The impact of management practices on employee productivity: A field experiment with airline captains

GK Gosnell, JA List… - Journal of Political …, 2020 - journals.uchicago.edu
Increasing evidence indicates the importance of management in determining firms'
productivity. Yet causal evidence regarding the effectiveness of management practices is …

Airline fuel usage and carbon emissions: Determining factors

JK Brueckner, C Abreu - Journal of Air Transport Management, 2017 - Elsevier
Using annual data on individual US airlines over the 1995–2015 period, this paper presents
regression results relating an airline's total fuel usage to seven variables: the available ton …

A new approach to an age-old problem: Solving externalities by incenting workers directly

GK Gosnell, JA List, R Metcalfe - 2016 - nber.org
Understanding motivations in the workplace remains of utmost import as economies around
the world rely on increases in labor productivity to foster sustainable economic growth. This …

Fuel consumption prediction for pre-departure flights using attention-based multi-modal fusion

Y Lin, D Guo, Y Wu, L Li, EQ Wu, W Ge - Information Fusion, 2024 - Elsevier
Improper fuel loading decision results in carrying excessive dead weight during flight
operation, which will burden the airline operation cost and cause extra waste emission …

[HTML][HTML] Modeling of aircraft fuel consumption using machine learning algorithms

S Baumann, U Klingauf - CEAS Aeronautical Journal, 2020 - Springer
With the aid of recording systems such as the flight data recorder, information from aircraft
sensors can be transmitted in-situ to airlines or maintenance providers during the flight in …

Flight time prediction for fuel loading decisions with a deep learning approach

X Zhu, L Li - Transportation Research Part C: Emerging …, 2021 - Elsevier
Under increasing economic and environmental pressure, airlines are constantly seeking
new technologies and optimizing flight operations to reduce fuel consumption. However, the …

[PDF][PDF] Benefits of aviation weather services: A review of international literature

KA Anaman, R Quaye… - Research in World …, 2017 - researchgate.net
This paper presents a summary of the international literature published on the benefits of
aviation weather services. Aviation operations are highly sensitive to weather conditions …

[HTML][HTML] Flight performance analysis with data-driven mission parameterization: mapping flight operational data to aircraft performance analysis

Y Lyu, RP Liem - Transportation Engineering, 2020 - Elsevier
This paper develops a hybrid data-driven physics-based model, which maps flight
operational data to aircraft performance analysis, in order to estimate aircraft fuel …

Reviewing the DATAS of aviation research data: Diversity, availability, tractability, applicability, and sources

MZ Li, MS Ryerson - Journal of Air Transport Management, 2019 - Elsevier
The field of aviation research is entering the era of big data. While data-driven
advancements in aviation have clearly brought about applicable models and results with …

Probabilistic aircraft trajectory prediction in cruise flight considering ensemble wind forecasts

A Franco, D Rivas, A Valenzuela - Aerospace science and technology, 2018 - Elsevier
The problem of aircraft trajectory prediction subject to wind uncertainty is addressed. In
particular, a probabilistic analysis of aircraft flight time and fuel consumption in cruise flight is …