Introduction
Methods
Data sources
Definitions
Statistical analyses
Uncertainty interval
Results
region | YLDs
(in thousands) | YLLs
(in thousands) | DALYs
(in thousands) | ||||||
---|---|---|---|---|---|---|---|---|---|
1990 | 2019 | % change | 1990 | 2019 | % change | 1990 | 2019 | % change | |
Global | |||||||||
Male | 1741.00(1257.88 to 2303.57) | 4021.93(2903.65 to 5335.61) | 131.01 | 9459.51(8850.56 to 10,238.32) | 17,958.18(16,654.70 to 19,565.50) | 89.84 | 11,200.51(10,402.02 to 12,151.42) | 21,980.11(20,140.02 to 23,965.10) | 96.24 |
Female | 2136.55(1543.68 to 2754.34) | 4724.57(3429.29 to 6179.89) | 121.13 | 8167.50(7550.21 to 8778.44) | 14,833.90(13,467.77 to 16,117.36) | 81.62 | 10,304.06(9457.91 to 11,216.13) | 19,558.48(17,699.94 to 21,467.98) | 89.81 |
Both | 3877.55(2790.33 to 5063.93) | 8746.51(6320.23 to 11,508.24) | 125.57 | 17,627.02(16,596.25 to 18,589.76) | 32,792.08(30,450.91 to 35,049.54) | 86.03 | 21,504.57(20,039.12 to 23,065.78) | 41,538.59(38,291.81 to 45,037.86) | 93.16 |
HICs | |||||||||
Male | 410.85(302.26 to 536.35) | 814.79(598.87 to 1060.79) | 98.32 | 1170.13(1137.44 to 1192.65) | 2376.83(2222.72 to 2485.90) | 103.13 | 1580.98(1463.78 to 1708.95) | 3191.63(2927.57 to 3466.48) | 101.88 |
Female | 497.17(367.65 to 658.03) | 884.67(656.84 to 1153.20) | 77.94 | 1093.49(1030.47 to 1130.39) | 2165.83(1892.11 to 2343.57) | 98.07 | 1590.66(1446.26 to 1754.41) | 3050.51(2714.86 to 3374.81) | 91.78 |
Both | 908.03(668.63 to 1190.11) | 1699.47(1254.67 to 2213.26) | 87.16 | 2263.62(2168.82 to 2317.97) | 4542.67(4116.75 to 4812.88) | 100.68 | 3171.64(2920.57 to 3460.03) | 6242.13(5661.99 to 6839.95) | 96.81 |
LICs | |||||||||
Male | 64.78(45.86 to 86.48) | 183.03(128.83 to 243.54) | 182.56 | 812.62(705.35 to 915.27) | 1374.18(1155.57 to 1633.83) | 69.11 | 877.40(771.03 to 981.89) | 1557.22(1324.61 to 1816.35) | 77.48 |
Female | 86.82(62.37 to 114.16) | 236.24(170.14 to 308.59) | 172.11 | 725.37(579.46 to 886.26) | 1123.96(956.11 to 1317.79) | 54.95 | 812.19(666.47 to 978.52) | 1360.20(1168.36 to 1567.74) | 67.47 |
Both | 151.60(108.49 to 199.48) | 419.28(301.72 to 551.00) | 176.58 | 1537.99(1323.56 to 1736.06) | 2498.14(2131.37 to 2923.69) | 62.43 | 1689.59(1467.73 to 1895.09) | 2917.41(2511.73 to 3337.37) | 72.67 |
Lower MICs | |||||||||
Male | 582.07(412.90 to 764.46) | 1435.35(1022.53 to 1884.88) | 146.59 | 4102.25(3652.28 to 4877.33) | 8296.79(7396.62 to 9441.35) | 102.25 | 4684.32(4232.22 to 5461.27) | 9732.14(8727.25 to 10,944.03) | 107.76 |
