) | 13 (6.7) | 11 (5.7) | 10 (5.2) | 9 (4.7) |
|---|
West Lothian | 211 | 9 (4.3) | 8 (3.8) | 10 (4.7) | 9 (4.3) | 9 (4.3) |
|---|
East Renfrewshire | 120 | 5 (4.2) | 7 (5.8) | 7 (5.8) | 7 (5.8) | 7 (5.8) |
|---|
East Dunbartonshire | 127 | 4 (3.1) | 4 (3.1) | 4 (3.1) | 4 (3.1) | 4 (3.1) |
|---|
Highland | 292 | 9 (3.1) | 9 (3.1) | 9 (3.1) | 10 (3.4) | 9 (3.1) |
|---|
Angus | 142 | 3 (2.1) | 5 (3.5) | 5 (3.5) | 5 (3.5) | 4 (2.8) |
|---|
Perth & Kinross | 175 | 3 (1.7) | 4 (2.3) | 4 (2.3) | 4 (2.3) | 4 (2.3) |
|---|
Scottish Borders | 130 | 2 (1.5) | 2 (1.5) | 2 (1.5) | 2 (1.5) | 2 (1.5) |
|---|
Midlothian | 112 | 1 (0.9) | 1 (0.9) | 1 (0.9) | 1 (0.9) | 1 (0.9) |
|---|
Aberdeenshire | 301 | 2 (0.7) | 4 (1.3) | 4 (1.3) | 4 (1.3) | 4 (1.3) |
|---|
East Lothian | 120 | 0 (0.0) | 0 (0.0) | 1 (0.8) | 0 (0.0) | 0 (0.0) |
|---|
Eilean Siar | 36 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Moray | 116 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Orkney Islands | 27 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Shetland Islands | 30 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Table A.1.Number of data zones in each LA, and number (%) of data zones amongst the 15% most deprived data zones nationally, according to the SIMD calculated using the original method and alternative univariate shrinkage options
Local Authority | Total | Transformation used prior to Factor Analysis |
|---|
Rank + Normal | None | Rank | Rank + Exponential |
|---|
N | N (%) | N (%) | N (%) | N (%) |
|---|
Glasgow City | 694 | 374 (53.9) | 369 (53.2) | 371 (53.5) | 372 (53.6) |
|---|
Inverclyde | 110 | 36 (32.7) | 35 (31.8) | 36 (32.7) | 35 (31.8) |
|---|
Dundee City | 179 | 51 (28.5) | 54 (30.2) | 51 (28.5) | 52 (29.1) |
|---|
West Dunbartonshire | 118 | 32 (27.1) | 32 (27.1) | 32 (27.1) | 32 (27.1) |
|---|
North Lanarkshire | 418 | 103 (24.6) | 105 (25.1) | 103 (24.6) | 102 (24.4) |
|---|
Renfrewshire | 214 | 41 (19.2) | 42 (19.6) | 42 (19.6) | 42 (19.6) |
|---|
North Ayrshire | 179 | 33 (18.4) | 33 (18.4) | 35 (19.6) | 33 (18.4) |
|---|
East Ayrshire | 154 | 28 (18.2) | 26 (16.9) | 29 (18.8) | 28 (18.2) |
|---|
South Lanarkshire | 398 | 66 (16.6) | 66 (16.6) | 67 (16.8) | 65 (16.3) |
|---|
Clackmannanshire | 64 | 10 (15.6) | 10 (15.6) | 10 (15.6) | 10 (15.6) |
|---|
Edinburgh, City of | 549 | 61 (11.1) | 61 (11.1) | 60 (10.9) | 62 (11.3) |
|---|
South Ayrshire | 147 | 13 (8.8) | 14 (9.5) | 12 (8.2) | 14 (9.5) |
|---|
Fife | 453 | 34 (7.5) | 31 (6.8) | 34 (7.5) | 32 (7.1) |
|---|
Argyll & Bute | 122 | 9 (7.4) | 9 (7.4) | 9 (7.4) | 9 (7.4) |
|---|
Falkirk | 197 | 14 (7.1) | 14 (7.1) | 14 (7.1) | 14 (7.1) |
|---|
Aberdeen City | 267 | 17 (6.4) | 18 (6.7) | 16 (6.0) | 19 (7.1) |
