Research Article
An Artificial Neural Networks Approach to Estimate Occupational Accident: A National Perspective for Turkey
Table 1
The annual distribution of the occupational accident data in Turkey between the years 1970 and 2012.
| | Year | Number of insured workers | Number of workplaces | Number of occupational accidents | Deaths resulting from occupational accidents | Permanent incapacities resulting from occupational accidents |
| | 1970 | 1.313.500 | 109.391 | 144.483 | 679 | 2480 | | 1971 | 1.404.816 | 154.812 | 148.822 | 583 | 2574 | | 1972 | 1.525.012 | 174.344 | 160.585 | 682 | 2359 | | 1973 | 1.649.079 | 184.427 | 176.993 | 822 | 2372 | | 1974 | 1.799.998 | 195.929 | 180.375 | 983 | 2643 | | 1975 | 1.823.338 | 205.441 | 182.601 | 855 | 2560 | | 1976 | 2.017.875 | 216.941 | 196.341 | 947 | 2659 | | 1977 | 2.191.251 | 229.198 | 199.961 | 1.135 | 3123 | | 1978 | 2.206.056 | 231.130 | 193.998 | 975 | 2841 | | 1979 | 2.152.411 | 239.225 | 186.089 | 1.050 | 2053 | | 1980 | 2.204.807 | 241.580 | 159.600 | 1.014 | 2406 | | 1981 | 2.228.439 | 259.589 | 165.101 | 938 | 2300 | | 1982 | 2.264.788 | 273.226 | 147.118 | 831 | 1881 | | 1983 | 2.327.245 | 281.627 | 145.296 | 1.070 | 2592 | | 1984 | 2.439.016 | 294.284 | 152.650 | 885 | 2453 | | 1985 | 2.607.865 | 326.996 | 148.027 | 877 | 2549 | | 1986 | 2.815.230 | 365.514 | 150.821 | 1.108 | 2282 | | 1987 | 2.878.925 | 387.452 | 158.836 | 838 | 2483 | | 1988 | 3.140.071 | 451.662 | 171.769 | 1.163 | 2170 | | 1989 | 3.271.013 | 474.318 | 159.463 | 1.150 | 2394 | | 1990 | 3.446.502 | 514.390 | 155.857 | 1.292 | 2778 | | 1991 | 3.598.315 | 536.098 | 130.278 | 1.189 | 3334 | | 1992 | 3.796.702 | 559.184 | 139.464 | 1.583 | 3044 | | 1993 | 3.976.202 | 610.129 | 109.563 | 1.064 | 3522 | | 1994 | 4.202.616 | 691.023 | 92.087 | 1.034 | 2791 | | 1995 | 4.410.744 | 724.427 | 87.960 | 798 | 2188 | | 1996 | 4.624.330 | 759.342 | 86.807 | 1.296 | 2249 | | 1997 | 4.830.056 | 781.911 | 98.318 | 1.282 | 3445 | | 1998 | 5.299.533 | 813.010 | 91.895 | 1.094 | 2677 | | 1999 | 5.005.403 | 769.674 | 77.955 | 1.165 | 2697 | | 2000 | 5.254.125 | 753.275 | 74.847 | 731 | 1493 | | 2001 | 4.886.881 | 723.503 | 72.367 | 1.002 | 1866 | | 2002 | 5.223.283 | 727.409 | 72.344 | 872 | 1820 | | 2003 | 5.615.238 | 777.177 | 76.668 | 810 | 1451 | | 2004 | 6.181.251 | 850.928 | 83.830 | 841 | 1421 | | 2005 | 6.918.605 | 944.984 | 73.923 | 1.072 | 1374 | | 2006 | 7.818.642 | 1.036.328 | 79.027 | 1.592 | 1953 | | 2007 | 8.505.390 | 1.116.638 | 80.602 | 1.043 | 1550 | | 2008 | 8.802.989 | 1.170.248 | 72.963 | 865 | 1452 | | 2009 | 9.030.202 | 1.216.308 | 64.316 | 1.171 | 1668 | | 2010 | 10.030.810 | 1.325.749 | 62.903 | 1.444 | 1976 | | 2011 | 11.030.939 | 1.435.879 | 69.277 | 1700 | 2093 | | 2012 | 11.939.620 | 1.538.006 | 74.871 | 744 | 2036 |
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