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Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of Kentucky University of Kentucky [email protected]
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Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

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Page 1: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Harvesting the Power of Public Health Systems for Injury Prevention & Control

Glen Mays, PhD, MPH University of KentuckyUniversity of Kentucky

[email protected]

Page 2: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Gaps in health system performanceGaps in health system performance

WHO 2010

Page 3: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Falling behind in population healthPreventable Deaths per 100,000 population

Page 4: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Inequities in population healthInequities in population health

Source: Commonwealth Fund 2012

Page 5: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Preventable disease burden Preventable disease burden and national health spendingand national health spending

>75% of national health spending is attributable to conditions that are largely preventableto conditions that are largely preventable

– Cardiovascular disease– Diabetes– Diabetes– Lung diseases– Cancer– Injuries– Vaccine-preventable diseases and sexually

transmitted infections

<5% of national health spending is allocated to<5% of national health spending is allocated to public health and prevention

CDC 2008 and CMS 2011

Page 6: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Preventable disease burden Preventable disease burden and national health spendingand national health spending

$406 Billion annually in medical costs and$406 Billion annually in medical costs and lost productivity due to injury

$$102 Million annually spent on state injury and violence prevention programs

Safe States Alliance. State of the States Report, 2011

Page 7: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Challenges in public health delivery

Resources ǂ preventable disease burden

C l f t d i bl d li tComplex, fragmented, variable delivery systems

Large inequities in resources & capacity

Variable productivity and efficiency

G i id b f bli h lth d liGaps in evidence base for public health delivery

Inability to demonstrate value/return on investment

Page 8: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Public health delivery systemsPublic health delivery systems

National Longitudinal Survey of Public Health Systems, 2012

Page 9: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Breadth of i i

Scope of

Complexity in public health deliveryComplexity in public health delivery

Public HealthS t

Public Health AgencyLegal authority

organizations

Scope of services GoverningF di l l

Division of responsibility

pactivityScale of

operations

System

P ti i tiIntergovernmental

LeadershipDistribution of effort

servicesStaffing levels

& mix

Governing structure

Funding levels & mix

Compatibility of missionsResources &

expertiseParticipation

incentives

grelationships

N d

of effortNature & intensity

of relationships Decision Support•Accreditation

StrategicDecisions

NeedsPreferences

Risks Population & i

•Accreditation•Performance measures•Practice guidelines

Perceptions

EnvironmentResources

ThreatsOutputs and Outcomes

Reach Adherence to EBPsp ReachEffectivenessTimeliness

EfficiencyEquityMays et al 2009

Page 10: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Variation in Public Health DeliveryVariation in Public Health Delivery

D li f d d bli h lth ti itiD li f d d bli h lth ti itiDelivery of recommended public health activitiesDelivery of recommended public health activities

90%

100% Assurance Policy Assessment

70%

80%

90%

es

40%

50%

60%

f act

iviti

e

20%

30%

40%

% o

f

0%

10%

1998 2006 2012

↑ 10% ↓ 5%National Longitudinal Survey of Public Health Systems 2010; 2012

Page 11: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Variation in Public Health DeliveryVariation in Public Health Delivery

D li f d d bli h lth ti itiD li f d d bli h lth ti itiDelivery of recommended public health activitiesDelivery of recommended public health activities

Trust for America’s Health. 2013

Page 12: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Why study public health delivery?Why study public health delivery?“The Committee had hoped to provide specific guidance elaborating on the types and levels of

kf i f t t l t d dworkforce, infrastructure, related resources, and financial investments necessary to ensure the availability of essential public health services to allavailability of essential public health services to all of the nation’s communities. However, such evidence is limited, and there is no agenda or , gsupport for this type of research, despite the critical need for such data to promoteand protect the nation’s health.”

