| Literature DB >> 29692750 |
Kate L Brookie1, Georgia I Best1, Tamlin S Conner1.
Abstract
Background: Higher intakes of fruits and vegetables, rich in micronutrients, have been associated with better mental health. However, cooking or processing may reduce the availability of these important micronutrients. This study investigated the differential associations between intake of raw fruits and vegetables, compared to processed (cooked or canned) fruits and vegetables, and mental health in young adults.Entities:
Keywords: diet; fruits; mental health; mood; vegetables; well-being
Year: 2018 PMID: 29692750 PMCID: PMC5902672 DOI: 10.3389/fpsyg.2018.00487
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Descriptive Statistics for the Sample (n = 422).
| Age | 21.58 (2.12) | 18 | 25 | |
| Gender | ||||
| Female | 66.1 (279) | |||
| Male | 32.3 (136) | |||
| Gender diverse | 1.7 (7) | |||
| Ethnicity | ||||
| Caucasian | 67.5 (285) | |||
| Asian | 9.7 (41) | |||
| Black | 6.2 (26) | |||
| Mixed | 6.2 (26) | |||
| Hispanic | 5.2 (22) | |||
| Other | 5.2 (22) | |||
| Sample | ||||
| % MTURK | 75.12 (317) | |||
| % Psychology Students | 24.88 (105) | |||
| % Full- or part-time students | 65.6 (277) | |||
| SES | 4.12 (1.24) | 1 | 7 | |
| BMI | 24.85 (5.36) | 14.7 | 53.78 | |
| Sleep quantity (hours/night) | 7.27 (1.43) | 2 | 20 | |
| Sleep quality | 1.74 (1.01) | 0 | 4 | |
| Days of physical activity/week | 2.99 (1.95) | 0 | 7 | |
| Alcohol (servings/week) | 4.43 (6.74) | 0 | 48 | |
| Smoker (Yes) | 10.2 (43) | |||
| Health condition (Yes) | 25.6 (108) | |||
| Food allergy (Yes) | 16.6 (70) | |||
| Antidepressant use (Yes) | 15.9 (67) | |||
| Supplement use (Yes) | 35.8 (151) | |||
| Vegetarian | 10.0 (42) | |||
| Food preparation | ||||
| Myself | 43.8 (185) | |||
| Roommates/in a group | 17.5 (74) | |||
| With partner | 16.8 (71) | |||
| Parents | 10.2 (43) | |||
| University dorm | 10.0 (42) | |||
| Other | 1.7 (7) | |||
| Raw FVI servings/day | 2.20 (1.79) | 0 | 12 | |
| Raw fruit | 1.22 (1.13) | 0 | 6 | |
| Raw vegetables | 0.98 (0.99) | 0 | 7 | |
| Processed FVI servings/day | 0.99 (0.95) | 0 | 5 | |
| Processed fruit | 0.11 (0.33) | 0 | 3.57 | |
| Processed vegetables | 0.88 (0.86) | 0 | 5 | |
| Unhealthy foods servings/day | 1.45 (1.48) | 0 | 8.57 | |
| Chocolate | 0.47 (0.63) | 0 | 7 | |
| Candy | 0.18 (0.36) | 0 | 2.86 | |
| French fries | 0.30 (0.39) | 0 | 2.86 | |
| Soda | 0.49 (1.03) | 0 | 7 | |
| Depressive symptoms | 17.53 (11.95) | 0 | 55 | |
| Anxiety symptoms | 6.55 (4.43) | 0 | 21 | |
| Negative mood | 1.42 (0.78) | 0 | 3.75 | |
| Positive mood | 2.22 (0.82) | 0 | 4 | |
| Life satisfaction | 21.85 (7.26) | 5 | 35 | |
| Flourishing | 40.84 (9.29) | 13 | 56 |
BMI, body mass index; FVI, fruit and vegetable intake; MTurk, Mechanical Turk; SES, socioeconomic status.
