Addressing health care needs is complex in autistic youth for many reasons. Increased inpatient care that has been noted in this population, particularly for ambulatory care sensitive conditions (ACSCs), may be a marker of inadequate primary and outpatient care.
This study used data from hospital inpatient discharges from the National Inpatient Sample 2017. The prevalence, average length of stay, and the average cost per day of the 10 most common principal diagnoses for index stay were calculated for autistic youth and youth with mental, behavioral, and other neurodevelopmental disabilities (MBND), ages 0 to 17.
Of every 1000 inpatient stays, 7.3 were for autistic youth and 65.2 for youth with MBND. The rate varied by US region and zip code-level household income. The most common diagnosis associated with stays in autistic youth was mood disorders, as in youth with MBND. Nearly all top 10 principal diagnoses for autistic youth were for ACSCs. The highest average cost per day for autistic youth was for physical injuries ($4320 per day), and the longest stays were for schizophrenia (14 days).
High occurrence of ACSCs in autistic youth suggests that primary care may not adequately address health and mental health needs. Clinical complexity and autism characteristics may be impacting care received in the hospital. Additional considerations need to explore and examine care complexity, racial and ethnic disparities, and the large portion of Medicaid-covered youth. Strategies for the provision of care to these vulnerable populations are of great concern.
Autistic youth may have more and longer inpatient hospitalizations than their peers. Limited existing evidence suggests more expensive care for autistic youth and more hospitalizations for mental health or neurologic conditions than their peers.
Mental health and other ambulatory care sensitive conditions were among the most common reasons for hospitalization in autistic youth. Stays for mental health conditions were among the longest. Comprehensive primary and outpatient care may reduce hospitalizations for these conditions.
Health is an integral component of quality of life, yet optimal health and adequate health care are difficult to attain in autistic youth. Addressing health care needs is complex in autistic youth because the co-occurrence of health and mental health conditions is common.1 This is compounded by emergent psychiatric diagnoses in early adult years, the need to see multiple providers for multiple conditions, the use of polypharmacy, and the need for mental health services and supports.2,3 The complexity of care makes health and mental health crises that require emergency care more likely. This is evidenced by more inpatient hospitalizations in autistic youth than their same-age peers and stays that are longer, more expensive, and more likely related to mental health or neurologic conditions.4,5
Enhanced usage of inpatient care is a marker of inadequate primary care and management of autism and other conditions,6 particularly hospitalizations for conditions that can be prevented or treated in primary or outpatient care, referred to as ambulatory care sensitive conditions (ACSCs). Hospitalizations for ACSCs can be reduced or avoided by comprehensive primary care addressing prevention and management. ACSCs include diabetes and related complications, hypertension, urinary tract infections, asthma, and epilepsy. Increasingly, mental health conditions are considered ACSCs.7,8 Specific aspects of autism may impact the complexity of delivering adequate care, including communication challenges, difficulties with executive functioning that impact care schedules, sensory challenges in care settings, and communication of emotion or sensation. The willingness and ability of practices to provide accommodations for neurodivergent patients impact care quality.
The goal of this study is to examine characteristics of inpatient hospital stays for autistic youth and compare them with youth with other mental, behavioral, or neurodevelopmental disabilities (MBND). The aims are to (1) present demographic and inpatient stay characteristics of autistic youth and MBND youth, (2) examine the most common reasons for inpatient hospitalizations, and (3) describe the cost and length of inpatient stays among autistic youth and MBND youth. This research builds on existing literature to underscore the need to prioritize policies and programs that incentivize treatment of ACSCs to prevent unnecessary hospitalizations.
Methods
This study used data from hospital inpatient discharges from the Healthcare Cost and Utilization Project (HCUP), Agency for Healthcare Research and Quality National Inpatient Sample (NIS) 2017.9 The NIS is a representative sample of an all-payer database of US hospital inpatient stays. NIS 2017 captured >7 million stays from 47 states plus the District of Columbia, covering 97% of the US population, excluding rehabilitation and long-term acute care hospitals.
Study Population
Patients ages 0 to 17 were included in this study. Index stays may record up to 40 diagnostic codes by using the International Classification of Diseases, 10th Revision, Clinical Modification (ICD-10-CM). Autistic youth were captured by codes F84.0, F84.5, or F84.9 in any position in the record. Patient demographic characteristics including age, race, and sex are captured by administrative hospital data. The inclusion of race is important in acknowledging and addressing racial and ethnic health disparities.
