Introduction
Methods
Participants and study schedule
Area | DR | FFQ1 | FFQ2 | Included in final analyses§ | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Baseline | Completed | Excluded | Within criteria | n | n | Age, mean | BMI, mean (SD) | |||||||
Start year | Methods | All | All | All | Men | Women | Men | Women | Men | Women | All | Men | Women | |
Yamagata | 2013 | Note, photos | 28 | 28 | 1 | 12 | 15 | 12 | 15 | 12 | 15 | 54.5 | 23.7 (2.6) | 23.0 (4.3) |
Tsuruoka | 2013 | Note, photos | 32 | 32 | 0 | 17 | 15 | 17 | 15 | 17 | 15 | 48.5 | 24.8 (4.5) | 22.2 (3.3) |
Chiba | 2013 | Note, photos | 28 | 28 | 0 | 14 | 14 | 14 | 14 | 14 | 13 | 54.1 | 23.6 (4.4) | 21.2 (2.9) |
Shizuoka-Sakuragaoka# | 2013 | Note, photos | 27 | 27 | 1 | 13 | 13 | 13 | 13 | 13 | 11 | 46.1 | 22.3 (1.9) | 21.0 (3.1) |
Shizuoka | 2012 | Note, photos | 26 | 26 | 0 | 13 | 13 | 13 | 13 | 13 | 13 | 52.6 | 24.4 (2.5) | 20.8 (2.6) |
Okazaki | 2013 | Note, photos | 39 | 39 | 1 | 17 | 21 | 17 | 21 | 17 | 20 | 48.8 | 23.1 (2.8) | 21.3 (3.3) |
Aichi Cancer Center | 2012 | Note, photos | 29 | 29 | 0 | 15 | 14 | 15 | 14 | 15 | 14 | 51.3 | 23.2 (2.8) | 22.7 (4.7) |
Takashima | 2012 | Note, photos | 24 | 23 | 0 | 12 | 11 | 12 | 11 | 12 | 11 | 48.5 | 22.8 (2.9) | 21.9 (2.4) |
Kyoto | 2013 | Note, photos | 22 | 16 | 0 | 6 | 10 | 6 | 10 | 5 | 9 | 50.1 | 25.3 (3.1) | 21.5 (3.4) |
Tokushima | 2012 | Note, photos | 29 | 28 | 2 | 14 | 12 | 14 | 12 | 14 | 12 | 52.9 | 22.6 (2.8) | 22.0 (1.9) |
Saga | 2011 | Note, photos | 24 | 24 | 0 | 12 | 12 | 12 | 12 | 11 | 12 | 55.6 | 22.8 (2.5) | 23.3 (4.0) |
Total | 308 | 300 | 5 | 145 | 150 | 145 | 150 | 143 | 145 | 51.4 | 23.4 (3.1) | 21.9 (3.4) |
Dietary intake using the 47-item FFQ
Reference method
Statistical analysis
Intake in each food group
Correlation
Agreement
Bland–Altman plot graphs
Ethical considerations
Results
Intake of each food group
FFQ1 | FFQ2 | DR | Robust Z score | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Food group | Mean | (SD) | Median | IQR | Mean | (SD) | Median | IQR | Mean | (SD) | Median | IQR | FFQ1vs. FFQ2 | DR vs. FFQ1 | DR vs.FFQ2 |
Men | |||||||||||||||
Energy (kcal) | 2295 | 496 | 2228 | 1994–2546 | 2301 | 481 | 2200 | 1952–2583 | 2253 | 359 | 2226 | 2021–2498 | − 0.1 | 0.0 | − 0.1 |
Rice | 447 | 189 | 453 | 308–571 | 425 | 153 | 434 | 325–530 | 377 | 128 | 364 | 296–467 | − 0.1 | 0.7 | 0.6 |
Bread | 53 | 50 | 41 | 15–84 | 52 | 44 | 47 | 16–80 | 50 | 32 | 47 | 26–68 | 0.1 | − 0.2 | 0.0 |
