Data Analytics and Prevention
23%of exam
Communication
12%of exam
Risk CommunicationHealth LiteracyMessagingChannels
Programs Equity and Engagement
31%of exam
Leadership and Management
18%of exam
LeadershipBudgetingGrant ManagementWorkforce
Policy Law and Ethics
16%of exam
Public Health LawEthicsHIPAAPolicy Analysis
Quick Facts
- Exam
- CPH
- Credential
- Certified in Public Health
- Time
- 4 hours
- Questions
- 200 (175+25)
- Pass
- Scaled 500
- Org
- NBPHE
- Blueprint
- Aug 1 2024
- Recertify
- 2 years
Study Design Hierarchy
RCT > Cohort > Case-Control > Cross-Sectional
RCT: causationCohort: RRCase-control: ORCross-sectional: prevalence
Incidence vs Prevalence
Incidence
- New cases
- Risk over time
- Cohort measure
Prevalence
- Existing cases
- Point snapshot
- Burden measure
New vs existing
Study Design Picker
- Random assignment possible→RCT(Gold standard)
- Follow exposed over time→Cohort(Measures RR)
- Compare cases vs controls→Case-control(Measures OR)
- Snapshot exposure and disease→Cross-sectional(Prevalence)
- Group-level data only→Ecological(No individual inference)
- Explore perceptions meanings→Qualitative(Non-numerical)
- Mix numbers narrative→Mixed methods(Comprehensive)
Biostatistics Basics
- Mean
- Arithmetic average
- Median
- Middle sorted value
- Mode
- Most frequent value
- SD
- Spread of data
- SE
- Mean precision
- p-value
- Prob under null
- CI
- Range for parameter
- Type I
- False positive
- Type II
- False negative
- Power
- Detect true effect
Outbreak Investigation
Verify Define Count Describe Hypothesize Test
Verify: confirmDefine: case criteriaDescribe: time place personTest: analytic study
OR vs RR
Odds Ratio
- Case-control studies
- Odds of exposure
- Rare disease approx
Relative Risk
- Cohort studies
- Risk in exposed
- Direct risk ratio
Case-control vs cohort
Surveillance Picker
- Providers report voluntarily→Passive(Low cost)
- Dept actively seeks cases→Active(Outbreak response)
- Selected sites track trends→Sentinel(Flu sentinel)
- Pre-diagnostic ED data→Syndromic(Early detection)
Study Designs
- RCT
- Random assignment
- Cohort
- Follow exposed group
- Case-control
- Compare past exposure
- Cross-sectional
- Snapshot exposure and disease
- Ecological
- Group-level data
- Confounding
- Third variable distorts
- Selection bias
- Wrong sample
- Info bias
- Measurement error
Sensitivity vs Specificity
Sensitivity
- True positive rate
- Rules out disease
- Screening use
Specificity
- True negative rate
- Rules in disease
- Confirmation use
SnNout vs SpPin
Epidemiology Measures
- Incidence
- New cases per time
- Prevalence
- All existing cases
- Attack rate
- Cases among exposed
- CFR
- Deaths per cases
- Mortality
- Deaths per population
- RR
- Risk exposed over unexposed
- OR
- Odds exposure ratio
- Sensitivity
- True positive rate
- Specificity
- True negative rate
- PPV
- True positive probability
- NPV
- True negative probability
- R0
- Average secondary infections
Cohort vs Case-Control
Cohort
- Start with exposure
- Follow forward
- Measures RR
Case-Control
- Start with disease
- Look backward
- Measures OR
Forward vs backward
Surveillance Types
- Passive
- Voluntary reporting
- Active
- Dept seeks cases
- Sentinel
- Selected sites monitor
- Syndromic
- Pre-diagnostic data
- Endemic
- Baseline expected level
- Epidemic
- Exceeds expected baseline
- Pandemic
- Multi-country spread
- Herd immunity
- Immune threshold
Type I vs Type II
Type I
- False positive
- Reject true null
- Equals alpha
Type II
- False negative
- Keep false null
- Equals beta
False positive vs negative
Communication Basics
- Risk comm
- Crisis trust messaging
- Health literacy
- Understand health info
- Plain language
- Sixth grade reading
- Mass media
- Broad reach low control
- Interpersonal
- Two-way dialogue
- Social media
