Title: Environmental Public Health Tracking: Some Records are Vital
1Environmental Public Health Tracking Some
Records are Vital
NAPHSIS/NCHS Joint Meeting, Salt Lake City,
Utah June 5, 2007
- Suzanne K. Condon, Director
- Bureau of Environmental Health
- Massachusetts Department of Public Health
2Outline
- Environmental health and disease concerns
- Collaboration, communication and resource sharing
with vitals partners - 24A
- Provision of resources to enhance data quality
of vital records - Environmental Public Health Tracking What have
we learned to date? - IAQ asthma
- Lupus and 21e sites
- DBPs (TTHMS) low birth weight
- Linking childhood cancer birth outcome data
with municipal water supply data - Summary
3I. Environmental Health Disease Concerns
Report of the Pew Commission
Public Perception of Environmental Contribution
to Health
- Source Pew Environmental Health Commission 2000
4Annual Calls Taken Regarding Perceived
Environment and Disease Clusters
Source MDPH (extrapolated from Community
Assessment Program Telephone Tracking System)
5Collaboration, communication and resource sharing
with vitals partners
- 24A
- M.G.L. c. 111, 24A authorizes the Commissioner
of MDPH to approve scientific studies and
research which have for their purpose the
reduction of morbidity and mortality within the
commonwealth. Receiving 24A approval protects
any data or other information collected for
purposes of the research as confidential.
6Collaboration, communication and resource sharing
with vitals partners
- Provision of resources to enhance data quality of
vital records - Geo-coding of birth and death records
7III. Environmental Public Health Tracking
What have we accomplished to date?
8Density of Tier-Classified 21e Sites with
Lupus-Suspected Chemicals and Neighborhoods with
the Highest Rates of Lupus
9Asthma Prevalence in Massachusetts Schools with
Moisture/Mold Problems12003/2004 - 2005/2006
School Years
10Scientific Purpose in Linking Birth Outcomes and
DBPs in Drinking Water
- Several epidemiological studies have shown
increased risk of impaired fetal growth
associated with exposures to disinfection
byproducts (e.g., Bove et al. 1995, 2002
Infante-Rivard 2004 Savitz et al. 2005) - Third trimester of pregnancy time during which
fetal growth and birth weight may be most
sensitive to environmental exposure opportunities
(Kline et al. 1989)
11Variables Available for Linkage
- Environmental Data
- Water Quality Data
- Health Data
- Low Birth Weight Data
12Linkage Variables - Environmental Data
- Drinking water quality data from municipal water
supplies are housed in Massachusetts Department
of Environmental Protection Water Quality System
database - Water quality data from approximately
1988-present are computerized, with most complete
data beginning in 1993 for public water supply
(PWS) systems - This linkage project focused on total
trihalomethane (TTHM) data
13Linkage Variables - Health
- Low birth weight data obtained from Massachusetts
Registry of Vital Records and Statistics, housed
in the Massachusetts Department of Public Health - Collect information on nearly 80,000 annual
births in Massachusetts - Computerized since 1969 and available in Access
database
14Health Data
- Low birth weight data
- Low birth weight defined as infant weight of less
than 2,500 grams at birth - Key variables readily available include date of
birth, maternal address at birth, birth weight,
gender, some maternal risk factor information
(e.g., smoking status)
15Linkage Goals
- Assess low birth weight data in relation to
nearest TTHM sampling location in community for
possible relationships (i.e., greater occurrence
of low birth weight babies in areas with higher
TTHM levels) - Assign each live birth to nearest TTHM sampling
location based on maternal address at birth - Assign TTHM level corresponding to the last
trimester of pregnancy for each live birth - Calculate total low birth weight odds ratios
according to TTHM exposure categories ( 40 ppb,
40-80 ppb, 80 ppb) across all communities
16(No Transcript)
17ResultsLinkage Analyses for Greater Boston Area
- Communities served by the Massachusetts Water
Resources Authority (MWRA), improves exposure
assessment by relying on weekly, rather than
quarterly, monitoring data (1999-2001). In
addition, the water treatment regimens employed
by the treatment system studies minimize the
geographic variability of TTHMs - In addition to third trimester risk estimates
typically derived in such studies, first, second
and full pregnancy estimates were also calculated
18Term Low Birth Weight Exposure (all races N780)
Using logistic regression, a statistically
significant increased risk for TLBW was found
among those with high (70 ug/L) TTHM exposure.
19Results, cont.
- Using logistic regression and adjusting for
potential confounding factors, a statistically
significant risk for term low birth weight was
found among those with high (70 ppb) TTHM
exposure - To account for the potential impact of geographic
variation in TTHM, a crude sensitivity analysis
was conducted - Using existing exposure values assigned to each
mother, the values were weighted on the basis of
TTHM data from a single sampling site closest to
the mothers residence - This analysis raised the possibility that some
unaccounted for geographic variation in TTHM data
could lead to different exposure results and thus
different overall results
20IV. Linking Childhood Cancer Birth Outcome Data
with Municipal Water Supply Data
- Overall Goal
- To assess opportunities for exposure to VOCs
during fetal development and the risk of
childhood cancer
21Linkage
- Cancer registry records and Registry of Vital
Statistics records are linked to identify the
maternal residence at time of birth for childhood
cancer cases
22Linkage Files
- Registry of Vital Records
- Childs name
- Childs DOB
- Childs gender
- Maternal residence at birth
- MA Cancer Registry
- Childs name
- Childs DOB
- Cancer diagnosis
- Date of Diagnosis
Linkage Variables
23Linkage Steps
- Records in Cancer Registry and Vitals Registry
each have a separate ID number - To maintain privacy of confidential cancer data,
personal identifiers are not share with
researcher - Using name and DOB, MDPH Privacy Officer matches
Cancer Registry and Vitals Registry files, and
assigns a unique Match ID number to matched
records - Using the registry ID number and Match ID number,
an analytic file is created that contains cancer
type, DOB, and maternal residence (city/town, zip
code) but not name - The analytic file is used by the researcher to
assign exposure values and determine the risk of
cancer while protecting privacy
24V. Summary
- Public remains concern about health impacts and
possible environmental exposures - Use of vital records is often critical in
responding to concerns - Linkage of existing data sets alone cannot answer
complex environmental health questions - Data sharing agreements are important, but more
important is the collaboration with data stewards
and when possible the sharing of resources