Introduction
Methods
Overview
Data extraction
Socioeconomic status
Forecasting cataract burden beyond 2019
Statistical analyses
Results
Global trends in DALY and prevalence of cataracts
Cataract burden stratified by age and gender
Cataract burden by socioeconomic status and region
Cataract-related vision loss burden by GBD super regions
GBD super region | 1990 | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
All vision loss | Moderate visual loss | Severe visual loss | Blindness | |||||||||
Male | Female | Both | Male | Female | Both | Male | Female | Both | Male | Female | Both | |
Southeast Asia, East Asia, and Oceania | 108.27 | 140.22 | 126.06 | 22.21 | 25.57 | 24.02 | 23.75 | 27.31 | 25.64 | 62.31 | 87.35 | 76.40 |
Oceania | 181.01 | 219.31 | 200.78 | 46.74 | 50.38 | 48.58 | 70.29 | 74.79 | 72.64 | 63.98 | 94.14 | 79.57 |
Southeast Asia | 259.88 | 344.44 | 306.99 | 47.37 | 52.16 | 49.96 | 72.36 | 79.46 | 76.31 | 140.15 | 212.81 | 180.72 |
East Asia | 59.37 | 78.04 | 70.50 | 14.51 | 17.69 | 16.37 | 8.16 | 11.55 | 10.21 | 36.71 | 48.80 | 43.92 |
High-income | 24.76 | 27.09 | 26.29 | 7.32 | 9.36 | 8.63 | 11.71 | 12.24 | 12.06 | 5.73 | 5.49 | 5.59 |
Australasia | 23.92 | 23.61 | 23.89 | 7.56 | 8.49 | 8.17 | 7.01 | 7.35 | 7.25 | 9.34 | 7.77 | 8.47 |
High-income Asia Pacific | 24.39 | 22.39 | 23.28 | 5.93 | 7.24 | 6.76 | 12.19 | 8.79 | 10.20 | 6.26 | 6.36 | 6.33 |
Western Europe | 27.32 | 31.03 | 29.69 | 8.92 | 11.14 | 10.38 | 13.56 | 14.90 | 14.38 | 4.84 | 4.99 | 4.92 |
High-income North America | 18.73 | 21.57 | 20.52 | 5.08 | 7.20 | 6.40 | 8.81 | 9.84 | 9.46 | 4.83 | 4.53 | 4.67 |
Southern Latin America | 42.14 | 42.39 | 42.50 | 11.23 | 12.47 | 12.02 | 12.62 | 14.58 | 13.80 | 18.29 | 15.34 | 16.69 |
Central Europe, Eastern Europe, and Central Asia | 33.35 | 39.59 | 37.64 | 10.53 | 13.62 | 12.59 | 11.31 | 12.72 | 12.31 | 11.51 | 13.25 | 12.74 |
Central Asia | 77.14 | 88.29 | 84.36 | 24.57 | 28.66 | 27.15 | 27.81 | 31.27 | 30.07 | 24.76 | 28.36 | 27.13 |
Central Europe | 22.57 | 24.22 | 23.63 | 8.57 | 10.51 | 9.76 | 7.48 | 7.40 | 7.46 | 6.52 | 6.31 | 6.41 |
Eastern Europe | 32.16 | 39.22 | 37.31 | 9.18 | 12.80 | 11.71 | 10.76 | 12.34 | 11.96 | 12.22 | 14.08 | 13.63 |
Latin America and Caribbean | 103.32 | 103.56 | 103.60 | 19.73 | 20.03 | 19.88 | 24.86 | 23.24 | 24.00 | 58.74 | 60.29 | 59.72 |
Andean Latin America | 157.49 | 148.77 | 153.06 | 33.63 | 32.18 | 32.87 | 42.83 | 34.51 | 38.53 | 81.03 | 82.08 | 81.66 |
Tropical Latin America | 100.15 | 113.80 | 107.95 | 19.13 | 19.96 | 19.57 | 19.23 | 20.29 | 19.86 | 61.79 | 73.55 | 68.51 |
Central Latin America | 107.62 | 94.55 | 100.87 | 19.36 | 19.53 | 19.45 | 29.07 | 27.62 | 28.31 | 59.20 | 47.40 | 53.11 |
Caribbean | 58.51 | 64.66 | 61.82 | 12.16 | 12.92 | 12.55 | 14.63 | 11.62 | 13.04 | 31.73 | 40.12 | 36.23 |