Female | 679.46(485.04 to 888.82) | 1716.13(1227.10 to 2237.84) | 152.57 | 3402.13(2905.25 to 3892.33) | 6549.77(5624.24 to 7307.56) | 92.52 | 4081.59(3548.37 to 4611.32) | 8265.90(7261.02 to 9217.41) | 102.52 |
Both | 1261.53(894.56 to 1645.02) | 3151.48(2258.15 to 4109.39) | 149.81 | 7504.37(6712.65 to 8256.48) | 14,846.56(13,448.78 to 16,241.31) | 97.84 | 8765.91(7935.09 to 9641.47) | 17,998.04(16,344.91 to 19,659.97) | 105.32 |
Upper MICs | |||||||||
Male | 682.27(491.68 to 914.77) | 1586.01(1117.03 to 2119.58) | 132.46 | 3368.40(3075.84 to 3669.85) | 5897.67(5272.58 to 6534.90) | 75.09 | 4050.67(3687.01 to 4402.69) | 7483.69(6751.81 to 8336.16) | 84.75 |
Female | 871.74(631.51 to 1141.58) | 1884.09(1367.00 to 2491.20) | 116.13 | 2941.26(2679.18 to 3217.92) | 4983.55(4468.38 to 5549.00) | 69.44 | 3813.00(3424.11 to 4186.28) | 6867.63(6115.64 to 7687.36) | 80.11 |
Both | 1554.01(1120.48 to 2050.69) | 3470.10(2493.95 to 4600.83) | 123.30 | 6309.66(5880.61 to 6755.34) | 10,881.22(9964.84 to 11,836.99) | 72.45 | 7863.67(7212.38 to 8502.03) | 14,351.32(13,002.53 to 15,772.42) | 82.50 |
region | Age-standardized YLD rate per 100,000 persons | Age-standardized YLL rate per 100,000 persons | Age-standardized DALY rate per 100,000 persons | ||||||
---|---|---|---|---|---|---|---|---|---|
1990 | 2019 | % change | 1990 | 2019 | % change | 1990 | 2019 | % change | |
Global | |||||||||
Male | 83.06(60.14 to 108.94) | 104.03(75.56 to 137.05) | 25.25 | 454.55(426.04 to 488.90) | 470.20(435.54 to 510.93) | 3.44 | 537.61(499.52 to 580.01) | 574.23(527.52 to 625.27) | 6.81 |
Female | 91.65(66.14 to 118.85) | 113.13(81.95 to 147.68) | 23.44 | 352.04(328.69 to 377.34) | 350.49(318.55 to 380.64) | −0.44 | 443.69(409.36 to 481.56) | 463.61(419.34 to 509.95) | 4.49 |
Both | 87.22(63.28 to 113.54) | 108.40(78.51 to 142.56) | 24.29 | 397.25(375.73 to 417.52) | 406.46(377.87 to 434.14) | 2.32 | 484.46(452.28 to 518.67) | 514.86(474.91 to 558.86) | 6.27 |
HICs | |||||||||
Male | 78.05(57.23 to 101.71) | 92.63 (68.01 to 121.51) | 18.67 | 227.74 (220.16 to 232.59) | 243.88 (229.00 to 255.59) | 7.09 | 305.79 (283.57 to 330.59) | 336.51 (306.59 to 367.35) | 10.04 |
Female | 75.28(55.46 to 98.47) | 87.77 (64.41 to 114.01) | 16.60 | 152.35 (144.34 to 157.22) | 169.67 (154.42 to 181.29) | 11.37 | 227.63 (206.55 to 251.60) | 257.44 (229.34 to 286.27) | 13.10 |
Both | 76.35(56.27 to 99.56) | 89.85 (66.04 to 117.20) | 17.69 | 183.46 (176.01 to 187.86) | 203.08 (187.90 to 213.86) | 10.69 | 259.81 (238.45 to 283.93) | 292.93 (263.61 to 322.94) | 12.75 |
LICs | |||||||||
Male | 61.50(44.10 to 80.97) | 81.40(58.54 to 108.12) | 32.35 | 834.31(734.05 to 920.96) | 701.47(607.71 to 807.96) | −15.92 | 895.81(795.47 to 989.35) | 782.87(682.59 to 899.47) | −12.61 |
