| Literature DB >> 35327265 |
Elly Mertens1, Diana Sagastume1, Tamara Sorić2, Ivona Brodić3, Ivan Dolanc4, Antonija Jonjić4, Eva Anđela Delale5, Mladen Mavar2, Saša Missoni5, Miran Čoklo4, José L Peñalvo1.
Abstract
To investigate the main motives driving dietary intake changes potentially introduced by preventive measures to address the pandemic, an online survey, using a 36-item Food Choice Questionnaire applied for the period before (the year 2019) and during (2020-2021) the pandemic, was distributed between July and October 2021 among adult residents from Belgium. A total of 427 eligible respondents, the majority Dutch-speaking, were included for analyses. The importance of nine motives for food choices, including health, mood, convenience, sensory appeal, natural content, price, weight control, familiarity and ethical concerns, was assessed by scoring from 1 to 5, and comparing mean scores from the during period with the before period. Sensory appeal was the most important food choice motive before (mean score of 4.02 ± 0.51) and during (3.98 ± 0.48) the pandemic. Convenience and health also ranked among the main motives, with health observed to become more important during the pandemic (3.69 ± 0.60 during vs. 3.64 ± 0.59 before). Additionally, mean scores of mood (3.41 ± 0.71 vs. 3.32 ± 0.58), natural content (3.35 ± 0.84 vs. 3.26 ± 0.85) and weight control (3.33 ± 0.79 vs. 3.25 ± 0.76) were significantly higher during as compared to before. The extent of change in the level of importance for natural content was smaller with increasing age, and for health larger for urban areas, but for other motives there were no significant differences across population subgroups. Changes in the level of importance were observed in both directions, while a moderate share of respondents declared no change, suggesting some persistence of food choice motives. Further activities within public health monitoring should be considered to fully understand the COVID-19 implications on food choice motives together with people's food behaviors and consumption.Entities:
Keywords: Belgium; COVID-19 pandemic; Food Choice Questionnaire; convenience; food choice motives; health; sensory appeal
Year: 2022 PMID: 35327265 PMCID: PMC8953564 DOI: 10.3390/foods11060842
Source DB: PubMed Journal: Foods ISSN: 2304-8158
General participants’ characteristics, for the total sample and according to sex 1.
| Overall | Males | Females | |
|---|---|---|---|
| Socio-demographic characteristics | |||
| Age (years), mean (SD) | 41.2 (14.5) | 44.5 (15.1) | 40.0 (14.2) |
| Highest educational qualification, | |||
| ≤Secondary school | 79 (18.5) | 32 (28.8) | 47 (15.0) |
| Bachelor’s degree | 152 (35.6) | 30 (27.0) | 121 (38.5) |
| Master’s degree | 161 (37.7) | 40 (36.0) | 120 (38.2) |
| Doctorate degree | 35 (8.2) | 9 (8.1) | 26 (8.3) |
| Employment status, | |||
| Employed, full/part-time | 327 (76.6) | 84 (75.7) | 242 (77.1) |
| Student | 50 (11.7) | 10 (9.0) | 39 (12.4) |
| Retired | 36 (8.4) | 14 (12.6) | 22 (7.0) |
| Unemployed | 14 (3.3) | 3 (2.7) | 11 (3.5) |
