Indicators

Public measures that help show the larger conditions around documented harm.

Indicators are here to add measurable context around cases. They help show whether a documented harm may reflect a broader pattern in a hospital, service system, community, or region.

A number cannot tell the whole story by itself. That is why each indicator is used alongside case records, source notes, and visible limits.

This platform connects what happens in real cases to the larger systems and data used to measure them.

On this page, the connection appears as readable measures linked back to cases, places, time periods, and framework categories.

How to read an indicator

Every indicator is meant to answer a few plain-language questions.

What is it?

A readable measure name and short definition

Indicators are presented in plain language first, with technical context added only when helpful.

Why does it matter?

Measurable context around a case or pattern

The point is to show conditions around the harm, not to replace the case record.

How does it connect?

Related cases and framework categories

Indicators can connect to CMS, PRAPARE, Z codes, CHNA work, community conditions, or local context.

Indicator library

Measures linked to the public record.

Behavioral health access

Mental health treatment gaps in the United States

1 related cases

Framing indicator showing that many people with mental health conditions still do not get the treatment they need. It helps explain why a patient in obvious psychiatric distress may be discharged without appropriate evaluation or follow-up.

Community condition
Plain-language name
Mental health treatment gaps in the United States
Why it matters
Framing indicator showing that many people with mental health conditions still do not get the treatment they need. It helps explain why a patient in obvious psychiatric distress may be discharged without appropriate evaluation or follow-up.
Geography
United States (national)
Time period
Current NAMI policy report
Source
National Alliance on Mental Illness (NAMI)
Value
Framing indicator showing that many people with mental health conditions still do not get the treatment they need. It helps explain why a patient in obvious psychiatric distress may be discharged without appropriate evaluation or follow-up.
Related framework category
Community condition
Related cases
Denial of Psychiatric Evaluation for Hallucinating Patient
Behavioral health oversight

Facilities named in the Acadia medically unnecessary inpatient settlement

1 related cases

This indicator captures the multi-state facility scope of the federal settlement resolving allegations that Acadia billed for inpatient psychiatric services that were not medically necessary.

Community condition
Plain-language name
Facilities named in the Acadia medically unnecessary inpatient settlement
Why it matters
This indicator captures the multi-state facility scope of the federal settlement resolving allegations that Acadia billed for inpatient psychiatric services that were not medically necessary.
Geography
Florida, Georgia, Michigan, and Nevada (multi-state)
Time period
2014-2017 conduct resolved in 2024 settlement
Source
U.S. Department of Justice
Value
6.00 facilities
Related framework category
Community condition
Related cases
Acadia Healthcare Company: Settlement on Medically Unnecessary Inpatient Services Billing
Care continuity

30-day readmission rate for schizophrenia

2 related cases

National 30-day all-cause readmission rate for schizophrenia from AHRQ HCUP 2010 data.

CMS
Plain-language name
30-day readmission rate for schizophrenia
Why it matters
National 30-day all-cause readmission rate for schizophrenia from AHRQ HCUP 2010 data.
Geography
United States (national)
Time period
2010
Source
AHRQ Healthcare Cost and Utilization Project (HCUP) Statistical Briefs #153 and #154
Value
22.00 percent
Related framework category
CMS
Related cases
Planned discharge to homeless shelter for patient with schizophrenia | Premature Discharge of Gravely Disabled Patient to Desert
Care continuity

Illinois 30-day readmission to any psychiatric hospital

1 related cases

Statewide 30-day psychiatric hospital readmission rate reported in SAMHSA's 2023 Uniform Reporting System tables for Illinois. This indicator helps show how continuity failures in psychiatric care can quickly lead patients back into crisis-level treatment needs.

