Obstetric service demand is the main health need of the Vietnamese population in Guangxi, China: A cross-sectional study.

China has become an emerging destination for international migration, especially in some Association of South East Asian Nations countries, but the situation of migrants seeking medical care in China remains unclear. A retrospective cross-sectional study was conducted in a hospital in Chongzuo, which provides medical services for foreigners, to investigate the situation of Vietnamese people seeking health care in Guangxi, China. Vietnamese patients who visited the hospital between 2018 and 2020 were included in the study. Demographic characteristics, clinical characteristics, characteristics of payment for medical costs, and characteristics of hospitalization were compared between outpatients and inpatients. In total, 778 Vietnamese outpatients and 173 inpatients were included in this study. The percentages of female outpatients and inpatients were 93.44% and 88.44% (χ2 = 5.133, P = .023), respectively. Approximately 30% of outpatients and 47% of inpatients visited the hospital due to obstetric needs. The proportions of outpatients with basic medical insurance for urban residents, basic medical insurance for urban employees, and new cooperative medical schemes were 28.02%, 3.21%, and 2.31%, respectively. In comparison, the proportion of inpatients with the above 3 types of medical insurance was 16.76%, 1.73%, and 2.31%, respectively. The proportion of different payments for medical costs between outpatients and inpatients were significantly different (χ2 = 24.404, P < .01). Middle-aged Vietnamese females in Guangxi, China, may have much greater healthcare needs. Their main medical demand is for obstetric services. Measurements should be taken to improve the health services targeting Vietnamese female, but the legitimacy of Vietnamese in Guangxi is a major prerequisite for them to access more and better healthcare services.

Trends in Emergency Department Visits Among People Younger Than Age 65 by Insurance Status: United States, 2010-2021.

Purpose-This report describes trends in emergency department visits among people younger than age 65 from 2010 through 2021, by health insurance status and selected demographic and hospital characteristics. Methods-Estimates in this report are based on data collected in the 2010-2021 National Hospital Ambulatory Medical Care Survey. Data were weighted to produce annual national estimates. Patient and hospital characteristics are presented by primary expected source of payment. Results-Private insurance and Medicaid were the most common primary expected sources of payment at emergency department visits by people younger than age 65 from 2010 through 2013. Medicaid was the most common primary expected source of payment from 2014 through 2021. Among children younger than age 18 years, the most common primary expected source of payment was Medicaid across the entire period. The percentage of visits by children with no insurance decreased from 7.4% in 2010 to 3.0% in 2021. Among adults, the percentage of visits with Medicaid increased from 25.5% in 2010 to 38.9% in 2021, and the percentage of visits by those with no insurance decreased from 24.6% to 11.1% during this period. Among Black non-Hispanic and Hispanic people, Medicaid was the most frequent primary expected source of payment during the entire period. Among White non-Hispanic people, private insurance was the most frequent primary expected source of payment through 2015, while private insurance and Medicaid were the most frequent primary expected sources of payment from 2016 through 2021.

The impact of COVID-19 on healthcare coverage and access in racial and ethnic minority populations in the United States.

This study described spatiotemporal changes in health insurance coverage, healthcare access, and reasons for non-insurance among racial/ethnic minority populations in the United States during the COVID-19 pandemic using four national survey datasets. Getis-Ord Gi* statistic and scan statistics were used to analyze geospatial clusters of health insurance coverage by race/ethnicity. Logistic regression was used to estimate odds of reporting inability to access healthcare across two pandemic time periods by race/ethnicity. Racial/ethnic differences in insurance were observed from 2010 through 2019, with the lowest rates being among Hispanic/Latino, African American, American Indian/Alaska Native, and Native Hawaiian/Pacific Islander populations. Pre-pandemic insurance coverage rates were geographically clustered. The percentage of adults citing change in employment status as the reason for non-insurance increased by about 7% after the start of the pandemic, with a small decrease observed among African American adults. Almost half of adults reported reduced healthcare access in June 2020, with 38.7% attributing reduced access to the pandemic; however, by May 2021, the percent of respondents reporting reduced access for any reason and due to the pandemic fell to 26.9% and 12.7%, respectively. In general, racial/ethnic disparities in health insurance coverage and healthcare access worsened during the pandemic. Although coverage and access improved over time, pre-COVID disparities persisted with African American and Hispanic/Latino populations being the most affected by insurance loss and reduced healthcare access. Cost, unemployment, and eligibility drove non-insurance before and during the pandemic.