Food survey questions (and response items).
|
- How many days in a week do you eat - On a day when you eat raw vegetables, how many servings of - What types of |
|
- How many days in a week do you eat - On a day when you eat cooked, frozen, or canned/tinned vegetables, how many servings of - What types of |
|
- How many days in a typical week do you eat - On a day when you eat raw fruits, how many servings of - What types of |
|
- How many days in a typical week do you eat - On a day when you eat cooked or canned/tinned fruits, how many servings of - What types of |
|
- How many days in a week do you eat - On a day when you eat chocolate, how many servings of |
|
- How many days in a typical week do you eat - On a day when you eat candy or lollies, how many servings of |
|
- How many days in a typical week do you eat - On a day when you eat hot chips, French fries, kumara chips or wedges, how many servings of |
|
- How many days in a typical week do you drink - On a day when you drink soda, how many servings of |
Inter-correlations among the fruit, vegetables, unhealthy foods, and mental health measures.
| Raw FVI | 1 | 0.866 | 0.819 | 0.265 | 0.156 | 0.234 |
| Raw fruits | 1 | 0.422 | 0.232 | 0.133 | 0.206 | |
| Raw vegetables | 1 | 0.215 | 0.130 | 0.188 | ||
| Processed FVI | 1 | 0.434 | 0.941 | |||
| Processed fruits | 1 | 0.103 | ||||
| Processed vegetables | 1 | |||||
| Raw FVI | −0.053 | −0.007 | 0.043 | 0.013 | −0.092 | |
| Raw fruits | −0.024 | −0.009 | 0.064 | 0.047 | −0.070 | |
| Raw vegetables | −0.068 | −0.002 | 0.004 | −0.031 | −0.087 | |
| Processed FVI | 0.089 | 0.073 | 0.169 | 0.103 | −0.014 | |
| Processed fruits | 0.144 | 0.044 | 0.280 | 0.194 | 0.008 | |
| Processed vegetables | 0.044 | 0.064 | 0.081 | 0.041 | −0.019 | |
| Unhealthy foods | 1 | 0.502 | 0.512 | 0.486 | 0.767 | |
| Chocolate | 1 | 0.236 | 0.040 | 0.015 | ||
| Candy | 1 | 0.380 | 0.098 | |||
| French fries | 1 | 0.159 | ||||
| Soda | 1 | |||||
| Depressive symptoms | 1 | 0.747 | 0.749 | −0.710 | −0.642 | −0.667 |
| Anxiety | 1 | 0.734 | −0.532 | −0.496 | −0.465 | |
| Negative mood | 1 | −0.569 | −0.566 | −0.566 | ||
| Positive mood | 1 | 0.684 | 0.777 | |||
| Life satisfaction | 1 | 0.719 | ||||
| Flourishing | 1 |
FVI, Fruit and vegetable intake;
p < 0.05;
p < 0.01;
p < 0.001.
Bivariate correlations between intake of fruit, vegetables, unhealthy foods, and mental health.
| Raw FVI | −0.157 | −0.077 | −0.090 | 0.280 | 0.161 | 0.205 |
| Raw fruits | −0.161 | −0.092 | −0.113 | 0.279 | 0.157 | 0.218 |
| Raw vegetables | −0.100 | −0.035 | −0.034 | 0.188 | 0.112 | 0.122 |
| Processed FVI | 0.023 | −0.016 | −0.004 | 0.171 | 0.023 | 0.037 |
| Processed fruits | 0.002 | −0.014 | −0.023 | 0.106 | 0.045 | −0.008 |
| Processed vegetables | 0.025 | −0.013 | 0.004 | 0.149 | 0.008 | 0.044 |
| Unhealthy foods | 0.068 | 0.055 | 0.051 | −0.004 | −0.072 | −0.040 |
| Chocolate | 0.019 | −0.005 | 0.048 | 0.044 | 0.046 | 0.012 |
| Candy | 0.027 | 0.001 | 0.013 | 0.084 | 0.034 | 0.040 |
| French fries | −0.056 | −0.028 | −0.044 | 0.088 | 0.003 | 0.028 |
| Soda | 0.098 | 0.093 | 0.056 | −0.095 | −0.144 | −0.090 |
FVI, Fruit and vegetable intake;
p < 0.05;
p < 0.01;
p < 0.001.
