MRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom.
JMIR Public Health Surveill. 2023 Apr 17;9:e41822. doi: 10.2196/41822.
Food prepared out of home is typically energy-dense and nutrient-poor. Online food delivery services have become a popular way to purchase such food. The number of accessible food outlets through these services can influence how frequently they are used. Anecdotally, food outlet access through online food delivery services increased in England between 2020 and 2022, in the context of the COVID-19 pandemic. However, the extent to which this access changed is poorly understood.
We aimed to investigate monthly changes in online access to food prepared out of home in England in the context of the first 2 years of the COVID-19 pandemic compared with November 2019 and the extent to which any changes were associated with deprivation.
In November 2019 and monthly between June 2020 and March 2022, we used automated data collection to construct a data set containing information about all food outlets in England registered to accept orders through the leading online food delivery service. Across postcode districts, we identified the number and percentage of food outlets registered to accept orders and the number that was accessible. We used generalized estimating equations (adjusted for population density, the number of food outlets in the physical food environment, and rural/urban classification) to investigate the change in outcomes compared with prepandemic levels (November 2019). We stratified analyses by deprivation quintile (Q).
Across England, the summed number of food outlets registered to accept orders online increased from 29,232 in November 2019 to 49,752 in March 2022. Across postcode districts, the median percentage of food outlets registered to accept orders online increased from 14.3 (IQR 3.8-26.0) in November 2019 to 24.0 (IQR 6.2-43.5) in March 2022. The median number of food outlets accessible online decreased from 63.5 (IQR 16.0-156.0) in November 2019 to 57.0 (IQR 11.0-163.0) in March 2022. However, we observed variation by deprivation. In March 2022, the median number of outlets accessible online was 175.0 (IQR 104.0-292.0) in the most deprived areas (Q5) compared with 27.0 (IQR 8.5-60.5) in the least deprived (Q1). In adjusted analyses, we estimated that the number of outlets accessible online in the most deprived areas was 10% higher in March 2022 compared with November 2019 (incidence rate ratios: 1.10, 95% CI 1.07-1.13). In the least deprived areas, we estimated a 19% decrease (incidence rate ratios: 0.81, 95% CI 0.79-0.83).
The number of food outlets accessible online increased only in the most deprived areas in England. Future research might attempt to understand the extent to which changes in online food access were associated with changes in online food delivery service use and the possible implications on diet quality and health.
外出就餐通常能量密集且营养不足。在线食品配送服务已成为购买此类食品的一种流行方式。通过这些服务可获得的食品店数量会影响其使用频率。据推测,在 2020 年至 2022 年 COVID-19 大流行期间,英格兰通过在线食品配送服务获得的食品店数量有所增加。然而,这种变化的程度还不太清楚。
我们旨在研究 COVID-19 大流行的前 2 年中,英格兰通过在线食品配送服务获取外出就餐的情况与 2019 年 11 月相比每月的变化情况,以及这些变化在多大程度上与贫困有关。
在 2019 年 11 月和 2020 年 6 月至 2022 年 3 月期间的每个月,我们使用自动化数据收集来构建一个数据集,其中包含英格兰所有注册接受在线订单的食品店的信息。在邮政编码区,我们确定了注册接受订单的食品店数量和百分比,以及可访问的食品店数量。我们使用广义估计方程(调整了人口密度、实体食品环境中的食品店数量以及农村/城市分类)来研究与大流行前水平(2019 年 11 月)相比的结果变化。我们按贫困五分位数(Q)进行分层分析。
在整个英格兰,注册接受在线订单的食品店数量从 2019 年 11 月的 29232 家增加到 2022 年 3 月的 49752 家。在邮政编码区,注册接受在线订单的食品店百分比中位数从 2019 年 11 月的 14.3(IQR 3.8-26.0)增加到 2022 年 3 月的 24.0(IQR 6.2-43.5)。可在线访问的食品店数量中位数从 2019 年 11 月的 63.5(IQR 16.0-156.0)减少到 2022 年 3 月的 57.0(IQR 11.0-163.0)。然而,我们观察到贫困程度的差异。在 2022 年 3 月,最贫困地区(Q5)可在线访问的门店中位数为 175.0(IQR 104.0-292.0),而最富裕地区(Q1)为 27.0(IQR 8.5-60.5)。在调整后的分析中,我们估计最贫困地区 2022 年 3 月可在线访问的门店数量比 2019 年 11 月增加了 10%(发病率比:1.10,95%CI 1.07-1.13)。在最富裕地区,我们估计下降了 19%(发病率比:0.81,95%CI 0.79-0.83)。
在英格兰,只有最贫困地区的在线食品店数量有所增加。未来的研究可能会试图了解在线食品获取变化在多大程度上与在线食品配送服务使用的变化有关,以及这对饮食质量和健康可能产生的影响。