Impact of Health Insurance Patterns on Chronic Health Conditions Among Older Patients.

BACKGROUND: Patients have varying levels of chronic conditions and health insurance patterns as they become Medicare age-eligible. Understanding these dynamics will inform policies and reforms that direct capacity and resources for primary care clinics to care for these aging patients. This study 1) determined changes in chronic condition rates following Medicare age eligibility among patients with different insurance patterns and 2) estimated the number of chronically ill patients who remain inadequately insured post-Medicare eligibility among patients receiving care in community health centers. METHOD: We used retrospective electronic health record data from 45,527 patients aged 62 to 68 from 990 community health centers in 25 states in 2014 to 2019. Insurance patterns (continuously insured, continuously uninsured, uninsured/discontinuously insured who gained insurance after age 65, lost insurance after age 65, discontinuously insured) and diagnosis of chronic conditions were defined at each visit pre- and post-Medicare eligibility. Difference-in-differences Poisson GEE models estimated changes of chronic condition rates by insurance groups pre- to post-Medicare age eligibility. RESULTS: Post-Medicare eligibility, 72% patients were continuously insured, 14% gained insurance; and 14% were uninsured or discontinuously insured. The prevalence of multimorbidity (≥2 chronic conditions) was 77%. Those who gained insurance had a significantly larger increase in the rate of documented chronic conditions from pre- to post-Medicare (DID: 1.06, 95%CI:1.05-1.07) compared with the continuously insured group. CONCLUSIONS: Post-Medicare age eligibility, a significant proportion of patients were diagnosed with new conditions leading to high burden of disease. One in 4 older adults continue to have inadequate health care coverage in their older age.

State Public Insurance Coverage Policies and Postpartum Care Among Immigrants.

Importance: Professional medical organizations recommend that adults receive routine postpartum care. Yet, some states restrict public insurance coverage for undocumented immigrants and recently documented immigrants (those who received legal documentation status within the past 5 years). Objective: To examine the association between public insurance coverage and postpartum care among low-income immigrants and the difference in receipt of postpartum care among immigrants relative to nonimmigrants. Design, Setting, and Participants: A pooled, cross-sectional analysis was conducted using data from the Pregnancy Risk Assessment Monitoring System for 19 states and New York City including low-income adults with a live birth between 2012 and 2019. Exposure: Giving birth in a state that offered public insurance coverage for postpartum care to recently documented or undocumented immigrants. Main Outcomes and Measures: Self-reported receipt of postpartum care by the category of coverage offered (full coverage: states that offered publicly funded postpartum care regardless of immigration status; moderate coverage: states that offered publicly funded postpartum care to lawfully residing immigrants without a 5-year waiting period, but did not offer postpartum care to undocumented immigrants; no coverage: states that did not offer publicly funded postpartum care to lawfully present immigrants before 5 years of legal residence or to undocumented immigrants). Results: The study included 72 981 low-income adults (20 971 immigrants [29%] and 52 010 nonimmigrants [71%]). Of the 19 included states and New York City, 6 offered full coverage, 9 offered moderate coverage, and 4 offered no coverage; 1 state (Oregon) switched from offering moderate coverage to offering full coverage. Compared with the states that offered full coverage, receipt of postpartum care among immigrants was 7.0-percentage-points lower (95% CI, -10.6 to -3.4 percentage points) in the states that offered moderate coverage and 11.3-percentage-points lower (95% CI, -13.9 to -8.8 percentage points) in the states that offered no coverage. The differences in the receipt of postpartum care among immigrants relative to nonimmigrants were also associated with the coverage categories. Compared with the states that offered full coverage, there was a 3.3-percentage-point larger difference (95% CI, -5.3 to -1.4 percentage points) in the states that offered moderate coverage and a 7.7-percentage-point larger difference (95% CI, -10.3 to -5.0 percentage points) in the states that offered no coverage. Conclusions and Relevance: Compared with states without insurance restrictions, immigrants living in states with public insurance restrictions were less likely to receive postpartum care. Restricting public insurance coverage may be an important policy-driven barrier to receipt of recommended pregnancy care and improved maternal health among immigrants.

