Assessing dose-response effects of national essential medicine policy in China: comparison of two methods for handling data with a stepped wedge-like design and hierarchical structure

Health shocks and changes in preventive behaviors: Results from the China Health and Retirement Longitudinal Study

Background

China is facing the challenge of rising prevalence and ballooning burden of chronic non-communicable diseases (NCDs); however, the Chinese middle- and older-aged population considerably lack preventive behaviors. Health shocks (HS), widely defined as sudden health deterioration brought on by diseases or accidents, bring a “teachable moment” to motivate changes in preventive behaviors.

Objective

This study aims to examine the effect of HS on changes in preventive behaviors, including personal health practices and preventive care utilization.

Methods

HS was defined as any five chronic disease diagnoses (cancer, heart disease, stroke, diabetes, and hypertension). The impacts of HS on smoking, drinking, and exercise, physical examination were estimated. The panel data of 13,705 respondents were obtained from the latest two waves of the China Health and Retirement Longitudinal Study (CHARLS) in 2015 and 2018. A multilevel propensity score match difference-in-difference (multilevel PSM-DID) model was constructed.

Results

HS significantly decreased smoking (OR = 0.59, p < 0.05) and drinking (OR = 0.62, p < 0.01) and increased the utilization of auxiliary inspection in physical examination (OR = 1.19, p < 0.1). Major HS had significantly considerable and specific effects on reducing smoking and drinking (OR = 0.37 and 0.56, p < 0.01), while minor HS had relatively small effects on reducing smoking (OR = 0.74, p < 0.05) and drinking (OR = 0.69, p < 0.01), but extensive effects on initiating exercise (OR = 1.32, p < 0.05), physical examination (OR = 1.18, p < 0.1), and auxiliary inspection (OR = 1.30, p < 0.05).

Conclusion

After HS, there is a teachable moment to promote positive changes in preventive behaviors. Guided by the 5A's brief intervention model (Ask, Advise, Assess, Assist, Arrange), tailored interventions should be targeted at these populations to reduce the risk of the progression and complications of existing diseases, prevent the related comorbidity, and prolong the expected life-span.

The Effect of China's National Essential Medicine Policy on Health Expenses: Evidence From a National Study

To increase use of medical service across the country, the Chinese government has tried to improve equity in health care access and reduce patients’ medical expenses. For this purpose, the National Essential Medicine Policy (NEMP) was introduced in 2009 to mandate the distribution of medicines to health care facilities at a low cost and without profit. This study aims to evaluate the effect of the essential medicine policy on average per-visit expenses for outpatient and inpatient services. The annual national surveillance system data covering all the grassroots-level primary health care facilities (PHFs) in 2675 counties and 31 provinces in China during 2008 to 2012 were used in this study. The 4-level hierarchical random effects models were utilized to deal with possible dose-response effects of the policy and possible variations of such effects at the provincial, county, and facility levels. Our research findings suggest that the NEMP had positive effects in reducing both outpatient and inpatient expenses at grassroots level, and the policy effects tended to be greater as the exposure time increased. This study provides implications on reforming China’s health system and its medicine cost control policies.

Gender differences in caregiving among a schizophrenia population

Background

The present study aimed to investigate differences in family burden and caregiver distress in a population of caregivers for schizophrenia, by separating patient gender and caregiver gender.

Methods

A sample of 327 primary family caregivers was recruited from a Chinese rural community through a one-stage cluster-sampling method. A cross-sectional design was employed, using validated measures to assess both family burden and primary caregivers' depression and anxiety.

Results

Significant differences by gender were detected in family burden and caregiver distress. Family burden was significantly higher for male patients on the domains of effect on physical and mental health of others, and significantly higher for female caregivers on the domains of financial burden and effect on physical and mental health of others. Caregivers of male patients were more likely to suffer from anxiety than caregivers of female patients (52.7% vs 38.1%, P=0.012); female caregivers were more likely to suffer from depression (51.2% vs 38.6%, P = 0.031) and anxiety (51.6% vs 38.1%, P=0.020) than male caregivers.

Conclusion

The results reinforced the expected differences in caregiving experiences of a schizophrenia population by gender, which has implications for the future design of gender-specific interventions to alleviate family burden and caregiver distress.