α-Method of Air Traffic Controllers’ Preference System Specification Over Typical Mistakes Severities

2021 ◽  
pp. 679-685
Author(s):  
Oleksii Reva ◽  
Volodymyr Kamyshyn ◽  
Serhii Borsuk ◽  
Andrei Nevynitsyn
Author(s):  
O. M. Reva ◽  
V. V. Kamyshуn ◽  
V. A. Shulgin ◽  
A. V. Nevynitsyn

The systems of advantages of aviation operators of the “front line” on the indicators and characteristics of their professional activities is one of the indicators demonstrating the influence of the human factor on decision-making, and, consequently, on the “attitude towards dangerous actions or conditions”, which, in its turn, is one of the components of the current ICAO safety paradigm. The preference system is understood as an ordered series of the specified indicators and characteristics from the most dangerous to the least dangerous, including errors that can be made by air traffic controllers. Group systems of advantages have a number of properties (peculiarities of the prevailing in a particular society — control shift — opinions on the perception of threats and hazards, the influence of the attitude of instructor personnel to threats and dangers and the technology to overcome them, statistics of aviation accidents and serious incidents in the area of responsibility, etc.) that are desirable to take into account in the safety management process and that are found by aggregating individual systems of benefits. This aggregation occurs using strategies for making group decisions, from which one should point to the strategy of summing and averaging ranks, which is riskier, but allows establishing the degree of consistency of opinions using the Kendall concordance coefficient. An important strategy is based on the classical Savage decision-making criteria, which has an optimization content and allows minimizing deviations in opinions regarding the dangers of mistakes of both the majority and the minority of the group members. The Kemeny’s median has a pronounced nonparametric optimization content, but it is almost never used in studies of the influence of the human factor on decision making in aviation systems. Individual systems of preferences of m=37 air traffic controllers on the spectrum of n=21 characteristic errors were constructed by them using the usual method of pairwise comparisons and normative establishment of a part of the total hazard. The use of the technology for detecting and filtering out marginal thoughts — individual systems of advantages, which significantly differ from the general group, made it possible to distinguish a subgroup mA=26 with a high level of intragroup consistency of opinions: the coefficient of concordance is W=0.7144 and is statistically significant at a high level of significance a=1%. Individual preference systems of members of the mА subgroup were used to implement the heuristic algorithm and construct the desired Kemeny’s median, which improves the consistent preference system and has an unusually high coincidence with the group advantage systems obtained using other group decision strategies: the average value of Spearman’s rank correlation coefficient in 7 times increased its minimum acceptable value.


Author(s):  
O.M. Reva ◽  
V.V. Kamyshin V.V. ◽  
A.V. Nevynitsyn ◽  
V.A. Shulgin

The advantage systems of air traffic controllers as operators of the “front line”, which are directly responsible for ensuring the appropriate level of flight safety, are considered as a component of their decision making, determines, on the one hand, the influence of the human factor on the choice they make, and on the other hand, makes this choice much easier. The use of paired comparisons and determination of part of the total comparative danger as a way of establishing the systems of benefits of professional air traffic controllers on the spectrum of the characteristic errors that they make in the process of professional activity are substantiated. For the first time, the total risk of a pair of errors is determined in an absolute and unique by quasi metric features 100-point scale, and their separate contribution to this danger covers the entire continuum of the scale. In contrast to the traditional practice, which regulates part of the total danger, it allowed for a more differentiated assessment of the comparative dangers of errors. Using the traditional and the proposed method, group systems of advantages of air traffic controllers on the studied range of errors, which are almost identical, are constructed: Spearman’s rank correlation coefficient is equal to the value. The Kendall concordance coefficient calculated for the group preference system constructed in the traditional way is equal to and statistically reliable, and therefore the corresponding preference system is consistent. The coefficient of concordance calculated for the group system of benefits based on the application of the proposed differential approach to the pairwise comparison of the dangers of errors is almost twice greater, equal to the value and statistically reliable at a high level of significance. This indicates both the consistency of the opinions of the subjects and the high efficiency of the proposed differential approach.


Author(s):  
O. M. Reva ◽  
V. V. Kamyshin ◽  
S. P. Borsuk ◽  
V. A. Shulhin ◽  
A. V. Nevynitsyn

The negative and persistent impact of the human factor on the statistics of aviation accidents and serious incidents makes proactive studies of the attitude of “front line” aviation operators (air traffic controllers, flight crewmembers) to dangerous actions or professional conditions as a key component of the current paradigm of ICAO safety concept. This “attitude” is determined through the indicators of the influence of the human factor on decision-making, which also include the systems of preferences of air traffic controllers on the indicators and characteristics of professional activity, illustrating both the individual perception of potential risks and dangers, and the peculiarities of generalized group thinking that have developed in a particular society. Preference systems are an ordered (ranked) series of n = 21 errors: from the most dangerous to the least dangerous and characterize only the danger preference of one error over another. The degree of this preference is determined only by the difference in the ranks of the errors and does not answer the question of how much time one error is more dangerous in relation to another. The differential method for identifying the comparative danger of errors, as well as the multistep technology for identifying and filtering out marginal opinions were applied. From the initial sample of m = 37 professional air traffic controllers, two subgroups mB=20 and mG=7 people were identified with statisti-cally significant at a high level of significance within the group consistency of opinions a = 1%. Nonpara-metric optimization of the corresponding group preference systems resulted in Kemeny’s medians, in which the related (middle) ranks were missing. Based on these medians, weighted coefficients of error hazards were determined by the mathematical prioritization method. It is substantiated that with the ac-cepted accuracy of calculations, the results obtained at the second iteration of this method are more ac-ceptable. The values of the error hazard coefficients, together with their ranks established in the preference systems, allow a more complete quantitative and qualitative analysis of the attitude of both individual air traffic controllers and their professional groups to hazardous actions or conditions.


Aerospace ◽  
2021 ◽  
Vol 8 (7) ◽  
pp. 170
Author(s):  
Ricardo Palma Fraga ◽  
Ziho Kang ◽  
Jerry M. Crutchfield ◽  
Saptarshi Mandal

The role of the en route air traffic control specialist (ATCS) is vital to maintaining safety and efficiency within the National Airspace System (NAS). ATCSs must vigilantly scan the airspace under their control and adjacent airspaces using an En Route Automation Modernization (ERAM) radar display. The intent of this research is to provide an understanding of the expert controller visual search and aircraft conflict mitigation strategies that could be used as scaffolding methods during ATCS training. Interviews and experiments were conducted to elicit visual scanning and conflict mitigation strategies from the retired controllers who were employed as air traffic control instructors. The interview results were characterized and classified using various heuristics. In particular, representative visual scanpaths were identified, which accord with the interview results of the visual search strategies. The highlights of our findings include: (1) participants used systematic search patterns, such as circular, spiral, linear or quadrant-based, to extract operation-relevant information; (2) participants applied an information hierarchy when aircraft information was cognitively processed (altitude -> direction -> speed); (3) altitude or direction changes were generally preferred over speed changes when imminent potential conflicts were mitigated. Potential applications exist in the implementation of the findings into the training curriculum of candidates.


2021 ◽  
Vol 96 ◽  
pp. 102105
Author(s):  
Marta Makara-Studzińska ◽  
Maciej Załuski ◽  
Joanna Biegańska-Banaś ◽  
Ernest Tyburski ◽  
Paweł Jagielski ◽  
...  

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