The MBND comparison group was created by using Clinical Classifications Software Refined (CCSR) for ICD-10-CM-coded diagnoses version 2020.3, housed and curated by HCUP. CCSR aggregates ICD-10-CM diagnosis codes into smaller, clinically meaningful categories that generally align with ICD-10-CM diagnosis chapters. The CCSR body system for MBNDs includes 32 subcategories, 1 of which includes autism. The MBND comparison group was created by using all 32 subcategories, excluding stays with autism in any diagnosis position, which generally correspond to ICD-10-CM codes beginning with “F.”
Charge and Cost
The NIS contains information on the total charge for each stay. Costs were calculated by using hospital-specific charge-to-cost ratios provided by HCUP generated on the basis of information collected by the Centers for Medicare and Medicaid Services. Costs were then evaluated for outliers and Winsorization was used to censor the distribution at the first and 99th percentiles to reduce variability at the ends of the distribution.
Statistical Analysis
Index stay demographic and stay characteristics were compared between autistic youth and youth with MBND. Significant differences between groups were assessed by using logistic regression, as appropriate for complex survey data. The principal diagnosis is often considered the primary reason for hospitalization. The prevalence of the 10 most common principal diagnoses for index stay, categorized by using the CCSR taxonomy, were calculated for autistic youth and MBND youth. When appropriate for interpretation, CCSR categories were combined to create categories such as mood disorders, physical injury, stomach or intestinal diseases, and pregnancy. For the 10 most common principal diagnoses in the autism group, the average length of stay and cost per day were calculated in the autism and MBND groups. Analysis was conducted by using Stata 16 to account for the complex survey design.
Results
In 2017, autistic youth had 40 000 inpatient stays and MBND youth had 350 000. Autistic youth were younger, more often male, White, from zip codes with higher median household incomes, and from the Northeast (Table 1). The mean cost per day was $400 higher in autistic youth than youth with MBND although the total cost per stay was $900 lower.
. | Autism, n = 7890 . | MBND, n = 70 150 . |
---|---|---|
Weighted number of stays | 39 450 | 350 760 |
Patient demographic characteristics | ||
Age at admission, mean (SE) | 10.8 (0.1) | 12.2 (0.1)** |
Male, % (SE) | 75.8 (0.5) | 43.0 (0.4)** |
Race, % (SE) | ||
White | 61.8 (1.4) | 56.4 (1.2)** |
Black | 13.7 (0.7) | 17.8 (0.7)** |
Hispanic | 16.4 (1.2) | 17.6 (1.2) |
Asian or Pacific Islander | 2.5 (0.3) | 2.3 (0.2) |
Native American | 0.4 (0.1) | 1.1 (0.2)** |
Other | 5.1 (0.5) | 4.9 (0.3) |
Median household income for patient's ZIP code, based on current year, % (SE) | ||
0 to 25th percentile | 26.7 (1.0) | 29.8 (1.0)** |
26th to 50th percentile (median) | 27.0 (0.8) | 26.3 (0.6) |
51st to 75th percentile | 23.6 (0.7) | 23.7 (0.5) |
76th to 100th percentile | 22.8 (1.1) | 20.2 (0.9)** |
Region, % (SE) | — | — |
Northeast | 22.5 (2.4) | 16.6 (1.7)** |
Midwest | 24.4 (2.7) | 29.4 (2.5)** |
