Table 2.
Population attributable fractions and DALYs and costs attributable to ACEs
Population attributable fraction | Total DALYs (age 15+) | DALYs attributable to ACEs | Total estimated cost (£ million)* |
Attributable costs by ACE count (£ million) |
||||||||||
1 ACE | 2–3 ACEs | ≥4 ACEs | All ACEs | 1 ACE | 2–3 ACEs | ≥4 ACEs | All ACEs | 1 ACE | 2–3 ACEs | ≥4 ACEs | All ACEs | |||
Alcohol use | ||||||||||||||
Wales | 0.026 | 0.040 | 0.089 | 0.156 | 38 114 | 999 | 1527 | 3404 | 5929 | 758.4 | 19.9 | 30.4 | 67.7 | 118.0 |
England | 0.029 | 0.042 | 0.061 | 0.131 | 606 086 | 17 297 | 25 199 | 36 972 | 79 467 | 17 028.6 | 486.0 | 708.0 | 1038.8 | 2232.7 |
Smoking | ||||||||||||||
Wales | 0.029 | 0.055 | 0.110 | 0.194 | 121 011 | 3474 | 6663 | 13 307 | 23 444 | 2408.0 | 69.1 | 132.6 | 264.8 | 466.5 |
England | 0.031 | 0.058 | 0.076 | 0.165 | 1 590 656 | 50 082 | 91 530 | 120 314 | 261 926 | 44 691.1 | 1407.1 | 2571.6 | 3380.3 | 7359.1 |
Drug use | ||||||||||||||
Wales | 0.051 | 0.137 | 0.400 | 0.588 | 22 518 | 1140 | 3090 | 9011 | 13 241 | 448.1 | 22.7 | 61.5 | 179.3 | 263.5 |
England | 0.062 | 0.159 | 0.306 | 0.526 | 331 956 | 20 459 | 52 832 | 101 413 | 174 704 | 9326.6 | 574.8 | 1484.4 | 2849.3 | 4908.5 |
High BMI | ||||||||||||||
Wales | 0.006 | 0.009 | 0.009 | 0.024 | 73 423 | 422 | 677 | 677 | 1775 | 1461.0 | 8.4 | 13.5 | 13.5 | 35.3 |
England | 0.006 | 0.009 | 0.006 | 0.022 | 1 203 925 | 7346 | 11 219 | 7388 | 25 954 | 33 825.5 | 206.4 | 315.2 | 207.6 | 729.2 |
Depression | ||||||||||||||
Wales | 0.071 | 0.115 | 0.149 | 0.335 | 16 161 | 1142 | 1865 | 2401 | 5407 | 321.6 | 22.7 | 37.1 | 47.8 | 107.6 |
England | 0.078 | 0.122 | 0.103 | 0.303 | 294 592 | 23 073 | 35 890 | 30 416 | 89 379 | 8276.9 | 648.3 | 1008.4 | 854.6 | 2511.2 |
Anxiety | ||||||||||||||
Wales | 0.055 | 0.119 | 0.150 | 0.324 | 12 434 | 684 | 1477 | 1861 | 4023 | 247.4 | 13.6 | 29.4 | 37.0 | 80.0 |
England | 0.061 | 0.126 | 0.104 | 0.291 | 203 872 | 12 452 | 25 606 | 21 239 | 59 297 | 5728.0 | 349.9 | 719.4 | 596.7 | 1666.0 |
Other mental illness | ||||||||||||||
Wales | 0.065 | 0.170 | 0.262 | 0.497 | 28 076 | 1832 | 4772 | 7347 | 13 951 | 558.7 | 36.5 | 95.0 | 146.2 | 277.6 |
England | 0.075 | 0.187 | 0.189 | 0.452 | 517 544 | 38 976 | 96 724 | 98 011 | 233 711 | 14 540.9 | 1095.1 | 2717.6 | 2753.7 | 6566.3 |
Violence | ||||||||||||||
Wales | 0.037 | 0.152 | 0.299 | 0.489 | 1703 | 63 | 260 | 509 | 832 | 33.9 | 1.3 | 5.2 | 10.1 | 16.6 |
England | 0.044 | 0.170 | 0.220 | 0.434 | 29 134 | 1270 | 4961 | 6404 | 12 635 | 818.6 | 35.7 | 139.4 | 179.9 | 355.0 |
Cancer | ||||||||||||||
Wales | 0.002 | 0.013 | 0.118 | 0.133 | 179 919 | 279 | 2397 | 21 263 | 23 939 | 3580.2 | 5.6 | 47.7 | 423.1 | 476.4 |
England | 0.002 | 0.014 | 0.082 | 0.097 | 2 725 146 | 4666 | 38 124 | 222 605 | 265 395 | 76 565.7 | 131.1 | 1071.1 | 6254.3 | 7456.5 |
Type 2 diabetes | ||||||||||||||
Wales | 0.026 | 0.029 | 0.085 | 0.140 | 23 306 | 597 | 681 | 1982 | 3260 | 463.8 | 11.9 | 13.5 | 39.4 | 64.9 |
England | 0.028 | 0.030 | 0.058 | 0.116 | 356 871 | 9939 | 10 802 | 20 707 | 41 448 | 10 026.6 | 279.2 | 303.5 | 581.8 | 1164.5 |
Heart disease | ||||||||||||||
Wales | 0.016 | 0.053 | 0.098 | 0.167 | 77 275 | 1243 | 4077 | 7556 | 12 877 | 1537.7 | 24.7 | 81.1 | 150.4 | 256.2 |
England | 0.018 | 0.055 | 0.067 | 0.140 | 1 049 623 | 18 461 | 57 674 | 70 352 | 146 487 | 29 490.2 | 518.7 | 1620.4 | 1976.6 | 4115.7 |
Stroke | ||||||||||||||
Wales | 0.034 | 0.049 | 0.163 | 0.246 | 39 189 | 1336 | 1926 | 6372 | 9634 | 779.8 | 26.6 | 38.3 | 126.8 | 191.7 |
England | 0.038 | 0.052 | 0.114 | 0.204 | 546 308 | 20 801 | 28 579 | 62 218 | 111 597 | 15 349.1 | 584.4 | 802.9 | 1748.1 | 3135.4 |
Respiratory disease | ||||||||||||||
Wales | 0.031 | 0.090 | 0.149 | 0.270 | 50 697 | 1570 | 4550 | 7545 | 13 664 | 1008.8 | 31.2 | 90.5 | 150.1 | 271.9 |
England | 0.034 | 0.095 | 0.104 | 0.233 | 784 621 | 27 000 | 74 559 | 81 386 | 182 945 | 22 044.7 | 758.6 | 2094.8 | 2286.6 | 5140.0 |
*Calculated as 1 DALY=GVA per capita (£19 899 Wales, £28 096 England; balanced, current basic prices, 2017).
ACE, adverse childhood experience; BMI, body mass index; DALY, disability adjusted life year; GVA, gross value added.