CMS
Plain-language name
Illinois 30-day readmission to any psychiatric hospital
Why it matters
Statewide 30-day psychiatric hospital readmission rate reported in SAMHSA's 2023 Uniform Reporting System tables for Illinois. This indicator helps show how continuity failures in psychiatric care can quickly lead patients back into crisis-level treatment needs.
Geography
Illinois (state)
Time period
2023
Source
SAMHSA Uniform Reporting System
Value
4.50 percent
Related framework category
CMS
Related cases
Two-Hour Discharge of Suicidal Patient Despite Involuntary Admission Petition
Child welfare oversight

Alameda County child welfare worker vacancy rate

1 related cases

This indicator captures staffing strain inside Alameda County's child welfare system, where the California State Auditor found rising vacancy rates alongside delayed investigations and inconsistent documentation of services for youth.

Local context
Plain-language name
Alameda County child welfare worker vacancy rate
Why it matters
This indicator captures staffing strain inside Alameda County's child welfare system, where the California State Auditor found rising vacancy rates alongside delayed investigations and inconsistent documentation of services for youth.
Geography
Alameda County, CA (county)
Time period
FY 2023-24 audit snapshot
Source
California State Auditor
Value
35.00 percent
Related framework category
Local context
Related cases
Sophia Mason, Age 8, Died Following Repeated Child Welfare System Failures and Missed Intervention Opportunities
Community integration

Louisiana adults with serious mental illness served in nursing facilities

1 related cases

This indicator captures the statewide scale of Louisiana's reliance on nursing facilities to serve adults with serious mental illness instead of community-based alternatives.

Community condition
Plain-language name
Louisiana adults with serious mental illness served in nursing facilities
Why it matters
This indicator captures the statewide scale of Louisiana's reliance on nursing facilities to serve adults with serious mental illness instead of community-based alternatives.
Geography
Louisiana (state)
Time period
2024 DOJ findings
Source
U.S. Department of Justice
Value
4000.00 people
Related framework category
Community condition
Related cases
Louisiana: Systemic Reliance on High-Volume Nursing Facilities for Serious Mental Illness
Community integration

Missouri recent nursing facility admissions with Assertive Community Treatment in place

1 related cases

This indicator captures how rarely recent Missouri nursing facility admissions involving adults with serious mental illness had Assertive Community Treatment services in place before institutional placement.

Community condition
Plain-language name
Missouri recent nursing facility admissions with Assertive Community Treatment in place
Why it matters
This indicator captures how rarely recent Missouri nursing facility admissions involving adults with serious mental illness had Assertive Community Treatment services in place before institutional placement.
Geography
Missouri (state)
Time period
2024 DOJ findings
Source
U.S. Department of Justice
Value
3.00 percent
Related framework category
Community condition
Related cases
Missouri: DOJ Settlement on Nursing Facility Pipeline for Adults with Serious Mental Illness
Community integration

South Carolinians with serious mental illness unnecessarily segregated in CRCFs

1 related cases

This indicator captures the statewide scale of unnecessary institutionalization alleged by the U.S. Department of Justice. It reflects how many adults with serious mental illness were living in Community Residential Care Facilities because community-based services were not made available to them.

Community condition
Plain-language name
South Carolinians with serious mental illness unnecessarily segregated in CRCFs
Why it matters
This indicator captures the statewide scale of unnecessary institutionalization alleged by the U.S. Department of Justice. It reflects how many adults with serious mental illness were living in Community Residential Care Facilities because community-based services were not made available to them.
Geography
South Carolina (state)
Time period
2024 DOJ complaint
Source
U.S. Department of Justice
Value
1000.00 people
Related framework category
Community condition
Related cases
South Carolina DOJ Settlement Over Unnecessary Institutionalization of Adults With Serious Mental Illness
Corporate compliance oversight

UHS facilities with CIA-era reportable events listed by OIG

1 related cases

Count of UHS facilities listed on the HHS OIG Corporate Integrity Agreement page as having CIA-era reportable events during 2023 and 2024. This indicator does not measure all UHS compliance problems, but it does show that multiple facilities generated reportable events while UHS was under a federal integrity agreement.