Regression models predicting mental health variables from fruit and vegetable intake, demographic covariates, and health related covariates.
| Intercept | 16.788(0.662) | 6.547(0.216) | 1.421(0.038) | 2.296(0.043) | 21.846(0.350) | 40.839(0.443) |
| Raw fruits and vegetables | −1.819(0.442) | −0.193(0.125) | −0.041(0.022) | 0.185(0.029) | 0.675(0.203) | 1.090(0.257) |
| Raw fruits and vegetables (Quad) | 0.231(0.104) | – | – | −0.025(0.007) | – | – |
| Processed fruits and vegetables | 0.951(0.623) | 0.020(0.235) | 0.017(0.041) | 0.080(0.041) | −0.161(0.380) | −0.179(0.428) |
| 0.040 | 0.006 | 0.009 | 0.116 | 0.026 | 0.042 | |
| 0.030 | 0.004 | 0.007 | 0.044 | 0.013 | 0.019 | |
| Intercept | 14.491(1.782) | 4.677(0.699) | 1.243(0.125) | 2.30(0.114) | 21.88(1.06) | 40.13(1.47) |
| Raw fruits and vegetables | −1.522(0.395) | −0.174(0.119) | −0.040(0.021) | 0.135(0.025) | 0.476(0.181) | 0.787(0.251) |
| Raw fruits and vegetables (Quad) | 0.150(0.089) | – | – | −0.016(0.006) | – | – |
| Processed fruits and vegetables | 1.39(0.546) | 0.167(0.216) | 0.033(0.039) | 0.017(0.035) | −0.558(0.329) | −0.581(0.455) |
| Age | 0.270(0.303) | −0.005(0.120) | 0.002(0.022) | −0.043(0.019) | −0.012(0.183) | −0.446(0.253) |
| Gender D1 | −0.141(1.14) | 0.723(0.451) | 0.067(0.081) | 0.125(0.073) | 1.13(0.686) | 2.09(0.948) |
| Gender D2 | 8.29(3.98) | 3.16(1.58) | 0.639(0.283) | −0.432(0.254) | −4.00(2.40) | −5.93(3.31) |
| Sample | 0.487(1.49) | −0.797(0.591) | 0.070(0.106) | −0.088(0.096) | −0.518(0.900) | −0.742(1.24) |
| Student | 1.04(1.19) | 0.425(0.472) | 0.058(0.085) | −0.017(0.076) | −0.826(0.717) | −0.157(0.991) |
| SES | −2.04(0.425) | −0.746(0.169) | −0.104(0.030) | 0.171(0.027) | 2.76(0.257) | 1.77(0.355) |
| BMI | 0.136(0.096) | 0.004(0.038) | 0.002(0.007) | −0.003(0.006) | −0.059(0.058) | −0.043(0.080) |
| Sleep quantity | −0.057(0.359) | −0.093(0.142) | 0.008(0.026) | 0.033(0.023) | −0.122(0.217) | 0.328(0.299) |
| Sleep quality | −4.06(0.541) | −1.19(0.214) | −0.231(0.038) | 0.290(0.035) | 1.32(0.236) | 2.11(0.451) |
| Physical activity | −0.076(0.273) | −0.030(0.108) | −0.004(0.019) | 0.020(0.017) | 0.030(0.164) | 0.313(0.226) |
| Alcohol | 0.090(0.074) | 0.034(0.029) | 0.009(0.005) | .000(0.005) | −0.034(0.045) | −0.069(0.062) |
| Smoking | 0.874(1.625) | 0.299(0.644) | −0.109(0.116) | −0.023(0.104) | −0.253(0.980) | −1.10(1.35) |
| Health condition | 1.48(1.19) | 0.029(0.470) | 0.029(0.084) | −0.026(0.076) | 0.573(0.715) | 0.788(0.988) |