Female | 77.61(56.39 to 101.50) | 97.51(71.57 to 126.69) | 25.65 | 641.19(540.91 to 773.77) | 518.89(450.09 to 600.83) | −19.07 | 718.80(614.24 to 852.54) | 616.40(538.21 to 704.61) | −14.25 |
Both | 69.97(50.87 to 91.78) | 89.95(65.58 to 117.75) | 28.56 | 732.18(651.61 to 822.89) | 602.30(523.74 to 689.61) | −17.74 | 802.15(716.50 to 893.68) | 692.25(605.14 to 785.67) | −13.70 |
Lower MICs | |||||||||
Male | 86.95(62.24 to 113.19) | 108.85(78.37 to 142.55) | 25.20 | 630.85(565.26 to 744.67) | 651.12(579.51 to 739.73) | 3.21 | 717.80(650.34 to 835.60) | 759.97(681.95 to 856.46) | 5.88 |
Female | 97.80(70.30 to 127.70) | 123.26(88.95 to 160.66) | 26.04 | 508.15(441.45 to 572.10) | 491.88(423.51 to 548.00) | −3.20 | 605.95(531.23 to 677.46) | 615.15(541.46 to 684.47) | 1.52 |
Both | 92.29(66.32 to 120.32) | 116.05(83.44 to 151.12) | 25.75 | 567.85(514.72 to 621.02) | 568.67(515.93 to 621.51) | 0.14 | 660.14(601.55 to 723.28) | 684.72(623.56 to 746.12) | 3.72 |
Upper MICs | |||||||||
Male | 82.65(59.61 to 109.30) | 104.87(74.89 to 140.33) | 26.89 | 417.83(381.07 to 456.87) | 391.98(351.77 to 433.27) | −6.19 | 500.48(456.39 to 545.26) | 496.86(449.34 to 551.52) | −0.72 |
Female | 95.10(68.56 to 124.85) | 116.28(83.74 to 153.68) | 22.28 | 332.04(302.90 to 362.72) | 291.19(261.08 to 324.08) | −12.30 | 427.14(385.04 to 470.83) | 407.47(361.69 to 454.97) | −4.61 |
Both | 88.69(64.44 to 116.99) | 110.37(79.29 to 146.64) | 24.45 | 369.16(344.16 to 395.66) | 337.18(308.47 to 366.80) | −8.66 | 457.84(419.92 to 494.42) | 447.55(405.38 to 493.01) | −2.25 |
region | Age-standardized YLD rate per 100,000 persons | Age-standardized YLL rate per 100,000 persons | Age-standardized DALY rate per 100,000 persons | |||
---|---|---|---|---|---|---|
AAPC | P-Value | AAPC | P-Value | AAPC | P-Value | |
Global | ||||||
Male | 1.1(1.0 to 1.3) | < 0.001 | 0.2(0.1 to 0.3) | < 0.001 | 0.3(0.3 to 0.4) | < 0.001 |
Female | 1.1(1.0 to 1.2) | < 0.001 | 0.0 (−0.1 to 0.0) | 0.330 | 0.2(0.1 to 0.3) | < 0.001 |
Both | 1.1(1.0 to 1.2) | < 0.001 | 0.1(0.0 to 0.2) | 0.006 | 0.3(0.2 to 0.4) | < 0.001 |
HICs | ||||||
Male | 0.7(0.6 to 0.8) | < 0.001 | 0.4(0.4 to 0.5) | < 0.001 | 0.5(0.4 to 0.6) | < 0.001 |
Female | 0.6(0.4 to 0.7) | < 0.001 | 0.6(0.5 to 0.6) | < 0.001 | 0.6(0.5 to 0.7) | < 0.001 |
Both | 0.6(0.5 to 0.8) | < 0.001 | 0.6(0.5 to 0.6) | < 0.001 | 0.6(0.5 to 0.7) | < 0.001 |
LICs | ||||||
Male | 1.0(0.9 to 1.1) | < 0.001 | − 0.6(− 0.6 to − 0.6) | < 0.001 | − 0.5(− 0.5 to − 0.5) | < 0.001 |
