Who will drop out of voluntary social health insurance? Evidence from the New Cooperative Medical Scheme in China

Although public voluntary health insurance (VHI) has been adopted in many low- and middle-income countries to improve access to care for the population, a common issue with VHI is its high dropout rate. Using the New Cooperative Medical Scheme (NCMS)-a public VHI in China-as a case study, this article employs a fixed-effects negative binomial regression model combining the difference-in-difference-in-differences approach and multivariate distance matching to examine the factors associated with dropping out and the impact of dropout on outpatient care utilization among middle-aged and older people in rural China. Drawing data from the China Health and Retirement Longitudinal Study, our results showed that healthy people, vulnerable people and people who use less healthcare tended to drop out. Dropout had a significant negative impact on outpatient care utilization, especially for those with worse health statuses and those living in poorer provinces. We also found that the impact of dropout on outpatient utilization was more pronounced at secondary and tertiary hospitals than at primary care clinics. We urge policymakers to rethink the design of the NCMS by waiving premiums for the most vulnerable people.

Mobile money use and social health insurance enrolment among rural dwellers outside the formal employment sector: Evidence from Kenya

BACKGROUND

The study set out to explore whether mobile money use (mobile phone-based financial services) increased the probability of rural dwellers outside the formal employment sector of being enrolled in Kenya's social health insurance, the National Hospital Insurance Fund (NHIF).

METHODS

We used data from the 2015 FinAccess Household Survey and analysed responses of 4282 rural individuals outside the formal employment sector. Probit and bivariate probit models were used and adjusted for mobile phone ownership, sex, age, age-squared, education, wealth quintile, bank account use, informal group membership, occupation, and health shocks.

RESULTS

We found that 16.26% (95% CI, 14.58% to 18.10%) of mobile money users had NHIF cover as compared with 2.44% (95% CI, 1.83% to 3.23%) of nonusers. Importantly, mobile money use increased the probability of being enrolled in NHIF by 4.6% (95% CI, 2.1% to 7.1%) after controlling for confounders. Access to mobile money was associated with reduced travel time and lower transport costs, which are likely to be key mechanisms for increasing NHIF enrolment.

CONCLUSION

By lowering transport costs and saving travel time, mobile money provides an easy means to pay social health insurance premiums thus incentivising its uptake among rural people outside of formal employment.