Table 3b.
Association between resilience, mindfulness and mastery, and changes in snacking and food group consumption related to the COVID-19 lockdown period (NutriNet-Santé study, 2016-2020).
| Resilience (BRS) (N = 25,965) |
Mindfulness (FFMQ) (N = 29,179) |
Mastery (PMS) (N = 17,058) |
||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model 1a |
Model 2b |
Model 1a |
Model 2b |
Model 1a |
Model 2b |
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| OR (95% CI) | P valuec | OR (95% CI) | P valuec | OR (95% CI) | P valuec | OR (95% CI) | P valuec | OR (95% CI) | P valuec | OR (95% CI) | P valuec | |||||
| Snacking | Increased | 0.80 (0.76, 0.84) | <.0001 | 0.86 (0.82, 0.91) | <.0001 | 0.67 (0.62, 0.72) | <.0001 | 0.73 (0.68, 0.79) | <.0001 | 0.91 (0.88, 0.94) | <.0001 | 0.95 (0.91, 0.98) | 0.0057 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.89 (0.83, 0.95) | 0.0003 | 0.92 (0.86, 0.98) | 0.0093 | 0.81 (0.73, 0.89) | <.0001 | 0.84 (0.76, 0.93) | 0.0005 | 0.93 (0.89, 0.98) | 0.0039 | 0.95 (0.9, 1.0) | 0.0410 | ||||
| Bread, whole-graind | Increased | 0.87 (0.82, 0.93) | <.0001 | 0.89 (0.83, 0.95) | 0.0009 | 0.83 (0.75, 0.92) | 0.0003 | 0.85 (0.77, 0.94) | 0.0022 | 0.94 (0.9, 0.99) | 0.025 | 0.95 (0.91, 1.0) | 0.060 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.90 (0.84, 0.96) | 0.0009 | 0.95 (0.89, 1.01) | 0.11 | 0.96 (0.87, 1.06) | 0.42 | 1.03 (0.94, 1.13) | 0.54 | 0.92 (0.88, 0.97) | 0.0006 | 0.94 (0.9, 0.99) | 0.011 | ||||
| Pasta, rice, whole-grain | Increased | 0.86 (0.80, 0.93) | 0.0002 | 0.91 (0.84, 0.99) | 0.022 | 0.74 (0.66, 0.84) | <.0001 | 0.80 (0.70, 0.90) | 0.0002 | 0.95 (0.89, 1.00) | 0.065 | 0.98 (0.92, 1.04) | 0.43 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.97 (0.88, 1.06) | 0.45 | 1.02 (0.93, 1.12) | 0.71 | 0.90 (0.78, 1.03) | 0.11 | 0.95 (0.83, 1.09) | 0.46 | 1.02 (0.96, 1.09) | 0.48 | 1.05 (0.98, 1.13) | 0.19 | ||||
| Fruit, fresh | Increased | 0.98 (0.92, 1.03) | 0.43 | 1.00 (0.95, 1.06) | 0.93 | 0.98 (0.90, 1.07) | 0.67 | 1.02 (0.93, 1.11) | 0.73 | 1.00 (0.96, 1.04) | 0.88 | 1.01 (0.97, 1.06) | 0.63 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.81 (0.77, 0.85) | <.0001 | 0.86 (0.82, 0.90) | <.0001 | 0.77 (0.72, 0.83) | <.0001 | 0.85 (0.79, 0.92) | <.0001 | 0.87 (0.84, 0.90) | <.0001 | 0.90 (0.86, 0.93) | <.0001 | ||||
| Vegetables, fresh | Increased | 1.00 (0.95, 1.06) | 0.92 | 1.01 (0.95, 1.07) | 0.82 | 0.97 (0.89, 1.05) | 0.49 | 0.98 (0.9, 1.07) | 0.68 | 1.03 (0.99, 1.07) | 0.17 | 1.03 (0.99, 1.08) | 0.13 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.78 (0.74, 0.82) | <.0001 | 0.84 (0.80, 0.88) | <.0001 | 0.76 (0.71, 0.82) | <.0001 | 0.84 (0.78, 0.91) | <.0001 | 0.86 (0.83, 0.90) | <.0001 | 0.90 (0.87, 0.93) | <.0001 | ||||
