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1734 INTERNATIONAL JOURNAL OF EPIDEMIOLOGY <br />health effects and thus to reduce the heterogeneity <br />between studies. <br />Although asthma and wheeze are associated, they <br />present distinct entities. In a Dutch birth cohort <br />study, for example, it was found that only 11% of <br />children with symptoms suggestive of asthma, includ- <br />ing wheeze, at preschool age had asthma at age 7-8 <br />years .76 Moreover, one-time wheeze was sufficient to <br />characterize a child as having wheezed in many of the <br />studies included in the meta-analysis and typically no <br />distinction was made between wheeze with and with- <br />out respiratory infections. This may explain why our <br />meta-analysis revealed stronger associations with gas <br />cooking for asthma compared with wheeze. <br />Gas cooking produces NO2 and other pollutants <br />such as ultrafine particles. Our finding of an associ- <br />ation between gas cooking and asthma in the absence <br />of an association between measured NO2 and asthma <br />suggests that gas cooking may act as a surrogate for <br />causal variables other than air pollutants produced by <br />gas combustion. This is supported by an Australian <br />study, where the association between gas cooking <br />and respiratory symptoms remained significant after <br />adjustment for measured NO2 .2' Residual confound- <br />ing by (unmeasured) factors that are associated with <br />gas cooking might be another explanation for our <br />finding of an association between asthma and gas <br />cooking, but not with indoor NO2. However, this is <br />not very likely as we used effect estimates from the <br />included studies which were almost always adjusted <br />for known determinants of childhood asthma. It is <br />also possible that no relationship between indoor <br />NO2 and astinna was found because there were <br />fewer studies that had direct NO2 measurements, <br />and study populations were usually smaller in these <br />studies. Point estimates for the association of NO, <br />and gas cooking with current asthma were actually <br />very similar to those for gas cooking and asthma, <br />but confidence intervals were wider for NO2. As gas <br />cooking is a strong determinant of indoor NO2, it has <br />been argued that one is actually more likely to find <br />associations with gas cooking than with NO2 because <br />much larger studies can be (and have been con- <br />ducted using the surrogate exposure variable. <br />Heterogeneity among reviewed studies existed in <br />various factors such as stove type, age of population, <br />size of population exposed to gas cooking, susceptibil- <br />ity of study population, study region, study design, <br />sampling season, other indoor factors and diagnosis <br />of asthma and wheeze. We therefore conducted meta - <br />regression to explore whether the heterogeneity could <br />be explained by age, study region, study design or size <br />of the population exposed to gas cooking. None of <br />these factors appeared to be associated with the mag- <br />nitude of the effect estimates extracted from the <br />study papers. We did note that the association be- <br />tween gas cooking and asthma was somewhat stron- <br />ger in studies published before the year 2000 than in <br />later studies. Possibly, gas cooking in newer studies is <br />associated with lower indoor pollution levels because <br />of the introduction of microwaves displacing some of <br />the meal preparation, changes in stove performance <br />or kitchen ventilation etG53.72 Exposure assessment <br />(questionnaire reports of gas cookers and passive <br />measurements of NO2) and statistical analysis <br />(mostly logistic regression) were mostly rather <br />straightforward and, therefore, they do not seem a <br />likely source of heterogeneity between the reviewed <br />studies. <br />The findings of our meta-analysis on asthma were <br />also not different when we excluded studies where <br />less than 30% of the population used gas for cooking, <br />by restricting the study population to general popula- <br />tion of children, and by excluding studies without <br />adjustment for potential confounders. The exclusion <br />of single studies from the analysis did not change <br />the pooled estimates. Also, P -values from the <br />Egger's and Begg's tests, as well as the absence of <br />funnel plot asymmetry, suggested that no publication <br />bias exists in our results. <br />Our analysis was based on observational studies and <br />we cannot exclude that associations between gas <br />cooking and asthma are in part due to information <br />bias, e.g. because parents may suspect risks are asso- <br />ciated with gas cooking. However, with studies <br />coming from so many different settings, we do not <br />think this is a likely explanation for the observed <br />associations. <br />Although the effects of gas cooking and indoor NO, <br />on asthma and wheeze were found to be relatively <br />small (all random -effects meta -odds ratios were less <br />than 15) the public health impact may still be consid- <br />erable because gas cooking is widespread. A recent <br />large population study found that 60-70% of <br />European children lived in gas -cooking homes .71 It is <br />not clear to what extent the observed associations with <br />gas cooking are attributable to NO2 alone or also to <br />other pollutants associated with the use of gas for cook- <br />ing. In outdoor air pollution studies, NO2 often is used <br />as a marker of a complex, traffic -related air pollution <br />mixture, which makes extrapolation of our results to <br />outdoor air pollution difficult. Indoors, gas cookers can <br />be replaced by electric cookers, and gas cooking fumes <br />can be removed by using ventilation hoods. <br />Conclusion <br />In summary, this meta-analysis provides quantitative <br />evidence that gas cooking increases the risk of asthma <br />in children, and indoor NO, increases the risk of cur- <br />rent wheeze in children. <br />Funding <br />W.L. was supported by a research fellowship of the <br />Institute for Risk Assessment Sciences (IRAS) <br />Foundation. <br />0 <br />0 <br />a <br />0 <br />0 <br />3 <br />a <br />