Can beneficiary information improve hospital accountability? Experimental evidence from a public health insurance scheme in India

•Hospital non-compliance dampens the effectiveness of government health insurance.•Unauthorized fees to poor patients eligible to receive free care are pervasive.•Shirking of frontline staff limits access to free services in public facilities.•Patient-driven accountability can meaningfully improve public service delivery.•Top-down monitoring of private agents seems required.