—Institute of Medicine 2003—Institute of Medicine, 2003

Page 13: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Public health services Public health services & systems research& systems research& systems research& systems research

A field of inquiry examining the organization, financing, and deliveryorganization, financing, and deliveryof public health services at local, state and national levels and the impact ofand national levels, and the impact of these activities on population health

Mays, Halverson, and Scutchfield. 2003

Page 14: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

PHSSR’s place in the continuumPHSSR’s place in the continuum

Intervention Research

Services/Systems ResearchResearch

What works – proof of efficacy

ResearchHow to organize, implement and sustain in the real worldof efficacy

Controlled trials

G id t C it

and sustain in the real-world – Reach– Enforcement/Compliance

Guide to Community Preventive Services

p– Quality/Effectiveness– Cost/Efficiency

E it /Di iti– Equity/Disparities

Impact on population health

Comparative effectiveness & efficiency

Page 15: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

PHSSR and policy relevancePHSSR and policy relevance

Patient Protection and Affordable Care Act of 2010

Page 16: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

A national research agenda A national research agenda to improve public health delivery systemsto improve public health delivery systemsPublic health system organization and structure

Public health financing and economicsPublic health financing and economics

Public health workforce

Public health information and technology

Cross-cutting elementsg− Quality− Law and policy− Equity and disparities− Metrics and data− Analytic methods

http://www.publichealthsystems.org/research-agenda.aspx

Page 17: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Emerging evidence:Emerging evidence:organization and structureorganization and structureorganization and structureorganization and structure

Who contributes to public health delivery?p y

How are roles and responsibilities divided?

How and why do delivery systems vary and change over time?

How do system structures affect public health delivery and outcomes?

Page 18: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Organizations engagedOrganizations engagedin local in local ppublic health deliveryublic health delivery

-50% -30% -10% 10% 30% 50%

Local health agency

% Change 2006-2012 Scope of Delivery 2012

Local health agency

Other local government

State health agency

Other state government

Hospitals

Physician practices

Community health centers

Health insurersHealth insurers

Employers/business

Schools

CBOs

National Longitudinal Survey of Public Health Systems, 2012

Page 19: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Private and voluntary organizations t ib t d thcontributed more than

of the public health activities performed i th U S it i 2012in the average U.S. community in 2012.

Mays GP et al. National Longitudinal Survey of Public Health Systems, 2013.

Page 20: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

A typology of public health delivery systemsA typology of public health delivery systems50%

40%

45%

50%19982006

2012ies

25%

30%

35% 2012

omm

uniti

10%

15%

20%

% o

f co

Scope High High High Mod Mod Low Low0%

5%

10%

1 2 3 4 5 6 7Scope High High High Mod Mod Low LowCentralization Mod Low High High Low High LowIntegration High High Low Mod Mod Low Mod

Source: Mays et al. 2010; 2012

Comprehensive Conventional Limited

Page 21: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Changes in health associated with delivery systemChanges in health associated with delivery systemInfant Deaths/1000 Live Births

0 3

0.4 Infant Deaths/1000 Births

0.0

0.1

0.2

0.3Percent Changes in Preventable Mortality Rates by System Typology (cluster)

6 08.0 10.0

-0.1

Cluster 3 Clusters 4-5 Cluster 6 Cluster 7

Cancer deaths/100,000 population Heart Disease Deaths/100,000Clusters 1-3

-4.0-2.00.02.04.06.0

2.0

4.0

6.0

8.0

-6.0

Cluster 3 Clusters 4-5 Cluster 6 Cluster 70.0

Cluster 3 Clusters 4-5 Cluster 6 Cluster 7

1 0

2.0

3 0

4.0Influenza Deaths/100,000 Infectious Disease Deaths/100,000Clusters 1-3Clusters 1-3

-2 0

-1.0

0.0

1.0

0 0

1.0

2.0

3.0

Fixed-effects models control for population size, density, age composition, poverty status, racial composition, and physician supply

-2.0

Cluster 3 Clusters 4-5 Cluster 6 Cluster 70.0

Cluster 3 Clusters 4-5 Cluster 6 Cluster 7Clusters 1-3Clusters 1-3

Page 22: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Emerging evidence:Emerging evidence:finance and economicsfinance and economicsfinance and economicsfinance and economics

How does public health spending vary across p p g ycommunities and change over time?

What are the health effects attributable toWhat are the health effects attributable to changes in public health spending?

What are the medical cost effects attributable toWhat are the medical cost effects attributable to changes in public health spending?

Wh t th t iti f i iWhat are the opportunities for improving efficiency in public health delivery?