Association of Gaps in Health Insurance Coverage With Unmet Needs for Vision Care Among Adults in Ohio.

Importance: Access to vision care is vital to diagnose and treat vision impairment and diseases. Previous studies found that currently uninsured adults have limited access to vision care. It is unclear whether a recent history (past 12 months) of gaps in insurance coverage likewise adversely affects access to vision care. Objective: To determine whether gaps in insurance coverage within the past 12 months are associated with higher risk of unmet needs for vision care among adults in Ohio. Design, Setting, and Participants: This cross-sectional study analyzed data for adults in Ohio from the 2021 Ohio Medicaid Assessment Survey (OMAS), which is conducted via web, telephone, and mail. Participants were residents 19 years or older who reported needing vision care or eyeglasses within the past 12 months. Exposures: Insurance coverage over the past 12 months, classified as continuous private, continuous public, gap in coverage, or year-round uninsured. Main Outcomes and Measure: Self-reported unmet need for vision care over the past 12 months. Results: Based on a sample of 19 036 participants, we calculated that 4% of adults experienced recent coverage gaps (weighted total in the population, 180 259 of 4 518 841) while another 4% were year-round uninsured (187 552 adults). Unmet needs for vision care were reported by 13% (590 015 adults). On multivariable logistic regression, adults with gaps in coverage were at a higher risk of unmet vision care needs compared with adults who had continuous private coverage (odds ratio [OR], 2.9; 95% CI, 2.1-3.9; P < .001) or continuous public coverage (OR, 1.7; 95% CI, 1.3-2.4; P = .001). Conclusions and Relevance: This study found that gaps in health insurance coverage were associated with increased risk of unmet vision care needs among adults in Ohio compared with continuous private or public coverage. Policies that protect the continuity of health insurance coverage may help reduce the rate of unmet needs for vision care.

Association Between California's State Insurance Gender Nondiscrimination Act and Utilization of Gender-Affirming Surgery.

Importance: Gender-affirming surgery is often beneficial for gender-diverse or -dysphoric patients. Access to gender-affirming surgery is often limited through restrictive legislation and insurance policies. Objective: To investigate the association between California's 2013 implementation of the Insurance Gender Nondiscrimination Act, which prohibits insurers and health plans from limiting benefits based on a patient's sex, gender, gender identity, or gender expression, and utilization of gender-affirming surgery among California residents. Design, Setting, and Participants: Population epidemiology study of transgender and gender-diverse patients undergoing gender-affirming surgery (facial, chest, and genital surgery) between 2005 and 2019. Utilization of gender-affirming surgery in California before and after implementation of the Insurance Gender Nondiscrimination Act in July 2013 was compared with utilization in Washington and Arizona, control states chosen because of geographic similarity and because they expanded Medicaid on the same date as California-January 1, 2014. The date of last follow-up was December 31, 2019. Exposures: California's Insurance Gender Nondiscrimination Act, implemented on July 9, 2013. Main Outcomes and Measures: Receipt of gender-affirming surgery, defined as undergoing at least 1 facial, chest, or genital procedure. Results: A total of 25 252 patients (California: n = 17 934 [71%]; control: n = 7328 [29%]) had a diagnosis of gender dysphoria. Median ages were 34.0 years in California (with or without gender-affirming surgery), 39 years (IQR, 28-49 years) among those undergoing gender-affirming surgery in control states, and 36 years (IQR, 22-56 years) among those not undergoing gender-affirming surgery in control states. Patients underwent at least 1 gender-affirming surgery within the study period in 2918 (11.6%) admissions-2715 (15.1%) in California vs 203 (2.8%) in control states. There was a statistically significant increase in gender-affirming surgery in the third quarter of July 2013 in California vs control states, coinciding with the timing of the Insurance Gender Nondiscrimination Act (P < .001). Implementation of the policy was associated with an absolute 12.1% (95% CI, 10.3%-13.9%; P < .001) increase in the probability of undergoing gender-affirming surgery in California vs control states observed in the subset of insured patients (13.4% [95% CI, 11.5%-15.4%]; P < .001) but not self-pay patients (-22.6% [95% CI, -32.8% to -12.5%]; P < .001). Conclusions and Relevance: Implementation in California of its Insurance Gender Nondiscrimination Act was associated with a significant increase in utilization of gender-affirming surgery in California compared with the control states Washington and Arizona. These data might inform state legislative efforts to craft policies preventing discrimination in health coverage for state residents, including transgender and gender-diverse patients.

