| Literature DB >> 34924696 |
Lara Agnoli1, Steve Charters1,2.
Abstract
The onset of Covid-19 has been the most evident global crisis of the current decade so far. This study explores the difference between professionals in the drinks industry and non-professional wine lovers and the impact on their consumption behaviour of wine and other alcoholic beverages in the early stages of the pandemic, particularly in the context of anxiety. A survey by questionnaire was administered worldwide from the end of March to the end of June 2020 to test four research hypotheses. Results are relevant for the alcoholic beverage industry and public policy. They highlight a higher incidence of unchanged alcohol consumption among non-professionals. They also reveal similarities and differences in changes in consumption behaviour and trends among the two cohorts. Anxiety has an impact on the wine consumption of professionals, and on beer consumption of non-professionals, where the gender and age of respondents are also relevant. The findings of a short qualitative data-collection process enrich our understanding of the results.Entities:
Keywords: Alcoholic beverages; Anxiety; COVID-19; High-involvement consumers; Non-professionals; Professionals; Wine consumption
Year: 2021 PMID: 34924696 PMCID: PMC8669912 DOI: 10.1016/j.foodqual.2021.104489
Source DB: PubMed Journal: Food Qual Prefer ISSN: 0950-3293 Impact factor: 5.565
Socio-demographic characteristics of the sample (n = 575).
| Full sample (n = 575) | Wine professionals (n = 264) | Non-professionals (n = 311) | ||||
|---|---|---|---|---|---|---|
| n | % | n | % | n | % | |
| Gender | ||||||
| Male | 275 | 48.6 | 157 | 60.2 | 118 | 38.7 |
| Female | 291 | 51.4 | 104 | 39.9 | 187 | 61.3 |
| Age classes | ||||||
| <30 years old | 41 | 7.1 | 5 | 1.6 | 36 | 11.6 |
| 30–39 | 79 | 13.7 | 33 | 10.6 | 46 | 14.8 |
| 40–49 | 138 | 24.0 | 80 | 25.7 | 58 | 18.6 |
| 50–59 | 158 | 27.5 | 74 | 23.8 | 84 | 27.0 |
| 60 years plus | 139 | 24.2 | 64 | 20.6 | 75 | 24.1 |
| Residence | ||||||
| British | 203 | 35.3 | 82 | 31.6 | 92 | 29.6 |
| European | 113 | 19.7 | 43 | 16.3 | 93 | 29.9 |
| North American | 77 | 13.4 | 41 | 15.5 | 36 | 11.6 |
| Australian | 88 | 15.3 | 34 | 12.9 | 52 | 16.2 |
| Other | 106 | 18.4 | 64 | 24.2 | 39 | 12.5 |
| Wine knowledgeable | ||||||
| 1 (not at all) | 14 | 2.4 | 0 | 0.0 | 14 | 4.5 |
| 2 | 22 | 3.8 | 0 | 0.0 | 22 | 7.1 |
| 3 | 42 | 7.3 | 1 | 0.4 | 41 | 13.2 |
| 4 | 70 | 12.2 | 8 | 3.0 | 62 | 19.9 |
| 5 | 89 | 15.5 | 16 | 6.1 | 73 | 23.5 |
| 6 | 96 | 16.7 | 41 | 15.5 | 55 | 17.7 |
| 7 (very much) | 242 | 42.1 | 198 | 75.0 | 44 | 14.1 |
| Wine involved | ||||||
| 1 (not at all) | 4 | 0.7 | 0 | 0.0 | 4 | 1.3 |
| 2 | 9 | 1.6 | 0 | 0.0 | 9 | 2.9 |
| 3 | 14 | 2.4 | 0 | 0.0 | 14 | 4.5 |
| 4 | 45 | 7.8 | 1 | 0.4 | 44 | 14.1 |
| 5 | 54 | 9.4 | 5 | 1.9 | 49 | 15.8 |
| 6 | 73 | 12.7 | 8 | 3.0 | 65 | 20.9 |
| 7 (very much) | 367 | 65.4 | 250 | 94.7 | 126 | 40.5 |
| Anxiety | ||||||
| 1 (not at all) | 19 | 3.3 | 11 | 4.2 | 8 | 2.6 |
| 2 | 59 | 10.3 | 21 | 8.0 | 38 | 12.2 |
| 3 | 94 | 16.3 | 41 | 15.5 | 53 | 17.0 |
| 4 | 130 | 22.6 | 58 | 22.0 | 72 | 23.2 |
| 5 | 147 | 25.6 | 68 | 25.8 | 79 | 25.4 |
| 6 | 77 | 13.4 | 37 | 14.0 | 40 | 12.9 |
| 7 (very much) | 49 | 8.5 | 28 | 10.6 | 21 | 6.8 |
The ‘other’ category is composed of respondents from South Africa (68.9%), Asia (30.1%) and South America (1.0%)
Significant difference among wine knowledge of professionals (mean = 6.9; SD = 0.4) and non-professionals (mean = 5.6; SD = 1.5) (F = 336.663, p-value ≤ 0.001)
Significant difference among wine involvement of professionals (mean = 6.6; SD = 0.8) and non-professionals (mean = 4.6; SD = 1.6) (F = 184.034, p-value ≤ 0.001)
Non-significant difference among anxiety of professionals (mean = 4.4; SD = 1.6) and non-professionals (mean = 4.2; SD = 1.5) (F = 184.034, p-value = 0.128)
Wine consumption before and during the confinement, professionals and non-professionals.