Community condition
Plain-language name
UHS facilities with CIA-era reportable events listed by OIG
Why it matters
Count of UHS facilities listed on the HHS OIG Corporate Integrity Agreement page as having CIA-era reportable events during 2023 and 2024. This indicator does not measure all UHS compliance problems, but it does show that multiple facilities generated reportable events while UHS was under a federal integrity agreement.
Geography
Universal Health Services (company)
Time period
2023-2024
Source
HHS Office of Inspector General
Value
6.00 facilities
Related framework category
Community condition
Related cases
UHS Behavioral Health Oversight Failures During Corporate Integrity Agreement Period
Criminalization

Criminal justice revolving door for people in behavioral or medical crisis

5 related cases

Framing indicator capturing the documented pattern in which people experiencing untreated mental illness or acute behavioral crisis are repeatedly pulled into jail instead of receiving appropriate medical or community-based care. Used here to contextualize the criminalization of a visibly impaired emergency patient.

Community condition
Plain-language name
Criminal justice revolving door for people in behavioral or medical crisis
Why it matters
Framing indicator capturing the documented pattern in which people experiencing untreated mental illness or acute behavioral crisis are repeatedly pulled into jail instead of receiving appropriate medical or community-based care. Used here to contextualize the criminalization of a visibly impaired emergency patient.
Geography
United States (national)
Time period
NCJRS framing source
Source
National Criminal Justice Reference Service
Value
Framing indicator capturing the documented pattern in which people experiencing untreated mental illness or acute behavioral crisis are repeatedly pulled into jail instead of receiving appropriate medical or community-based care. Used here to contextualize the criminalization of a visibly impaired emergency patient.
Related framework category
Community condition
Related cases
17-Year-Old Foster Youth with Mental Health Needs Fatally Shot by Deputies During Crisis Response | Alameda County, California: DOJ Settlement on Crisis Management and Incarceration Integration | Criminalization of Semi-Conscious Medical Emergency
Crisis response capacity

Louisville-area adults with multiple psychiatric hospital admissions in one year

1 related cases

This indicator captures the scale of repeated psychiatric hospitalization in the Louisville and Jefferson County area when community-based crisis services were not available.

Community condition
Plain-language name
Louisville-area adults with multiple psychiatric hospital admissions in one year
Why it matters
This indicator captures the scale of repeated psychiatric hospitalization in the Louisville and Jefferson County area when community-based crisis services were not available.
Geography
Jefferson County, KY (county)
Time period
2024 DOJ findings
Source
U.S. Department of Justice
Value
1000.00 people
Related framework category
Community condition
Related cases
Kentucky: DOJ Findings on Louisville Psychiatric Hospitalization Revolving Door
Education integration

Georgia students served in segregated GNETS programs

1 related cases

This indicator captures the statewide scale of the Georgia GNETS segregation case, which described thousands of students being served in separate programs instead of mainstream school settings.

Local context
Plain-language name
Georgia students served in segregated GNETS programs
Why it matters
This indicator captures the statewide scale of the Georgia GNETS segregation case, which described thousands of students being served in separate programs instead of mainstream school settings.
Geography
Georgia (state)
Time period
2024 DOJ case framing
Source
U.S. Department of Justice
Value
1000.00 students
Related framework category
Local context
Related cases
Georgia: GNETS Segregation of Students with Behavioral Disabilities
Healthcare affordability

Commercially insured air ambulance transports that were out of network

1 related cases

This indicator helps show that the bill in this case was not just an isolated pricing anomaly. Air ambulance transports were frequently out of network during the study period, and many patients faced large potential balance bills even though they had little control over the transport decision

Community condition
Plain-language name
Commercially insured air ambulance transports that were out of network
Why it matters
This indicator helps show that the bill in this case was not just an isolated pricing anomaly. Air ambulance transports were frequently out of network during the study period, and many patients faced large potential balance bills even though they had little control over the transport decision
Geography
Wyoming (national)
Time period
2014-2017 study
Source
Milbank Quarterly / PubMed
Value
75.00 percent
Related framework category
Community condition
Related cases
The Case of the $489,000 Air Ambulance Ride
Healthcare affordability

Commercially insured air ambulance transports that were out of network

0 related cases

Description pending.