North Africa and Middle East | 132.65 | 181.77 | 157.51 | 29.48 | 35.15 | 32.30 | 37.18 | 49.45 | 43.28 | 65.99 | 97.17 | 81.93 |
South Asia | 260.15 | 349.24 | 303.00 | 45.33 | 53.79 | 49.34 | 70.79 | 94.39 | 82.12 | 144.03 | 201.06 | 171.54 |
Sub-Saharan Africa | 138.48 | 174.80 | 158.04 | 24.01 | 27.86 | 26.02 | 31.82 | 40.75 | 36.61 | 82.65 | 106.18 | 95.41 |
Southern Sub-Saharan Africa | 124.88 | 136.72 | 131.93 | 11.81 | 13.20 | 12.59 | 15.46 | 16.40 | 16.04 | 97.61 | 107.13 | 103.30 |
Central Sub-Saharan Africa | 30.71 | 40.95 | 36.27 | 7.78 | 8.23 | 8.04 | 3.79 | 5.29 | 4.60 | 19.13 | 27.43 | 23.63 |
Western Sub-Saharan Africa | 154.52 | 205.45 | 181.53 | 32.08 | 38.63 | 35.40 | 40.44 | 57.21 | 49.27 | 82.00 | 109.62 | 96.85 |
Eastern Sub-Saharan Africa | 150.90 | 190.57 | 171.60 | 22.59 | 27.03 | 24.86 | 34.37 | 41.78 | 38.22 | 93.93 | 121.75 | 108.52 |
GBD super region | 2019 | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
All vision loss | Moderate visual loss | Severe visual loss | Blindness | |||||||||
Male | Female | Both | Male | Female | Both | Male | Female | Both | Male | Female | Both | |
Southeast Asia, East Asia, and Oceania | 80.15 | 110.02 | 96.71 | 25.15 | 31.51 | 28.61 | 20.72 | 26.90 | 24.14 | 34.28 | 51.60 | 43.96 |
Oceania | 165.36 | 196.92 | 181.54 | 50.69 | 54.19 | 52.45 | 69.74 | 74.94 | 72.40 | 44.92 | 67.79 | 56.68 |
Southeast Asia | 183.03 | 240.27 | 215.62 | 47.77 | 53.64 | 51.04 | 60.41 | 67.86 | 64.71 | 74.84 | 118.77 | 99.87 |
East Asia | 51.51 | 71.94 | 63.32 | 18.97 | 25.03 | 22.33 | 9.91 | 15.06 | 12.88 | 22.63 | 31.86 | 28.11 |
High-income | 23.32 | 25.24 | 24.48 | 7.40 | 9.45 | 8.60 | 11.47 | 11.63 | 11.59 | 4.44 | 4.16 | 4.29 |
Australasia | 22.36 | 23.06 | 22.78 | 7.73 | 8.94 | 8.40 | 7.46 | 8.05 | 7.80 | 7.18 | 6.07 | 6.59 |
High-income Asia Pacific | 22.55 | 20.45 | 21.43 | 6.19 | 7.62 | 7.03 | 12.26 | 8.70 | 10.28 | 4.10 | 4.13 | 4.12 |
Western Europe | 25.82 | 29.80 | 28.15 | 9.04 | 11.39 | 10.42 | 13.17 | 14.66 | 14.04 | 3.61 | 3.75 | 3.69 |
High-income North America | 18.74 | 20.85 | 19.98 | 5.27 | 7.41 | 6.48 | 8.69 | 9.33 | 9.06 | 4.78 | 4.12 | 4.43 |
Southern Latin America | 35.54 | 35.94 | 35.92 | 11.80 | 13.11 | 12.62 | 12.00 | 13.56 | 12.93 | 11.73 | 9.27 | 10.37 |
Central Europe, Eastern Europe, and Central Asia | 29.00 | 34.30 | 32.43 | 10.75 | 14.03 | 12.82 | 10.36 | 11.75 | 11.29 | 7.89 | 8.52 | 8.32 |
Central Asia | 66.53 | 75.97 | 72.30 | 24.73 | 28.90 | 27.24 | 25.61 | 28.73 | 27.56 | 16.19 | 18.34 | 17.50 |
Central Europe | 20.74 | 21.75 | 21.41 | 8.86 | 10.65 | 9.94 | 7.25 | 6.82 | 7.03 | 4.63 | 4.28 | 4.43 |
Eastern Europe | 27.49 | 34.16 | 32.01 | 9.28 | 13.31 | 11.93 | 9.65 | 11.66 | 11.06 | 8.55 | 9.19 | 9.02 |
Latin America and Caribbean | 75.05 | 75.66 | 75.54 | 19.86 | 20.38 | 20.13 | 22.21 | 21.18 | 21.65 | 32.99 | 34.10 | 33.76 |