South | 36.4 (2.8) | 37.7 (2.6) |
West | 16.7 (2.4) | 16.3 (2.0) |
Stay characteristics | ||
Mean length of stay, d (SE) | 5.6 (0.2) | 6.5 (0.2) |
Mean cost per stay, $ (SE) | 10 910 (420) | 11 800 (480)* |
Mean cost per day, $ (SE) | 2810 (110) | 2380 (90)** |
Emergency department use either via admission or during stay, % (SE) | 49.6 (1.4) | 47.6 (1.4) |
Weekend admission, % (SE) | 18.2 (0.5) | 17.8 (0.2) |
Elective admission, % (SE) | 23.0 (1.3) | 18.0 (1.0)** |
Primary expected payer, % (SE) | ||
Medicare | 0.3 (0.1) | 0.3 (0.0) |
Medicaid | 54.3 (1.1) | 54.5 (0.9) |
Private insurance | 39.8 (1.0) | 39.7 (0.9) |
Other | 5.6 (0.6) | 5.6 (0.4) |
Number of ICD 10 codes entered into stay record, mean (SD) | 7.8 (0.1) | 8.0 (0.2) |
Disposition at discharge, % (SE) | ||
Routine | 92.4 (0.5) | 88.0 (0.5)** |
Transfer to short-term or other care | 4.9 (0.4) | 8.5 (0.4)** |
Other, home health care, against medical advice, died, discharge destination unknown | 2.8 (0.3) | 3.5 (0.2)* |
. | Autism, n = 7890 . | MBND, n = 70 150 . |
---|---|---|
Weighted number of stays | 39 450 | 350 760 |
Patient demographic characteristics | ||
Age at admission, mean (SE) | 10.8 (0.1) | 12.2 (0.1)** |
Male, % (SE) | 75.8 (0.5) | 43.0 (0.4)** |
Race, % (SE) | ||
White | 61.8 (1.4) | 56.4 (1.2)** |
Black | 13.7 (0.7) | 17.8 (0.7)** |
Hispanic | 16.4 (1.2) | 17.6 (1.2) |
Asian or Pacific Islander | 2.5 (0.3) | 2.3 (0.2) |
Native American | 0.4 (0.1) | 1.1 (0.2)** |
Other | 5.1 (0.5) | 4.9 (0.3) |
Median household income for patient's ZIP code, based on current year, % (SE) | ||
0 to 25th percentile | 26.7 (1.0) | 29.8 (1.0)** |
26th to 50th percentile (median) | 27.0 (0.8) | 26.3 (0.6) |
51st to 75th percentile | 23.6 (0.7) | 23.7 (0.5) |
76th to 100th percentile | 22.8 (1.1) | 20.2 (0.9)** |
Region, % (SE) | — | — |
Northeast | 22.5 (2.4) | 16.6 (1.7)** |
Midwest | 24.4 (2.7) | 29.4 (2.5)** |
South | 36.4 (2.8) | 37.7 (2.6) |
West | 16.7 (2.4) | 16.3 (2.0) |
Stay characteristics | ||
Mean length of stay, d (SE) | 5.6 (0.2) | 6.5 (0.2) |
Mean cost per stay, $ (SE) | 10 910 (420) | 11 800 (480)* |
Mean cost per day, $ (SE) | 2810 (110) | 2380 (90)** |
Emergency department use either via admission or during stay, % (SE) | 49.6 (1.4) | 47.6 (1.4) |
Weekend admission, % (SE) | 18.2 (0.5) | 17.8 (0.2) |
Elective admission, % (SE) | 23.0 (1.3) | 18.0 (1.0)** |
Primary expected payer, % (SE) | ||
Medicare | 0.3 (0.1) | 0.3 (0.0) |
Medicaid | 54.3 (1.1) | 54.5 (0.9) |
Private insurance | 39.8 (1.0) | 39.7 (0.9) |
Other | 5.6 (0.6) | 5.6 (0.4) |
Number of ICD 10 codes entered into stay record, mean (SD) | 7.8 (0.1) | 8.0 (0.2) |
Disposition at discharge, % (SE) | ||
Routine | 92.4 (0.5) | 88.0 (0.5)** |
Transfer to short-term or other care | 4.9 (0.4) | 8.5 (0.4)** |
Other, home health care, against medical advice, died, discharge destination unknown | 2.8 (0.3) | 3.5 (0.2)* |
Regions are composed of the following states: Northeast ME, NH, VT, MA, RI, CT, NY, NJ, and PA; Midwest OH, IN, IL, MI, WI, MN, IA, MO, ND, SD, NE, and KS; South DE, MD, DC, VA, WV, NC, SC, GA, FL, KY, TN, AL, MS, AR, LA, OK, and TX; and West MT, ID, WY, CO, NM, AZ, UT, NV, WA, OR, CA, AK, and HI.
P > .01;
P > .001.
