Effects of Misclassification and Temporal Change of Response in Food Frequency on Risk Ratio
Misclassification and temporal changes of food consumption frequencies were estimated under the statistical models with some assumptions, and their effects on risk ratios were evaluated. Food frequencies of 27 items in 214 subjects were doubly measured by a questionnaire with 2 weeks interval, and t...
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Published in | Journal of Epidemiology Vol. 7; no. 3; pp. 153 - 159 |
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Japan Epidemiological Association
1997
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Abstract | Misclassification and temporal changes of food consumption frequencies were estimated under the statistical models with some assumptions, and their effects on risk ratios were evaluated. Food frequencies of 27 items in 214 subjects were doubly measured by a questionnaire with 2 weeks interval, and those in 326 subjects were measured in 1989, 1993 and 1994. Median of probabilities of misclassification in responses among 27 food items was estimated to be 0.12. Medians of proportions of persons whose responses in 1989 were different from those after 5 years, were calculated to be 35% with misclassification and 27% without misclassification. For the true risk ratio of 3, medians of the risk ratios of dietary habits during 5 years, based on food frequencies measured at 1989, were observed to be 2.2 in case of responses with misclassification, and 1.7 in case of responses with misclassification and temporal changes. These suggested that the risk ratios of food frequencies would be seriously affected by misclassification and temporal changes in responses. J Epidemiol, 1997 ; 7 : 153-159. |
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AbstractList | Misclassification and temporal changes of food consumption frequencies were estimated under the statistical models with some assumptions, and their effects on risk ratios were evaluated. Food frequencies of 27 items in 214 subjects were doubly measured by a questionnaire with 2 weeks interval, and those in 326 subjects were measured in 1989, 1993 and 1994. Median of probabilities of misclassification in responses among 27 food items was estimated to be 0.12. Medians of proportions of persons whose responses in 1989 were different from those after 5 years, were calculated to be 35% with misclassification and 27% without misclassification. For the true risk ratio of 3, medians of the risk ratios of dietary habits during 5 years, based on food frequencies measured at 1989, were observed to be 2.2 in case of responses with misclassification, and 1.7 in case of responses with misclassification and temporal changes. These suggested that the risk ratios of food frequencies would be seriously affected by misclassification and temporal changes in responses. J Epidemiol, 1997 ; 7 : 153-159. Misclassification and temporal changes of food consumption frequencies were estimated under the statistical models with some assumptions, and their effects on risk ratios were evaluated. Food frequencies of 27 items in 214 subjects were doubly measured by a questionnaire with 2 weeks interval, and those in 326 subjects were measured in 1989, 1993 and 1994. Median of probabilities of misclassification in responses among 27 food items was estimated to be 0.12. Medians of proportions of persons whose responses in 1989 were different from those after 5 years, were calculated to be 35% with misclassification and 27% without misclassification. For the true risk ratio of 3, medians of the risk ratios of dietary habits during 5 years, based on food frequencies measured at 1989, were observed to be 2.2 in case of responses with misclassification, and 1.7 in case of responses with misclassification and temporal changes. These suggested that the risk ratios of food frequencies would be seriously affected by misclassification and temporal changes in responses.Misclassification and temporal changes of food consumption frequencies were estimated under the statistical models with some assumptions, and their effects on risk ratios were evaluated. Food frequencies of 27 items in 214 subjects were doubly measured by a questionnaire with 2 weeks interval, and those in 326 subjects were measured in 1989, 1993 and 1994. Median of probabilities of misclassification in responses among 27 food items was estimated to be 0.12. Medians of proportions of persons whose responses in 1989 were different from those after 5 years, were calculated to be 35% with misclassification and 27% without misclassification. For the true risk ratio of 3, medians of the risk ratios of dietary habits during 5 years, based on food frequencies measured at 