Community condition
Plain-language name
Commercially insured air ambulance transports that were out of network
Why it matters
This indicator adds measurable context around the case or pattern.
Geography
Wyoming (national)
Time period
2014-2017 study
Source
Milbank Quarterly / PubMed
Value
75.00 percent
Related framework category
Community condition
Related cases
No public cases linked yet.
Housing instability

People experiencing homelessness in Columbus and Franklin County

1 related cases

Point-in-Time count of people experiencing homelessness in Columbus and Franklin County. This indicator provides local housing-system context for cases where a hospital discharge plan would have placed a patient with serious mental illness into homelessness or emergency shelter conditions.

Community condition
Plain-language name
People experiencing homelessness in Columbus and Franklin County
Why it matters
Point-in-Time count of people experiencing homelessness in Columbus and Franklin County. This indicator provides local housing-system context for cases where a hospital discharge plan would have placed a patient with serious mental illness into homelessness or emergency shelter conditions.
Geography
Franklin County, OH (county)
Time period
January 2025
Source
Community Shelter Board
Value
2556.00 people
Related framework category
Community condition
Related cases
Planned discharge to homeless shelter for patient with schizophrenia
Mental health access

Adults ages 18–44 receiving any mental health treatment

1 related cases

National share of adults ages 18 to 44 who received any mental health treatment in the past 12 months. This provides broad context for how many younger adults interact with the mental health system and how common the need for treatment and continuity of care is in this age group.

Community condition
Plain-language name
Adults ages 18–44 receiving any mental health treatment
Why it matters
National share of adults ages 18 to 44 who received any mental health treatment in the past 12 months. This provides broad context for how many younger adults interact with the mental health system and how common the need for treatment and continuity of care is in this age group.
Geography
United States (national)
Time period
2021
Source
CDC National Center for Health Statistics
Value
23.20 percent
Related framework category
Community condition
Related cases
Mental Health Crisis Discharge to Closed Greyhound Terminal Before Disappearance of T'Montez Hurt
Mental health access

Uninsured adults with any mental illness receiving treatment

1 related cases

National treatment rate for uninsured nonelderly adults with any mental illness. This indicator helps show how lack of insurance is associated with substantially lower access to mental health treatment, which is directly relevant when a psychiatric facility is accused of refusing transfers because patients were uninsured.

Community condition
Plain-language name
Uninsured adults with any mental illness receiving treatment
Why it matters
National treatment rate for uninsured nonelderly adults with any mental illness. This indicator helps show how lack of insurance is associated with substantially lower access to mental health treatment, which is directly relevant when a psychiatric facility is accused of refusing transfers because patients were uninsured.
Geography
United States (national)
Time period
2023
Source
KFF
Value
37.00 percent
Related framework category
Community condition
Related cases
Brentwood Behavioral Healthcare Denial of Psychiatric Transfers Based on Uninsured Status
Suicide risk

Suicide deaths in the United States

1 related cases

Public health indicator showing how many people die by suicide and how many adults seriously think about suicide in the United States. It helps place a hospital suicide-crisis discharge in the context of a much larger national safety problem.

Local context
Plain-language name
Suicide deaths in the United States
Why it matters
Public health indicator showing how many people die by suicide and how many adults seriously think about suicide in the United States. It helps place a hospital suicide-crisis discharge in the context of a much larger national safety problem.
Geography
United States (national)
Time period
2023 CDC suicide facts
Source
Centers for Disease Control and Prevention
Value
49316.00 deaths
Related framework category
Local context
Related cases
AMA Discharge of High-Risk Suicide Patient Without Capacity Assessment
Trauma care access

National trauma system capability documented by the NTDB

2 related cases

Framing indicator showing that trauma care depends on organized hospital systems, specialty coverage, and reliable transfer pathways. The American College of Surgeons National Trauma Data Bank is used here as a public source documenting the national trauma care system and the importance of timely treatment for injured patients.