Effects of social deprivation on risk factors for suicidal ideation and suicide attempts in commercially insured US youth and adults.

We used US nationwide commercial insurance claims data (2011-2015) to study the effect of social deprivation on clinical and demographic risk factors for suicidal ideation (SI) and suicide attempts (SA) among US youth and adults < 65 years, after having a mental health or substance use disorder-related outpatient encounter. Neighborhood social deprivation level was summarized by the quintile of social deprivation index (SDI) at individuals' zip code level. Cox proportional hazard models were used to evaluate the effect of social deprivation on demographic and clinical risk factors for SI and SA. The study cohort consisted of 317,383 individuals < 65 years, with 124,424 aged < 25 (youth) and 192,959 aged between 25 and 64 (adults). Neighborhood social deprivation impacted risk factors for SI and SA differently for youth and adults. Among youth, SDI interacted with multiple risk factors for both SI and SA. The effects of the risk factors were larger on youth from middle socioeconomic neighborhoods. Among adults, risk of SI was the strongest in the most deprived neighborhoods, but risk of SA did not vary by neighborhood deprivation level. Our findings suggest community-based suicide prevention initiatives should be tailored according to neighborhood deprivation level and the targeted individual's age to maximize the impact.

Prevalence of diabetes, epidemiological characteristics and vascular complications.

OBJECTIVE: To estimate prevalence of diabetes in outpatient care and to describe its epidemiological characteristics, comorbidities, and related vascular complications. METHODS: Observational cross-sectional study which included all adults affiliated from a private insurance health plan on March 2019, at Hospital Italiano de Buenos Aires, from Argentina. RESULTS: The global prevalence of diabetes resulted in 8.5% with 95% CI 8.3-8.6 (12,832 out of a total of 150,725 affiliates). The age stratum with the highest prevalence was the group between 65 and 80 years old with 15.7% (95% CI 15.3-16.1). People with diabetes had a mean age of 70 years (SD 14), 52% were women, and the most frequently associated cardiovascular risk factors were: dyslipidaemia (88%), arterial hypertension (74%) and obesity (55%). In relation to metabolic control, 60% had at least one glycosylated hemoglobin measured in the last year, 70% of which were less than 7%. Almost 80% have LDL measured at least once in the last 2 years, 55% of them had an LDL value equal to or less than 100 mg/dl. The macrovascular complications present in order of frequency were: acute myocardial infarction (11%), cerebrovascular accident (8%) and peripheral vascular disease (4%); while the microvascular complications were found to be diabetic neuropathy (4%) and retinopathy (2%). 7% had diabetic foot, with less than 1% amputations. CONCLUSION: Diabetes represents a prevalent problem, even in elderly patients. This population continues to present a high cardiovascular risk, with little compliance with therapeutic goals.

