Tracking Environmental Health Data for Public Health ... · 21/6/2016 · 3 Understanding How Our...
Transcript of Tracking Environmental Health Data for Public Health ... · 21/6/2016 · 3 Understanding How Our...
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CDC PUBLIC HEALTH GRAND ROUNDS
June 21, 2016
Tracking Environmental Health Data for Public Health Decision Making
Accessible version: https://youtu.be/NN3OgAZA1xg
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Creating a Network for Action: Environmental Public Health Tracking Program
Heather Strosnider, MPH Acting Lead, Science Development Team
Environmental Health Tracking Branch Division of Environmental Hazards and Health Effects
National Center for Environmental Health
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Understanding How Our Environment Affects Our Health
Environmental health is part of public health
Focuses on understanding the relationship between people and their environmental exposures
Environmental hazards ● Can be chemical, physical, or biological
factors
● Found in air, water, communities, and surroundings
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Outdoor Air Pollutants
Environmental Protection Agency (EPA)www.epa.gov/criteria-air-pollutants
EPA Criteria Air Pollutants:● Particulate matter (PM)
● Ozone (O3)
● Carbon monoxide (CO)
● Sulfur oxides (SOx)
● Nitrogen oxides (NOx)
● Lead
Science-based guidelines used to develop national air quality standards
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Respiratory
Air Pollution and Health
Cardiovascular
Reproductive Outcomes
Central Nervous System
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Deaths from Air Pollution in 2013
www.healthdata.org/sites/default/files/files/infographics/Infographic_AAAS_Air-pollution_2016.pdf
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Studies Have Made An Association Between Air Pollution and Health Outcomes
Emergency Department Visits
Particulate Matter (PM2.5)
Ozone
Temperature
National Environmental Public Health Tracking Network
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EPA Needs Better Study Results To Inform Standards
EPA: Environmental Protection AgencyEPA’s Integrated Science Assessments and Regulatory Impact Analyses for Ozone and PM
Currently standards rely on studies that are● Multi-city with populations over 65
Medicare data
● Single city studies with all ages, or
● International
Estimates could be more robust by including studies that have
● Multiple U.S. cities and all ages
● Sensitive populations
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Gaps in Air Pollution Data
Annual average ambient concentrations of PM2.5 in µg/m3
National Environmental Public Health Tracking Network: http://ephtracking.cdc.gov/portal?query=899F9802-3599-F697-934D-D91F6B25A2A8
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PEW Environmental Health Commission: America’s Environmental Health Gap
Little information was routinely collected on non-infectious disease
Environmental hazard data and monitoring conducted for regulatory purposes, not public health
Little data on human exposure to environmental hazards
Answers needed about the role of the environment on health outcomes
Pew Commission: Environmental Health Review, 2000
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cdc.gov/ephtracking
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Asthma
Biomonitoring
Birth Defects
Cancer
CO Poisoning
Childhood Lead
Climate Change
Community Design
Dev. Disabilities
Drinking Water
Heart Disease
Homes
Lifestyle Risk Factors
Outdoor Air
Pesticide Exposures
Population Characteristics
Reproductive & Birth Outcomes
Toxic Substance Releases
Explore Tracking Data
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CDC, federal agencies, national
organizations
State & Local
Practitioners
200+
State & Local
Grantees
25/1
Tracking Fellowships
34
Public Health Actions
341
Partnerships
Tracking
Grantees
ASTHO Fellows
NYC
DE
RI
HIAK
National Environmental Public Health Tracking Program
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Driving Public Health Actions
Detect and monitor trends
Identify populations at risk
Identify exposure to hazards
Examine the relationship between hazards and disease
Assess potential disease clusters or exposures
Track progress
Enhance surveillance
Improve access to quality data
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Driving Public Health Actions
Detect and monitor trends
Identify populations at risk
Identify exposure to hazards
Examine the relationship between hazards and disease
Assess potential disease clusters or exposures
Track progress
Enhance surveillance
Improve access to quality data
Inform,
improve,
evaluate…
programs,
interventions,
policies…
to address
environmental
health issues
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2727http://cehtp.org/page/pesticides/agricultural_pesticide_use_in_california
Update map
Reducing Pesticides Near Schools in California
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Examples of Programs Using the Tracking Network for Action
Inform blood-lead testing
Target radon testing outreach
Warn public of wildfire smoke danger
Identify local sources of air pollution
Evaluate transportation plansWildfire Smoke Danger,New Mexico
Radon Testing
Outreach, Washington
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Using Tracking Data and Modeling Tools To Fill the Gaps in Air Pollution Data
Annual average ambient concentrations of PM2.5 in µg/m3
National Environmental Public Health Tracking Network: http://ephtracking.cdc.gov/portal?query=9E73A141-A1AF-1B81-2A5F-0A5F74403681
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Using Tracking Data To Fill the Gap: Understanding Ozone’s Impact on Younger Population
People younger than 65
All ages
People 65 or older
Rate of Respiratory ED Visits per 10,000 Population, 2000–2013
National Environmental Public Health Tracking Network, unpublished data
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Filling Gaps in Air Pollution and Health Information Tracking ED Visits When Ozone Levels Increased
Ozo
ne
, pp
b
For 25% of the days, ozone concentration was
31 ppb or less.