Female | 0.8(0.7 to 0.9) | < 0.001 | − 0.7(− 0.8 to − 0.7) | < 0.001 | − 0.5(− 0.6 to − 0.5) | < 0.001 |
Both | 0.9(0.8 to 1.0) | < 0.001 | − 0.7(− 0.7 to − 0.7) | < 0.001 | − 0.5(− 0.6 to − 0.5) | < 0.001 |
Lower MICs | ||||||
Male | 1.1(0.9 to 1.3) | < 0.001 | 0.1(0.0 to 0.3) | 0.054 | 0.3(0.1 to 0.4) | 0.001 |
Female | 1.0(0.9 to 1.1) | < 0.001 | − 0.2(− 0.3 to − 0.1) | < 0.001 | 0.0 (0.0 to 0.1) | 0.507 |
Both | 1.1(0.9 to 1.2) | < 0.001 | 0.0 (− 0.1 to 0.1) | 0.800 | 0.2(0.0 to 0.3) | 0.006 |
Upper MICs | ||||||
Male | 1.4(1.2 to 1.6) | < 0.001 | − 0.2(− 0.2 to − 0.1) | < 0.001 | 0.1(0.1 to 0.2) | 0.001 |
Female | 1.3(1.1 to 1.5) | < 0.001 | −0.5(− 0.6 to − 0.4) | < 0.001 | 0.0 (− 0.1 to 0.1) | 0.443 |
Both | 1.4(1.2 to 1.5) | < 0.001 | − 0.3(− 0.4 to − 0.2) | < 0.001 | 0.1(0.0 to 0.1) | 0.150 |
region | 1990PAF | 2019PAF | % change | AAPC | P-Value |
---|---|---|---|---|---|
Global | |||||
High temperature | −0.07(−4.44 to 2.70) | 0.53(−1.52 to 2.05) | −903.97(− 1125.73 to 1395.84) | – | – |
Low temperature | 4.55(2.60 to 6.43) | 3.97(2.15 to 5.60) | −12.71(−25.62 to 1.70) | − 0.6(− 0.7 to − 0.5) | < 0.001 |
Lead exposure | 3.16(1.90 to 4.63) | 2.92(1.70 to 4.33) | −7.60(− 13.74 to −3.33) | − 0.2(− 0.4 to − 0.1) | 0.003 |
Diet high in sodium | 6.65(2.12 to 13.92) | 6.11(1.50 to 13.95) | −8.20(− 34.98 to 1.56) | − 0.2(− 0.3 to − 0.2) | < 0.001 |
High fasting plasma glucose | 29.15(24.92 to 33.18) | 30.89(26.49 to 34.95) | 5.99(1.48 to 9.25) | 0.2(0.2 to 0.3) | < 0.001 |
High systolic blood pressure | 47.48(42.63 to 52.14) | 51.36(45.96 to 56.42) | 8.17(4.17 to 11.30) | 0.3(0.3 to 0.3) | < 0.001 |
High body-mass index | 15.80(8.35 to 25.53) | 26.46(16.69 to 37.46) | 67.48(42.97 to 105.85) | 1.9(1.8 to 1.9) | < 0.001 |
HICs | |||||
High temperature | 0.06 (−0.37 to 0.30) | 0.22(− 0.36 to 0.59) | 248.12(− 1088.38 to 1044.41) | – | – |
Low temperature | 6.47 (3.83 to 9.26) | 5.99(3.53 to 8.53) | −7.33(− 14.91 to 3.27) | − 0.4(− 0.5 to − 0.3) | < 0.001 |
Lead exposure | 1.70 (0.57 to 3.08) | 1.28(0.34 to 2.57) | −24.61(−42.43 to − 16.04) | −1.0(− 1.1 to − 0.8) | < 0.001 |
Diet high in sodium | 5.46 (1.22 to 13.14) | 4.73(0.57 to 12.79) | − 13.34(− 55.06 to − 1.63) | − 0.7(− 0.7 to − 0.6) | < 0.001 |
High fasting plasma glucose | 27.10 (22.85 to 31.16) | 30.67(26.07 to 34.97) | 13.14(9.99 to 16.45) | 0.4(0.3 to 0.5) | < 0.001 |
High systolic blood pressure | 57.45 (51.66 to 62.62) | 54.68(49.03 to 60.1) | −4.82(−6.9 to − 2.81) | − 0.3(− 0.3 to − 0.2) | < 0.001 |
High body-mass index | 27.88 (16.65 to 40.47) | 36.3(24.02 to 49.32) | 30.23(18.03 to 51.6) | 0.9(0.8 to 1.0) | < 0.001 |
