TABLE 2-4 Types of Biases Potentially Encountered in Recreational Water Quality Health Effects Studies
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Type of Bias
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Description
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Use of indicator microbes to assess water quality
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Temporal and spatial indicator variation is substantial and difficult to relate to individual bathers (Fleisher, 1990) unless study design is experimental (Kay et al., 1994; Fleisher et al., 1996); limited precision of methods for counting indicator organisms, causing measurement error (Fleisher, 1990; Fleisher et al., 1993); bacterial indicators may not be representative of viruses, which may be important etiological agents
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Use of seasonal means to assess water quality
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Some studies use seasonal means and not daily measurements of indicator organisms to characterize individual exposure, thus adding substantial inaccuracy
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Assessment of exposure pathway
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Certain studies do not account for the potential infection pathway to definite exposure (e.g., mainly head immersion or ingestion of water for gastrointestinal symptoms).
Difficulties in exposure recall further increase inaccuracy of individual exposure
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Non-control for confounders
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Non-control for confounders (e.g., food and drink intake, age, sex, history of certain diseases, drug use, personal contact, additional bathing, sun, socioeconomic factors) may influence the observed association
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Selection of unrepresentative study population
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Results reported for certain study populations (e.g., limited age groups regions with certain endemicities) are a priori not directly transferable to populations with other characteristics
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Self-reporting of symptoms
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Most observational studies relied on self-reporting of symptoms by study populations. Validation of symptoms by medical examination (Fleisher et al., 1996; Kay et al., 1994) would reduce potential bias. External factors, such as media or publicity, may have influenced self-reporting
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Response rate
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Response rates were >70% in all, and >80% in most studies. Differential reporting (e.g., higher response among participants experiencing symptoms) would probably not have major consequences
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Recruitment method
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Recruitment methods were to approach persons on beaches in almost all observational studies and by advertisement for randomized controlled studies
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Interviewer effect
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Differences in methodology of data collection among interviewers may influence study results
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SOURCES: Adapted from Prüss, 1998; Stavros and Langford, 2002; WHO, 2001.
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