| Working in or being closely related to the healthcare system, | 161 (37.7) | 24 (21.6) | 136 (43.3) |
| Missing | 75 (17.6) | 18 (16.2) | 56 (17.8) |
| Monthly net income, | |||
| ≤minimum | 72 (16.9) | 14 (12.6) | 57 (18.2) |
| Minimum-average | 288 (67.4) | 74 (66.7) | 213 (67.8) |
| ≥average | 41 (9.6) | 19 (17.1) | 22 (7.0) |
| No independent income | 26 (6.1) | 4 (3.6) | 22 (7.0) |
| Marital status, | |||
| Unmarried | 151 (35.4) | 36 (32.4) | 115 (36.6) |
| Married/cohabitation | 246 (57.6) | 70 (63.1) | 175 (55.7) |
| Divorced/separated | 24 (5.6) | 5 (4.5) | 18 (5.7) |
| Widowed | 6 (1.4) | 0 (0) | 6 (1.9) |
| Residential area, | |||
| Urban area (city) | 258 (60.4) | 61 (55.0) | 195 (62.1) |
| Semirural area (countryside) | 169 (39.6) | 50 (45.0) | 119 (37.9) |
| Anthropometrics | |||
| Body weight (kg), mean (SD) | 70.6 (14.4) | 80.5 (15.2) | 67.0 (12.3) |
| Missing, | 9 (2.1) | 1 (0.9) | 8 (2.5) |
| Height (cm), mean (SD) | 171 (8.24) | 179 (6.45) | 168 (6.65) |
| BMI (kg/m2), mean (SD) | 24.1 (4.13) | 25.1 (4.39) | 23.8 (3.99) |
| Missing, | 9 (2.1) | 1 (0.9) | 8 (2.5) |
| Underweight (<8.5), | 11 (2.6) | 0 (0) | 11 (3.5) |
| Normal weight (18.5–24.9), | 264 (61.8) | 61 (55.0) | 201 (64.0) |
| Overweight (25–29.9), | 106 (24.8) | 35 (31.5) | 71 (22.6) |
| Obese (≥30), | 37 (8.7) | 14 (12.6) | 23 (7.3) |
| Information on COVID-19 | |||
| COVID-19 infection, | 56 (13.1) | 16 (14.4) | 40 (12.7) |
| Method used for virus infection confirmation in those who tested positive, | |||
| By PCR test | 39 (9.1) | 9 (8.1) | 30 (9.6) |
| By rapid antigen test | 1 (0.2) | 1 (0.9) | 0 (0) |
| By serology test | 3 (0.7) | 2 (1.8) | 1 (0.3) |
| Not confirmed by any of the above-mentioned methods | 13 (3.0) | 4 (3.6) | 9 (2.9) |
| Confirmed COVID-19 infection in household members, | 66 (15.5) | 21 (18.9) | 45 (14.3) |
| Self-isolation due to COVID-19 preventive measures, | 191 (44.7) | 53 (47.7) | 137 (43.6) |
| COVID-19 vaccination, | |||
| Yes, fully vaccinated | 331 (77.5) | 85 (76.6) | 244 (77.7) |
| Partly | 78 (18.3) | 23 (20.7) | 55 (17.5) |
| No | 18 (4.2) | 3 (2.7) | 15 (4.8) |
1 2 (0.5%) participants reported sex as X; 2 minimum net salary was set to 1500 euros and average net salary to 3550 euros. Source: Author’s elaboration of data from the online-based survey.
Food choice motives before and during the COVID-19 pandemic for the study population, and stratified by sex (n = 427) 1,2.
| Before | During | Difference | Pvalue 3 | Increased | Unchanged | Decreased | |
|---|---|---|---|---|---|---|---|
| Total ( | |||||||
| Sensory appeal | 4.02 (0.51) | 3.98 (0.48) | −0.03 (0.34) | 0.039 | 115 (26.9%) | 155 (36.3%) | 157 (36.8%) |
| Convenience | 3.65 (0.61) | 3.66 (0.69) | 0.01 (0.49) | 0.540 | 153 (35.8%) | 136 (31.9%) | 138 (32.3%) |
| Health | 3.64 (0.59) | 3.69 (0.60) | 0.05 (0.33) | 0.003 * | 158 (37.0%) | 142 (33.3%) | 127 (29.7%) |
| Price | 3.44 (0.67) | 3.46 (0.73) | 0.02 (0.44) | 0.380 | 140 (32.8%) | 169 (39.6%) | 118 (27.6%) |
| Mood | 3.32 (0.58) | 3.41 (0.71) | 0.10 (0.43) | <0.001 * | 185 (43.3%) | 110 (25.8%) | 132 (30.9%) |