Noodles | 49 | 37 | 44 | 29–58 | 51 | 40 | 43 | 28–59 | 92 | 55 | 81 | 52–122 | − 0.1 | − 0.7 | − 0.7 |
Potatoes | 16 | 12 | 11 | 9–24 | 15 | 16 | 12 | 8–17 | 45 | 21 | 41 | 31–58 | 0.1 | − 1.5 | − 1.5 |
Soybean products | 64 | 37 | 54 | 38–79 | 62 | 40 | 54 | 36–86 | 74 | 56 | 61 | 42–86 | 0.0 | − 0.2 | − 0.2 |
Green vegetables | 60 | 36 | 50 | 35–78 | 62 | 44 | 52 | 34–76 | 118 | 68 | 97 | 68–159 | 0.0 | − 0.7 | − 0.7 |
Other vegetables | 54 | 31 | 48 | 32–66 | 52 | 32 | 47 | 30–60 | 190 | 75 | 173 | 142–217 | 0.0 | − 2.3 | − 2.3 |
Fruit | 47 | 47 | 31 | 20–66 | 44 | 43 | 26 | 16–67 | 129 | 109 | 96 | 45–185 | − 0.2 | − 0.6 | − 0.7 |
Mushrooms | 7 | 5 | 5 | 3–10 | 6 | 5 | 5 | 3–8 | 14 | 12 | 12 | 7–19 | 0.0 | − 0.7 | − 0.7 |
Seaweeds | 1 | 1 | 1 | 1–1 | 1 | 1 | 1 | 1–2 | 13 | 11 | 10 | 5–18 | 0.0 | − 1.0 | − 1.0 |
Fish | 46 | 24 | 39 | 31–58 | 47 | 25 | 43 | 30–60 | 80 | 41 | 73 | 53–102 | 0.2 | − 0.9 | − 0.8 |
Meat | 39 | 18 | 34 | 25–49 | 43 | 24 | 37 | 28–58 | 106 | 38 | 104 | 78–131 | 0.2 | − 1.8 | − 1.7 |
Eggs | 20 | 13 | 19 | 9–33 | 20 | 15 | 20 | 8–32 | 44 | 20 | 44 | 29–57 | 0.0 | − 1.2 | − 1.2 |
Milk | 99 | 91 | 73 | 29–153 | 108 | 104 | 88 | 22–161 | 106 | 93 | 71 | 37–161 | 0.2 | 0.0 | 0.2 |
Oils | 15 | 7 | 14 | 9–19 | 16 | 9 | 16 | 10–21 | 27 | 8 | 27 | 21–32 | 0.2 | − 1.6 | − 1.4 |
Confectionery | 20 | 20 | 18 | 8–26 | 19 | 20 | 15 | 9–24 | 27 | 25 | 21 | 12–34 | − 0.2 | − 0.2 | − 0.4 |
Green tea | 278 | 239 | 220 | 44–440 | 270 | 248 | 192 | 56–465 | 246 | 255 | 178 | 58–326 | − 0.1 | 0.2 | 0.1 |
Coffee | 142 | 103 | 101 | 51–202 | 153 | 107 | 118 | 65–216 | 143 | 160 | 93 | 20–203 | 0.2 | 0.1 | 0.2 |
Alcoholic beverages | 137 | 169 | 80 | 17–238 | 146 | 173 | 82 | 21–207 | 187 | 220 | 135 | 38–255 | 0.0 | − 0.3 | − 0.3 |
Soybean paste | 13 | 10 | 11 | 7–15 | 12 | 10 | 10 | 5–15 | 11 | 7 | 10 | 7–14 | − 0.3 | 0.3 | − 0.1 |
Median for Z score for food intakes | 0.0 | − 0.6 | − 0.7 | ||||||||||||
Women | |||||||||||||||
Energy (kcal) | 1942 | 341 | 1935 | 1725–2092 | 1928 | 350 | 1890 | 1718–2105 | 1752 | 269 | 1720 | 1541–1902 | − 0.2 | 0.8 | 0.6 |
Rice | 273 | 98 | 272 | 205–358 | 260 | 92 | 267 | 183–329 | 234 | 79 | 226 | 180–295 | 0.0 | 0.5 | 0.5 |
Bread | 46 | 37 | 43 | 14–70 | 48 | 37 | 44 | 20–70 | 49 | 26 | 48 | 32–64 | 0.0 | − 0.2 | − 0.2 |
Noodles | 40 | 35 | 25 | 13–50 | 41 | 32 | 36 | 22–53 | 73 | 42 | 67 | 46–89 | 0.4 | − 1.3 | − 1.0 |