For 25% of the days, ozone concentration was
49 ppb or more.
EPA, standard (70 ppb)
Number of County Days
Number of Days in 791 Counties, 2012
50th Percentile (39 ppb)
County days: 365 days X 791 countiesNational Environmental Public Health Tracking Network, unpublished data
75th Percentile (49 ppb)
25th Percentile (31 ppb)
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Increased Respiratory ED Visits for 7 Days After Higher Ozone Levels
Age Group
Percent Increase in Respiratory ED Visits Over 7-days, After Ozone at 49 ppb Compared to 31 ppb
Pe
rce
nt
Incr
eas
e
People Younger than 65
Total (All ages)
People 65 or Older
Almost 80% of the increase in
visits were from people younger
than 65.
National Environmental Public Health Tracking Network, unpublished data
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www.cdc.gov/ephtracking
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Using Data to Drive Public Health Action in New York City: A Local Health Department Perspective
Wendy McKelvey, PhD, MSDirector, Environmental Health Surveillance and PI, NYC Tracking Program
Bureau of Environmental Surveillance and PolicyDivision of Environmental Health
New York City Department of Health and Mental Hygiene
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New York City Tracking Program Bureau of Environmental Surveillance & Policy
Build infrastructure (people, data, systems)
Provide information that can inform policy, programs, and initiatives
Educate the public
nyc.gov/health/tracking
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NYC Tracking Strategies
Ongoing data exploration,
monitoring, and research
Improve access to data via automated
reporting, portals, and dashboards
Identify and augment sources of environmental
health data
Collaborate and communicate with internal and external stakeholders
to improve public health
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NYC Tracking Instrumental in Strengthening Existing Environmental Health Programs
Building electronic data capture systems● Rat inspections
● Food safety inspections
● Child care center inspections
Automated, web-based reporting● To guide program operations
● To track success
● To target resources where most needed
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Analysis Of Programmatic Data Has Informed Public Health InitiativesRestaurant Inspections
Restaurant letter grading program
Publicly posted grades to communicate inspection findings
Targets more frequent inspections to the poorest performers
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Analysis Of Programmatic Data Has Informed Rat Control
Rat Indexing
Canvases the city for rats systematically● Block by block
Uses signs of rats to direct placement of bait, instead of only where complaints come from
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Analysis Of Programmatic Data Has Informed UPK Initiative
Universal Pre-Kindergarten (UPK)
Informing child care center placement and capacity as services expand
nyc.gov/health/childcare
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Analysis Of Programmatic Data Has InformedUse of Poison Control Center
Poison Control Center (PCC)
Daily monitoring of location of the calls
PCC staff reach out to areas least likely to call—to reduce inequity of use
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Tracking Infrastructure Has Also Strengthened Emergency Response
Surveillance of evacuation shelters
Assessing residential building needs in the event of a coastal storm
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Information Technology Helps Us Inform The Public About Environmental Efforts To Control Zika And West Nile Virus
www1.nyc.gov/site/doh/health/health-topics/west-nile-virus-spray.page
Mapping of Mosquito Spraying Events
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NYC Tracking Supported New Initiatives – Four Examples
1. Improving Air Quality
2. Reducing Exposure to Pesticides
3. Improving Resilience to Climate Effects
4. Reducing Exposure to Mercury
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1. Improving Air Quality — Using Local Air Monitoring
www.nyc.gov/health/nyccas
Informed phase-out of residual heating oil use in buildings