Andean Latin America | 109.34 | 101.69 | 105.48 | 32.10 | 30.37 | 31.18 | 37.94 | 31.35 | 34.50 | 39.31 | 39.97 | 39.80 |
Tropical Latin America | 73.43 | 82.18 | 78.62 | 19.06 | 20.06 | 19.61 | 16.77 | 17.55 | 17.25 | 37.60 | 44.57 | 41.76 |
Central Latin America | 74.84 | 68.97 | 71.72 | 19.26 | 20.03 | 19.67 | 25.49 | 25.03 | 25.24 | 30.09 | 23.91 | 26.81 |
Caribbean | 45.51 | 48.94 | 47.41 | 12.50 | 13.39 | 12.97 | 13.65 | 10.97 | 12.20 | 19.35 | 24.58 | 22.24 |
North Africa and Middle East | 93.48 | 124.40 | 108.81 | 31.28 | 36.29 | 33.75 | 33.18 | 41.67 | 37.35 | 29.02 | 46.45 | 37.71 |
South Asia | 195.35 | 244.44 | 220.81 | 47.99 | 54.05 | 50.99 | 67.45 | 89.58 | 78.90 | 79.91 | 100.81 | 90.92 |
Sub-Saharan Africa | 119.23 | 143.85 | 132.52 | 27.53 | 31.92 | 29.84 | 33.15 | 39.83 | 36.71 | 58.55 | 72.10 | 65.98 |
Southern Sub-Saharan Africa | 84.97 | 92.68 | 89.75 | 12.45 | 13.54 | 13.07 | 14.44 | 16.11 | 15.45 | 58.08 | 63.02 | 61.22 |
Central Sub-Saharan Africa | 24.71 | 31.60 | 28.73 | 8.91 | 9.37 | 9.17 | 3.94 | 5.66 | 4.95 | 11.85 | 16.56 | 14.61 |
Western Sub-Saharan Africa | 143.71 | 186.12 | 165.99 | 39.73 | 48.85 | 44.52 | 45.70 | 59.74 | 53.07 | 58.28 | 77.52 | 68.40 |
Eastern Sub-Saharan Africa | 126.36 | 153.77 | 141.04 | 22.82 | 27.65 | 25.36 | 31.92 | 38.34 | 35.33 | 71.63 | 87.78 | 80.35 |
GBD super region | 1990 | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
All vision loss | Moderate visual loss | Severe visual loss | Blindness | |||||||||
Male | Female | Both | Male | Female | Both | Male | Female | Both | Male | Female | Both | |
Southeast Asia, East Asia, and Oceania | 1221.59 | 1496.69 | 1373.55 | 739.35 | 852.70 | 800.69 | 135.50 | 156.37 | 146.64 | 346.74 | 487.62 | 426.22 |
Oceania | 2297.57 | 2629.18 | 2467.72 | 1548.90 | 1679.19 | 1614.75 | 395.32 | 424.92 | 410.72 | 353.34 | 525.07 | 442.25 |
Southeast Asia | 2767.36 | 3386.32 | 3110.31 | 1575.84 | 1740.44 | 1664.78 | 411.57 | 455.46 | 436.07 | 779.96 | 1190.42 | 1009.46 |
East Asia | 732.75 | 927.31 | 848.08 | 482.83 | 589.74 | 545.54 | 46.43 | 65.96 | 58.28 | 203.50 | 271.61 | 244.26 |
High-income | 337.49 | 406.12 | 381.85 | 240.87 | 308.10 | 284.13 | 65.30 | 68.05 | 67.17 | 31.32 | 29.97 | 30.56 |
Australasia | 340.31 | 363.76 | 356.57 | 249.85 | 280.16 | 269.62 | 39.24 | 41.04 | 40.55 | 51.22 | 42.56 | 46.40 |
High-income Asia Pacific | 297.35 | 322.03 | 313.83 | 195.18 | 238.33 | 222.46 | 67.96 | 48.95 | 56.79 | 34.21 | 34.75 | 34.58 |
Western Europe | 395.25 | 476.12 | 448.19 | 293.36 | 366.24 | 341.43 | 75.49 | 82.77 | 79.96 | 26.39 | 27.11 | 26.80 |
High-income North America | 243.57 | 316.77 | 289.16 | 167.77 | 237.10 | 210.76 | 49.24 | 54.82 | 52.76 | 26.56 | 24.85 | 25.65 |
Southern Latin America | 541.28 | 576.33 | 564.67 | 370.33 | 410.84 | 396.09 | 70.62 | 81.33 | 77.07 | 100.34 | 84.16 | 91.51 |