Potatoes | 19 | 13 | 13 | 10–28 | 18 | 15 | 11 | 10–27 | 38 | 20 | 34 | 23–47 | − 0.1 | − 1.2 | − 1.3 |
Soybean products | 64 | 33 | 61 | 43–77 | 59 | 32 | 54 | 37–75 | 63 | 40 | 54 | 36–79 | − 0.3 | 0.2 | 0.0 |
Green vegetables | 89 | 53 | 79 | 53–108 | 82 | 50 | 72 | 50–99 | 108 | 47 | 100 | 73–136 | − 0.2 | − 0.4 | − 0.6 |
Other vegetables | 86 | 42 | 75 | 58–107 | 81 | 40 | 75 | 55–101 | 172 | 57 | 164 | 130–203 | 0.0 | − 1.6 | − 1.6 |
Fruit | 64 | 48 | 53 | 24–89 | 59 | 45 | 49 | 25–84 | 117 | 76 | 105 | 63–153 | − 0.1 | − 0.8 | − 0.8 |
Mushrooms | 11 | 7 | 10 | 6–13 | 10 | 6 | 9 | 4–15 | 16 | 12 | 13 | 8–20 | − 0.1 | − 0.4 | − 0.4 |
Seaweeds | 2 | 2 | 1 | 1–3 | 2 | 1 | 1 | 1–2 | 11 | 9 | 9 | 5–14 | − 0.2 | − 1.1 | − 1.2 |
Fish | 46 | 24 | 43 | 29–55 | 43 | 20 | 42 | 29–52 | 62 | 29 | 57 | 42–80 | 0.0 | − 0.5 | − 0.5 |
Meat | 45 | 21 | 42 | 31–58 | 44 | 17 | 41 | 32–57 | 73 | 26 | 70 | 54–93 | 0.0 | − 1.0 | − 1.0 |
Eggs | 23 | 14 | 20 | 10–32 | 22 | 13 | 20 | 9–32 | 36 | 15 | 34 | 25–46 | 0.0 | − 0.8 | − 0.9 |
Milk | 148 | 112 | 132 | 52–207 | 141 | 115 | 125 | 51–182 | 137 | 95 | 116 | 78–173 | − 0.1 | 0.2 | 0.1 |
Oils | 17 | 7 | 16 | 12–21 | 17 | 7 | 16 | 12–20 | 23 | 7 | 23 | 19–27 | 0.0 | − 1.0 | − 1.0 |
Confectionery | 20 | 13 | 17 | 13– 24 | 23 | 17 | 20 | 13–29 | 37 | 23 | 32 | 23–47 | 0.4 | − 0.9 | − 0.7 |
Green tea | 306 | 226 | 208 | 122–592 | 304 | 228 | 210 | 91–582 | 289 | 262 | 224 | 95–415 | 0.0 | − 0.1 | − 0.1 |
Coffee | 155 | 106 | 170 | 79–216 | 155 | 106 | 192 | 78–210 | 128 | 123 | 90 | 24–203 | 0.2 | 0.6 | 0.8 |
Alcoholic beverages | 42 | 98 | 8 | 0–49 | 42 | 106 | 13 | − 2–51 | 72 | 136 | 32 | 1–77 | 0.1 | − 0.4 | − 0.3 |
Soybean paste | 11 | 9 | 12 | 3–15 | 11 | 8 | 11 | 3–15 | 8 | 5 | 7 | 4–11 | − 0.1 | 0.9 | 0.8 |
Median for Z score for food group intakes | 0.0 | − 0.4 | − 0.5 |
Correlation coefficient and agreement rate for reproducibility
Men ( n = 143) | Women ( n = 145) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
FFQ1 vs. FFQ2 | FFQ1 vs. DR | FFQ2 vs. DR | FFQ1 vs. FFQ2 | FFQ1 vs. DR | FFQ2 vs. DR | |||||||
Crude | Energy-adjusted | Energy-adjusted | De-attenuated | Energy-adjusted | De-attenuated | Crude | Energy-adjusted | Energy-adjusted | De-attenuated | Energy-adjusted | De-attenuated | |
Rice | 0.78 | 0.70 | 0.63 | 0.67 | 0.60 | 0.63 | 0.83 | 0.74 | 0.56 | 0.61 | 0.62 | 0.66 |
