Statistical Data Analyses on Aircraft Accidents in Japan: Occurrences, Causes and Countermeasures

Kunimitsu Iwadare; Tatsuo Oyama

doi:10.4236/ajor.2015.53018

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American Journal of Operations Research > Vol.5 No.3, May 2015

Statistical Data Analyses on Aircraft Accidents in Japan: Occurrences, Causes and Countermeasures ()

Kunimitsu Iwadare, Tatsuo Oyama

National Graduate Institute for Policy Studies (GRIPS) 7-22-1 Roppongi Minato-ku, Tokyo, Japan.

DOI: 10.4236/ajor.2015.53018 PDF HTML 3,587 Downloads 4,501 Views Citations

Abstract

We investigate the major characteristics of the occurrences, causes of and counter measures for aircraft accidents in Japan. We apply statistical data analysis and mathematical modeling techniques to determine the relations among economic growth, aviation demand, the frequency of aircraft/helicopter accidents, the major characteristics of the occurrence intervals of accidents, and the number of fatalities due to accidents. The statistical model analysis suggests that the occurrence intervals of accidents and the number of fatalities can be explained by probability distributions such as the exponential distribution and the negative binomial distribution, respectively. We show that countermeasures for preventing accidents have been developed in every aircraft model, and thus they have contributed to a significant decrease in the number of accidents in the last three decades. We find that the major cause of accidents involving large airplanes has been weather, while accidents involving small airplanes and helicopters are mainly due to the pilot error. We also discover that, with respect to accidents mainly due to pilot error, there is a significant decrease in the number of accidents due to the aging of airplanes, whereas the number of accidents due to weather has barely declined. We further determine that accidents involving small and large airplanes mostly occur during takeoff and landing, whereas those involving helicopters are most likely to happen during flight. In order to decrease the number of accidents, i) enhancing safety and security by further developing technologies for aircraft, airports and air control radars, ii) establishing and improving training methods for crew including pilots, mechanics and traffic controllers, iii) tightening public rules, and iv) strengthening efforts made by individual aviation-related companies are absolutely necessary.

Keywords

Statistical Data Analysis, Aircraft Accidents, Causes of Aircraft Accidents, Accident-Prevention Measures, Mathematical Model Analysis, Exponential Distribution, Negative Binomial Distribution

Share and Cite:

Iwadare, K. and Oyama, T. (2015) Statistical Data Analyses on Aircraft Accidents in Japan: Occurrences, Causes and Countermeasures. American Journal of Operations Research, 5, 222-245. doi: 10.4236/ajor.2015.53018.

Conflicts of Interest

The authors declare no conflicts of interest.

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