Abstract
Purpose There has yet to be a comprehensive multi-state study describing the children that use school-based health centers (SBHCs). This study seeks to determine sociodemographics, care utilization patterns, and prevalence of asthma and overweight among children seeking care at SBHCs.
Methods This retrospective cross-sectional analysis examined electronic health record data of children utilizing SBHCs within a large network of community-based clinics, consisting of 180 SBHCs in 14 U.S. states from 2012-2018. Demographics of exclusive SBHC users (SBHC-only group) were compared to utilizers of SBHCs plus non-SBHC community health centers (SBHC+ group).
Results Of 179,970 children with ≥1 ambulatory visit at a SBHC, 75.6% received care exclusively at SBHCs. Many SBHC-users reported family income <138% of the federal poverty line (48.9%) and self-identified as Hispanic (45.7%). Among SBHC utilizers, the prevalence of asthma (8%) and overweight (30%) were comparable to national statistics. Overall, 33% of children received well-childcare and 24% received influenza vaccinations exclusively at SBHCs. When comparing the two groups within the study, the SBHC-only group were older, and more lacked insurance (13.4%) compared with SBHC+ children (2.6%). The SBHC-only group had fewer total yearly visits, fewer yearly well-child visits, and fewer influenza vaccinations. In age stratified groups, preschool-aged children received the most well-childcare and influenza vaccinations in SBHCs.
Conclusions SBHCs serve a pediatric population that is disproportionately low-income, uninsured, and Hispanic. Children, particularly preschoolers, receive preventive healthcare at SBHCs. Given the population served, SBHCs have strong potential to address pediatric health inequities if adequately resourced, utilized, and integrated with other facilities including community health centers.
- Access to Care
- Asthma
- Child Health
- Community Health Centers
- Community-Based Research
- Health Disparities
- Health Policy
- Health Promotion
- Pediatrics
- School Health Services
Introduction
School-based health centers (SBHCs) are a unique safety-net healthcare setting that can increase access to healthcare for underserved populations by providing healthcare at school.1–3 According to the American Academy of Pediatrics (AAP) 2021 Policy Statement on SBHCs and Pediatric Practice, SBHCs have the potential to overcome critical healthcare barriers for children in the United States due to this co-location.2,4 Since their emergence in the 1960s, the number of SBHCs has grown significantly5 and they are described by experts as an important method of healthcare delivery for our nations’ youth, with a strong potential to advance health equity.6,7
SBHCs provide primary care, preventive services, immunizations, and management of chronic conditions, helping children access healthcare that might otherwise be difficult to obtain. They also offer confidential reproductive and mental health services, which are particularly important for adolescents and improve outcomes in these domains.4,8,9
While SBHCs were specifically implemented to serve children from low-income and underrepresented backgrounds, there has yet to be a comprehensive, multi-state study describing which children use SBHCs. Prior studies indicate that SBHCs are located in schools serving a high proportion of low-income and minoritized children and that children accessing SBHC care utilize more appropriate preventive care, particularly for children with asthma.10–12 However, the current literature lacks a comprehensive characterization of the pediatric population utilizing these school-based healthcare services nationwide. Prior studies describing this population have limited generalizability due to data being drawn from only one to two states, are subject to recall bias due to survey-based design, and/or do not characterize the type of care that children receive within a SBHC.5,10–14
In addition, little is known regarding children who exclusively use SBHCs and those who use SBHCs as well as community health centers (CHCs) which is critical in understanding who is using SBHCs, for what purpose (e.g., preventive or emergent care), and what care gaps SBHCs may be filling for our children’s most vulnerable youth along with the potential synergy of receiving care from two distinct safety net settings.
In this study, using data from a large, multi-state data network, we aimed to address these research and healthcare delivery questions. Our three objectives were to 1) analyze the sociodemographics of children using SBHCs, both exclusively and in conjunction with traditional CHCs across participating states, 2) assess the prevalence of asthma and overweight, two of the most common chronic diseases in school-aged children in our target population and 3) evaluate healthcare utilization, including well-child visits and rates of influenza and pneumococcal vaccinations. Due to SBHCs unique school location and the specific challenges that children may face when exclusively seeking care at SBHCs (e.g., geographic, transportation, financial, educational or cultural barriers), we hypothesized that children seeking care exclusively at SBHCs may represent a different group of children than those who seek care at both SBHCs and more traditional CHC settings.