Estimated health benefits of air pollution controls
Identified high-risk neighborhoods for boiler switching and energy efficiency upgrades
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Air Concentrations of SO2 Declined 70% Since Clean Heat Measures In Effect
www.nyc.gov/health/nyccas
Mean (ppb)Winter 2008-9 Winter 2013-14
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2. Reducing Use of Harmful Pesticides
Analysis of NYS Pesticide Sales and Use Registry data
IPM in public housing study
Local Law 37
Kass D, McKelvey W, Carlton E, et al. Environ Health Perspect. 2009www.nyc.gov/health/ll37
Pesticide use in NYC rivaled use in agricultural areas
Integrated pest management (IPM) is a safer alternative
Requires all city agencies to use IPM wherever possible and to report
pesticide use to the health department
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3. Improving Resilience to Climate Effects
Identify more appropriate threshold for heat warnings, based on observed heat-related effects
Quantify risks and reach out to vulnerable groups
Advocate for increased access to air conditioning
Support studies to assess health impacts of power outages
Madrigano J, Ito K, Johnson S, et al. Environ Health Perspect. 2015 Metzger KB, Ito K, Matte TD. Environ Health Perspect. 2010
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3. Using Data to Inform Climate and Health Priorities by Neighborhood
http://a816-dohbesp.nyc.gov/IndicatorPublic/QuickView.aspx
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4. Reducing Exposure to Mercury
10
25
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0
5
10
15
20
25
30
35
40
45
50
USA NYC Asian White Black Hispanic
Pe
rce
nt
>5
ug
/L
NYC HANES Estimates Elevated Blood Mercury Levels, 2004
USA-All RacesNYC-All RacesNYC-By Race/
Ethnicity
NYC HANES: New York City Health and Nutrition Examination SurveyMcKelvey W, Gwynn RC, Jeffery N, et al. Environ Health Perspect. 2007
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0
5
10
15
20
25
30
NYC Chinese Non-
Chinese
Asian
White Black Hispanic
% 2
0+
fis
h m
eals
Elevated Blood Mercury Is Typically Due to
Frequent Fish Consumption
Percent of Adult Population Reporting 20 or More Fish Meals in the Last 30 Days, 2004
All NYCBy Race/Ethnicity
McKelvey W, Gwynn RC, Jeffery N, et al. Environ Health Perspect. 2007
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We Encouraged High-risk Groups To Choose Lower Mercury Fish
Highest risk from exposure is to the developing nervous system
Press Release (with extensive media follow-up)
Health care provider advisory letter on mercury in fish (electronic)
Brochure in ● English, Chinese, Japanese, Korean, Spanish
www1.nyc.gov/site/doh/health/health-topics/mercury-in-fish.page
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Lots of Press Followed Publication of Our Findings
New York Times, Jan 23–Dec 18, 2008
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In 2004, We Also Identified Very Elevated
Urine Mercury Levels
Urine Hg Level Number Likely Source
Participant Ethnicity
20–50 mcg/L 95 cream / 4 Don’t know
6 Dominicans1 Jamaican1 Salvadoran1 African-
American
> 50 mcg/L 4 4 cream 4 Dominicans
All women, mostly Dominican,
using mercury-containing skin-
lightening creams
McKelvey W, Jeffery N, Clark N, et al. Environ Health Perspect. 2011
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This Led to Embargo of Hundreds of Products Found in Stores
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5656
Second NYC HANES Conducted in 2013–14
Biomonitoring for mercury was included again
Preliminary analyses suggest declines in blood mercury are greater than declines observed nationally
A manuscript is in preparation
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5757
Where Is New York City Tracking Program Heading?
Using new technologies to support operational programs by pulling data from a variety of sources● Improving food safety
● Expanding access to child care
● Safer, more effective pest control
● Responding to complaints, emergencies, and emerging or continuing threats
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5858
Where Else Is New York City Tracking Program Heading?