Page 23: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Factors driving growth in medical spendingFactors driving growth in medical spending

per case

Roehrig et al. Health Affairs 2011

Page 24: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Public health’s share of national health spendingPublic health’s share of national health spending$Billions %NHEUSDHHS National Health Expenditure Accounts

$80

$90State and Local

3 00%

3.50%$ %

$60

$70Federal

2.50%

3.00%

$40

$50

$60

1 50%

2.00%

$20

$30

$40

1.00%

1.50%

$

$10

$200.50%

$0

1960

1962

1964

1966

1968

1970

1972

1974

1976

1978

1980

1982

1984

1986

1988

1990

1992

1994

1996

1998

2000

2002

2004

2006

2008

0.00%

Page 25: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Funding sources for injury preventionFunding sources for injury prevention

St t

Other, 3%

State, 36%

Federal, 61%

Safe States Alliance. State of the States Report, 2011

Page 26: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Variation in Local Public Health SpendingVariation in Local Public Health Spending

.15

.1uniti

es Gini = 0.485

of c

omm

u.0

5Pe

rcen

t 00

$0 $50 $100 $150 $200 $250Expenditures per capita, 2010

Page 27: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Changes in Local Public Health SpendingChanges in Local Public Health Spending19931993--20102010

.25

.2un

ities

62%

.15

of c

omm

u 62% growth

38%.1Pe

rcen

t 38% decline

.05

0

-100 -50 0 50 100Change in per-capita expenditures ($)

Page 28: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Variation in Injury Prevention Spending, 2011Variation in Injury Prevention Spending, 2011

Safe States Alliance. State of the States Report, 2011

Page 29: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Determinants of Public Health Determinants of Public Health Spending LevelsSpending LevelsSpending LevelsSpending Levels

S i iService mix16%

Demographic

Unexplained34%

Demographic, health &

economic33%

Governance& decision-

making17%

– Delivery system size & structure– Service mix

Population needs and risks– Population needs and risks– Efficiency & uncertainty

Mays et al. 2009

Page 30: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Mortality reductions attributable to localMortality reductions attributable to localpublic health spending, 1993public health spending, 1993--20082008

1

2

Infant mortality

Heart disease Diabetes Cancer Influenza All-cause Alzheimers Injury

-1

0

1

e

4

-3

-2

nt c

hang

e

-6

-5

-4

Perc

en

-9

-8

-7

-9Hierarchical regression estimates with instrumental variables to correct for selection and unmeasured confounding

Mays et al. 2011

Page 31: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Effects of public health spending Effects of public health spending on medical care spending 1993on medical care spending 1993--20082008on medical care spending 1993on medical care spending 1993--20082008

Change in Medical Care Spending Per Capita Attributable to g p g p1% Increase in Public Health Spending Per Capita

Model N Elasticity S.E.

One year lag 8532 0 088 0 013***One year lag 8532 -0.088 0.013

Five year lag 6492 -0.112 0.053**

Ten year lag 4387 -0.179 0.112

log regression estimates controlling for community-level and state-level characteristics

*p<0.10 **p<0.05 ***p<0.01 Mays et al. 2013

Page 32: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Medical cost offsets attributable to localMedical cost offsets attributable to localpublic health spending, 1993public health spending, 1993--20082008

For every $10 of public health spending, ≈$9 are recovered in lower medical care spending over 15 years

7000

7200120

)    .   

  . Public health spending/capita

6600

6800

7000

80

100

ng/person ($)

ng/capita

 ($)  

Medicare spending per recipient

6200

640040

60

edical sp

endin

ealth spen

din

5800

6000

0

20

Quintile 1 Quintile 2 Quintile 3 Quintile 4 Quintile 5

Me

Public he

Quintiles of public health spending/capitaMays et al. 2009, 2013

Page 33: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Economies of scale and scope in public health deliveryin public health delivery

Gains in effectiveness and efficiency from:y

Delivering programs that reach larger populations

Pooling resources & expertise across multiple organizations, communities, states

Realizing synergies across multiple related programs & services

Page 34: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Economies of scale and scope in local public health delivery systems

Economies of scale and scope in local public health delivery systems

J i di i Si

90%

100%

500k+

Jurisdiction Size

70%

80%

50%

60% 50k –499k

30%

40%

10%

20%<50k

Source: 2010 NACCHO National Profile of Local Health Departments Survey

0%% of Agencies % of Population Served

Page 35: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Scale (Population in 1000s) Scope (% of Activities)

Empirical estimates of scale and scope effects Empirical estimates of scale and scope effects in local public health deliveryin local public health delivery

$1,500

$2,000

$4,000

$5,000Scale (Population in 1000s) Scope (% of Activities)

s)