|---|
Stirling | 110 | 6 (5.5) | 7 (6.4) | 6 (5.5) | 7 (6.4) |
|---|
Dumfries & Galloway | 193 | 9 (4.7) | 9 (4.7) | 8 (4.1) | 9 (4.7) |
|---|
West Lothian | 211 | 9 (4.3) | 8 (3.8) | 10 (4.7) | 8 (3.8) |
|---|
East Renfrewshire | 120 | 5 (4.2) | 6 (5.0) | 6 (5.0) | 6 (5.0) |
|---|
East Dunbartonshire | 127 | 4 (3.1) | 4 (3.1) | 4 (3.1) | 3 (2.4) |
|---|
Highland | 292 | 9 (3.1) | 10 (3.4) | 9 (3.1) | 9 (3.1) |
|---|
Angus | 142 | 3 (2.1) | 3 (2.1) | 3 (2.1) | 3 (2.1) |
|---|
Perth & Kinross | 175 | 3 (1.7) | 4 (2.3) | 3 (1.7) | 4 (2.3) |
|---|
Scottish Borders | 130 | 2 (1.5) | 2 (1.5) | 2 (1.5) | 2 (1.5) |
|---|
Midlothian | 112 | 1 (0.9) | 1 (0.9) | 1 (0.9) | 1 (0.9) |
|---|
Aberdeenshire | 301 | 2 (0.7) | 2 (0.7) | 2 (0.7) | 2 (0.7) |
|---|
East Lothian | 120 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Eilean Siar | 36 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Moray | 116 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Orkney Islands | 27 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Shetland Islands | 30 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Table A.2.Number of data zones in each LA, and number (%) of data zones amongst the 15% most deprived data zones nationally, according to the SIMD calculated using the original method (Rank + Normal transformation) and methods using factor analysis applied to alternative transformations of component indicator variables
Local Authority | Total | Original | Transformation used prior to PCA |
|---|
Rank + Normal | None | Rank | Rank + Exponential |
|---|
N | N (%) | N (%) | N (%) | N (%) | N (%) |
|---|
Glasgow City | 694 | 374 (53.9) | 378 (54.5) | 375 (54.0) | 375 (54.0) | 379 (54.6) |
|---|
Inverclyde | 110 | 36 (32.7) | 36 (32.7) | 32 (29.1) | 36 (32.7) | 36 (32.7) |
|---|
Dundee City | 179 | 51 (28.5) | 57 (31.8) | 57 (31.8) | 56 (31.3) | 56 (31.3) |
|---|
West Dunbartonshire | 118 | 32 (27.1) | 32 (27.1) | 30 (25.4) | 32 (27.1) | 32 (27.1) |
|---|
North Lanarkshire | 418 | 103 (24.6) | 104 (24.9) | 114 (27.3) | 105 (25.1) | 101 (24.2) |
|---|
Renfrewshire | 214 | 41 (19.2) | 41 (19.2) | 41 (19.2) | 41 (19.2) | 40 (18.7) |
|---|
North Ayrshire | 179 | 33 (18.4) | 32 (17.9) | 30 (16.8) | 34 (19.0) | 31 (17.3) |
|---|
East Ayrshire | 154 | 28 (18.2) | 25 (16.2) | 23 (14.9) | 27 (17.5) | 27 (17.5) |
|---|
South Lanarkshire | 398 | 66 (16.6) | 65 (16.3) | 67 (16.8) | 66 (16.6) | 62 (15.6) |
|---|
Clackmannanshire | 64 | 10 (15.6) | 10 (15.6) | 9 (14.1) | 10 (15.6) | 10 (15.6) |
|---|
Edinburgh, City of | 549 | 61 (11.1) | 61 (11.1) | 60 (10.9) | 61 (11.1) | 62 (11.3) |
|---|
South Ayrshire | 147 | 13 (8.8) | 12 (8.2) | 9 (6.1) | 12 (8.2) | 13 (8.8) |