| Legumes | Increased | 0.88 (0.83, 0.92) | <.0001 | 0.89 (0.84, 0.94) | <.0001 | 1.04 (0.96, 1.13) | 0.38 | 1.08 (0.99, 1.17) | 0.070 | 0.98 (0.94, 1.02) | 0.22 | 0.99 (0.95, 1.03) | 0.48 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.91 (0.82, 1.02) | 0.10 | 0.98 (0.87, 1.09) | 0.68 | 0.91 (0.77, 1.08) | 0.30 | 1.01 (0.85, 1.19) | 0.95 | 0.91 (0.84, 0.99) | 0.021 | 0.94 (0.87, 1.02) | 0.13 | ||||
| Fish or shellfish, fresh | Increased | 1.03 (0.94, 1.12) | 0.58 | 1.05 (0.95, 1.15) | 0.33 | 0.97 (0.84, 1.11) | 0.63 | 1.00 (0.87, 1.14) | 0.96 | 1.00 (0.94, 1.07) | 0.90 | 1.02 (0.95, 1.09) | 0.59 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.86 (0.83, 0.90) | <.0001 | 0.89 (0.86, 0.93) | <.0001 | 0.93 (0.87, 0.99) | 0.017 | 0.98 (0.92, 1.04) | 0.47 | 0.95 (0.93, 0.98) | 0.0031 | 0.98 (0.95, 1.01) | 0.11 | ||||
| Red meat, fresh | Increased | 0.92 (0.84, 1.00) | 0.051 | 0.95 (0.87, 1.04) | 0.24 | 0.77 (0.67, 0.88) | <.0001 | 0.81 (0.71, 0.92) | 0.0018 | 0.96 (0.90, 1.02) | 0.16 | 0.98 (0.92, 1.05) | 0.53 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.87 (0.83, 0.91) | <.0001 | 0.90 (0.86, 0.95) | <.0001 | 0.88 (0.82, 0.95) | 0.0005 | 0.93 (0.87, 1.00) | 0.061 | 0.94 (0.91, 0.97) | 0.0005 | 0.96 (0.93, 0.99) | 0.021 | ||||
| Processed meat | Increased | 0.88 (0.82, 0.95) | 0.0008 | 0.94 (0.87, 1.01) | 0.087 | 0.75 (0.67, 0.84) | <.0001 | 0.83 (0.75, 0.93) | 0.0017 | 0.92 (0.87, 0.97) | 0.0027 | 0.96 (0.91, 1.01) | 0.14 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.95 (0.9, 1.00) | 0.059 | 0.98 (0.92, 1.04) | 0.44 | 1.05 (0.97, 1.15) | 0.22 | 1.09 (1.00, 1.19) | 0.045 | 0.99 (0.95, 1.03) | 0.70 | 1.01 (0.97, 1.05) | 0.67 | ||||
| Sandwich, pizzas, savoury pies | Increased | 0.81 (0.74, 0.88) | <.0001 | 0.87 (0.80, 0.95) | 0.0018 | 0.74 (0.65, 0.85) | <.0001 | 0.83 (0.72, 0.95) | 0.0055 | 0.89 (0.84, 0.95) | 0.0005 | 0.93 (0.87, 0.99) | 0.027 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.93 (0.88, 0.98) | 0.010 | 0.95 (0.90, 1.01) | 0.091 | 0.95 (0.88, 1.04) | 0.27 | 0.99 (0.91, 1.08) | 0.79 | 0.95 (0.91, 0.99) | 0.0078 | 0.96 (0.92, 1.00) | 0.059 | ||||
| Yoghurt, cottage cheese | Increased | 0.87 (0.81, 0.92) | <.0001 | 0.91 (0.85, 0.97) | 0.0039 | 0.85 (0.77, 0.94) | 0.0011 | 0.92 (0.83, 1.02) | 0.098 | 0.98 (0.93, 1.03) | 0.40 | 1.01 (0.96, 1.06) | 0.66 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.84 (0.78, 0.91) | <.0001 | 0.89 (0.83, 0.97) | 0.0056 | 0.86 (0.77, 0.97) | 0.014 | 0.95 (0.84, 1.07) | 0.42 | 0.89 (0.84, 0.94) | <.0001 | 0.92 (0.87, 0.97) | 0.0046 | ||||
| Sweets, chocolate | Increased | 0.82 (0.78, 0.86) | <.0001 | 0.87 (0.82, 0.91) | <.0001 | 0.75 (0.69, 0.80) | <.0001 | 0.81 (0.75, 0.87) | <.0001 | 0.96 (0.93, 1.00) | 0.056 | 1.00 (0.96, 1.03) | 0.82 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.90 (0.84, 0.96) | 0.0016 | 0.93 (0.87, 1.00) | 0.037 | 0.94 (0.85, 1.04) | 0.25 | 0.98 (0.89, 1.09) | 0.76 | 0.94 (0.90, 0.99) | 0.017 | 0.95 (0.91, 1.00) | 0.059 | ||||
