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Policy environments shape distress
State economic and social policies influence mental health by shaping economic security, stress exposure, and access to care; mental health varies geographically because policies cluster within states
Policy bundling
States tend to adopt clusters of policies (e.g., high minimum wage + Medicaid expansion), creating distinct policy environments that shape mental health outcomes
Frequent mental distress (FMD)
ā„14 days of poor mental health in past 30 days; used to measure population mental health
Three mechanisms linking policy to mental health
(1) Improve wages/reduce poverty (2) Reduce economic hardship (3) Buffer stress effects of hardship
Economic hardship
Inability to meet basic needs like housing, food, or healthcare; strongly linked to poor mental health
Loneliness definition
Subjective distress from lack of meaningful relationships
Social isolation definition
Objective lack of social interaction or relationships
Loneliness vs isolation
Distinct but related; weak correlation; someone can be isolated but not lonely and vice versa
Loneliness as social pain
A distressing internal state caused by mismatch between desired and actual connections
Loneliness and social contacts
Negative monotonic relationship; fewer contacts ā higher loneliness
Loneliness network effect
Spreads up to 3 degrees of separation in social networks
Loneliness clustering
Lonely individuals tend to be located at the periphery of social networks
Health effects of loneliness
Increased risk of heart disease, stroke, depression, suicide, cognitive decline, mortality
Economic effects of loneliness
Billions in healthcare costs and lost productivity
Social connection as SDOH
Key determinant of health affecting resilience, safety, and wellbeing
Access vs quality
Access to care does not ensure high-quality or appropriate care
Workforce shortage
Too few providers to meet demand
Workforce maldistribution
Providers unevenly distributed geographically (e.g., rural shortages)
Fragmentation
Lack of integration across healthcare, education, and social services systems
Default to crisis care
System prioritizes acute services due to payment incentives
Crisis system role
Entry point to mental health system; must be available anytime/anywhere
Crisis system goals
Prevent suicide, ED visits, hospitalization, incarceration
Crisis continuum
Talk (988), Respond (mobile teams), Recover (stabilization)
988 hotline
National 3-digit crisis line connecting to ~180 centers
Mobile crisis teams
On-site response to mental health crises in community settings
Crisis stabilization
Short-term treatment to avoid hospitalization
Overreliance on ED/jails
Due to lack of community-based services
Deinstitutionalization problem
Closure of institutions without sufficient community care capacity
Criminalization of mental illness
People in crisis interact with criminal justice system
Peer workforce
People with lived experience providing care/support
Community health workers
Non-clinical workers connecting patients to care and resources
Nontraditional care sites
Barbershops, community spaces used for outreach and care
Fee-for-service (FFS)
Payment per service; incentivizes volume
FFS limitations
Does not support prevention, coordination, or outreach
Capitation (PMPM)
Fixed payment per patient per month; incentivizes prevention and coordination
Episode-based payment
Single payment per episode of care
Population-based payment
Total cost of care model for population
Risk adjustment
Adjusts payment based on patient complexity to avoid selection bias
Quality metrics
Measure outcomes like follow-up care, medication adherence
Primary prevention
Prevent disease before it occurs
Secondary prevention
Detect disease early and intervene
Tertiary prevention
Treat and manage disease to reduce complications
Upstream interventions
Policy-level interventions addressing root causes
Midstream interventions
Behavioral and early disease interventions
Downstream interventions
Treatment-focused interventions
Screening level
Midstream prevention
Mental health parity
Insurance must treat MH and medical benefits equally
NQTLs (nonquantitative treatment limits)
Barriers like prior authorization or step therapy
Same-day billing restriction
Limits reimbursement for mental + physical care same day
Parity enforcement problem
Weak enforcement allows disparities to persist
IMD exclusion
Medicaid cannot fund institutions >16 beds
IMD purpose
Encourage community-based care
School-based mental health (SBMH)
Mental health services delivered in schools
SBMH advantage
Near-universal access and reduced barriers
MTSS framework
Universal, selective, indicated tiers of support
SBMH delivery models
School-employed, community-partnered, school-based health centers
SBHCs
On-site clinics providing integrated care
SBMH workforce
Includes counselors, psychologists, psychiatrists
Youth MH treatment gap
Many youth receive no or delayed care
Social media harms
Exposure to harmful content, addiction, sleep disruption
Social media benefits
Community, identity formation, social support
Haidt thesis
Social media is major causal factor in youth MH crisis
Odgers thesis
Evidence is correlational; structural factors matter more
Causation vs correlation
Association does not prove causation
Policy debate framing
Responsibility: individual/family vs corporations vs government
Top-left quadrant
Strong regulation of tech companies (class consensus)
Algorithm bans
Restrict algorithmic recommendations for minors
Age verification
Require proof of age for social media access
Perinatal mental health
Mental health during pregnancy and postpartum
Maternal mortality
Deaths during pregnancy or shortly after
Postpartum risk period
Up to 1 year after birth
Mental health as leading cause
Includes suicide and substance use
Parental stress
Parents have higher stress than non-parents
Policy tension (parenthood)
High expectations for parenting but low structural support
Biopsychosocial model
Health shaped by biological, psychological, social factors
Mental health definition
Emotional, psychological, social wellbeing
Care continuum
Self-help ā outpatient ā intensive ā inpatient
Guardrails
Preventive supports maintaining stability
Liferafts
Crisis interventions for acute needs
Therapy modalities
CBT, DBT, ACT, exposure therapy
Psychiatry role
Medication management and diagnosis
Interventional psychiatry
TMS, ECT, esketamine
Collaborative care model
Integrates mental health into primary care
Population-level metrics
System-wide measures like prevalence, access
Individual-level metrics
Patient outcomes like PHQ-9 scores