| Literature DB >> 34945627 |
Abstract
Studying the impact of COVID-19 on consumer food stockpiling behavior is timely and imperative. It can provide important information and help to understand whether consumers permanently change their behavior or return to their old habits in the long run. This study analyzed Chinese consumers' food stockpiling behavior using six rounds of nationwide surveys in China from December 2020 to July 2021. The results show that the scale of food reserves extended from 3.03 to 10.01 days after the outbreak of COVID-19, then dropped to a "new normal" plateau and kept fluctuating with the tide of the COVID-19 pandemic. Consumers who stockpile food for "Avoiding shortage" and "Pursuing ease" are going to stockpile food on a larger scale, implying a supply shock may affect the demand side. Those who perceive a higher level of severity of the pandemic are less likely to return to their old habits. Finally, although consumers' food stockpiling behavior fluctuates with the tide of COVID-19 pandemic, it gradually returns to old habits over time.Entities:
Keywords: COVID-19; China; food stockpiling behavior
Year: 2021 PMID: 34945627 PMCID: PMC8701114 DOI: 10.3390/foods10123076
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Survey questions.
| Variable | Definition |
|---|---|
| The scale of food reserves | How many days’ fresh food reserves do you stockpile now? |
| Motivations | What are your motivations for food stockpiling? |
| Perceived risk of infection | How likely do you think you are to be infected with COVID-19? |
| Perceived severity of pandemic | How severe do you think the pandemic is in China? |
| Duration | How long do you think the epidemic will last from now? |
| Food stockpiling habit before the pandemic | How many days’ fresh food reserves did you used to stockpile before COVID-19? |
Figure 1Baidu search index of the COVID-19 pandemic and 6 surveys.
Survey time and major event.
| Survey | Date | Major Event Related to COVID-19 |
|---|---|---|
| survey_round 1 | 20–28 December 2020 | |
| survey_round 2 | 20–23 January 2021 | A new wave of COVID-19 cases in China’s Hebei Province in Jan 2021. |
| survey_round 3 | 19–23 March 2021 | |
| survey_round 4 | 20–23 April 2021 | |
| survey_round 5 | 27–28 May 2021 | |
| survey_round 6 | 19–20 July 2021 |
Descriptive statistics of six rounds surveys.
| Sample Variable | 2020.12 ( | 2021.01 ( | 2021.03 ( | 2021.04 ( | 2021.05 ( | 2021.07 ( | Pooled Sample ( |
|---|---|---|---|---|---|---|---|
| Gender: | |||||||
| Male | 41.61 | 49.76 | 44.79 | 45.6 | 48.58 | 47.37 | 46.4 |
| Female | 58.39 | 50.24 | 55.21 | 54.4 | 51.42 | 52.63 | 53.6 |
| Age: | 30.94 | 31 | 30.46 | 30.63 | 31.51 | 31.01 | 30.91 |
| Education level: | |||||||
| ≤12 years | 13.04 | 7.18 | 5.92 | 7.97 | 6.31 | 9.91 | 8.29 |
| 13–16 years | 73.91 | 84.21 | 84.79 | 81.87 | 84.54 | 81.11 | 81.9 |
| >16 years | 13.04 | 8.61 | 9.3 | 10.16 | 9.15 | 8.98 | 9.81 |
| Family monthly income: | |||||||
| <4000 yuan | 5.9 | 3.11 | 5.07 | 4.95 | 3.79 | 4.64 | 4.53 |
| 4001–8000 yuan | 17.08 | 18.18 | 16.9 | 16.48 | 12.93 | 14.86 | 16.2 |
| 8001–12,000 yuan | 23.29 | 24.4 | 22.82 | 22.53 | 21.14 | 22.6 | 22.87 |
| 12,001–16,000 yuan | 21.12 | 18.42 | 20.56 | 23.63 | 24.61 | 20.74 | 21.39 |
| 16,001–20,000 yuan | 10.87 | 19.86 | 14.08 | 15.38 | 18.61 | 14.55 | 15.72 |
| 20,001–24,000 yuan | 11.49 | 7.89 | 11.27 | 10.44 | 12.3 | 13 | 10.91 |
| ≥24,001 yuan | 10.25 | 8.13 | 9.3 | 6.59 | 6.62 | 9.6 | 8.38 |
| Children under 12 years old: | |||||||
| No | 40.99 | 44.74 | 34.37 | 41.48 | 31.55 | 32.82 | 38.02 |
| Yes | 59.01 | 55.26 | 65.63 | 58.52 | 68.45 | 67.18 | 61.98 |
Figure 2Motivations for food stockpiling.