$500

$1,000

$1 000

$2,000

$3,000

Cos

t ($

1000

s

$0

$500

0 200 400 600 800 1000$0

$1,000

0% 20% 40% 60% 80% 100%

Q lit (P i d Eff ti )

C

Quality (Perceived Effectiveness)

0s)

$1,500

$2,000

Cos

t ($

1000

$500

$1,000

$0

$500

0% 20% 40% 60% 80% 100% Source: Mays et al. 2012

Page 36: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Simulated Effects of Regionalization

15%

5%

10%

ge

0%

nt C

hang

‐10%

‐5%

Per Capita Cost

S

Perc

en

%

‐15%Scope

Quality

‐20%<25,000 <50,000 <100,000 <150,000

Regionalization Thresholds Source: Mays et al. 2012

Page 37: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Scale effects in delivery of local injury prevention programsj y p p g

70%Injury preventionVi l ti

ncie

s

50%

60% Violence preventionInjury surveillance

t of a

gen

30%

40%

Perc

ent

20%

30%

0%

10%

<25 000 25k 49k 50k 99k 100k 499k 500k+Population size

<25,000 25k‐49k 50k‐99k 100k‐499k 500k+

Source: 2010 NACCHO National Profile of Local Health Departments Survey

Page 38: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Scale and scope issues in state injury prevention: centralization

2009 2011IVP activities decentralized

IVP activities centralized

2009 2011

Safe States Alliance. State of the States Report, 2011

Page 39: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

2012 Institute of Medicine 2012 Institute of Medicine RecommendationsRecommendations

Double current federal spending on public health

All fl ibili i h d l li i Allow greater flexibility in how states and localities use federal public health funds

Identify components and costs of a minimum package of public health services

Implement national chart of accounts for tracking spending & funds flow

Expand research on costs and effects of public health deliveryp y

Institute of Medicine. For the Public’s Health: Investing in a Healthier Future. Washington, DC: National Academies Press; 2012.

Page 40: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Forces of change in public health deliveryForces of change in public health delivery

Next Generation Public HealthPublic Health

Delivery

Page 41: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Harvesting the power of public health systems:Toward “rapid-learning systems”

Green SM et al. Ann Intern Med. 2012;157(3):207-210

Page 42: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Can Practice-Based Research Networks Help?

Can Practice-Based Research Networks Help?

Practice partners to help identify the most pressing ti tquestions to answer

Multiple practice settings for analysis and comparison

Research partners to help design studies that balance rigor, relevance, feasibility, y

Collaborative interpretation of results context

Translating results to timely practiceand policy actions

Page 43: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Public Health Practice-Based Research Networks (PBRNs)

First cohort (December 2008 start‐up)Second cohort (January 2010 start‐up)Affiliate/Emerging PBRNs (2011‐13)Affiliate/Emerging PBRNs (2011 13)

Page 44: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

PBRNs and Delivery System Change

Local Health Departments Engaged in Research Implementation & Translation Activities During Past 12 months

PBRN Agencies National SampleActivity Percent/Mean Percent/Mean

Implementation & Translation Activities During Past 12 months

Identifying research topics 94.1% 27.5% ***Planning/designing studies 81.6% 15.8% ***Recruitment, data collection & analysis 79.6% 50.3% **

84 5% 36 6%Disseminating study results 84.5% 36.6% **Applying findings in own organization 87.4% 32.1% **Helping others apply findings 76.5% 18.0% ***Research implementation composite 84 04 (27 38) 30 20 (31 38)Research implementation composite 84.04 (27.38) 30.20 (31.38) **N 209 505

Page 45: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

Moving delivery systems forwardMoving delivery systems forward

Public health delivery systems are engines for injury prevention & controlinjury prevention & control

Compelling opportunities for improving capacity, effectiveness, & efficiency

Growing urgency to demonstrate value and ROI

Imperatives to achieve equity in public health protectionprotection

Connecting research and practice is key

Page 46: Harvesting the Power of Public Health Systems for Injury ......Harvesting the Power of Public Health Systems for Injury Prevention & Control Glen Mays, PhD, MPH University of KentuckyUniversity

For More InformationFor More Information

Supported by The Robert Wood Johnson Foundation

Glen P. Mays, Ph.D., [email protected]

Email: [email protected]: www.publichealthsystems.orgJournal: www FrontiersinPHSSR orgJournal: www.FrontiersinPHSSR.org

Archive: www.works.bepress.com/glen_mays

University of Kentucky College of Public HealthLexington, KY