Econometric Assessment Methodology

The mathematical frameworks, multiplier matrices, and data harmonization standards underpinning Ecquants airport studies.

The Input-Output (I-O) Multiplier Matrix

Airport economic contributions cannot be evaluated solely by counting on-site payroll. Ecquants applies Leontief input-output macroeconomic modeling to trace currency velocity across the wider economic sphere:

Total Economic Output (E_total) Formula:

E_total = E_direct + E_indirect + E_induced + E_catalytic

  • Direct Impact (E_direct): Capital expenditures, ground operations, gate concessions, air traffic handling, and airline station costs.
  • Indirect Impact (E_indirect): Intermediary supply purchases: jet fuel refining, inflight catering production, security staffing, and airfreight forwarding.
  • Induced Impact (E_induced): The consumption multiplier resulting from direct and indirect aviation employees spending wages on housing, healthcare, education, and consumer goods.
  • Catalytic / Trade Growth (E_catalytic): Inbound tourist expenditures and corporate headquarters agglomeration enabled by non-stop long-haul air connectivity.