Methods
This retrospective cross-sectional study follows the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) reporting guideline.
Data Sources
We accessed data from a parent study (R01MD011404) which utilized hosted, linked, OCHIN (not an acronym) electronic health record (EHR) data from the Accelerating Data Value Across a National Community Health Center (ADVANCE) Clinical Research Network (CRN), the nation’s largest network of community-based clinics. ADVANCE partners serve Federally Qualified Health Centers, public health departments, and community-based health centers delivering care to people who are publicly insured, uninsured, or otherwise medically underserved. Data were available from 391 clinics (including 180 SBHCs) providing well-child/primary care to children aged 0-18 years, in 14 U.S. states from January 2012 to June 2018. SBHCs are health centers located on school campuses that provide primary care for children of all ages 0-18 years, including the management of chronic conditions, and at times behavioral health or dental services, with some variation in additional services across clinics and states. The U.S. states included California, Florida, Indiana, Kansas, Massachusetts, Maryland, Minnesota, Montana, North Carolina, New Mexico, Ohio, Oregon, Rhode Island, and Washington.
Population
Children that utilized a SBHC at least once during the study period were included and grouped based on clinic-type utilization: SBHC users exclusively (SBHC-only group) and utilizers of SBHCs plus other non-SBHC CHCs (SBHC+ group).
Sociodemographic Variables
EHR-derived data included age at first SBHC study visit, and self-report within the EHR for the following variables: race and ethnicity, sex, language preference, insurance status, family income relative to 138% of the federal poverty level, rurality, U.S. region, homelessness, and migrant seasonal status.
Objective Measures and Care Utilization
From EHR data, we calculated body mass index, categorized overweight using the 85th percentile for age and sex as defined by the Centers for Disease Control and Prevention, and asthma prevalence. We quantified the prevalence of asthma using asthma diagnosis codes (listed in Table 2) from either the encounter diagnosis or the patient problem list. We also separately categorized children with “possible asthma” as those with an encounter diagnosis of wheeze and albuterol prescription. This secondary categorization of “possible asthma” was included to capture children who may have asthma but were not formally diagnosed, for conditions such as bronchiolitis with reactivity, especially in children under age 2. These two outcomes were analyzed separately to avoid conflating asthma with potential cases. Then, to characterize care utilization we aggregated visits per year during the study, well-child visits per year using Current Procedural Terminology codes noted in Table 2, and lastly, noted who received influenza and pneumococcal vaccination ever during the study. We focused on pneumococcal and influenza vaccination because of their particular importance in asthma management and these are immunizations more frequently administered during school age (influenza is recommended annually and later or catch up dose of the pneumococcal vaccine may occur in this period).15,16 Other vaccines are much less likely to be captured during school-age, or have less relevance to asthma.
Statistical Analysis
We first analyzed sociodemographic factors, followed by prevalence of asthma and overweight and then healthcare utilization including well-child visits and vaccinations for children overall and by clinic-type use. Variables were categorical. Univariate differences by clinic-type use were assessed using Pearson’s χ² testing. We conducted subgroup analyses by age categories because children of different ages have distinct healthcare needs. Specifically, we assessed objective health measures and care utilization by school-age groups: <5 years, 5-10, 11-13, and 14-18 years reflective of pre-school, elementary, middle and high school groups. The analytic data set was prepared in R version 4.2.3; analyses were performed in Stata version 15.
The Oregon Health & Science University Institutional Review Board approved this study.
Results
Sociodemographic Characteristics of Children that Utilize SBHCs
Of 179,970 children having ≥1 ambulatory visit in a SBHC, 136,131 (75.6%) received pediatric care within the network exclusively at a SBHC. Those who used SBHCs exclusively were more likely to be older and lack health insurance compared to children who used additional non-SBHC care (13.4% uninsured in the SBHCs only group vs. 2.6% in the SBHC + group). Most SBHC-users self-identified as Hispanic (45.7%) and had family income less than 138% of the federal poverty level (48.9%).
Objective Measures and Clinical Utilization
Of children using SBHCs, 29.5% were overweight or obese. Among SBHC utilizers overall, asthma prevalence was comparable to national statistics (8%),17 however differences were noted in asthma prevalence between the SBHC-only (5.8% with asthma) and SBHC+ (15.6% with asthma) utilization groups. Overall, 33% of SBHC utilizers received well-childcare and 24% received influenza vaccinations. The SBHC-only group had fewer total yearly visits, yearly well-child visits, and influenza and pneumococcal vaccinations compared to the SBHC+ group.