Expanding collaborations to develop new policies and initiatives● Improving air quality
● Increasing resilience to extreme weather
● Reducing pesticide use
● Supporting “Vision Zero” to reduce traffic deaths and injuries
Coming soon!● Reduce ambient noise
● Promote active design of the built environment
● Use health impact assessment to inform environmental sustainability goals
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5959
Environmental Public Health Tracking: A Tool for Public Health Decision-making in Massachusetts
Jan SullivanActing Director, Bureau of Environmental Health and Co-PI, Tracking Program
Massachusetts Department of Public Health
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6060
Massachusetts Evolution of Tracking
Portal Development
Data Presentation
Data Utilization
• Website
• Database
• Queries
• Maps
• Tables
• Charts
• Content
• Stakeholder engagement
• Policy applications
• Targeted surveillance
• Intervention & prevention
• Recommendations
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6161
Two Ways Tracking Data Informs Massachusetts Department of Public Health Policies and Actions
1. Health Outcome Surveillance
2. Health in Environmental Policy
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6262
Health Outcome Surveillance in Massachusetts and Data Utilization Examples
Community and Census Tract Level Health Data● Hallmark characteristic of Massachusetts Tracking
● An expectation of stakeholders in Massachusetts
● Public Health Performance Measures are often evaluated at this level
Data Utilization Examples● Community Profiles
● Lead in Drinking Water Monitoring
● Population Vulnerability to Extreme Weather Events and Climate Change
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63
2016 Boston Community Health ProfileGeography
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64
2016 Boston Community Health ProfilePopulation Demographics
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65
2016 Boston Community Health Profile Environmental Justice
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66
2016 Boston Community Health Profile Childhood Lead Poisoning
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67
2016 Boston Community Health Profile Heart Attack and Asthma
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68
2016 Boston Community Health Profile Air Quality
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69
2016 Boston Community Health Profile Drinking Water Quality
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70
2016 Boston Community Health Profile Climate Change
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2016 Boston Community Health Profile Sources of Data
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72
2016 Boston Community Health Profile Glossary to Understand the Terms
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7373
Blood Lead Dashboard To Track and Detect Exposures
Boston
Braintree
Brookline
Cambridge
Chelsea
Malden
Medford
Revere
Somerville
Winthrop
Prevalence of confirmed BLLs >= 5 ug/dL and Screening Rates for 2014Prevalence of confirmed BLLs >= 5 ug/dL
Rat
e p
er
1,0
00
% o
f P
op
ula
tio
n
Percent Screened
mass.gov/dph
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Community Lead Report Card
Annually distributed to community Boards of Health
Our portal automatically updates as new data available● Community screening rate
● Community percent of children tested compared to state
● Number of homes to remediate
mass.gov/dph
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Community Lead Report Card Back Page Has Map of Screening and Prevalence
Percent Screened Prevalence Rate per 1,000
% Screened
Not ShownNot CalculatedNot Shown
Rate per 1,000
mass.gov/dph
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76
matracking.ehs.state.ma.us/Climate-Change/map-vulnerable-population.html
Combining Data on Health, Climate Events, and Health Indicators to Inform Preparedness Efforts
Population Vulnerability Measures in thismap are Low Income, Low English Proficiency,
Non-white Race, and Elderly Age
Communities with the most vulnerable populations to climate events are not just those closest to the coast
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7777
Massachusetts Health in Policy Tracking Data Utilization Examples
Tracking has expanded breadth and availability of data● Health and environmental data now available to stakeholders
Tracking data used to inform health policies
Environmental Policies that use Tracking data● Health Impact Assessments
● Environmental Justice Population Definitions
Community Health Policies that use Tracking data● Community Health Needs Assessments
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7878
Health Impact Assessments in Massachusetts
malegislature.gov/Laws/GeneralLaws/PartI/TitleII/Chapter6C/Section33
Healthy Transportation Compact (HTC)“Under Massachusetts General Laws Chapter 6C, Section 33, the 2009 Healthy
Transportation Compact, is directed to:
-- establish methods to implement the use of health impact assessments (HIAs) to
determine the effect of transportation projects on public health and vulnerable populations;
and
-- institute a health impact assessment for use by planners, transportation administrators,
public health administrators and developers.”