Figure 3Consumers’ risk perception of the COVID-19. Perceived risk of infection: 5-point Likert scale (1—low, 5—high risk). Perceived severity of the pandemic in China: 5-point Likert scale (1—low, 5—high).
Figure 4The perceived duration of COVID-19.
Figure 5The difference in the scale of food reserves before and after the COVID-19.
Figure 6The scale change of food reserves before the COVID-19 and survey time.
Estimation.
| Variables | Model (1) | Model (2) |
|---|---|---|
| Fighting against rising food prices | 0.110 | 0.185 |
| (0.117) | (0.173) | |
| Avoiding shortage | 0.780 *** | 0.931 *** |
| (0.115) | (0.171) | |
| Pursuing ease | 0.471 *** | 0.672 *** |
| (0.107) | (0.159) | |
| Going out less | 0.216 * | −0.196 |
| (0.113) | (0.167) | |
| Perceived severity of the pandemic | 0.298 *** | 0.468 *** |
| (0.071) | (0.106) | |
| Duration | 0.00529 | −0.00447 |
| (0.005) | (0.007) | |
| Food stockpiling habit before the pandemic | 1.020 *** | |
| (0.022) | ||
| Female | 0.215 ** | 0.404 ** |
| (0.106) | (0.157) | |
| Age | 0.00162 | −0.00852 |
| (0.007) | (0.010) | |
| Education level | −0.0781 | 0.292 |
| (0.136) | (0.200) | |
| Income | −0.0158 | −0.0491 |
| (0.034) | (0.051) | |
| survey_round2 | 0.760 *** | 0.695 *** |
| (0.181) | (0.267) | |
| survey_round3 | 0.322 * | 0.34 |
| (0.188) | (0.279) | |
| survey_round4 | 0.349 * | 0.132 |
| (0.188) | (0.278) | |
| survey_round5 | 0.319 | −0.0254 |
| (0.197) | (0.292) | |
| survey_round6 | 0.226 | 0.208 |
| (0.196) | (0.291) | |
| R-sq | 0.58 | 0.078 |
| Adjusted R-sq | 0.576 | 0.07 |
| AIC | 7870.1 | 9265 |
| BIC | 7963.4 | 9352.8 |
* Significant at the 10% level. ** Significant at the 5% level. *** Significant at the 1% level.
Estimation.
| Count Model | Zero Group | |||
|---|---|---|---|---|
| Variables | Coefficient | SE | Coefficient | SE |
| Fighting against rising food prices | 0.097 | 0.070 | −0.053 | 0.140 |
| Avoiding shortage | 0.272 *** | 0.071 | −0.741 *** | 0.139 |
| Pursuing ease | 0.029 | 0.067 | −0.838 *** | 0.134 |
| Going out less | −0.100 | 0.069 | −0.604 *** | 0.134 |
| Perceived severity of pandemic | 0.168 *** | 0.040 | −0.224 *** | 0.082 |
| Duration | 0.002 | 0.003 | −0.005 | 0.006 |
| Female | 0.116 * | 0.066 | −0.093 | 0.127 |
| Age | 0.003 | 0.004 | 0.012 | 0.008 |
| Education level | 0.017 | 0.087 | 0.212 | 0.166 |
| Income | −0.055 ** | 0.022 | −0.053 | 0.044 |
| Child | 0.131 * | 0.074 | −0.228 * | 0.138 |
| Time | 0.058 | 0.104 | −0.403 ** | 0.188 |
| Time × time | −0.007 | 0.015 | 0.059 ** | 0.026 |
| Constant | 0.165 | 0.328 | 1.913 *** | 0.634 |
* Significant at the 10% level. ** Significant at the 5% level. *** Significant at the 1% level.