1989, were observed to be 2.2 in case of responses with misclassification, and 1.7 in case of responses with misclassification and temporal changes. These suggested that the risk ratios of food frequencies would be seriously affected by misclassification and temporal changes in responses. Misclassification and temporal changes of food consumption frequencies were estimated under the statistical models with some assumptions, and their effects on risk ratios were evaluated. Food frequencies of 27 items in 214 subjects were doubly measured by a questionnaire with 2 weeks interval, and those in 326 subjects were measured in 1989, 1993 and 1994. Median of probabilities of misclassification in responses among 27 food items was estimated to be 0.12. Medians of proportions of persons whose responses in 1989 were different from those after 5 years, were calculated to be 35% with misclassification and 27% without misclassification. For the true risk ratio of 3, medians of the risk ratios of dietary habits during 5 years, based on food frequencies measured at 1989, were observed to be 2.2 in case of responses with misclassification, and 1.7 in case of responses with misclassification and temporal changes. These suggested that the risk ratios of food frequencies would be seriously affected by misclassification and temporal changes in responses. |
Author | Tsubono, Yoshitaka Hisamichi, Shigeru Hashimoto, Shuji Nakai, Satoshi Nishino, Yoshikazu Fukao, Akira |
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References | 2. Rothman KJ. Modern Epidemiology. Little, Brown and Company, Boston, 1986. 8. Munger RG, Folsom AR, Kushi LH, Kaye SA, Sellers TA. Dietary assessment of older Iowa women with a food frequency questionnaire; nutrient intake, reproducibility, and comparison with 24-hour dietary recall interviews. Am J Epidemiol 1992; 136: 192-200. 10. Harper D. Misclassification in epidemiological surveys. Am J Pub Hlth 1964; 54: 1882-1886. 3. Goldberg JD. The effects of misclassification on the bias in the difference between two proportions and the relative odds in the fourfold table. J Am Statist Assoc 1975; 70: 561-567. 6. Thompson FE, Lamphiear DE, Metzner HL, Hawthorne VM, Oh MS. Reproducibility of reports of frequency of food use in the Tecumseh Diet Methodology Study. Am J Epidemiol 1987; 125: 658-671. 4. Copeland KT, Checkoway H, McMichael AJ, Holbrook RH. Bias due to misclassification in the estimation of relative risk. Am J Epidemiol 1977; 105: 488-495. 9. Tsubono Y, Nishino Y, Fukao A, Hisamichi S, Tsugane S. Temporal change in the reproducibility of a selfadministered food frequency questionnaire. Am J Epidemiol 1995; 142:1231-1235. 1. Bross I. Misclassification in 2 ± 2 tables. Biometrics 1954; 10: 478-486. 5. Flegal KM, Brownie C, Haas JD. The effects of exposure misclassification on estimates of relative risk. Am J Epidemiol 1986; 123: 736-751. 7. Willett W. Nutritional Epidemiology. Oxford University Press, Boston, 1989. |
References_xml | – reference: 5. Flegal KM, Brownie C, Haas JD. The effects of exposure misclassification on estimates of relative risk. Am J Epidemiol 1986; 123: 736-751. – reference: 4. Copeland KT, Checkoway H, McMichael AJ, Holbrook RH. Bias due to misclassification in the estimation of relative risk. Am J Epidemiol 1977; 105: 488-495. – reference: 3. Goldberg JD. The effects of misclassification on the bias in the difference between two proportions and the relative odds in the fourfold table. J Am Statist Assoc 1975; 70: 561-567. – reference: 6. Thompson FE, Lamphiear DE, Metzner HL, Hawthorne VM, Oh MS. Reproducibility of reports of frequency of food use in the Tecumseh Diet Methodology Study. Am J Epidemiol 1987; 125: 658-671. – reference: 1. Bross I. Misclassification in 2 ± 2 tables. Biometrics 1954; 10: 478-486. – reference: 2. Rothman KJ. Modern Epidemiology. Little, Brown and Company, Boston, 1986. – reference: 9. Tsubono Y, Nishino Y, Fukao A, Hisamichi S, Tsugane S. Temporal change in the reproducibility of a selfadministered food frequency questionnaire. Am J Epidemiol 1995; 142:1231-1235. – reference: 7. Willett W. Nutritional Epidemiology. Oxford University Press, Boston, 1989. – reference: 10. Harper D. Misclassification in epidemiological surveys. Am J Pub Hlth 1964; 54: 1882-1886. – reference: 8. Munger RG, Folsom AR, Kushi LH, Kaye SA, Sellers TA. Dietary assessment of older Iowa women with a food frequency questionnaire; nutrient intake, reproducibility, and comparison with 24-hour dietary recall interviews. Am J Epidemiol 1992; 136: 192-200. |
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Title | Effects of Misclassification and Temporal Change of Response in Food Frequency on Risk Ratio |
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