| Natural content | 3.26 (0.85) | 3.35 (0.84) | 0.09 (0.47) | <0.001 * | 148 (34.7%) | 181 (42.4%) | 98 (23.0%) |
| Weight control | 3.25 (0.76) | 3.33 (0.79) | 0.08 (0.50) | <0.001 * | 156 (36.5%) | 180 (42.2%) | 91 (21.3%) |
| Ethical concerns | 3.18 (0.85) | 3.22 (0.87) | 0.04 (0.44) | 0.041 | 116 (27.2%) | 219 (51.3%) | 92 (21.5%) |
| Familiarity | 2.91 (0.74) | 2.91 (0.81) | 0.00 (0.52) | 0.876 | 129 (30.2%) | 165 (38.6%) | 133 (31.1%) |
| Men ( | |||||||
| Sensory appeal | 3.86 (0.50) | 3.83 (0.46) | −0.04 (0.33) | 0.250 | 24 (21.6%) | 48 (43.2%) | 39 (35.1%) |
| Convenience | 3.53 (0.63) | 3.57 (0.71) | 0.04 (0.48) | 0.406 | 40 (36.0%) | 37 (33.3%) | 34 (30.6%) |
| Health | 3.44 (0.61) | 3.48 (0.62) | 0.04 (0.31) | 0.174 | 39 (35.1%) | 38 (34.2%) | 34 (30.6%) |
| Price | 3.35 (0.62) | 3.43 (0.67) | 0.07 (0.46) | 0.101 | 41 (36.9%) | 43 (38.7%) | 27 (24.3%) |
| Mood | 3.29 (0.63) | 3.35 (0.73) | 0.06 (0.41) | 0.149 | 45 (40.5%) | 25 (22.5%) | 41 (36.9%) |
| Natural content | 3.21 (0.94) | 3.30 (0.91) | 0.08 (0.49) | 0.073 | 38 (34.2%) | 49 (44.1%) | 24 (21.6%) |
| Weight control | 3.13 (0.83) | 3.25 (0.84) | 0.12 (0.54) | 0.024 | 46 (41.4%) | 42 (37.8%) | 23 (20.7%) |
| Ethical concerns | 3.08 (0.88) | 3.14 (0.96) | 0.05 (0.47) | 0.224 | 36 (32.4%) | 47 (42.3%) | 28 (25.2%) |
| Familiarity | 3.16 (0.70) | 3.08 (0.77) | −0.07 (0.46) | 0.103 | 25 (22.5%) | 47 (42.3%) | 39 (35.1%) |
| Women ( | |||||||
| Sensory appeal | 4.07 (0.50) | 4.04 (0.48) | −0.03 (0.35) | 0.103 | 91 (29.0%) | 107 (34.1%) | 116 (36.9%) |
| Convenience | 3.69 (0.60) | 3.69 (0.69) | 0.00 (0.49) | 0.909 | 111 (35.4%) | 99 (31.5%) | 104 (33.1%) |
| Health | 3.71 (0.56) | 3.76 (0.57) | 0.05 (0.33) | 0.009 | 118 (37.6%) | 103 (32.8%) | 93 (29.6%) |
| Price | 3.48 (0.68) | 3.48 (0.75) | 0.00 (0.43) | 0.966 | 99 (31.5%) | 125 (39.8%) | 90 (28.7%) |
| Mood | 3.33 (0.56) | 3.44 (0.70) | 0.11 (0.44) | <0.001 * | 139 (44.3%) | 85 (27.1%) | 90 (28.7%) |
| Natural content | 3.27 (0.82) | 3.37 (0.82) | 0.09 (0.47) | <0.001 * | 110 (35.0%) | 131 (41.7%) | 73 (23.2%) |
| Weight control | 3.30 (0.73) | 3.36 (0.76) | 0.07 (0.49) | 0.014 | 109 (34.7%) | 137 (43.6%) | 68 (21.7%) |
| Ethical concerns | 3.21 (0.84) | 3.25 (0.84) | 0.04 (0.43) | 0.083 | 80 (25.5%) | 171 (54.5%) | 63 (20.1%) |
| Familiarity | 2.83 (0.72) | 2.85 (0.82) | 0.01 (0.53) | 0.618 | 103 (32.8%) | 117 (37.3%) | 94 (29.9%) |
1 Cronbach’s alpha, a measure of internal consistency, for the food choice motives before: Health 0.81; Mood 0.72; Convenience 0.75; Sensory appeal 0.66; Natural content 0.86; Price 0.72; Weight control 0.78; Familiarity 0.64; Ethical concerns 0.75, during: Health 0.83; Mood 0.85; Convenience 0.83; Sensory appeal 0.70; Natural content 0.88; Price 0.76; Weight control 0.82; Familiarity 0.74; Ethical concerns 0.81. 2 Score range from 1 to 5. 3 Paired t-test using a Bonferroni corrected alpha level of 0.006 with an asterisks (*) to indicate the statistical significant differences. Source: Author’s elaboration of data from the online-based survey.
Exploratory linear mixed model analysis of participants’ characteristics and food choice motives 1.