| Wine professionals | Non-professionals | Chi2 | F | Sig. | |
|---|---|---|---|---|---|
| Consumption frequency | 8.7 | 7.9 | 47.675 | <0.001 | |
| Willingness to Pay (WTP) (euros) | |||||
| Have a wine cellar when ageing wines | 16.23 | 12.35 | 34.923 | <0.001 | |
| Alcohol consumption (%) | |||||
| Decreased | 12.1 | 15.4 | 1.308 | 0.253 | |
| Not changed | 37.9 | 44.7 | 2.731 | 0.098 | |
| Increased | 50.0 | 39.9 | 5.931 | 0.015 | |
| Spirits consumption (%) | |||||
| Decreased | 7.2 | 15.4 | 9.411 | 0.002 | |
| Not changed | 75.4 | 64.3 | 8.239 | 0.004 | |
| Increased | 17.4 | 20.3 | 0.746 | 0.388 | |
| Beer consumption (%) | |||||
| Decreased | 14.8 | 16.4 | 0.286 | 0.593 | |
| Not changed | 77.3 | 71.1 | 2.857 | 0.091 | |
| Increased | 8.0 | 12.5 | 3.213 | 0.073 | |
| Wine consumption (%) | |||||
| Decreased | 14.4 | 15.1 | 0.059 | 0.809 | |
| Not changed | 44.3 | 45.3 | 0.060 | 0.807 | |
| Increased | 41.3 | 39.2 | 0.252 | 0.616 | |
| Wine consumed in each occasion (%) | |||||
| Decreased | 14.8 | 16.7 | 1.562 | 0.458 | |
| Not changed | 61.4 | 62.1 | 0.029 | 0.864 | |
| Increased | 23.5 | 21.2 | 0.423 | 0.516 | |
| Wine purchase (%) | |||||
| Decreased | 23.6 | 18.3 | 2.349 | 0.125 | |
| Not changed | 41.3 | 43.4 | 0.254 | 0.614 | |
| Increased | 19.7 | 26.4 | 3.520 | 0.061 | |
| WTP for wine (%)* | |||||
| Decreased | 10.8 | 7.4 | 2.023 | 0.155 | |
| Not changed | 43.2 | 18.0 | 43.298 | <0.001 | |
| Increased | 12.7 | 9.3 | 1.702 | 0.192 | |
| Willing to consume high quality bottles of wine from the cellar (%) | 50.4 | 23.5 | 42.948 | <0.001 | |
*In some jurisdictions, respondents were unable to purchase wine at the time of completing the survey, hence the figures total <100%.
Spearman’s correlation, consumption of alcoholic beverages.
| Wine professionals | Non-professionals | |||
|---|---|---|---|---|
| Change in beer consumption during the lockdown | Change in spirits consumption during the lockdown | Change in beer consumption during the lockdown | Change in spirits consumption during the lockdown | |
| Change in wine consumption during the lockdown | 0.236*** | 0.244*** | 0.064 | 0.318*** |
| Change in beer consumption during the lockdown | 0.169*** | 0.285*** | ||
| Change in spirits consumption during the lockdown | ||||
Note: ***=p-value ≤ 0.01.
Spearman’s correlation matrix, wine consumption.
| Wine professionals | Non-professionals | |||||
|---|---|---|---|---|---|---|
| Change in wine consumption during the lockdown | Change in consumption in each occasion during the lockdown | Wine buying behaviour during the lockdown | Change in wine consumption during the lockdown | Change in consumption in each occasion during the lockdown | Wine buying behaviour during the lockdown | |
| Change in wine consumption in each occasion during the lockdown | 0.541*** | 0.514*** | ||||
| Wine buying behaviour during the lockdown | 0.386*** | 0.291*** | 0.558*** | 0.393*** | ||
| Willingness to pay for wine during the lockdown | −0.069 | 0.073 | 0.234*** | −0.004 | 0.173 | 0.077 |
Note: ***=p-value ≤ 0.01.