Requires inclusion of health considerations and impact assessments in transportation projects
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7979
Healthy Transportation Compact Health Impact Assessment for Inserting Health into Environmental Policy
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80
Health Driving Policy“McGrath Grounding” HIA
www.massdot.state.ma.us/highway/HighlightedProjects/McGrathBoulevardProject/ProjectDetailsBackground.aspx
“Previous” “Proposed”
Reduces noise and promotes physical activity
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8181
Health Impact Assessments (HIA) Using Tracking in Massachusetts
EPHT: Environmental Public Health Tracking
Opportunityto leverage Tracking Data
to improve public health
HIA integrated into policy
HIA Toolkit on Portal
HIA Data Tool
Increase
awareness to tracking by offering
guidance on HIA
implementation and
highlighting EPHT Resource
Expedite
data accessinto centralized system
for many types of
Impact Assessments
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Health Impact Assessment (HIA) Tool for Data Extraction
Development of tool to extract health, SDOH and environmental indicators by use type
Extract aggregate data for custom geography of interest
SDOH: Social determinants of health
Climate Change
HIA
Social Determinants
of Health
(e.g., vulnerable populations)
Health
Indicators
(e.g., asthma)
Environmental Data
(non-portal, e.g., Concentration
Response function)
RT I-91 HIA Project Area
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8383
The Inclusion of Health Outcomes in Environmental Justice (EJ) Policy to Give Residents a Voice in Environmental Decision-making
Review of Environmental Justice (EJ) Policy● Urged by stakeholders, including Department of
Public Health (DPH) to include health in EJ policy
DPH concerned that a definition adding health
was not consistent with the intent of EJ● Might favor ill populations over minority and
poor populations
DPH proposed two stage EJ policy● Use health data to identify and prioritize EJ
populations as vulnerable EJ populations
● Tracking data will be used for this
Environmental Justice
The fair treatment and meaningful involvement of
all people regardless of race, national origin, color,
or income when developing, implementing,
and enforcing environmental laws,
regulations, and policies.
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8484
2010 Environmental Justice Populations in Metro-Boston
Environmental Justice criteria include:• Income• Minority Population• English Isolation
www.mass.gov/eea/agencies/massdep/service/justice/
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8585
Using Health Data to Identify Vulnerable Environmental Justice (EJ) Populations
Three key provisions offered by DPH● Identify EJ populations with higher than average rates of environmentally related
health outcomes, including Childhood asthma
Low birth weight
Childhood lead poisoning
Heart disease
● A rate greater than 110% of the state rate would be sufficient to characterize a population as having vulnerable health
● Specific Massachusetts Tracking criteria would be used
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8686
Potential Benefits by Including Health in Environmental Justice (EJ) Policy
Massachusetts Environmental Policy Act requires state agencies study the environmental consequences of their actions and public study disclosure
Enhance public participation● Enhance reviews of Massachusetts Environmental Policy Act projects in EJ populations
An Act designed to avoid damage to the environment from environmental projects
● Increase participation in environmental agency programs
Improve regulatory compliance, enforcement, and technical assistance
Promote ● Brownfields revitalization and environmental restoration
● Economic partnerships for projects incorporating cleaner production processes in EJ populations
● Open space
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8787
Tracking Data Used to Inform Community Health Needs Assessments
Tracking Data Utilization as a Community Health Policy Driver● As with environmental policies, the lack of
readily accessible and interpretable data could lead to uninformed decisions and unclear targets for limited resources
● Data used for Community Health Needs Assessments
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8888
Community Health Needs Assessments (CHNAs)
Section 9007 of the Patient Protection and Affordable Care Act
CHNAs are required by all tax-exempt hospitals every three years
Hospitals are required to consult with state and local health departments in developing CHNAs and intervention strategies
Opportunity for public health and Tracking to help guide community health improvement and health equity
Tracking can provide hospitals with much of the data that hospitals need to identify community health needs
Tracking data can assist in implementation and evaluation of strategies to improve community health
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8989
Community Health Needs Assessments Initial Query Box to Select Hospital and Geography of Interest
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9090
Community Health Needs Assessment Output for Lead Poisoning
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9191
Where Is Massachusetts Tracking Heading?
On the drawing board …● Developing predictive measures of health care costs associated with
hypothesized changes in disease rates
● Inclusion of Tracking data in Primary Cancer Prevention 5-year Strategic Plan objectives
● Application of predictive modeling to target vulnerable populations
● Employing the Tracking infrastructure to help meet DPH formal Population Health goals
All because environmental health data is now accessible through Tracking
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9292
We’re only touching the surface of Tracking’s potential!
http://www.mass.gov/dph/matracking
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9393
Environmental Public Health Tracking
More and more health and environmental data are available
CDC’s Tracking Network sets standards and describes patterns and trends across the US
State and city tracking programs and networks address local environmental health concerns
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9494
Tracking Experts Fill the Gaps!
Data are increasingly integrated into environmental and community health policy and decision-making
Tracking data and expertise fills the gap between the environment and our health
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9595
CDC PUBLIC HEALTH GRAND ROUNDS
June 21, 2016
Tracking Environmental Health Data for Public Health Decision Making