OBJETIVO: Estimar la prevalencia de diabetes en atención ambulatoria y describir sus características epidemiológicas, comorbilidades y complicaciones vasculares relacionadas. MÉTODO: Corte transversal que incluyó la totalidad de adultos afiliados a la prepaga del Hospital Italiano de Buenos Aires en marzo de 2019, Argentina. RESULTADOS: La prevalencia global de diabetes resultó del 8.5% con intervalo de confianza del 95% (IC95%): 8.3-8.6 (12,832 de un total de 150,725 afiliados). El estrato etario con mayor prevalencia fue el grupo entre 65 y 80 años, con un 15.7% (IC95%: 15.3-16.1). Las personas con diabetes presentaban una media de edad de 70 años (desviación estándar: 14), el 52% eran mujeres, y los factores de riesgo cardiovasculares más frecuentemente asociados fueron: dislipidemia (88%), hipertensión arterial (74%) y obesidad (55%). En relación con el control metabólico, el 60% tenía al menos una hemoglobina glucosilada medida en el último año, siendo el 70% de estas menores al 7%. Casi el 80% tiene medido el colesterol vinculado a lipoproteínas de baja densidad (c-LDL) al menos una vez en los últimos dos años, de ellos el 55% presentaba un valor de c-LDL igual o menor a 100 mg/dl. Las complicaciones macrovasculares presentes en orden de frecuencia fueron: infarto agudo de miocardio (11%), accidente cerebrovascular (8%) y enfermedad vascular periférica (4%); mientras que las complicaciones microvasculares resultaron ser neuropatía diabética (4%) y retinopatía (2%). El 7% tuvo pie diabético, con menos del 1% de amputaciones. CONCLUSIONES: La diabetes representa un problema prevalente, incluso en pacientes ancianos. Esta población sigue presentando un elevado riesgo cardiovascular, con escaso cumplimiento de objetivos terapéuticos.

Attrition Rates Among African American Patients with Obesity Seeking Bariatric Surgery: a High-Volume Single Center Analysis.

Despite the greater prevalence of obesity, African American (AA) adults represent a minority of bariatric surgery patients. The aim of this study was to determine variables associated with attrition among AA patients seeking bariatric surgery. We performed a retrospective analysis of a consecutive series of AA patients with obesity referred for surgery and who initiated the preoperative work-up as per insurance requirements. The sample was then divided between those undergoing surgery and those who did not receive surgery. The multivariable logistic regression analysis showed that male patients (OR 0.53 95% CI 0.28-0.98) and those with public insurance (OR 0.56, 95% CI 0.37 - 0.83) were significantly less likely to undergo surgery. The use of telehealth was strongly associated with receiving surgery (OR 3.53, 95% CI 2.36 - 5.29). Our results might help developing targeted strategies to reduce attrition rates among AA patients with obesity seeking bariatric surgery.

Trends and patterns of initial percutaneous nephrolithotomy and subsequent procedures among commercially-insured US adults with urinary system stone disease: a 10-year population-based study.

PURPOSE: To describe trends and patterns of initial percutaneous nephrolithotomy (PCNL) and subsequent procedures from 2010 to 2019 among commercially-insured US adults with urinary system stone disease (USSD). METHODS: Retrospective study of administrative data from the IBM® MarketScan® Database. Eligible patients were aged 18-64 years and underwent PCNL between 1/1/2010 and 12/31/2019. Measures of interest for analysis of trends and patterns included the setting of initial PCNL (inpatient vs. outpatient), percutaneous access (1 vs. 2-step), and the incidence, time course, and type of subsequent procedures (extracorporeal shockwave lithotripsy [SWL], ureteroscopy [URS], and/or PCNL) performed up-to 3 years after initial PCNL. RESULTS: A total of 8,348 patients met the study eligibility criteria. During the study period, there was a substantial shift in the setting of initial PCNL, from 59.9% being inpatient in 2010 to 85.3% being outpatient by 2019 (P < 0.001). The proportion of 1 vs. 2-step initial PCNL fluctuated over time, with a low of 15.1% in 2016 and a high of 22.0% in 2019 but showed no consistent yearly trend (P = 0.137). The Kaplan-Meier estimated probability of subsequent procedures following initial PCNL was 20% at 30 days, 28% at 90 days, and 50% at 3 years, with slight fluctuations by initial PCNL year. From 2010 to 2019, the proportion of subsequent procedures accounted for by URS increased substantially (from 30.8 to 51.8%), whereas SWL decreased substantially (from 39.5 to 14.7%) (P < 0.001). CONCLUSIONS: From 2010 to 2019, PCNL procedures largely shifted to the outpatient setting. Subsequent procedures after initial PCNL were common, with most occurring within 90 days. URS has become the most commonly-used subsequent procedure type.