Local context
Plain-language name
National trauma system capability documented by the NTDB
Why it matters
Framing indicator showing that trauma care depends on organized hospital systems, specialty coverage, and reliable transfer pathways. The American College of Surgeons National Trauma Data Bank is used here as a public source documenting the national trauma care system and the importance of timely treatment for injured patients.
Geography
United States (national)
Time period
Current ACS NTDB program page
Source
American College of Surgeons
Value
Framing indicator showing that trauma care depends on organized hospital systems, specialty coverage, and reliable transfer pathways. The American College of Surgeons National Trauma Data Bank is used here as a public source documenting the national trauma care system and the importance of timely treatment for injured patients.
Related framework category
Local context
Related cases
Flowers Hospital, Alabama: Transfer Refusal by On-Call Specialist Despite Capability | Refusal of Specialized Trauma Transfer for Vulnerable Patients
Victim-response disparity

Black female homicide rate compared with White female homicide rate

1 related cases

This indicator shows the national disparity between homicide rates for Black females and White females in 2022.

Local context
Plain-language name
Black female homicide rate compared with White female homicide rate
Why it matters
This indicator shows the national disparity between homicide rates for Black females and White females in 2022.
Geography
United States (national)
Time period
2022 NVDRS homicide rates
Source
CDC National Violent Death Reporting System (NVDRS)
Value
4.72 ratio
Related framework category
Local context
Related cases
Lauren Smith-Fields Case and Alleged Investigative Failure in Bridgeport
Victim-response disparity

Black women and girls as a share of female missing-person entries

1 related cases

This indicator shows how often Black women and girls appeared in FBI missing-person entries compared with all female missing-person entries in 2025.

Local context
Plain-language name
Black women and girls as a share of female missing-person entries
Why it matters
This indicator shows how often Black women and girls appeared in FBI missing-person entries compared with all female missing-person entries in 2025.
Geography
United States (national)
Time period
2025 NCIC entries
Source
FBI National Crime Information Center (NCIC)
Value
38.89 percent
Related framework category
Local context
Related cases
Lauren Smith-Fields Case and Alleged Investigative Failure in Bridgeport
Youth behavioral health access

Adolescents with major depressive episode who did not receive treatment

2 related cases

This indicator captures the national treatment gap for adolescents who experienced a major depressive episode, providing context for cases where youth with known psychiatric risk moved through systems without stable mental health care.

Community condition
Plain-language name
Adolescents with major depressive episode who did not receive treatment
Why it matters
This indicator captures the national treatment gap for adolescents who experienced a major depressive episode, providing context for cases where youth with known psychiatric risk moved through systems without stable mental health care.
Geography
United States (national)
Time period
2021
Source
National Institute of Mental Health
Value
59.40 percent
Related framework category
Community condition
Related cases
Sage Blair, Minor in State Custody, Experienced Abuse and System Failures Following Mental Health and Identity-Related Crisis | 13-Year-Old Jade Smith Died by Suicide Following Child Welfare Placement and Care Coordination Failures
Youth behavioral health access

Nevada youth mental health access ranking

1 related cases

This indicator captures the access context described in the Nevada settlement, where the state was identified as last nationally for youth mental health access while relying too heavily on institutional settings.

Community condition
Plain-language name
Nevada youth mental health access ranking
Why it matters
This indicator captures the access context described in the Nevada settlement, where the state was identified as last nationally for youth mental health access while relying too heavily on institutional settings.
Geography
Nevada (state)
Time period
2025 DOJ settlement
Source
U.S. Department of Justice
Value
This indicator captures the access context described in the Nevada settlement, where the state was identified as last nationally for youth mental health access while relying too heavily on institutional settings.
Related framework category
Community condition
Related cases
Nevada: DOJ Settlement on Youth Medicaid Institutionalization