|---|
Fife | 453 | 34 (7.5) | 31 (6.8) | 32 (7.1) | 31 (6.8) | 30 (6.6) |
|---|
Argyll & Bute | 122 | 9 (7.4) | 9 (7.4) | 8 (6.6) | 8 (6.6) | 9 (7.4) |
|---|
Falkirk | 197 | 14 (7.1) | 15 (7.6) | 23 (11.7) | 15 (7.6) | 15 (7.6) |
|---|
Aberdeen City | 267 | 17 (6.4) | 16 (6.0) | 16 (6.0) | 16 (6.0) | 19 (7.1) |
|---|
Stirling | 110 | 6 (5.5) | 5 (4.5) | 6 (5.5) | 5 (4.5) | 6 (5.5) |
|---|
Dumfries & Galloway | 193 | 9 (4.7) | 9 (4.7) | 5 (2.6) | 9 (4.7) | 9 (4.7) |
|---|
West Lothian | 211 | 9 (4.3) | 9 (4.3) | 9 (4.3) | 9 (4.3) | 7 (3.3) |
|---|
East Renfrewshire | 120 | 5 (4.2) | 4 (3.3) | 5 (4.2) | 4 (3.3) | 6 (5.0) |
|---|
East Dunbartonshire | 127 | 4 (3.1) | 3 (2.4) | 3 (2.4) | 3 (2.4) | 2 (1.6) |
|---|
Highland | 292 | 9 (3.1) | 9 (3.1) | 9 (3.1) | 8 (2.7) | 9 (3.1) |
|---|
Angus | 142 | 3 (2.1) | 3 (2.1) | 3 (2.1) | 3 (2.1) | 3 (2.1) |
|---|
Perth & Kinross | 175 | 3 (1.7) | 3 (1.7) | 3 (1.7) | 3 (1.7) | 3 (1.7) |
|---|
Scottish Borders | 130 | 2 (1.5) | 2 (1.5) | 1 (0.8) | 2 (1.5) | 2 (1.5) |
|---|
Midlothian | 112 | 1 (0.9) | 1 (0.9) | 2 (1.8) | 1 (0.9) | 1 (0.9) |
|---|
Aberdeenshire | 301 | 2 (0.7) | 2 (0.7) | 2 (0.7) | 2 (0.7) | 4 (1.3) |
|---|
East Lothian | 120 | 0 (0.0) | 1 (0.8) | 1 (0.8) | 1 (0.8) | 1 (0.8) |
|---|
Eilean Siar | 36 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Moray | 116 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Orkney Islands | 27 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Shetland Islands | 30 | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) |
|---|
Table A.3.Number of data zones in each LA, and number (%) of data zones amongst the 15% most deprived data zones nationally, according to the SIMD calculated using the original method and methods using alternative transformations of indicator variables prior to principal components analysis ( PCA)
Local Authority | Total | Original | Generalised factor analysis |
|---|
N | N (%) | N (%) |
|---|
Glasgow City | 694 | 374 (53.9) | 365 (52.6) |
|---|
Inverclyde | 110 | 36 (32.7) | 35 (31.8) |
|---|
Dundee City | 179 | 51 (28.5) | 56 (31.3) |
|---|
West Dunbartonshire | 118 | 32 (27.1) | 31 (26.3) |
|---|
North Lanarkshire | 418 | 103 (24.6) | 98 (23.4) |
|---|
Renfrewshire | 214 | 41 (19.2) | 43 (20.1) |
|---|
North Ayrshire | 179 | 33 (18.4) | 32 (17.9) |
|---|
East Ayrshire | 154 | 28 (18.2) | 27 (17.5) |
|---|
South Lanarkshire | 398 | 66 (16.6) | 64 (16.1) |
|---|
Clackmannanshire | 64 | 10 (15.6) | 10 (15.6) |
|---|
Edinburgh, City of | 549 | 61 (11.1) | 62 (11.3) |
|---|
South Ayrshire | 147 | 13 (8.8) | 14 (9.5) |
|---|
Fife | 453 | 34 (7.5) | 30 (6.6) |
|---|
Argyll & Bute | 122 | 9 (7.4) | 10 (8.2) |
|---|