Bread | 0.70 | 0.67 | 0.69 | 0.76 | 0.69 | 0.75 | 0.82 | 0.75 | 0.62 | 0.70 | 0.62 | 0.70 |
Noodles | 0.59 | 0.50 | 0.48 | 0.61 | 0.52 | 0.65 | 0.71 | 0.70 | 0.27 | 0.36 | 0.46 | 0.63 |
Potatoes | 0.43 | 0.40 | 0.11 | 0.17 | 0.17 | 0.26 | 0.60 | 0.59 | 0.29 | 0.41 | 0.25 | 0.34 |
Soybean products | 0.75 | 0.67 | 0.30 | 0.36 | 0.32 | 0.37 | 0.71 | 0.70 | 0.40 | 0.47 | 0.37 | 0.44 |
Green vegetables | 0.63 | 0.57 | 0.31 | 0.34 | 0.32 | 0.35 | 0.66 | 0.64 | 0.31 | 0.36 | 0.42 | 0.49 |
Other vegetables | 0.50 | 0.46 | 0.31 | 0.35 | 0.27 | 0.30 | 0.62 | 0.57 | 0.21 | 0.24 | 0.21 | 0.24 |
Fruit | 0.76 | 0.73 | 0.57 | 0.62 | 0.63 | 0.69 | 0.70 | 0.65 | 0.51 | 0.58 | 0.42 | 0.48 |
Mushrooms | 0.58 | 0.49 | 0.21 | 0.26 | 0.28 | 0.34 | 0.57 | 0.56 | 0.20 | 0.26 | 0.26 | 0.33 |
Seaweeds | 0.46 | 0.38 | 0.28 | 0.35 | 0.25 | 0.30 | 0.45 | 0.45 | 0.17 | 0.23 | 0.25 | 0.33 |
Fish | 0.67 | 0.61 | 0.32 | 0.38 | 0.53 | 0.61 | 0.72 | 0.67 | 0.49 | 0.58 | 0.58 | 0.69 |
Meat | 0.56 | 0.53 | 0.36 | 0.41 | 0.37 | 0.42 | 0.63 | 0.61 | 0.36 | 0.41 | 0.37 | 0.43 |
Eggs | 0.71 | 0.70 | 0.42 | 0.48 | 0.43 | 0.50 | 0.69 | 0.67 | 0.38 | 0.47 | 0.43 | 0.52 |
Milk | 0.77 | 0.72 | 0.71 | 0.76 | 0.76 | 0.81 | 0.86 | 0.82 | 0.52 | 0.56 | 0.51 | 0.54 |
Oils | 0.54 | 0.56 | 0.33 | 0.38 | 0.33 | 0.39 | 0.65 | 0.60 | 0.29 | 0.39 | 0.40 | 0.53 |
Confectionery | 0.70 | 0.60 | 0.47 | 0.55 | 0.43 | 0.51 | 0.56 | 0.49 | 0.21 | 0.25 | 0.37 | 0.45 |
Green tea | 0.69 | 0.61 | 0.56 | 0.59 | 0.59 | 0.64 | 0.74 | 0.73 | 0.56 | 0.62 | 0.63 | 0.69 |
Coffee | 0.78 | 0.77 | 0.51 | 0.55 | 0.57 | 0.60 | 0.80 | 0.67 | 0.52 | 0.55 | 0.52 | 0.56 |
Alcoholic beverages | 0.88 | 0.86 | 0.60 | 0.63 | 0.58 | 0.61 | 0.89 | 0.84 | 0.72 | 0.77 | 0.62 | 0.66 |
Soybean paste | 0.73 | 0.72 | 0.54 | 0.61 | 0.55 | 0.61 | 0.67 | 0.64 | 0.63 | 0.72 | 0.64 | 0.72 |
Median | 0.70 | 0.61 | 0.44 | 0.51 | 0.48 | 0.55 | 0.69 | 0.66 | 0.39 | 0.47 | 0.42 | 0.52 |
Minimum | 0.43 | 0.38 | 0.11 | 0.17 | 0.17 | 0.26 | 0.45 | 0.45 | 0.17 | 0.23 | 0.21 | 0.24 |
Maximum | 0.88 | 0.86 | 0.71 | 0.76 | 0.76 | 0.81 | 0.89 | 0.84 | 0.72 | 0.77 | 0.64 | 0.72 |
Men (n = 143) | Women (n = 145) | |||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
FFQ1 vs FFQ2 | DR vs FFQ1 | DR vs FFQ2 | FFQ1 vs FFQ2 | DR vs FFQ1 | DR vs FFQ2 | |||||||||||||
Same category | Same and | Extremecategory | Same category | Same and | Extremecategory | Same category | Same and | Extremecategory | Same category | Same and | Extremecategory | Same category | Same and | Extremecategory | Same category | Same and | Extremecategory | |