| Biscuits, cakes | Increased | 0.80 (0.76, 0.84) | <.0001 | 0.84 (0.80, 0.89) | <.0001 | 0.70 (0.64, 0.75) | <.0001 | 0.75 (0.69, 0.81) | <.0001 | 0.95 (0.92, 0.99) | 0.0063 | 0.98 (0.95, 1.02) | 0.42 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.85 (0.80, 0.91) | <.0001 | 0.87 (0.82, 0.93) | <.0001 | 0.95 (0.87, 1.05) | 0.33 | 0.99 (0.90, 1.09) | 0.80 | 0.94 (0.90, 0.99) | 0.012 | 0.95 (0.91, 1.00) | 0.044 | ||||
| Butter | Increased | 0.91 (0.85, 0.98) | 0.014 | 0.97 (0.90, 1.04) | 0.35 | 0.78 (0.7, 0.86) | <.0001 | 0.85 (0.76, 0.94) | 0.0025 | 0.94 (0.89, 0.99) | 0.013 | 0.97 (0.92, 1.02) | 0.22 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.87 (0.79, 0.96) | 0.0048 | 0.91 (0.82, 1.01) | 0.065 | 1.14 (0.98, 1.32) | 0.081 | 1.23 (1.06, 1.43) | 0.0068 | 0.93 (0.86, 1.00) | 0.044 | 0.96 (0.89, 1.03) | 0.24 | ||||
| Sugar, honey, marmalade | Increased | 0.83 (0.77, 0.89) | <.0001 | 0.89 (0.82, 0.96) | 0.0022 | 0.73 (0.65, 0.82) | <.0001 | 0.81 (0.72, 0.91) | 0.0004 | 0.94 (0.89, 1.00) | 0.039 | 0.98 (0.93, 1.04) | 0.58 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 1.00 (0.92, 1.09) | 0.96 | 1.03 (0.94, 1.12) | 0.5700 | 1.25 (1.09, 1.43) | 0.0010 | 1.31 (1.14, 1.50) | <.0001 | 0.99 (0.93, 1.05) | 0.72 | 1.00 (0.93, 1.07) | 0.94 | ||||
| Sugary drinks, sodas | Increased | 0.84 (0.74, 0.95) | 0.0070 | 0.92 (0.81, 1.05) | 0.21 | 0.62 (0.51, 0.76) | <.0001 | 0.71 (0.58, 0.88) | 0.0016 | 0.94 (0.85, 1.04) | 0.25 | 0.99 (0.90, 1.10) | 0.92 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 0.93 (0.84, 1.04) | 0.23 | 1.00 (0.89, 1.12) | 0.98 | 0.97 (0.82, 1.15) | 0.72 | 1.05 (0.88, 1.25) | 0.61 | 1.00 (0.92, 1.09) | 0.91 | 1.03 (0.95, 1.13) | 0.49 | ||||
| Alcoholic drinks | Increased | 0.87 (0.82, 0.92) | <.0001 | 0.91 (0.86, 0.97) | 0.0035 | 0.79 (0.72, 0.86) | <.0001 | 0.85 (0.78, 0.93) | 0.0004 | 0.94 (0.90, 0.98) | 0.0053 | 0.97 (0.92, 1.01) | 0.16 | |||
| No change | Ref | Ref | Ref | Ref | Ref | Ref | ||||||||||
| Decreased | 1.01 (0.95, 1.07) | 0.81 | 1.03 (0.97, 1.10) | 0.31 | 1.04 (0.94, 1.14) | 0.47 | 1.08 (0.98, 1.19) | 0.11 | 0.96 (0.92, 1.01) | 0.14 | 0.98 (0.93, 1.03) | 0.35 | ||||
Abbreviations: BRS, Brief Resilience Scale; FFMQ, Five Facets Mindfulness Questionnaire; N, number of participants; PMS, Pearlin Mastery Scale
Model 1: Adjusted for age, gender, educational level, occupational status, professional activity during lockdown, monthly household income, presence of children or grandchildren <18 y during the lockdown, smoking status, physical activity, body mass index and dietary energy intake.
Model 2: Model 1 + general anxiety disorders and depressive symptoms.
P value based on multinomial logistic regression with psychological characteristics as continuous independent variables.
For each food group, participants who did not consume the food group of interest were excluded from the analyses.