| Food allergy | 0.214(1.34) | 0.345(0.529) | 0.043(0.095) | −0.001(0.086) | 0.144(0.805) | −0.376(1.11) |
| Antidepressant use | 6.34(1.41) | 2.49(0.558) | 0.403(0.100) | −0.291(0.090) | −1.34(0.849) | −3.03(1.17) |
| Supplement use | 0.268(1.04) | 0.052(0.411) | −0.028(0.074) | 0.075(0.066) | 0.381(0.626) | 1.01(0.864) |
| Vegetarian | 1.16(1.71) | 0.538(0.674) | −0.006(0.121) | −0.032(0.109) | 0.797(1.03) | 0.158(1.42) |
| Parents prepare food | −2.42(1.63) | −0.949(0.648) | −0.226(0.116) | −0.002(0.104) | 0.606(0.985) | 1.54(1.36) |
| Candy | 2.40(1.49) | 0.256(0.591) | 0.084(0.106) | 0.005(0.095) | 0.164(0.900) | 0.381(1.24) |
| French fries | −2.93(1.36) | −0.481(0.538) | −0.107(0.096) | 0.189(0.087) | 0.299(0.818) | 1.11(1.13) |
| Soda | −0.045(0.506) | 0.105(0.201) | −0.004(0.036) | 0.010(0.032) | −0.343(0.305) | 0.120(0.422) |
| 0.334 | 0.278 | 0.239 | 0.338 | 0.355 | 0.236 | |
| 0.374 | 0.284 | 0.247 | 0.454 | 0.381 | 0.278 |
SE, standard error; SES, socioeconomic status; all continuous variables are centered.
p < 0.05;
p < 0.01;
p < 0.001.
Figure 1The curvilinear relationship between consumption of raw fruits and vegetables and positive mood, adjusted for covariates.
Correlations between types of raw and processed vegetables, and mental health.
| Carrot | −0.130 | −0.085 | −0.108 | 0.248 | 0.187 | 0.223 |
| Dark leafy greens | −0.145 | −0.077 | −0.077 | 0.175 | 0.197 | 0.184 |
| Lettuce | −0.118 | −0.065 | −0.04 | 0.204 | 0.113 | 0.174 |
| Cucumber | −0.076 | −0.017 | −0.037 | 0.186 | 0.071 | 0.146 |
| Red onion | −0.088 | −0.032 | −0.043 | 0.156 | 0.103 | 0.152 |
| Cabbage | −0.072 | −0.103 | −0.084 | 0.144 | 0.064 | 0.090 |
| Celery | −0.060 | 0.008 | −0.007 | 0.137 | 0.065 | 0.117 |
| Tomato | −0.017 | 0.019 | −0.039 | 0.117 | 0.071 | 0.078 |
| Mushroom | −0.106 | −0.048 | −0.057 | 0.108 | 0.045 | 0.053 |
| Bell pepper/Capsicum | −0.042 | −0.002 | −0.027 | 0.089 | 0.057 | 0.107 |
| Beets/Beetroot | −0.015 | −0.022 | −0.031 | 0.070 | 0.041 | 0.039 |
| Other | 0.068 | 0.094 | 0.091 | −0.062 | −0.017 | −0.047 |
| Pumpkin | −0.020 | −0.039 | 0.014 | 0.136 | 0.091 | 0.081 |
| Mixed frozen vegetables | −0.035 | 0.024 | 0.026 | 0.126 | 0.037 | 0.113 |
| Potatoes | −0.029 | 0.021 | 0.018 | 0.116 | 0.016 | 0.013 |
| Broccoli | −0.065 | −0.036 | −0.037 | 0.110 | 0.042 | 0.118 |
| Sweet potato/Kumara | −0.067 | −0.057 | 0.035 | 0.115 | 0.069 | 0.032 |
