Rank-order concordance among conflicting emissions estimates for informing flight choice

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Rank-order concordance among conflicting emissions estimates for informing flight choice

Kaivanto, Kim / Zhang, Peng

Highlights•GHG emissions estimates vary greatly, depending on the calculation method employed.•The strictest method’s estimate is up to 4.5 times larger than the most conservative.•This heterogeneity prevents industry from displaying CO2e at the point of choice.•We show that different calculation methods yield consistent rank orderings.•Point-of-choice display of flights’ CO2e ranking suffices for emissions-minimizing choice.

AbstractAir transport Greenhouse Gas (GHG) emissions estimates differ greatly, depending on the calculation method employed. Among the IPCC, ICAO, DEFRA, and BrighterPlanet calculation methods, the largest estimate may be up to 4.5 times larger than the smallest. Such heterogeneity – and ambiguity over the true estimate – confuses the consumer, undermining the credibility of emissions estimates in general. Consequently, GHG emissions estimates do not currently appear on the front page of flight search-engine results. Even where there are differences between alternative flights’ emissions, this information is unavailable to consumers at the point of choice. When external considerations rule out alternative travel-modes, the relative ranking of flight options’ GHG emissions is sufficient to inform consumers’ decision making. Whereas widespread agreement on a gold standard remains elusive, the present study shows that the principal GHG emissions calculation methods produce consistent rankings within specific route-structure classes. Hence, for many consumers, the flight identified as most GHG efficient is not sensitive to the specific calculation method employed. But unless GHG emissions information is displayed at the point of decision, it cannot enter into consumers’ decision making. A credible and ambiguity-free alternative would thus be to display GHG ranking information on the front page of flight search-engine results.