Of every 1000 stays, 7.3 were for autistic youth and 65.2 were for youth with MBND. The rate of autism stays was higher in zip codes with higher median household incomes: 6.7 per 1000 in zip codes in the 0 to 25th percentile compared to 7.9 per 1000 in zip codes in the 76th to 100th percentile. This was a reverse of the trend for MBND: 66.2 per 1000 in zip codes in the 0 to 25th percentile compared to 62.5 per 1000 in zip codes in the 76th to 100th percentile. Rates differed by region for autistic youth, with higher rates in the Northeast (10.1 per 1000) and Midwest (8.3) than the South (6.9) and West (5.3). The highest rates of MBND stays were in the Midwest (88.5 per 1000), versus Northeast (66.5), South (63.5), and West (45.6).
The most common principal diagnosis in autistic youth was mood disorders, as in youth with MBND (Table 2). All top 10 principal diagnoses for autistic youth were ACSCs with exception of physical injuries. Three non-ACSC conditions were on the top 10 list for MBND: physical injury, pregnancy, and antineoplastic therapies.
Principal diagnosis | Percentage | SE |
Autism | ||
Mood disorders | 15.5 | 1.2 |
Epilepsy; convulsions | 13.2 | 0.8 |
Autism spectrum disorder | 7.3 | 0.7 |
Stomach or intestinal diseases (excludes appendicitis and hepatic diseases) | 6.7 | 0.3 |
Disruptive, impulse-control, and conduct disorders | 4.3 | 0.7 |
Physical injury | 4.0 | 0.2 |
Asthma | 3.1 | 0.3 |
Fluid and electrolyte disorders | 2.4 | 0.2 |
Pneumonia (except that caused by tuberculosis) | 2.1 | 0.2 |
Schizophrenia spectrum and other psychotic disorders | 1.7 | 0.2 |
MBND | ||
Mood disorders | 34.8 | 1.8 |
Suicidal ideation/attempt/intentional self-harm | 5.1 | 0.2 |
Epilepsy; convulsions | 5.0 | 0.3 |
Physical injury | 4.8 | 0.2 |
Trauma- and stressor-related disorders | 3.7 | 0.3 |
Stomach or intestinal diseases (excludes appendicitis and hepatic diseases) | 2.9 | 0.1 |
Disruptive, impulse-control, and conduct disorders | 2.6 | 0.3 |
Pregnancy, childbirth, and the puerperium | 1.9 | 0.1 |
Encounter for antineoplastic therapies (anticancer) | 1.6 | 0.1 |
Diabetes mellitus with and without complications | 1.6 | 0.1 |
Principal diagnosis | Percentage | SE |
Autism | ||
Mood disorders | 15.5 | 1.2 |
Epilepsy; convulsions | 13.2 | 0.8 |
Autism spectrum disorder | 7.3 | 0.7 |
Stomach or intestinal diseases (excludes appendicitis and hepatic diseases) | 6.7 | 0.3 |
Disruptive, impulse-control, and conduct disorders | 4.3 | 0.7 |
Physical injury | 4.0 | 0.2 |
Asthma | 3.1 | 0.3 |
Fluid and electrolyte disorders | 2.4 | 0.2 |
Pneumonia (except that caused by tuberculosis) | 2.1 | 0.2 |
Schizophrenia spectrum and other psychotic disorders | 1.7 | 0.2 |
MBND | ||
Mood disorders | 34.8 | 1.8 |
Suicidal ideation/attempt/intentional self-harm | 5.1 | 0.2 |
Epilepsy; convulsions | 5.0 | 0.3 |
Physical injury | 4.8 | 0.2 |
Trauma- and stressor-related disorders | 3.7 | 0.3 |
Stomach or intestinal diseases (excludes appendicitis and hepatic diseases) | 2.9 | 0.1 |
Disruptive, impulse-control, and conduct disorders | 2.6 | 0.3 |
Pregnancy, childbirth, and the puerperium | 1.9 | 0.1 |
Encounter for antineoplastic therapies (anticancer) | 1.6 | 0.1 |
Diabetes mellitus with and without complications | 1.6 | 0.1 |
Figure 1 examines the cost per day and length of stay for the 10 most common principal diagnoses in autistic youth compared with youth with MBND. Many conditions were similar in cost and length of stay for autistic youth and MBND youth. Physical injuries resulted in longer stays for youth with MDNB, whereas schizophrenia resulted in longer stays for autistic youth. The highest average cost per day for autistic youth was for physical injuries ($4320 per day) followed by epilepsy ($3480 per day).