Subgroup Analysis by Age Group
Overall, for SBHC users, children in the preschool age group received the highest percentage of well-childcare (81%) compared with the next highest in the high school (45%), then middle school (42%), and elementary school (36%) groups. Similarly, the preschool group received the highest percentage of influenza vaccinations (57%) compared with more comparable rates in the high school, middle and elementary school groups (28%, 28%, and 31% respectively). Middle schoolers had the highest rates of overweight (51%) as compared with the next highest rates in elementary (48%), high school (45%) and preschool (29%) groups. Asthma prevalence was similar at 6-7% in all school-age groups. There was a consistently higher prevalence of asthma among SBHC+ utilizers compared to SBHC-only utilizers for all school-age groups.
Discussion
This is the largest observational study characterizing the sociodemographics and health care utilization of children who use SBHCsacross a multi-state U.S. sample. Notably, our results demonstrate that children actively seeking SBHC care are predominantly from minoritized groups, including a large population of low-income, uninsured, and Hispanic children. Our findings build on prior work that was limited to small sample size, single-state cohorts or survey-based designs,1,5,11,18,19 and uniquely offers a more generalizable and detailed analysis with a comparison between children using SBHCs exclusively and those also accessing community-based health centers (CHCs).
Overweight and asthma rates among SBHC-users were comparable to the general pediatric population. By school-age subgroups, rates of overweight were lowest in the pre-school age group, compared to older school-age groups, which is also consistent with the national averages by school-age subgroups.20 Interestingly, across all school-age groups, the prevalence of asthma in the SBHC + group was considerably higher than national averages17 at 10-15% as compared to 6-8% in the SBHC-only group for all age groups. Since nearly 1 in 6 children in the SBHC+ group had asthma, SBHCs may be an ideal setting to provide adjunctive and optimized asthma care for children seen at CHCs suffering from this common chronic illness. It is important to note that we observed a lower-than-expected asthma prevalence in the SBHC-only group, particularly given the large representation of racial and ethnic minority children and a high degree of urbanicity in this population. This may indicate a high burden of asthma symptoms yet lack of an asthma diagnosis in this study group. Moreover, the higher care utilization observed in the SBHC+ group may be due to more medical complexity and needs in this group, potentially affording more opportunity to identify and document an asthma diagnosis.
Overall, our study shows that children are receiving preventive care at SBHCs with well-child visits and influenza vaccines, and there is potential for implementing more preventive pediatric care into this setting. Children in the SBHC+ group had more well-child visits and influenza vaccinations compared to children in the SBHC-only group, highlighting a potential synergy between the SBHC and CHC settings to provide optimal preventive pediatric care. Access to both settings may allow low-income children to receive more comprehensive care and mitigate the chance of being lost in either healthcare system. It is worth highlighting that while the number of well-child visits and vaccinations were lower in the SBHC-only group as compared to the SBHC+ group, the rates of uninsured children were much higher in the SBHC-only group as compared to the SBHC + group (13.4% versus 2.6% respectively), highlighting the potential importance of SBHCs in providing preventive care to a uniquely vulnerable group of children that may not otherwise receive preventive services. Our findings build on results from prior studies indicating that SBHCs seem to improve healthcare access for uninsured and low-income populations1 and are perceived to be more accessible than traditional primary care settings.21
Interestingly, in subgroup analyses by age groups, preschoolers received the most well-childcare and influenza vaccinations, indicating the possibility that younger siblings of school-aged children may particularly be benefitting from SBHC care, perhaps by receiving preventive services where their older sibling is dropped off or picked up on a daily basis, or that schools with co-located preschool programs may be associated with SBHC use. This may underscore the value of SBHCs to families with children across a broad age range.
