IDFMIndependent Direct Financial Management (UK)
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AVL and AFC datasets were made available to us by the line operator RATP and the mobility authority IdFM, respectively, for a period in March 2015 from the 16th to the 29th, excluding the 21st, 22nd, and 23rd.
This research was supported by the Research and Education Chair on "the Socio-Economics and Modeling of Urban Transit," operated by Ecole des Ponts Paris Tech (ENPC) in partnership with the Mobility Authority in the Paris area (IdFM, Ile-de-France Mobilites, ex STIF), to whom the authors are grateful.
The trend of increased effectiveness in larger populations might not be significant in the multivariable model (which includes IDFM) because PS and IDFM showed a positive correlation (r = 0.53).