Central Europe, Eastern Europe, and Central Asia | 475.97 | 595.93 | 556.50 | 348.74 | 450.99 | 416.73 | 63.61 | 71.61 | 69.30 | 63.63 | 73.33 | 70.46 |
Central Asia | 1107.74 | 1283.61 | 1219.74 | 813.69 | 949.88 | 899.72 | 156.74 | 176.32 | 169.48 | 137.31 | 157.41 | 150.53 |
Central Europe | 360.98 | 422.95 | 399.38 | 283.17 | 346.78 | 322.32 | 41.90 | 41.44 | 41.79 | 35.90 | 34.73 | 35.27 |
Eastern Europe | 432.33 | 571.44 | 531.04 | 304.24 | 423.94 | 388.21 | 60.57 | 69.57 | 67.41 | 67.51 | 77.94 | 75.41 |
Latin America and Caribbean | 1122.22 | 1132.29 | 1128.17 | 655.30 | 665.01 | 660.20 | 140.85 | 131.76 | 136.00 | 326.07 | 335.52 | 331.97 |
Andean Latin America | 1809.63 | 1722.47 | 1764.55 | 1116.70 | 1068.69 | 1091.42 | 242.65 | 195.91 | 218.46 | 450.28 | 457.87 | 454.68 |
Tropical Latin America | 1087.52 | 1187.21 | 1143.56 | 635.27 | 662.95 | 649.98 | 109.01 | 115.12 | 112.66 | 343.24 | 409.14 | 380.93 |
Central Latin America | 1136.36 | 1069.67 | 1101.92 | 643.20 | 648.88 | 646.17 | 164.66 | 156.52 | 160.39 | 328.50 | 264.27 | 295.36 |
Caribbean | 661.41 | 715.59 | 690.17 | 403.06 | 428.02 | 416.00 | 82.61 | 65.61 | 73.65 | 175.74 | 221.96 | 200.52 |
North Africa and Middle East | 1554.70 | 1993.37 | 1775.75 | 977.86 | 1169.61 | 1073.53 | 210.13 | 280.60 | 245.18 | 366.71 | 543.16 | 457.04 |
South Asia | 2734.89 | 3494.36 | 3098.49 | 1517.92 | 1808.37 | 1655.57 | 406.17 | 545.79 | 473.20 | 810.79 | 1140.21 | 969.72 |
Sub-Saharan Africa | 1439.37 | 1751.23 | 1605.55 | 798.86 | 927.34 | 865.83 | 180.62 | 231.80 | 208.10 | 459.89 | 592.08 | 531.62 |
Southern Sub-Saharan Africa | 1021.92 | 1126.35 | 1082.82 | 393.45 | 439.48 | 419.40 | 87.51 | 92.83 | 90.83 | 540.95 | 594.04 | 572.60 |
Central Sub-Saharan Africa | 387.16 | 457.23 | 425.58 | 259.15 | 274.15 | 267.71 | 21.58 | 30.07 | 26.15 | 106.43 | 153.00 | 131.71 |
Western Sub-Saharan Africa | 1752.52 | 2220.28 | 1996.56 | 1066.05 | 1283.69 | 1176.49 | 229.39 | 324.79 | 279.72 | 457.08 | 611.79 | 540.35 |
Eastern Sub-Saharan Africa | 1470.36 | 1819.96 | 1651.44 | 752.89 | 901.86 | 828.90 | 195.41 | 238.53 | 217.84 | 522.06 | 679.56 | 604.70 |
GBD super region | 2019 | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
All vision loss | Moderate visual loss | Severe visual loss | Blindness | |||||||||
Male | Female | Both | Male | Female | Both | Male | Female | Both | Male | Female | Both | |
Southeast Asia, East Asia, and Oceania | 1138.48 | 1482.83 | 1327.84 | 832.36 | 1044.48 | 947.86 | 116.82 | 152.26 | 136.49 | 189.30 | 286.08 | 243.50 |
Oceania | 2315.37 | 2605.10 | 2463.23 | 1676.24 | 1802.96 | 1740.26 | 391.25 | 424.59 | 408.31 | 247.87 | 377.54 | 314.66 |
Southeast Asia | 2337.53 | 2825.38 | 2613.62 | 1581.87 | 1779.53 | 1692.06 | 340.91 | 385.08 | 366.42 | 414.75 | 660.77 | 555.14 |
East Asia | 808.10 | 1090.75 | 967.90 | 627.66 | 829.41 | 739.72 | 55.80 | 85.09 | 72.77 | 124.64 | 176.26 | 155.41 |