Discussion
This study found a high rate of admissions for ACSCs for autistic youth. ASCSs were some of the longest (schizophrenia) and most expensive (epilepsy) stays. The high rates of ASCSs suggest that primary and specialty outpatient care may not currently adequately address the health and mental health needs of autistic youth. More than half of the ACSCs identified in autistic youth were related to mental health concerns. Escalation of health and mental health concerns are likely impacted by the management of mental health issues.
The long length of stay for schizophrenia, disruptive, impulse-control and conduct disorders, and mood disorders is also of note. Clinical complexity and high rates of condition cooccurrence are likely drivers of this finding. We lack evidence for effectively treating many disabilities when they cooccur, especially for autistic youth. In addition, the natural course of the development and experience of co-occurring conditions may result in changing levels of service needs over time. Although this study begins to describe cooccurrence of diagnoses in autistic youth, more research is needed to understand the rate and mechanisms of cooccurrence with the ultimate goal of expediting bench-to-bedside practice to improve care. Autism characteristics may also be related to longer stays; acclimation to a new setting, disruptions of routine, and lack of familiarity may result in emotional or violent behavior, adding complexity to the stay that results in additional days and even use of restraints. Hospital settings and staff that do not understand or accommodate neurodivergent patients will be limited in the quality of care they can provide. The difference in admission rates by region and income also highlight areas of concern for adequate treatment of ACSCs within primary care settings.
Two other considerations are illuminated by these findings. First, racial and ethnic disparities need to be investigated further, as does the higher rate of Black MBND versus Black autistic youth admissions. Racial and ethnic minority autistic youth are more often misdiagnosed and underdiagnosed than White youth, and behaviors associated with autism may be misinterpreted.10 Concerns of misattribution of autism characteristics may lead to more use of restraint, longer stays, and more inaccurate diagnoses associated with behavioral issues such as violence in autistic Black children. Second, Medicaid was the majority primary expected payer in autistic youth inpatient stays. This group likely faces multiple contributing factors that exacerbate health issues and barriers to getting needed care, including poverty and disability among other social determinants of health, including race. How care is provided to these vulnerable populations is of great concern.
Although the NIS provides a national snapshot of inpatient hospitalizations in a given year, the following limitations are important to consider. The use of principal diagnosis allows for a convenient way to study the reason for admission, but it likely differs by diagnosis, location, provider, and insurer, as diagnostic coding influences reimbursement. We also did not explore the clustering of diagnoses that might be related to certain reasons for admission, nor variation by race, ethnicity, sex, or other important social determinants of health. However, the NIS provides an unparalleled opportunity to examine all-payer inpatient hospitalizations in autistic youth in the United States. These findings provide new insight into the health care of this population, examining inpatient stays while highlighting the need for more comprehensive preventive and maintenance care.
Ms Rast conceptualized and designed the study, drafted the manuscript, conducted analysis, and finalized the manuscript; Ms Roux contributed to the manuscript preparation and revisions; Drs Fernandes and Shea and Ms D’Silva contributed content expertise for interpretation and discussion of the findings and contributed to revisions; and all authors approved the final manuscript as submitted and agree to be accountable for all aspects of the work.
FUNDING: This project is supported by the Health Resources and Services Administration of the US Department of Health and Human Services under the Autism Intervention Research Network on Physical Health, grant UT2MC39440, and the Autism Transitions Research Project, grant UJ2MC31073. The information, content, and/or conclusions are those of the authors and should not be construed as the official position or policy of, nor should any endorsements be inferred by Health Resources and Services Administration, US Department of Health and Human Services, or the US Government.
- ACSC
ambulatory care sensitive conditions
- CCSR
Clinical Classifications Software Refined
- HCUP
Healthcare Cost and Utilization Project
- ICD-10-CM
International Classification of Diseases, 10th Revision, Clinical Modification
- MBND
mental, behavioral or neurodevelopmental disabilities
- NIS
National Inpatient Sample
References
Competing Interests
CONFLICT OF INTEREST DISCLOSURES: The authors have indicated they have no potential conflicts of interest relevant to this article to disclose.
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