Assessing frontline HIV service provider efficiency using data envelopment analysis: a case study of Philippine social hygiene clinics (SHCs)

Table 4 Tobit regression of the efficiencies with area-specific meta-predictors

Key Population	Area-specific, meta-predictor	Coefficient	p-value
Aggregate	Income	1.11e⁻⁴	0.12
Aggregate	AMTP 5	−0.60	0.08^*
MSM	Income	1.68e⁻⁴	0.11
MSM	AMTP 5	− 0.72	0.17
FFSW	Income	2.42e⁻⁴	0.09^*
FFSW	AMTP 5	−1.11	0.11

MSM Male having sex with male, FFSW Freelance Female Sex Worker, Aggregate combined population of the MSM, RFSW and FFSW, AMTP 5 level of HIV priority based on the area-specific HIV prevalence (binary variable with low prevalence =0, high prevalence = 1)
^*0.05 < p-value ≤0.10

ISSN: 1472-6963