Association of Family Income With Morbidity and Mortality Among US Lower-Income Children and Adolescents.

Importance: Family income is known to be associated with children's health; the association may be particularly pronounced among lower-income children in the US, who tend to have more limited access to health resources than their higher-income peers. Objective: To investigate the association of family income with claims-based measures of morbidity and mortality among children and adolescents in lower-income families in the US enrolled in Medicaid or the Children's Health Insurance Program. Design, Setting, and Participants: This cross-sectional analysis included 795 000 participants aged 5 to 17 years enrolled in Medicaid (Medicaid Analytic eXtract claims, 2011-2012) living in families with income below 200% of the federal poverty threshold (American Community Survey, 2008-2013). Follow-up ended in December 2021. Exposures: Family income relative to the federal poverty threshold. Main Outcomes and Measures: Record of International Classification of Diseases, Ninth Revision codes for an infection, mental health disorder, injury, asthma, anemia, or substance use disorder and death record within 10 years of observation (Social Security Administration death records through 2021). Results: Among 795 000 individuals in the sample (all statistics weighted: mean [SD] income-to-poverty ratio, 90% [53%]; mean [SD] age, 10.6 [3.9] years; 56% aged 10 to 17 years), 33% had a diagnosed infection, 13% had a mental health disorder, 6% had an injury, 5% had asthma, 2% had anemia, 1% had a substance use disorder, and 0.6% died between 2011 and 2021, with the mean (SD) age at death of 19.8 (4.2) years. For those aged 5 to 9 years, higher family income was associated with lower adjusted prevalence of all outcomes, except mortality: children in families with an additional 100% income relative to the federal poverty threshold had 2.3 (95% CI, 1.8-2.9) percentage points fewer infections, 1.9 (95% CI, 1.5-2.2) percentage points fewer mental health diagnoses, 0.7 (95% CI, 0.5-0.8) percentage points fewer injuries, 0.3 (95% CI, 0.09-0.5) percentage points less asthma, 0.2 (95% CI, 0.08-0.3) percentage points less anemia, and 0.06 (95% CI, 0.03-0.09) percentage points fewer substance use disorder diagnoses. Except for injury and anemia, the associations were more pronounced among those aged 10 to 17 years than those 5 to 9 years (P for interaction <.05). For those aged 10 to 17 years, an additional 100% income relative to the federal poverty threshold was associated with a lower 10-year mortality rate by 0.18 (95% CI, 0.12-0.25) percentage points. Conclusions and Relevance: Among children and adolescents in the US aged 5 to 17 years with family income under 200% of the federal poverty threshold who accessed health care through Medicaid or the Children's Health Insurance Program, higher family income was significantly associated with a lower prevalence of diagnosed infections, mental health disorders, injury, asthma, anemia, and substance use disorders and lower 10-year mortality. Further research is needed to understand whether these associations are causal.

The Impact of Race, Insurance, and Socioeconomic Factors on Pediatric Knee Injuries.

Disparities persist in pediatric sports medicine along the lines of race, ethnicity, insurance status, and other demographic factors. In the context of knee injuries such as anterior cruciate ligament (ACL) ruptures, meniscus tears, and tibial spine fractures, these inequalities affect evaluation, treatment, and outcomes. The long-term effects can be far-reaching, including sports and physical activity participation, comorbid chronic disease, and socio-emotional health. Further research is needed to more concretely identify the etiology of these disparities so that effective, equitable care is provided for all children.

Healthcare use in commercially insured youth with mental health disorders.