Falkirk | 197 | 14 (7.1) | 13 (6.6) |
|---|
Aberdeen City | 267 | 17 (6.4) | 22 (8.2) |
|---|
Stirling | 110 | 6 (5.5) | 7 (6.4) |
|---|
Dumfries & Galloway | 193 | 9 (4.7) | 11 (5.7) |
|---|
West Lothian | 211 | 9 (4.3) | 9 (4.3) |
|---|
East Renfrewshire | 120 | 5 (4.2) | 7 (5.8) |
|---|
East Dunbartonshire | 127 | 4 (3.1) | 3 (2.4) |
|---|
Highland | 292 | 9 (3.1) | 10 (3.4) |
|---|
Angus | 142 | 3 (2.1) | 5 (3.5) |
|---|
Perth & Kinross | 175 | 3 (1.7) | 4 (2.3) |
|---|
Scottish Borders | 130 | 2 (1.5) | 2 (1.5) |
|---|
Midlothian | 112 | 1 (0.9) | 1 (0.9) |
|---|
Aberdeenshire | 301 | 2 (0.7) | 4 (1.3) |
|---|
East Lothian | 120 | 0 (0.0) | 0 (0.0) |
|---|
Eilean Siar | 36 | 0 (0.0) | 0 (0.0) |
|---|
Moray | 116 | 0 (0.0) | 0 (0.0) |
|---|
Orkney Islands | 27 | 0 (0.0) | 0 (0.0) |
|---|
Shetland Islands | 30 | 0 (0.0) | 0 (0.0) |
|---|
Table A.4.Number of data zones in each LA, and number (%) of data zones amongst the 15% most deprived data zones nationally, according to the SIMD calculated using the original method and the method using generalized factor analysis rather than conventional factor analysis for the health, education and access domains
Local Authority | Total | Original
Rank + Exponential | Simple Standardisation |
|---|
N | N (%) | N (%) |
|---|
Glasgow City | 694 | 374 (53.9) | 368 (53.0) |
|---|
Inverclyde | 110 | 36 (32.7) | 36 (32.7) |
|---|
Dundee City | 179 | 51 (28.5) | 53 (29.6) |
|---|
West Dunbartonshire | 118 | 32 (27.1) | 33 (28.0) |
|---|
North Lanarkshire | 418 | 103 (24.6) | 102 (24.4) |
|---|
Renfrewshire | 214 | 41 (19.2) | 41 (19.2) |
|---|
North Ayrshire | 179 | 33 (18.4) | 35 (19.6) |
|---|
East Ayrshire | 154 | 28 (18.2) | 29 (18.8) |
|---|
South Lanarkshire | 398 | 66 (16.6) | 67 (16.8) |
|---|
Clackmannanshire | 64 | 10 (15.6) | 10 (15.6) |
|---|
Edinburgh, City of | 549 | 61 (11.1) | 60 (10.9) |
|---|
South Ayrshire | 147 | 13 (8.8) | 12 (8.2) |
|---|
Fife | 453 | 34 (7.5) | 32 (7.1) |
|---|
Argyll & Bute | 122 | 9 (7.4) | 9 (7.4) |
|---|
Falkirk | 197 | 14 (7.1) | 14 (7.1) |
|---|
Aberdeen City | 267 | 17 (6.4) | 16 (6.0) |
|---|
Stirling | 110 | 6 (5.5) | 6 (5.5) |
|---|
Dumfries & Galloway | 193 | 9 (4.7) | 8 (4.1) |
|---|
West Lothian | 211 | 9 (4.3) | 10 (4.7) |
|---|
East Renfrewshire | 120 | 5 (4.2) | 7 (5.8) |
|---|
East Dunbartonshire | 127 | 4 (3.1) | 4 (3.1) |
|---|
Highland | 292 | 9 (3.1) | 11 (3.8) |
|---|
Angus | 142 | 3 (2.1) | 3 (2.1) |
|---|
Perth & Kinross | 175 | 3 (1.7) | 4 (2.3) |
|---|
Scottish Borders | 130 | 2 (1.5) | 2 (1.5) |
|---|
Midlothian | 112 | 1 (0.9) | 1 (0.9) |
|---|
Aberdeenshire | 301 | 2 (0.7) | 2 (0.7) |
|---|
East Lothian | 120 | 0 (0.0) | 0 (0.0) |
|---|
