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Illness Indicators in Lompoc, California: An Evaluation of Available
Data - June 1998
EXECUTIVE
SUMMARY
An
evaluation of available health data for Lompoc, California, was
performed in response to a request from the California Department
of Pesticide Regulation to "evaluate which illnesses in the
Lompoc area are occurring at a higher rate than would normally be
expected." This request to the Office of Environmental Health
Hazard Assessment (OEHHA) was prompted by concerns expressed by
some members of the community that Lompoc had an unhealthy environment
brought about, in the residents perception, by use of pesticides
in agricultural areas located close to residential areas. Some Lompoc
residents have complained of a broad spectrum of health problems,
including (among many others) asthma, bronchitis, otitis (ear infections),
and several types of cancers, as well as a wide range of non-specific
symptoms, such as nausea, headache, and lethargy. In addition, some
residents reported that infants and children were sick more often
than adults, and females more often than males.
The purpose of this evaluation was to determine if certain illnesses
were elevated in Lompoc compared to other areas in California. Illnesses
were examined that predominated in the complaints received from
Lompoc residents. Although this evaluation was not intended to be
a comprehensive evaluation of the health status of Lompoc residents,
it was a first step in verifying the health concerns raised by residents
and in defining which illnesses may need further study. Moreover,
the results of this evaluation would provide direction for future
studies designed to examine causality since that was not the intent
of this evaluation.
This evaluation was based on readily available sources of health
data. Accordingly, several county- or state-maintained databases
were identified from which data were obtained for analysis. These
data include cancer incidence data for 1988 to 1995 from the California
Cancer Registry (CCR); birth defects data for 1987 to 1989 from
the California Birth Defects Monitoring Program (CBDMP); information
on live births for 1988 to 1994 from the California Department of
Health Services (DHS); and hospital discharge data for 1991 to 1994
from the Office of Statewide Health Planning and Development (OSHPD).
Of these databases, OEHHA found that the cancer incidence and hospital
discharge data were most relevant for evaluating the health complaints
of the Lompoc residents. Incidence rates of lung and bronchus cancers
were significantly elevated in Lompoc compared to expected numbers
based on regional incidence rates. This elevation was about 37%
above the expected incidence and was statistically significant at
the 99% level. The incidence rates for other cancers (i.e., stomach,
liver, breast, brain and other central nervous system, thyroid,
female genital, male genital, kidney, Hodgkins disease, non-Hodgkins
lymphoma, multiple myeloma, and leukemia) were not significantly
elevated.
The hospital discharge data analysis showed Lompoc to have elevated
proportions of hospital discharges for bronchitis, asthma, and perinatal
respiratory disease relative to the total of all non-birth or non-birth-related
hospital discharges. This elevation showed up when Lompoc was compared
to Santa Barbara County excluding Lompoc, Ventura, San Luis Obispo,
Mendocino, or Humboldt plus Del Norte counties. Bronchitis and asthma
discharges were elevated approximately equally when the two discharge
categories were analyzed separately by International Classification
of Diseases (ICD-9) codes (for bronchitis, odds ratio (OR)=1.69,
i.e., 69% increase, and for asthma OR=1.58, i.e., 58% increase).
Bronchitis discharges were significantly elevated in the youngest
and oldest age groups (<5 and ³ 60 years old), while asthma discharges
were significantly elevated only among adults older than 25 years.
There was no difference between seasonal variation of Lompoc and
seasonal variation of the comparison counties when bronchitis or
asthma discharges were compared by admission quarter.
The excess proportion of hospital discharges for respiratory illness
in Lompoc was not explained by age (although age was a partially
confounding factor), sex, race/ethnicity, admission quarter (a measure
of seasonal variation), or admission year, although the excess was
greater in some years than others. The pattern of elevated respiratory
discharges, which was demonstrated using multiple county comparisons,
essentially was replicated in the individual county comparisons.
A discriminant function analysis corroborated these findings by
showing that residence in Lompoc was associated with elevated bronchitis
and asthma discharges independent of age, race/ethnicity, sex, and
admission quarter. An additional analysis comparing several nearby
towns or towns located farther away but surrounded by agriculture
to the five-county control area showed that Lompoc appears unique
in having elevated proportions of hospital discharges for bronchitis,
asthma, and perinatal respiratory disease.