Most importantly, this study demonstrates that SBHCs are providing substantial preventive care services to many vulnerable children, highlighting their role in improving equitable access to care, particularly among minoritized and low-income populations. Since the children receiving care at both SBHC plus CHCs seem to be receiving more well-childcare and influenza vaccination than those receiving SBHC exclusive care, it is possible that there is powerful synergy occurring between these care settings, which has direct implications for policy, funding, and integration of SBHCs into broader health systems. As we consider whether and how to expand the funding, availability and locations of SBHC services, this study indicates that SBHCs and CHCs may work best in conjunction rather than in siloes to provide optimal pediatric preventive care. Policies supporting SBHC expansion and integration with CHCs could enhance preventative service delivery and reduce disparities among high-need pediatric populations. Future research should include the examination of a third cohort of children who exclusively seek care at non-school based CHCs and compare their sociodemographics and care utilization with the two cohorts of children examined in this study. Making data exchange possible in real-time between SBHCs and CHCs will only likely enhance communication and improve the care quality of children.
The strengths of this study are the use of a large, multi-state data network of CHCs allowing the most comprehensive examination of SBHC users to date. We utilized EHR data as opposed to survey-based design like prior national studies on SBHCs, mitigating recall bias. Moreover, to our knowledge, this is the only study examining the differences between the sociodemographics and healthcare utilization of children seeking care exclusively in SBHCs and in SBHCs plus more traditional CHCs.
It is important to note limitations of our study which include selection bias as we did not have access to EHR data outside of our data network. This analysis included data from 14 geographically and demographically diverse states, but differences in regional distribution, health policy context, and SBHC availability compared with non-included states may limit generalizability to the entire U.S. Additionally, while we categorized children as “SBHC-only” users based on their lack of visits to non-SBHC clinics within the OCHIN network, we were unable to account for care received outside of this network. Because EHRs are not universally linked across healthcare systems in the U.S., it is possible that some children classified as SBHC-only may have received care at unaffiliated facilities not captured in our dataset. This limitation is inherent to EHR-based studies and may affect the interpretation of exclusive SBHC utilization. Furthermore, while our study examined data available from 2018 and prior, to our knowledge, this remains the most current, comprehensive and objective assessment of health record data from a multi-state sample of SBHCs to date.
It is notable that because of wide ranging models of SBHC staffing and care delivery, the patterns of well-child utilization and vaccination may be based on the availability of certain services at given SBHCs. However, all SBHCs have the ability to provide primary care to children.4 Additionally, federally qualified health centers are now the largest sponsor of SBHCs in the United States; they are not the only sponsor type and there may be sociodemographic or utilization differences between SBHCs exclusive users and others based on sponsor type. We did not have access to sponsor data to perform this type of subgroup analysis, however, this is an important area for future work.
Additional future directions could include an examination of the varying models of SBHC staffing and care, ideally through mixed methods to capture nuanced differences. A deeper understanding of the current SBHC practices for preventive care across the nation through research on the varying practice patterns and capacity for preventive care in different SBHCs settings could help to inform future best practices for SBHC implementation.
Conclusion
Our findings highlight that SBHCs serve a large population of children, which is disproportionately low-income, uninsured, and Hispanic. SBHCs are providing preventive care to many minoritized children, in the form of well-child visits and influenza vaccines. Moreover, there appears to be some synergy between SBHCs and CHCs, wherein children with access to both settings receive the most preventive care. Given the population they serve, augmented access to care and services they provide, SBHCs have strong potential to address pediatric health inequities if adequately resourced, utilized, and integrated with other pediatric primary care facilities including CHCs.
Conflicts of Interest
None.
Corresponding Author
Michelle Trivedi, MD, MPH, Department of Pediatrics, UMass Chan Medical School, UMass Memorial Children’s Medical Center, michelle.trivedi{at}gmail.com
This article was externally peer reviewed.
Acknowledgements
This study was funded by the National Institute of Minority Health and Health Disparities (BACKGROUND: Bettering Asthma Care in Kids; Geographic Determinants to Understand Disparities. R01MD011404). It was conducted with the Accelerating Data Value Across a National Community Health Center Network (ADVANCE) Clinical Research Network (CRN). https://advancecollaborative.org/ ADVANCE is a CRN in PCORnet®, the National Patient Centered Clinical Research Network. ADVANCE is led by OCHIN in partnership with Health Choice Network, Fenway Health, and Oregon Health & Science University. ADVANCE’s participation in PCORnet® is funded through the Patient-Centered Outcomes Research Institute (PCORI), contract number RI-OCHIN-01-MC. Dr. John Heintzman had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. Dr. Trivedi is supported by the National Heart Lung and Blood Institute K23HL150341and R01HL169229.
- Received for publication August 14, 2025.
- Accepted for publication October 27, 2025.






