Does inpatient health services utilization vary by remoteness in the medical financial assistance population? Evidence from Shaanxi province, China

Background Medical Financial Assistance (MFA) provides health insurance and financial support for millions of low income and disabled Chinese people, yet there has been little systematic analysis focused on this vulnerable population. This study aims to advance our understanding of MFA recipients’ access to health care and whether their inpatient care use varies by remoteness. Methods Data were collected from the Surveillance System of Civil Affairs of Shaanxi province in 2016. To better proxy remoteness (geographic access), drive time from the respondent’s village to the nearest county-level or city-level hospital was obtained by a web crawler. Multilevel models were used to explore the impacts of remoteness on inpatient services utilization by MFA recipients. Furthermore, the potential moderating role of hospital grade (i.e. the grade of medical institution where recipient’s latest inpatient care services were taken in the previous year) on the relationship between geographic access and inpatient care use was explored. Results The analytical sample consisted of 9516 inpatient claims within 73 counties of Shaanxi province in 2016. We find that drive time to the nearest hospital and hospital grade are salient predictors of inpatient care use and there is a significant moderation effect of hospital grade. Compared to those with shortest drive time to the nearest hospital, longer drive time is associated with a longer inpatient stay but fewer admissions and lower annual total and out-of-pocket (OOP) inpatient costs. In addition, these associations are lower when recipients are admitted to a tertiary hospital, for annual total and OOP inpatient expenditures, but higher for length of the most recent inpatient stay no matter what medical treatments are taken in secondary or tertiary hospitals for the most remote recipients. Conclusion Our results suggest that remoteness has a significant and negative association with the frequency of inpatient care use. These findings advance our understanding of inpatient care use of the extremely poor and provide meaningful insights for further MFA program development as well as pro-poor health strategies.

Immigration Relief and Insurance Coverage: Evidence from Deferred Action for Childhood Arrivals

I find that the 2012 Deferred Action for Childhood Arrivals (DACA) program, which conferred protection from deportation and work authorization to undocumented immigrants who had been brought to the U.S. as children, increased eligible immigrants’ likelihood of having health insurance coverage. Exploiting a cutoff rule in the eligibility criteria of DACA, I implement a difference-in-regression-discontinuities design. The insured rate increased by up to 4.3 percentage points more for DACA-eligible immigrants than for ineligible immigrants following DACA. Two-thirds of this increase is accounted for by upticks in employer-sponsored and privately purchased insurance. The findings are also consistent with immigrants becoming less averse to approach health institutions, and taking up medical financial assistance at a higher rate.

The effects of poverty reduction policy on health services utilization among the rural poor: a quasi-experimental study in central and western rural China

Background China poverty reduction policy (PRP) addresses two important elements: the targeted poverty reduction (TPA) project since 2015 in line with social assistance policy as national policy; and reducing inequality in health services utilization by making provision of medical financial assistance (MFA). Therefore, this study aims to assess the effects of the PRP in health services utilization (both inpatient and outpatient services) among the central and western rural poor of China. Methods The study conducted household survey and applied propensity score matching (PSM) method to assess the effects of the PRP on health services utilization among the rural poor of Central and Western China. A sensitivity test was also performed on the PSM results to test their robustness. Results Key findings showed 17.6% of respondents were the beneficial of PRP. The average treatment effects on the treated (ATT) of the PRP on the inpatient visits within one year was found significantly positive (P = 0.026). Conclusion There has been relationship between PRP with medical financial assistance and reduction of inequality in health services utilization by the poorer, in particular to accessing the inpatient services from the county or township hospitals of China. Policy makers should pay attention for making provision of improving responsiveness of supply, when subsidizing on the demand side.