- Rapid interactive
- Channel match
- Fit audience objective
- Message framing
- Tailor to audience
Evaluation Flow
Formative -> Process -> Outcome -> Impact
Formative: improveProcess: fidelityOutcome: effectsImpact: long-term
Formative vs Summative
Formative
- During development
- Improve design
- Process feedback
Summative
- After completion
- Judge worth
- Inform scale-up
Improve vs judge
Evaluation Type Picker
- Improve during design→Formative(Developmental)
- Check implementation fidelity→Process(Reach dose)
- Measure short-term effects→Outcome(Knowledge change)
- Judge overall worth→Summative(Completion)
- Long-term population change→Impact(Health status)
- Compare cost per outcome→CEA(Cost per QALY)
Program Planning
- Needs assessment
- Gap identification
- Logic model
- Inputs to outcomes
- SMART
- Specific measurable time-bound
- Evidence-based
- Proven interventions
- Formative
- During development
- Summative
- After completion
- Process eval
- Implementation fidelity
- Outcome eval
- Effects achieved
- Impact eval
- Long-term change
- CQI
- Continuous improvement
SMART Objectives
Specific Measurable Achievable Relevant Time-bound
Specific: clear targetMeasurable: countableAchievable: feasibleTime-bound: deadline
Health Equity
- SDOH
- Conditions of living
- Equity
- Need-based allocation
- Equality
- Same for all
- Disparity
- Difference unfair
- Inequity
- Unfair avoidable difference
- Cultural competence
- Work across cultures
- Environmental justice
- Fair env burden
- Structural racism
- Systemic disadvantage
Collaboration and Partnership
- Stakeholder analysis
- Interest influence map
- Coalition
- Shared goal alliance
- Community engagement
- Participatory involvement
- Partnership
- Cross-sector collaboration
- Systems thinking
- Interconnected feedback
- Coalition governance
- Roles mutual benefit
- Trust building
- Sustained communication
Leadership and Management
- Change mgmt
- Managed transition
- Workforce dev
- Build capacity
- Governance
- Board oversight
- Line-item budget
- Spend by category
- Program budget
- Spend by activity
- Grant mgmt
- Allowable cost tracking
- Cost-benefit
- Net dollar value
- CEA
- Cost per QALY
- Strategic planning
- Long-term direction
- Performance mgmt
- Standards feedback
Ethical Principles
Autonomy Beneficence Non-maleficence Justice
Autonomy: self-ruleBeneficence: helpNon-maleficence: no harmJustice: fair
HIPAA vs IRB
HIPAA
- PHI privacy
- Covered entities
- Disclosure rules
IRB
- Human subjects
- Research review
- Consent required
Privacy vs research ethics
Policy Law and Ethics
- Autonomy
- Self-determination
- Beneficence
- Act for benefit
- Non-maleficence
- Do no harm
- Justice
- Fair distribution
- Informed consent
- Risks benefits alternatives
- IRB
- Human subject protection
- HIPAA
- PHI privacy rule
- Quarantine
- Restrict exposed
- ACA
- Insurance marketplace
- Medicare
- Older adults federal
- Medicaid
- Low-income state fed
- Police power
- State health authority
Common Traps
Incidence is not prevalence
Incidence new cases ≠ Prevalence all cases
OR is not RR
OR case-control odds ≠ RR cohort risk
p-value is not truth probability
Reject null if small ≠ Not prob hypothesis true
Screening is not diagnosis
Screen asymptomatic ≠ Diagnose symptomatic
Equity is not equality
Equity need-based ≠ Equality same for all
Significant is not important
Significant statistical ≠ Important clinical impact
Last Minute
- 1.10 domains; 8-12% each
- 2.200 questions; 4 hours; scaled 500
- 3.Incidence = new; prevalence = existing
- 4.OR for case-control; RR for cohort
- 5.CI excludes null = significant
- 6.Type I = false positive
- 7.Sensitivity rules out; specificity in
- 8.Formative improves; summative judges
- 9.HIPAA = privacy; IRB = research
- 10.Equity = need-based; equality = same