Multinomial logistic regression, base outcome: wine consumption not changed during confinement.
| Wine professionals | Not wine professionals | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Increase consumption of wine during the lockdown | Decrease consumption of wine during the lockdown | Increase consumption of wine during the lockdown | Decrease consumption of wine during the lockdown | |||||||||
| Coef. | SE | Coef. | SE | Coef. | SE | Coef. | SE | |||||
| Male | 0.313 | 0.992 | −1.597 | 1.359 | 0.252 | 0.850 | 0.605 | 1.117 | ||||
| Age | −0.005 | 0.044 | 0.117 | ** | 0.058 | −0.060 | * | 0.031 | −0.022 | 0.041 | ||
| British resident | 0.336 | 0.349 | 0.489 | 0.479 | 0.493 | 0.323 | 0.050 | 0.428 | ||||
| Have a wine cellar | 0.085 | 0.402 | −1.221 | ** | 0.467 | 0.680 | ** | 0.303 | −0.277 | 0.401 | ||
| Wine consumption frequency | −0.643 | *** | 0.160 | −0.175 | 0.213 | −0.156 | 0.097 | −0.016 | 0.132 | |||
| Anxiety | 0.387 | 0.445 | 1.101 | * | 0.659 | −0.001 | 0.352 | 0.313 | 0.447 | |||
| Anxiety*Male | −0.110 | 0.213 | 0.560 | * | 0.323 | −0.158 | 0.193 | −0.161 | 0.256 | |||
| Anxiety*Age | −0.004 | 0.009 | −0.032 | ** | 0.013 | 0.004 | 0.007 | −0.003 | 0.009 | |||
| Days of confinement | 0.028 | 0.016 | 0.028 | 0.023 | −0.004 | 0.010 | 0.156 | 0.013 | ||||
| Constant | 4.427 | * | 2.480 | −3.577 | 3.476 | 2.928 | * | 1.739 | −0.932 | 2.235 | ||
| Goodness of fit | ||||||||||||
| Obs. | 254 | 296 | ||||||||||
| Log-likelihood | −224.21 | −279.32 | ||||||||||
| Pseudo R2 | 0.115 | 0.065 | ||||||||||
| LR chi square | 58.3 | *** | 38.55 | *** | ||||||||
Note: *=p-value ≤ 0.1; **=p-value ≤ 0.05; ***=p-value ≤ 0.01.
Multinomial logistic regression, base outcome: beer consumption not changed during confinement.
| Wine professionals | Not wine professionals | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Increase consumption of beer during the lockdown | Decrease consumption of beer during the lockdown | Increase consumption of beer during the lockdown | Decrease consumption of beer during the lockdown | |||||||||
| Coef. | SE | Coef. | SE | Coef. | SE | Coef. | SE | |||||
| Male | −1.097 | 1.368 | 0.792 | 1.501 | 1.013 | 1.120 | −0.293 | 1.060 | ||||
| Age | −0.061 | 0.067 | −0.084 | 0.054 | −0.030 | 0.040 | −0.114 | *** | 0.038 | |||
| British resident | 0.661 | 0.537 | 0.798 | 0.422 | 0.441 | 0.396 | 0.779 | ** | 0.360 | |||
| Anxiety | −0.533 | 0.685 | −0.409 | 0.542 | −0.058 | 0.430 | −1.002 | ** | 0.403 | |||
| Anxiety*Male | 0.406 | 0.329 | 0.163 | 0.313 | −0.057 | 0.256 | 0.126 | 0.240 | ||||
| Anxiety*Age | 0.002 | 0.014 | 0.009 | 0.010 | 0.001 | 0.009 | 0.019 | ** | 0.008 | |||
| Days of confinement | −0.014 | 0.025 | 0.027 | 0.020 | 0.022 | 0.014 | 0.028 | ** | 0.013 | |||
| Constant | 2.221 | 3.180 | 0.534 | 2.866 | −1.194 | 2.004 | 3.164 | * | 1.799 | |||
| Goodness of fit | ||||||||||||
| Obs. | 254 | 296 | ||||||||||
| Log-likelihood | −162.754 | −217.255 | ||||||||||
| Pseudo R2 | 0.084 | 0.072 | ||||||||||
| LR chi square | 29.90 | *** | 33.87 | *** | ||||||||
Note: *=p-value ≤ 0.1; **=p-value ≤ 0.05; ***=p-value ≤ 0.01.