adjacent | adjacent | adjacent | adjacent | adjacent | adjacent | |||||||||||||
category | category | category | category | category | category | |||||||||||||
Rice | 41 | 90 | 0 | 35 | 75 | 0 | 35 | 78 | 2 | 43 | 86 | 0 | 37 | 76 | 1 | 39 | 77 | 1 |
Bread | 45 | 87 | 1 | 40 | 86 | 1 | 41 | 83 | 1 | 48 | 89 | 0 | 39 | 83 | 1 | 40 | 82 | 1 |
Noodles | 42 | 78 | 1 | 31 | 71 | 1 | 31 | 73 | 1 | 39 | 81 | 0 | 28 | 61 | 5 | 33 | 71 | 2 |
Potatoes | 32 | 70 | 3 | 23 | 58 | 6 | 20 | 56 | 5 | 38 | 72 | 0 | 23 | 64 | 2 | 28 | 62 | 3 |
Soybean products | 43 | 85 | 1 | 29 | 59 | 1 | 25 | 66 | 2 | 46 | 79 | 1 | 28 | 65 | 2 | 30 | 66 | 3 |
Green vegetables | 41 | 76 | 1 | 25 | 65 | 2 | 28 | 66 | 3 | 36 | 80 | 1 | 22 | 67 | 3 | 34 | 67 | 3 |
Other vegetables | 34 | 71 | 2 | 28 | 64 | 3 | 20 | 61 | 6 | 41 | 74 | 1 | 21 | 57 | 4 | 26 | 59 | 6 |
Fruit | 49 | 83 | 1 | 39 | 73 | 2 | 38 | 78 | 1 | 38 | 83 | 1 | 31 | 72 | 2 | 34 | 72 | 3 |
Mushrooms | 36 | 75 | 3 | 27 | 59 | 6 | 32 | 64 | 6 | 41 | 79 | 1 | 23 | 65 | 3 | 31 | 60 | 6 |
Seaweeds | 31 | 71 | 4 | 28 | 66 | 6 | 22 | 69 | 6 | 32 | 70 | 3 | 19 | 61 | 7 | 27 | 63 | 6 |
Fish | 35 | 80 | 1 | 28 | 59 | 4 | 36 | 73 | 2 | 49 | 81 | 1 | 34 | 68 | 0 | 31 | 72 | 0 |
Meat | 42 | 78 | 3 | 22 | 59 | 2 | 27 | 63 | 3 | 40 | 80 | 1 | 27 | 65 | 3 | 27 | 64 | 5 |
Eggs | 50 | 87 | 0 | 29 | 65 | 1 | 30 | 63 | 2 | 50 | 79 | 0 | 27 | 65 | 3 | 30 | 72 | 3 |
Milk | 51 | 90 | 1 | 43 | 85 | 0 | 50 | 87 | 0 | 61 | 92 | 0 | 39 | 75 | 1 | 39 | 79 | 1 |
Oils | 36 | 76 | 1 | 23 | 63 | 4 | 26 | 67 | 3 | 35 | 75 | 1 | 27 | 63 | 5 | 35 | 68 | 6 |
Confectionery | 42 | 81 | 1 | 28 | 67 | 1 | 29 | 63 | 2 | 34 | 69 | 3 | 28 | 60 | 8 | 30 | 66 | 3 |
Green tea | 51 | 85 | 1 | 39 | 78 | 1 | 48 | 83 | 1 | 54 | 86 | 1 | 39 | 80 | 1 | 41 | 79 | 1 |
Coffee | 45 | 90 | 1 | 34 | 72 | 1 | 36 | 76 | 1 | 62 | 90 | 1 | 32 | 70 | 2 | 36 | 77 | 1 |
Alcoholic beverages | 55 | 94 | 0 | 39 | 78 | 0 | 34 | 78 | 0 | 54 | 90 | 0 | 46 | 86 | 1 | 39 | 81 | 1 |
Soybean paste | 45 | 86 | 1 | 40 | 76 | 1 | 40 | 75 | 1 | 43 | 81 | 2 | 35 | 77 | 1 | 40 | 81 | 1 |
Median | 42 | 81 | 1 | 29 | 67 | 1 | 31 | 69 | 2 | 41 | 80 | 1 | 28 | 65 | 2 | 33 | 71 | 3 |
Range | (31–55) | (70–94) | (0–4) | (22–43) | (58–86) | (0–6) | (20–50) | (56–87) | (0–6) | (32–62) | (69–92) | (0–3) | (19–46) | (57–86) | (0–8) | (26–41) | (59–82) | (0–6) |