High-income | 331.62 | 397.74 | 370.41 | 243.53 | 310.47 | 282.59 | 63.81 | 64.59 | 64.38 | 24.28 | 22.69 | 23.44 |
Australasia | 335.48 | 371.47 | 355.89 | 254.73 | 293.55 | 276.53 | 41.55 | 44.82 | 43.41 | 39.20 | 33.11 | 35.94 |
High-income Asia Pacific | 294.05 | 320.98 | 310.34 | 203.60 | 250.25 | 230.82 | 68.09 | 48.25 | 57.06 | 22.37 | 22.48 | 22.46 |
Western Europe | 389.66 | 475.34 | 440.10 | 296.88 | 373.67 | 342.14 | 73.11 | 81.30 | 77.89 | 19.67 | 20.38 | 20.06 |
High-income North America | 248.66 | 318.48 | 288.60 | 173.81 | 243.87 | 213.67 | 48.54 | 51.98 | 50.57 | 26.31 | 22.63 | 24.35 |
Southern Latin America | 520.42 | 556.85 | 544.05 | 389.06 | 430.69 | 415.20 | 67.01 | 75.33 | 71.98 | 64.34 | 50.84 | 56.87 |
Central Europe, Eastern Europe, and Central Asia | 456.76 | 576.69 | 532.95 | 355.32 | 463.76 | 423.75 | 58.03 | 65.95 | 63.36 | 43.40 | 46.98 | 45.84 |
Central Asia | 1051.44 | 1218.98 | 1152.73 | 818.00 | 955.89 | 900.94 | 143.96 | 161.56 | 154.95 | 89.49 | 101.54 | 96.83 |
Central Europe | 358.06 | 412.79 | 391.55 | 292.18 | 351.16 | 327.95 | 40.47 | 38.12 | 39.26 | 25.40 | 23.51 | 24.34 |
Eastern Europe | 408.45 | 556.85 | 506.85 | 307.11 | 440.45 | 394.79 | 54.18 | 65.68 | 62.25 | 47.15 | 50.73 | 49.80 |
Latin America and Caribbean | 964.47 | 982.17 | 974.73 | 657.14 | 674.08 | 666.08 | 125.11 | 119.31 | 121.94 | 182.22 | 188.78 | 186.70 |
Andean Latin America | 1494.22 | 1403.73 | 1447.36 | 1062.70 | 1004.97 | 1032.11 | 213.86 | 176.85 | 194.51 | 217.66 | 221.91 | 220.74 |
Tropical Latin America | 931.80 | 1008.10 | 975.80 | 630.03 | 663.02 | 648.07 | 94.26 | 98.77 | 97.01 | 207.51 | 246.32 | 230.71 |
Central Latin America | 947.92 | 936.81 | 942.18 | 637.93 | 662.99 | 651.43 | 143.67 | 141.07 | 142.26 | 166.32 | 132.75 | 148.49 |
Caribbean | 597.46 | 639.75 | 620.33 | 413.81 | 442.50 | 429.02 | 76.81 | 61.67 | 68.62 | 106.84 | 135.57 | 122.68 |
North Africa and Middle East | 1379.67 | 1691.70 | 1534.09 | 1032.97 | 1200.01 | 1115.46 | 186.18 | 234.06 | 209.70 | 160.52 | 257.64 | 208.94 |
South Asia | 2430.63 | 2887.60 | 2663.74 | 1599.15 | 1806.21 | 1701.85 | 383.76 | 512.93 | 450.60 | 447.72 | 568.47 | 511.30 |
Sub-Saharan Africa | 1426.96 | 1684.12 | 1563.89 | 914.06 | 1058.56 | 989.78 | 187.62 | 225.09 | 207.61 | 325.28 | 400.47 | 366.50 |
Southern Sub-Saharan Africa | 817.44 | 889.83 | 860.85 | 413.84 | 449.73 | 434.35 | 81.55 | 90.98 | 87.24 | 322.05 | 349.12 | 339.26 |
Central Sub-Saharan Africa | 384.45 | 435.09 | 413.80 | 296.38 | 311.35 | 304.81 | 22.31 | 32.02 | 28.04 | 65.75 | 91.72 | 80.95 |
Western Sub-Saharan Africa | 1900.12 | 2386.00 | 2155.19 | 1317.62 | 1617.93 | 1475.13 | 258.38 | 337.21 | 299.77 | 324.13 | 430.86 | 380.29 |
Eastern Sub-Saharan Africa | 1336.72 | 1624.11 | 1489.44 | 758.38 | 918.89 | 842.86 | 180.81 | 217.38 | 200.28 | 397.54 | 487.84 | 446.30 |