BACKGROUND: The objective of this study is to describe age-related patterns of outpatient healthcare utilization in youth and young adults with mental health disorders. METHOD: We used the IBM® MarketScan® Commercial Database to identify 359,413 youth and young adults (12-27 years) with a mental health disorder continuously enrolled in private health insurance in 2018. Exploratory analysis was used to describe patterns of outpatient healthcare use (e.g., primary, reproductive, mental health care) and therapeutic management (e.g., medication prescriptions, psychotherapy) by age. Period prevalence and median number of visits are reported. Additional analysis explored utilization patterns by mental health disorder. RESULTS: The prevalence of outpatient mental health care and primary care decreased with age, with a larger drop in primary care utilization. While 74.0-78.4% of those aged 12-17 years used both outpatient mental health care and primary care, 53.1-59.7% of those aged 18-27 years did. Most 18-19-year-olds had a visit with an internal medicine or family medicine specialist, a minority had a pediatrician visit. The prevalence of medication management increased with age, while the prevalence of psychotherapy decreased. CONCLUSIONS: Taken together, this descriptive study illustrates age-related differences in outpatient healthcare utilization among those with mental health disorders. Additionally, those with the most severe mental health disorders seem to be least connected to outpatient care. This knowledge can inform efforts to improve utilization of healthcare across the transition to adulthood.

Relationship between outpatients' sociodemographic and belief characteristics and their healthcare-seeking behavioral decision-making: Evidence from Jiaxing city, China.

BACKGROUND: China established the Tiered-network Healthcare Delivery System (THDS) in 2015 to address the disproportionate number of patients attending tertiary hospitals relative to primary- or secondary-care institutions. Although the reported number of outpatients visiting tertiary hospitals is slowly decreasing, numerous patients choose to visit them regardless of their disease's severity. To effectively implement the THDS, this article explored the relationship between patients' sociodemographic and belief characteristics and their healthcare-seeking behavioral decision-making in China. METHODS: Data obtained through questionnaires were analyzed using decision tree and logistic regression models to explore outpatients' characteristics and medical decision-making using comprehensive feature data. Moreover, further statistical analyses were conducted on the outpatient data obtained from the regional population health platform in Jiaxing, China. RESULTS: The decision tree model revealed that whether outpatients have medical insurance is the primary factor guiding their healthcare-seeking behaviors, with those without medical insurance more likely to choose primary or secondary hospitals to treat minor diseases. For those with medical insurance, profession is the main factor, with industrial workers more inclined to choose primary or secondary hospitals for minor diseases. The logistic regression analyses revealed that outpatients without insurance and who were not freelancers or individual owners were more likely to choose primary or secondary hospitals for minor diseases. Further statistical analysis of the data from the Jiaxing population health platform showed that, for minor or general diseases, outpatients without medical insurance and employed as farmers tended to choose primary and secondary hospitals over tertiary hospitals. CONCLUSION: The three analyses yielded consistent results: in China, medical insurance and patients' profession are the most important factors guiding outpatients' healthcare-seeking behaviors. Accordingly, we propose that the government should focus on economic reforms to increase outpatients' visits to primary and secondary hospitals and diagnosis-related groups' payment of medical insurance to decrease the admittance of patients with minor diseases in large tertiary hospitals. Meanwhile, the government should correct patients' belief prejudice about selecting hospitals through corresponding publicity.

Increasing Health Insurance Enrollment in Low- and Middle-Income Countries: What Works, What Does Not, and Research Gaps: A Scoping Review.

Health insurance programs have the potential to shield individuals in low- and middle-income countries from catastrophic health expenses and reduce their vulnerability to poverty. However, the uptake of insurance programs remains low in these countries. We reviewed existing evidence from experimental studies on approaches that researchers have tested in order to raise the uptake. In the 12 studies we synthesized, educational programs and subsidies were the dominant interventions. Consistent with findings from previous studies on other health products, subsidies were effective in raising the uptake of insurance programs in many contexts. Conversely, education interventions-in their current forms-were largely ineffective, although they bolstered the effect of subsidies. Other strategies, such as the use of microfinance institutions and social networks for outreach and enrollment, showed mixed results. Additional research is needed on effective approaches to raise the uptake of insurance programs, including tools from behavioral economics that have shown promise in other areas of health behavior.