| Asparagus | −0.096 | −0.052 | −0.037 | 0.079 | 0.144 | 0.086 |
| Onions/leeks | 0.058 | 0.080 | 0.119 | 0.027 | 0.012 | −0.019 |
| Green beans | −0.032 | 0.037 | −0.042 | 0.071 | −0.045 | 0.102 |
| Eggplant/Aubergine | −0.049 | −0.016 | −0.024 | 0.099 | 0.078 | 0.084 |
| Dark leafy greens | −0.081 | −0.081 | −0.068 | 0.095 | 0.061 | 0.096 |
| Mushroom | −0.008 | 0.026 | 0.027 | 0.084 | −0.038 | 0.010 |
| Carrots | 0.017 | 0.057 | 0.066 | 0.083 | 0.067 | 0.023 |
| Cauliflower | −0.035 | −0.028 | 0.024 | 0.080 | 0.065 | 0.025 |
| Bell pepper/Capsicum | −0.031 | −0.011 | 0.045 | 0.075 | 0.059 | 0.078 |
| Tomatoes (canned) | 0.021 | 0.043 | −0.005 | 0.071 | 0.069 | 0.073 |
| Tomatoes (cooked) | 0.006 | 0.040 | 0.006 | 0.067 | 0.071 | 0.062 |
| Beet/Beetroot | −0.035 | −0.013 | 0.001 | 0.067 | 0.038 | 0.042 |
| Zucchini/Courgette | −0.057 | −0.041 | −0.011 | 0.065 | 0.076 | 0.089 |
| Corn | −0.035 | 0.020 | 0.023 | 0.036 | −0.061 | 0.045 |
| Other | 0.037 | −0.022 | 0.019 | −0.051 | −0.015 | −0.045 |
Processed, cooked/canned/frozen;
p < 0.05;
p < 0.01.
Correlations between types of raw and processed fruits, and mental health.
| Banana | −0.138 | −0.078 | −0.117 | 0.224 | 0.175 | 0.242 |
| Apple | −0.152 | −0.119 | −0.114 | 0.223 | 0.173 | 0.225 |
| Grapefruit | −0.065 | −0.034 | −0.054 | 0.208 | 0.148 | 0.149 |
| Citrus fruit | −0.091 | −0.116 | −0.045 | 0.186 | 0.093 | 0.194 |
| Berries (fresh) | −0.140 | −0.049 | −0.075 | 0.176 | 0.087 | 0.171 |
| Kiwi fruit | −0.073 | −0.048 | −0.082 | 0.146 | 0.082 | 0.157 |
| Stone fruit | −0.035 | 0.034 | 0.020 | 0.136 | 0.046 | 0.129 |
| Pear | 0.006 | 0.034 | 0.044 | 0.115 | 0.070 | 0.103 |
| Frozen berries (eaten raw) | −0.052 | 0.002 | 0.039 | 0.113 | 0.088 | 0.125 |
| Grapes | −0.050 | 0.007 | −0.041 | 0.100 | 0.084 | 0.163 |
| Other | −0.042 | −0.010 | −0.026 | 0.027 | 0.049 | 0.018 |
| Peaches | −0.044 | −0.053 | −0.033 | 0.118 | 0.045 | 0.098 |
| Pineapple | −0.020 | −0.003 | −0.009 | 0.098 | 0.003 | 0.100 |
| Apples | −0.080 | −0.085 | −0.076 | 0.102 | 0.045 | 0.089 |
| Apricot | 0.017 | 0.004 | −0.013 | 0.096 | 0.036 | 0.026 |
| Plum | 0.017 | 0.014 | 0.026 | 0.052 | 0.038 | −0.027 |
| Pear | 0.020 | 0.027 | 0.033 | 0.047 | −0.001 | 0.044 |
| Berries | −0.021 | −0.029 | −0.021 | 0.041 | 0.068 | −0.005 |
| Other | −0.066 | 0.004 | −0.014 | 0.002 | −0.005 | 0.018 |
Processed, cooked/canned/frozen;
p < 0.05;
p < 0.01.