| Sensory Appeal | Convenience | Health | Price | Mood | Natural Content | Weight Control | Ethical Concerns | Familiarity | |
|---|---|---|---|---|---|---|---|---|---|
| Time, | −0.08 | 0.04 | 0.05 | 0.18 | 0.17 | 0.34 * | 0.20 | 0.09 | 0.12 |
| (−0.23; 0.06) | (−0.17; 0.26) | (−0.09; 0.19) | (−0.01; 0.36) | (−0.02; 0.35) | (0.14; 0.54) | (−0.01; 0.42) | (−0.10; 0.28) | (−0.10; 0.34) | |
| Sex, | 0.21 * | 0.15 | 0.29 * | 0.10 | 0.03 | 0.11 | 0.20 | 0.19 | −0.34 * |
| (0.10; 0.31) | (0.00; 0.29) | (0.16; 0.41) | (−0.05; 0.26) | (−0.11; 0.17) | (−0.07; 0.29) | (0.03; 0.38) | (0.00; 0.37) | (−0.50; −0.17) | |
| Age, | −0.03 | −0.05 | 0.06 | −0.09 * | −0.06 | 0.19 * | 0.08 | 0.19 * | −0.08 * |
| (−0.07; 0.00) | (−0.10; −0.01) | (0.02; 0.10) | (−0.14; −0.04) | (−0.10; −0.01) | (0.13; 0.25) | (0.02; 0.13) | (0.12; 0.25) | (−0.14; −0.03) | |
| Residential area, urban vs. semirural | 0.00 | −0.03 | −0.01 | −0.03 | 0.05 | 0.15 | −0.01 | 0.26 * | −0.13 |
| (−0.10; 0.09) | (−0.16; 0.09) | (−0.13; 0.10) | (−0.16; 0.11) | (−0.07; 0.18) | (−0.01; 0.31) | (−0.17; 0.14) | (0.10; 0.42) | (−0.28; 0.02) | |
| BMI status, | 0.13 | 0.04 | −0.13 | 0.17 | 0.19 * | −0.11 | 0.00 | −0.05 | 0.12 |
| (0.03; 0.23) | (−0.10; 0.17) | (−0.25; −0.01) | (0.03; 0.31) | (0.06; 0.32) | (−0.28; 0.06) | (−0.16; 0.16) | (−0.22; 0.12) | (−0.03; 0.28) | |
| COVID−19 infection, yes vs. no | 0.21 * | 0.13 | 0.14 | 0.14 | 0.05 | −0.01 | 0.16 | −0.06 | −0.01 |
| (0.06; 0.35) | (−0.06; 0.33) | (−0.03; 0.32) | (−0.06; 0.35) | (−0.15; 0.24) | (−0.26; 0.24) | (−0.07; 0.40) | (−0.31; 0.19) | (−0.24; 0.22) | |
| Self-isolation, | −0.06 | −0.02 | −0.01 | 0.06 | 0.11 | 0.11 | 0.01 | 0.05 | 0.09 |
| (−0.17; 0.04) | (−0.16; 0.12) | (−0.14; 0.11) | (−0.09; 0.21) | (−0.03; 0.25) | (−0.07; 0.29) | (−0.16; 0.18) | (−0.13; 0.23) | (−0.08; 0.25) | |
| Time ∗ Sex | 0.01 | −0.03 | 0.00 | −0.09 | 0.03 | −0.01 | −0.06 | −0.04 | 0.08 |
| (−0.06; 0.09) | (−0.14; 0.08) | (−0.08; 0.07) | (−0.18; 0.01) | (−0.07; 0.13) | (−0.11; 0.09) | (−0.17; 0.05) | (−0.13; 0.06) | (−0.04; 0.19) | |
| Time ∗ Age | 0.01 | −0.01 | −0.01 | −0.03 | −0.03 | −0.06 * | −0.03 | −0.03 | −0.04 |
| (−0.01; 0.04) | (−0.04; 0.03) | (−0.04; 0.01) | (−0.06; 0.00) | (−0.06; 0.00) | (−0.10; −0.03) | (−0.06; 0.01) | (−0.06; 0.00) | (−0.08; 0.00) | |
| Time ∗ Residential area | −0.02 | 0.00 | 0.10 * | 0.00 | 0.08 | 0.04 | 0.05 | 0.10 | −0.07 |
| (−0.09; 0.05) | (−0.10; 0.09) | (0.03; 0.16) | (−0.09; 0.09) | (0.00; 0.17) | (−0.05; 0.14) | (−0.04; 0.15) | (0.01; 0.18) | (−0.17; 0.03) | |
| Time ∗ BMI status | −0.01 | 0.08 | 0.02 | −0.01 | −0.04 | 0.02 | 0.08 | 0.04 | 0.05 |
| (−0.08; 0.06) | (−0.02; 0.18) | (−0.05; 0.09) | (−0.10; 0.08) | (−0.14; 0.05) | (−0.08; 0.11) | (−0.02; 0.19) | (−0.05; 0.13) | (−0.06; 0.15) | |
| Time ∗ COVID-19 infection | −0.04 | −0.13 | −0.08 | 0.02 | −0.03 | 0.08 | −0.05 | −0.05 | 0.05 |
| (−0.15; 0.06) | (−0.28; 0.02) | (−0.18; 0.02) | (−0.11; 0.16) | (−0.16; 0.10) | (−0.07; 0.22) | (−0.20; 0.11) | (−0.19; 0.08) | (−0.10; 0.21) | |
| Time ∗ Self-isolation | 0.02 | 0.04 | 0.01 | 0.04 | 0.02 | −0.06 | −0.04 | 0.06 | −0.02 |
| (−0.06; 0.09) | (−0.07; 0.15) | (−0.07; 0.08) | (−0.06; 0.14) | (−0.08; 0.11) | (−0.16; 0.04) | (−0.15; 0.07) | (−0.03; 0.16) | (−0.13; 0.09) |
1 beta regression coefficients and corresponding 95% confidence intervals of the multi-variate adjusted model in 416 respondents with complete reliable data. * p-value ≤ 0.006. Source: Author’s elaboration of data from the online-based survey.