Janani Suraksha Yojana (safe motherhood scheme, or JSY) provides cash incentives to marginal pregnant women in India conditional on having mainly institutional delivery. Using the fourth round of district level household survey (DLHS-4), we have estimated its effects on both intended and unintended outcomes. Our estimates of average treatment effect on the treated (ATT) from propensity score matching are remarkably higher than those found in previous prominent studies using the second and third rounds of the survey (DLHS-2 and DLHS-3). When we apply fuzzy regression discontinuity design exploiting the second birth order, our estimates of local average treatment effect (LATE) are much higher than that of ATT. For example, due to JSY, institutional delivery increases by around 16 percentage points according to ATT estimate but about 23 percentage points according to LATE estimate.
Lim SS, Dandona L, Hoisington JA, James SL, Hogan MC, Gakidou E. India's Janani Suraksha Yojana, a conditional cash transfer programme to increase births in health facilities: an impact evaluation. The Lancet. 2010 Jun 5;375(9730):2009-23.
Gertler P. Do conditional cash transfers improve child health? Evidence from PROGRESA's control randomized experiment. American economic review. 2004 May;94(2):336-41.
Glassman A, Duran D, Fleisher L, Singer D, Sturke R, Angeles G, Charles J, Emrey B, Gleason J, Mwebsa W, Saldana K. Impact of conditional cash transfers on maternal and newborn health. Journal of health, population, and nutrition. 2013 Dec;31(4 Suppl 2):S48.