Rates
of seven common birth defects were not significantly increased in
Lompoc nor were there any patterns among cases to suggest a common
underlying cause. A review of the birth profiles indicated that
more than 90% of babies born to mothers in Lompoc had normal birthweights
and most mothers received prenatal care.
The four databases analyzed were considered the most appropriate
for providing health-related and reliable information for the objectives
at hand. Nevertheless, they are subject to many limitations. For
cancer incidence, data on risk factors such as diet, smoking habits,
or lifestyle, are not collected by the CCR; however, such factors
may have a profound influence on the incidence and types of cancers
observed in a population. Approximately 85% of lung cancers can
be attributed to tobacco use; therefore information on smoking habits
is critical to determining potential causes for the increased incidence
of lung cancer in Lompoc.
Birth
defects data specific for Lompoc (Zip Codes 93436 and 93438) were
only available for 1987 to 1989, the years in which Santa Barbara
County was included in the CBDMP. The conclusions reached by the
CBDMP are based on a relatively small number of births (2,492) and
have limited statistical power. Additionally, any changes in environmental
conditions or birth defects patterns that might have occurred since
1989 cannot readily be analyzed due to lack of available data. When
evaluated in conjunction with birth defects data, the birth profile
data may offer additional insight into possible causes of birth
anomalies (e.g., risk factors related to maternal age), although
they do not provide definitive cause and effect relationships. However,
analysis of these data did not reveal any useful information pertaining
to the symptoms or illness complaints described to OEHHA staff by
residents.
It is possible that the results obtained in the hospital discharge
data analysis might partially be due to a statistical artifact;
that is, some statistically significant findings can emerge by chance
alone. OEHHA tried to address this possibility through the use of
multiple statistical methods and reference groups, as well as multiple
comparison areas. Since the same basic discharge patterns were identified
using different analytical methods, we do not believe that false
positive results are a likely explanation of our findings. Calculating
incidence rates of hospital discharges would be a more direct approach
to addressing the issue of increased illness in Lompoc. However,
we were not able to obtain reliable population estimates for Lompoc
for the years following the 1990 Census, and using the estimates
we did obtain would have introduced an unknown source of error into
the rate calculations, resulting in low confidence in the incidence
rate estimates. Other aspects of the data analysis that we were
unable to address with the available OSHPD database include differences
in admission criteria applied by local physicians or insurance carriers,
multiple admissions of patients for the same diagnosis, personal
factors (e.g., occupational history, potential environmental exposures,
dietary habits, tobacco use), and specific location of residence.
Moreover, hospital admissions most likely cover more severe illnesses,
whereas the majority of complaints received from residents were
related to respiratory symptoms and other minor illnesses that would
not require hospitalization. This analysis, therefore, could not
fully address the issues relating to the health status of Lompoc
residents.
Considering the limitations of the overall database available for
evaluation, and notwithstanding the limitations of the hospital
discharge data analysis itself, we found that the hospital discharge
data analysis most directly addressed the objective of this evaluation-
to determine if certain illnesses were elevated in Lompoc compared
to other areas. The analysis was based upon a large sample size
(647,290 hospital discharges), covered a four-year period (1991
through 1994), and used five counties as comparisons. Several methods
of analysis were used, which provided similar results, increasing
confidence in the interpretation of the data. The analysis focused
upon physician diagnoses of illnesses, and the hospital discharge
database is subject to extensive quality assurance, as it is maintained
as an official record by the State of California.
This analysis shows elevated hospital discharges for respiratory
illnesses and increased incidence rates for lung and bronchus cancers
in Lompoc relative to comparison areas. Elevated respiratory illnesses
are consistent with some of the community concerns that prompted
this evaluation; however, this analysis did not address whether
there were any specific cause(s) for the elevated illnesses. The
findings of this report may be useful in determining the direction
and scope of any future investigation, such as focusing on disease
incidence, a wider range of illness severity (symptoms and mortality),
and obtaining personal histories of residents, including occupational
and other pertinent exposures, and tobacco use. Environmental correlates
of residence in Lompoc, such as meteorological conditions, seasonal
differences, and ambient environmental contaminants, should be investigated.
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Last Updated July 7, 1998
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