LICs | |||||
High temperature | − 0.02(− 7.62 to 4.55) | 0.63(− 3.67 to 2.40) | − 3026.12(− 877.52 to 676.46) | – | – |
Low temperature | 3.71(1.90 to 5.38) | 3.24(1.46 to 4.93) | − 12.62(− 26.55 to 5.47) | –0.6(–0.7 to –0.5) | < 0.001 |
Lead exposure | 3.66(2.29 to 5.20) | 3.73(2.34 to 5.24) | 1.73(− 6.07 to 8.71) | 0.0(-0.1 to 0.2) | 0.474 |
Diet high in sodium | 5.71(0.86 to 15.00) | 4.92(0.48 to 14.20) | −13.83(− 51.75 to − 1.40) | −0.6(−0.6 to −0.6) | < 0.001 |
High fasting plasma glucose | 28.49(23.32 to 33.25) | 29.15(24.25 to 33.42) | 2.31(− 2.66 to 6.55) | 0.1(0.0 to 0.1) | < 0.001 |
High systolic blood pressure | 48.85(43.66 to 54.11) | 52.62(47.37 to 57.61) | 7.72(0.82 to 11.89) | 0.3(0.2 to 0.3) | < 0.001 |
High body-mass index | 10.94(4.62 to 20.08) | 18.64(10.40 to 28.84) | 70.37(40.14 to 133.32) | 2.0(1.8 to 2.2) | < 0.001 |
Lower MICs | |||||
High temperature | −0.14(−8.82 to 5.31) | 0.90(− 2.38 to 3.56) | − 729.61(− 1321.80 to 1093.38) | – | – |
Low temperature | 2.59(0.50 to 4.49) | 2.56(0.23 to 4.52) | −1.32(− 50.39 to 36.88) | −0.4(−0.6 to −0.2) | < 0.001 |
Lead exposure | 4.20(2.79 to 5.79) | 3.97(2.60 to 5.50) | − 5.35(− 11.02 to − 0.82) | −0.2(−0.4 to −0.1) | 0.012 |
Diet high in sodium | 5.15(0.98 to 12.41) | 4.97(0.62 to 12.68) | −3.53(− 39.12 to 4.48) | −0.1(−0.1 to 0.0) | < 0.001 |
High fasting plasma glucose | 30.02(25.17 to 34.53) | 32.52(27.66 to 37.00) | 8.33(3.62 to 12.33) | 0.3(0.3 to 0.4) | < 0.001 |
High systolic blood pressure | 48.13(43.14 to 53.29) | 51.82(46.08 to 57.17) | 7.66(2.87 to 11.00) | 0.3(0.3 to 0.3) | < 0.001 |
High body-mass index | 11.18(5.19 to 19.70) | 23.68(14.51 to 34.14) | 111.83(66.28 to 196.48) | 2.7(2.7 to 2.8) | < 0.001 |
Upper MICs | |||||
High temperature | −0.03(−1.47 to 0.82) | 0.21(−0.67 to 0.77) | −858.03(− 1391.68 to 1289.47) | – | – |
Low temperature | 5.83(3.17 to 8.40) | 4.79(2.78 to 6.75) | −17.73(−26.50 to −3.66) | − 0.8(−0.9 to −0.7) | < 0.001 |
Lead exposure | 3.07(1.82 to 4.52) | 2.90(1.67 to 4.37) | −5.67(− 11.73 to − 0.70) | 0.0(-0.1 to 0.2) | 0.846 |
Diet high in sodium | 9.49(3.90 to 17.23) | 8.74(3.05 to 17.12) | −7.83(− 30.95 to 5.14) | − 0.1(-0.2 to 0.0) | 0.041 |
High fasting plasma glucose | 31.37(27.18 to 35.03) | 31.79(27.68 to 35.63) | 1.35(− 2.72 to 5.80) | 0.1(0.0 to 0.1) | < 0.001 |
High systolic blood pressure | 45.87(40.97 to 50.79) | 53.64(48.10 to 59.04) | 16.94(12.55 to 22.01) | 0.6(0.6 to 0.7) | < 0.001 |
High body-mass index | 16.71(8.67 to 27.05) | 29.01(18.14 to 41.21) | 73.58(48.84 to 113.01) | 1.9(1.9 to 2.0) | < 0.001 |