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Hao Xue
Journal Articles

Off the COVID-19 Epicentre: The Impact of Quarantine Controls on Employment, Education and Health in China's Rural Communitites

Huan Wang, Sarah-Eve Dill, Huan Zhou, Yue Ma, Hao Xue, Prashant Loyalka, Sean Sylvia, Matthew Boswell, Jason Lin, Scott Rozelle
The China Quarterly, 2022 March 9, 2022

This study documents the COVID-19 disease-control measures enacted in rural China and examines the economic and social impacts of these measures. We conducted two rounds of surveys with 726 randomly selected village informants across seven provinces. Strict disease-control measures have been universally enforced and appear to have been successful in limiting disease transmission in rural communities. The infection rate in our sample was 0.001 per cent, a rate that is near the national average outside of Hubei province. None of the villages reported any COVID-19-related deaths. For a full month during the quarantine, the rate of employment of rural workers was essentially zero. Even after the quarantine measures were lifted, nearly 70 per cent of the villagers still were unable to work owing to workplace closures. Although action has been taken to mitigate the potential negative effects, these disease-control measures might have accelerated the inequality between rural and urban households in China.

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Journal Articles

Infant Cognitive Development and Stimulating Parenting Practices in Rural China

Hannah Johnstone, Yi Yang, Hao Xue, Scott Rozelle
Environmental Research and Public Health, 2021 May 15, 2021

This study examines the prevalence of cognitive delay among infants and toddlers in rural China and its relationship with one of the potential sources of the observed delay: low levels of stimulating parenting practices (SPPs). Data were compiled from five distinct studies, resulting in a pooled sample of 4436 caregivers of 6–29-month-old infants. The sampling sites span five provinces in rural China. According to the data, on average, rates of delay are high—51 percent. The low rates of SPPs among our sample demonstrate that this may be one source of the high prevalence of delays. The results of the multivariate regression analysis reveal that reading books and singing songs are each significantly associated with an increase in infant cognitive score by 1.62 points (p = 0.003) and 2.00 points (p < 0.001), respectively. Telling stories to infants, however, is not significantly associated with infant cognitive scores. Our findings indicate that caregivers with different characteristics engage in various levels of stimulating practices and have infants with different rates of delay. Specifically, infants of better-educated mothers who have greater household assets are in families in which the caregivers provide more SPPs and have infants who score higher on the study’s cognitive abilities scales.

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Working Papers

Off the Epicenter: COVID-19 Quarantine Controls and Employment, Education, and Health Impacts in Rural Communities

Huan Wang, Sarah-Eve Dill, Huan Zhou, Yue Ma, Hao Xue, Prashant Loyalka, Sean Sylvia, Matthew Boswell, Jason Lin, Scott Rozelle
2020 October 19, 2020

In late January 2020, China’s government initiated its first aggressive measures to combat COVID-19 by forbidding individuals from leaving their homes, radically limiting public transportation, cancelling or postponing large public events, and closing schools across the country. The rollout of these measures coincided with China’s Lunar New Year holiday, during which more than 280 million people had returned from their places of work to their home villages in rural areas. The disease control policies remained in place until late February and early March, when they were gradually loosened to

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Journal Articles

Using Standardised Patients to Assess the Quality of Medical Records: An Application and Evidence from Rural China

Yuju Wu, Huan Zhou, Yaojiang Shi, Hao Xue, Chengchao Zhou, Hongmei Yi, Alexis Medina, Jason Li, Sean Sylvia
BMJ, 2019 November 27, 2019
Background: Medical records play a fundamental role in healthcare delivery, quality assessment and improvement. However, there is little objective evidence on the quality of medical records in low and middle-income countries. Objective: To provide an unbiased assessment of the quality of medical records for outpatient visits to rural facilities in China. Methods: A sample of 207 township health facilities across three provinces of China were enrolled. Unannounced standardised patients (SPs) presented to providers following standardised scripts. Three weeks later, investigators returned to collect medical records from each facility. Audio recordings of clinical interactions were then used to evaluate completeness and accuracy of available medical records. Results: Medical records were located for 210 out of 620 SP visits (33.8%). Of those located, more than 80% contained basic patient information and drug treatment when mentioned in visits, but only 57.6% recorded diagnoses. The most incompletely recorded category of information was patient symptoms (74.3% unrecorded), followed by non-drug treatments (65.2% unrecorded). Most of the recorded information was accurate, but accuracy fell below 80% for some items. The keeping of any medical records was positively correlated with the provider’s income (β 0.05, 95% CI 0.01 to 0.09). Providers at hospitals with prescription review were less likely to record completely (β −0.87, 95% CI −1.68 to 0.06). Significant variation by disease type was also found in keeping of any medical record and completeness. Conclusion: Despite the importance of medical records for health system functioning, many rural facilities have yet to implement systems for maintaining patient records, and records are often incomplete when they exist. Prescription review tied to performance evaluation should be implemented with caution as it may create disincentives for record keeping. Interventions to improve record keeping and management are needed. 
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Journal Articles