Eilean Siar | 36 | 0 (0.0) | 0 (0.0) |
|---|
Moray | 116 | 0 (0.0) | 0 (0.0) |
|---|
Orkney Islands | 27 | 0 (0.0) | 0 (0.0) |
|---|
Shetland Islands | 30 | 0 (0.0) | 0 (0.0) |
|---|
Table A.5.Number of data zones in each LA, and number (%) of data zones amongst the 15% most deprived data zones nationally, according to the SIMD calculated using the original method and the method using simple standardisation of domain score prior to weighted combination to from the SIMD score
Local Authority | Total | Original
Rank + Exponential | Transformation of Health, Education & Access domains followed by simple standardisation |
|---|
N | N (%) | N (%) |
|---|
Glasgow City | 694 | 374 (53.9) | 374 (53.9) |
|---|
Inverclyde | 110 | 36 (32.7) | 35 (31.8) |
|---|
Dundee City | 179 | 51 (28.5) | 53 (29.6) |
|---|
West Dunbartonshire | 118 | 32 (27.1) | 32 (27.1) |
|---|
North Lanarkshire | 418 | 103 (24.6) | 103 (24.6) |
|---|
Renfrewshire | 214 | 41 (19.2) | 41 (19.2) |
|---|
North Ayrshire | 179 | 33 (18.4) | 33 (18.4) |
|---|
East Ayrshire | 154 | 28 (18.2) | 26 (16.9) |
|---|
South Lanarkshire | 398 | 66 (16.6) | 66 (16.6) |
|---|
Clackmannanshire | 64 | 10 (15.6) | 10 (15.6) |
|---|
Edinburgh, City of | 549 | 61 (11.1) | 61 (11.1) |
|---|
South Ayrshire | 147 | 13 (8.8) | 13 (8.8) |
|---|
Fife | 453 | 34 (7.5) | 34 (7.5) |
|---|
Argyll & Bute | 122 | 9 (7.4) | 9 (7.4) |
|---|
Falkirk | 197 | 14 (7.1) | 13 (6.6) |
|---|
Aberdeen City | 267 | 17 (6.4) | 19 (7.1) |
|---|
Stirling | 110 | 6 (5.5) | 6 (5.5) |
|---|
Dumfries & Galloway | 193 | 9 (4.7) | 9 (4.7) |
|---|
West Lothian | 211 | 9 (4.3) | 9 (4.3) |
|---|
East Renfrewshire | 120 | 5 (4.2) | 5 (4.2) |
|---|
East Dunbartonshire | 127 | 4 (3.1) | 4 (3.1) |
|---|
Highland | 292 | 9 (3.1) | 9 (3.1) |
|---|
Angus | 142 | 3 (2.1) | 3 (2.1) |
|---|
Perth & Kinross | 175 | 3 (1.7) | 3 (1.7) |
|---|
Scottish Borders | 130 | 2 (1.5) | 2 (1.5) |
|---|
Midlothian | 112 | 1 (0.9) | 1 (0.9) |
|---|
Aberdeenshire | 301 | 2 (0.7) | 2 (0.7) |
|---|
East Lothian | 120 | 0 (0.0) | 0 (0.0) |
|---|
Eilean Siar | 36 | 0 (0.0) | 0 (0.0) |
|---|
Moray | 116 | 0 (0.0) | 0 (0.0) |
|---|
Orkney Islands | 27 | 0 (0.0) | 0 (0.0) |
|---|
Shetland Islands | 30 | 0 (0.0) | 0 (0.0) |
|---|
Table A.6.Number of data zones in each LA, and number (%) of data zones amongst the 15% most deprived data zones nationally, according to the SIMD calculated using the original method and an alternative where the health, education and access domains scores were transformed by 
and then all domains were standardised by subtracting the mean and dividing by the standard deviation prior to weighted combination
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