Multinomial logistic regression, base outcome: spirits consumption not changed during confinement.
| Wine professionals | Not wine professionals | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Increase consumption of spirits during the lockdown | Decrease consumption of spirits during the lockdown | Increase consumption of spirits during the lockdown. | Decrease consumption of spirits during the lockdown | ||||||
| Coef. | SE | Coef. | SE | Coef. | SE | Coef | SE | ||
| Male | −0.326 | 1.151 | −0.827 | 1.650 | 0.374 | 0.935 | 0.352 | 1.088 | |
| Age | 0.001 | 0.056 | −0.020 | 0.069 | −0.013 | 0.035 | −0.084** | 0.040 | |
| British resident | 0.090 | 0.412 | 0.318 | 0.563 | −0.181 | 0.331 | −0.353 | 0.415 | |
| Anxiety | 0.571 | 0.551 | −0.145 | 0.719 | −0.358 | 0.395 | −0.357 | 0.395 | |
| Anxiety*Male | 0.146 | 0.240 | 0.461 | 0.389 | 0.011 | 0.249 | 0.011 | 0.249 | |
| Anxiety*Age | −0.011 | 0.012 | −0.004 | 0.014 | 0.001 | 0.008 | 0.007 | 0.009 | |
| Days of confinement | 0.008 | 0.018 | 0.007 | 0.026 | 0.018 | 0.013 | 0.018 | 0.013 | |
| Constant | −2.033 | 2.742 | −0.864 | 3.463 | 2.066 | 1.831 | 2.006 | 1.831 | |
| Goodness of fit | |||||||||
| Obs. | 254 | 296 | |||||||
| Log-likelihood | −171.794 | −248.908 | |||||||
| Pseudo R2 | 0.050 | 0.058 | |||||||
| LR chi square | 18.11 | 30.59 | *** | ||||||
Note: * = p-value ≤ 0.1; ** = p-value ≤ 0.05; *** = p-value ≤ 0.01.
Anxiety and socio-demographic characteristics/attitudes of respondents.
| Total sample | Wine professionals | Non-professionals | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Correlation | F | Sig. | Average | Correlation | F | Sig. | Average | Correlation | F | Sig. | Average | |
| Days of confinements | −0.067 | 0.109 | −0.087 | 0.159 | −0.018 | 0.756 | ||||||
| Wine involvement | 0.107 | 0.010 | −0.036 | 0.560 | 0.188 | 0.001 | ||||||
| Wine knowledge | 0.105 | 0.012 | −0.008 | 0.690 | 0.164 | 0.004 | ||||||
| Age | 0.074 | 0.080 | 0.102 | 0.104 | 0.043 | 0.454 | ||||||
| Gender | 3.847 | 0.050 | 0.864 | 0.35 | 5.583 | 0.02 | ||||||
| Male | 4.2 | 4.4 | 4.0 | |||||||||
| Female | 4.5 | 4.5 | 4.4 | |||||||||
| Wine professionals | Non-professionals | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| British | European | North American | Australian | Other | Chi2 | Sig. | British | European | North American | Australian | Other | Chi2 | Sig. | |
| Wine consumption (%) | 4.500 | 0.809 | 9.186 | 0.327 | ||||||||||
| Decreased | 14.6 | 18.6 | 12.2 | 5.9 | 17.2 | 15.2 | 19.4 | 13.9 | 7.7 | 15.8 | ||||
| Not changed | 42.7 | 37.2 | 48.8 | 47.1 | 46.9 | 43.5 | 48.4 | 36.1 | 44.2 | 55.3 | ||||
| Increased | 42.7 | 44.2 | 39.0 | 47.1 | 35.9 | 41.3 | 32.3 | 50.0 | 48.1 | 28.9 | ||||
| Beer consumption (%) | 6.460 | 0.596 | 15.318 | 0.053 | ||||||||||
| Decreased | 18.3 | 18.6 | 4.9 | 11.8 | 15.6 | 22.8 | 17.2 | 2.8 | 13.5 | 15.8 | ||||
| Not changed | 73.2 | 74.4 | 85.4 | 85.3 | 75.0 | 62.0 | 68.8 | 80.6 | 75.0 | 84.2 | ||||
| Increased | 8.5 | 7.0 | 9.8 | 2.9 | 9.4 | 15.2 | 14.0 | 16.7 | 11.5 | 0.0 | ||||
| Spirits consumption (%) | 3.314 | 0.913 | ||||||||||||
| Decreased | 7.3 | 9.3 | 0.0 | 2.9 | 12.5 | 10.724 | 0.218 | 12.0 | 19.4 | 11.1 | 15.4 | 18.4 | ||
| Not changed | 79.3 | 79.1 | 75.6 | 73.5 | 68.8 | 68.5 | 60.2 | 69.4 | 61.5 | 63.2 | ||||
| Increased | 13.4 | 11.6 | 24.4 | 23.5 | 18.8 | 19.6 | 20.4 | 19.4 | 23.1 | 18.4 | ||||