Diagnostic Ability and Inappropriate Antibiotic Prescriptions: A Quasi-experimental Study of Primary Care Providers in Rural China

Hao Xue, Yaojiang Shi, Lei Huang, Hongmei Yi, Huan Zhou, Chengchao Zhou, Sarah Kotb, Joseph D. Tucker, Sean Y. Sylvia
Journal of Antimicrobial Chemotherapy, 2018 August 28, 2018

Background: China has one of the highest rates of antibiotic resistance. Existing studies document high rates of antibiotic prescription by primary care providers but there is little direct evidence on clinically inappropriate use of antibiotics or the drivers of antibiotic prescription.

Methods: To assess clinically inappropriate antibiotic prescriptions among rural primary care providers, we employed unannounced standardized patients (SPs) who presented three fixed disease cases, none of which indicated antibiotics. We compared antibiotic prescriptions of the same providers in interactions with SPs and matching vignettes assessing knowledge of diagnosis and treatment to assess overprescription attributable to deficits in diagnostic knowledge, therapeutic knowledge and factors that lead providers to deviate from their knowledge of best practice.

Results: Overall, antibiotics were inappropriately prescribed in 221/526 (42%) SP cases. Compared with SP inter- actions, prescription rates were 29% lower in matching clinical vignettes (42% versus 30%, P,0.0001). Compared with vignettes assessing diagnostic and therapeutic knowledge jointly, rates were 67% lower in vignettes with the diagnosis revealed (30% versus 10%, P , 0.0001). Antibiotic prescription in vignettes was in- versely related to measures of diagnostic process quality (completion of checklists).

Conclusions: Clinically inappropriate antibiotic prescription is common among primary care providers in rural China. While a large proportion of overprescription may be due to factors such as financial incentives tied to drug sales and perceived patient demand, our findings suggest that deficits in diagnostic knowledge are a major driver of unnecessary antibiotic prescriptions. Interventions to improve diagnostic capacity among providers in rural China are needed.

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Journal Articles

Depressive Symptoms of Chinese Children: Prevalence and Correlated Factors among Subgroups

Mi Zhou, Guangsheng Zhang, Scott Rozelle, Kaleigh Kenny, Hao Xue
International Journal of Environment Research and Public Health, 2018 February 7, 2018

Economic growth and socioeconomic changes have transformed nearly every aspect of childhood in China, and many are worried by the increasing prevalence of mental health issues among children, particularly depression. To provide insight into the distribution of depressive symptoms among children in China and identify vulnerable groups, we use data from the 2012 China Family Panel Survey (CFPS), a survey that collected data from a large, nationally representative sample of the Chinese population.

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Journal Articles

Who are China's Rural Clinicians?

Hao Xue, Yaojiang Shi, Alexis Medina
China Agricultural Economic Review, 2016 June 25, 2016

Purpose

The purpose of this paper is to measure the turnover (or stability in employment) of village clinicians in rural China over the past decade. The authors also want to provide quantitative evidence on the individual characteristics of the clinicians who provide health care to villagers in rural China and whether we should expect these individuals to be interested in continuing to supply quality health care in China’s villages in the coming years.

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Journal Articles

Survey using Incognito Standardized Patients Shows Poor Quality Care in China’s Rural Clinics

Sean Sylvia, Yaojiang Shi, Hao Xue, Xin Tian, Huan Wang, Qingmei Liu, Alexis Medina, Scott Rozelle
Health Policy & Planning, 2014 February 1, 2014

Over the past decade, China has implemented reforms designed to expand access to health care in rural areas. Little objective evidence exists, however, on the quality of that care. This paper reports results from a standardized patient study designed to assess the quality of care delivered by village clinicians in rural China. To measure quality, we recruited individuals from the local community to serve as undercover patients and trained them to present consistent symptoms of two common illnesses (dysentery and angina). Based on 82 covert interactions between the standardized patients and local clinicians, we find that the quality of care is low as measured by adherence to clinical checklists and the rates of correct diagnoses and treatments. Further analysis suggests that quality is most strongly correlated with provider qualifications. Our results highlight the need for policy action to address the low quality of care delivered by grassroots providers. 

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