Smith, Scheebeek, Balmford and Garnett, 2021
Smith, K. G., Scheelbeek, P., Balmford, A., Alexander, P., & Garnett, E. E. (2021). Discrepancies between two long-term dietary datasets in the United Kingdom (UK). Wellcome open research, 6.
Abstract
Background: Studying dietary trends can help monitor progress towards healthier and more sustainable diets but longitudinal data are often confounded by lack of standardized methods. Two main data sources are used for longitudinal analysis of diets: food balance sheets on food supply (FBS) and household budget surveys on food purchased (HBS).
Methods: We used UK longitudinal dietary data on food supply, provided by the Food and Agriculture Organisation (FAO) (FAO-FBS, 1961-2018), and food purchases, provided by the Department for Environment, Food and Rural Affairs (Defra) (Defra-HBS, 1942-2018). We assessed how trends in dietary change per capita compared between FAO-FBS and Defra-HBS for calories, meat and fish, nuts and pulses, and dairy, and how disparities have changed over time.
Results: Estimates made by FAO-FBS were significantly higher (p<0.001) than Defra-HBS for calorie intake and all food types, except nuts and pulses which were significantly lower (p<0.001). These differences are partly due to inclusion of retail waste in FAO-FBS data and under-reporting in Defra- HBS data. The disparities between the two datasets increased over time for calories, meat and dairy; did not change for fish; and decreased for nuts and pulses. Between 1961 and 2018, both FAO-FBS and Defra-FBS showed an increase in meat intake (+11.5% and +1.4%, respectively) and a decrease in fish (-3.3% and -3.2%, respectively) and dairy intake (-11.2% and -22.4%). Temporal trends did not agree between the two datasets for calories, and nuts and pulses.
Conclusions: Our finding raises questions over the robustness of both data sources for monitoring UK dietary change, especially when used for evidence-based decision making around health, climate change and sustainability.
The datasets differ significantly in their estimates of meat consumption:
- FAO-FBS (Food Balance Sheets) consistently reports higher meat consumption compared to Defra-HBS (Household Budget Surveys). For example, averaged across all years between 1961 and 2018, FAO-FBS reported per capita meat consumption that was 49% higher than Defra-HBS
- The differences increased over time. Between 1961 and 2018, FAO-FBS estimated a 23.4% increase in total meat consumption, while Defra-HBS reported only a 1.4% increase
These discrepancies are attributed to:
- Methodology: FAO-FBS includes retail waste, while Defra-HBS does not.
- Underreporting: Defra-HBS relies on household surveys, which often underreport purchases.
- Categorization: Defra-HBS has challenges summing up total intake due to the inclusion of processed items like meat pies and takeaways
Table
| Food type | Data Source | 1961 | 1968 | 1978 | 1988 | 1998 | 2008 | 2018 | Change between 1961 and 2018 in grams (%) | Change between 2008 and 2018 in grams (%) |
|---|---|---|---|---|---|---|---|---|---|---|
| Total meat and fish | FAO-FBS | 244.0 | 256.7 | 236.2 | 252.7 | 262.2 | 281.6 | 284.2 | 40.2 (16.5%) | 2.7 (0.9%) |
| Defra-HBS | 171.8 | 178.9 | 177.6 | 172.4 | 161.9 | 178.5 | 170.7 | -1.1 (-0.6%) | -7.8 (-4.4%) | |
| Total fish | FAO-FBS | 54.3 | 59.9 | 44.3 | 51.5 | 53.2 | 58.3 | 50.5 | -3.8 (-7.1%) | -7.8 (-13.4%) |
| Defra-HBS | 23.0 | 23.0 | 17.4 | 20.8 | 21.1 | 23.0 | 19.8 | -3.2 (-13.9%) | -3.2 (-13.9%) | |
| Total meat | FAO-FBS | 189.7 | 196.7 | 191.9 | 201.1 | 209.1 | 223.3 | 234.2 | 44.5 (23.4%) | 10.9 (4.9%) |
| Defra-HBS | 148.8 | 155.9 | 160.2 | 151.6 | 140.8 | 155.5 | 150.9 | 2.1 (1.4%) | -4.6 (-3.0%) | |
| Ruminant | FAO-FBS | 99.9 | 93.1 | 85.2 | 78.0 | 62.8 | 73.1 | 61.5 | -38.3 (-38.4%) | -11.5 (-15.8%) |
| Defra-HBS | 64.1 | 54.6 | 53.7 | 40.4 | 25.1 | 24.4 | 20.9 | -43.2 (-67.4%) | -3.5 (-14.3%) | |
| Pork | FAO-FBS | 69.3 | 74.4 | 71.2 | 71.2 | 67.9 | 71.5 | 72.7 | 3.4 (5.0%) | 1.3 (1.8%) |
| Defra-HBS | 32.9 | 34.9 | 44.2 | 37.3 | 34.4 | 32.5 | 29.2 | -3.7 (-11.2%) | -3.3 (-10.2%) | |
| Poultry | FAO-FBS | 17.2 | 26.8 | 34.7 | 51.6 | 77.9 | 77.1 | 97.4 | 80.2 (465.5%) | 20.3 (26.3%) |
| Defra-HBS | 9.9 | 19.4 | 22.4 | 29.6 | 33.2 | 38.2 | 37.4 | 27.5 (277.8%) | -0.8 (-2.1%) | |
| Dairy | FAO-FBS | 651.3 | 652.8 | 631.5 | 639.1 | 642.2 | 680.3 | 640.2 | -11.2 (-1.7%) | -40.2 (-5.9%) |
| Defra-HBS | 584.2 | 599.9 | 580.7 | 520.4 | 465.5 | 459.5 | 453.2 | -131.0 (-22.4%) | -6.3 (-1.4%) | |
| Nuts and pulses | FAO-FBS | 7.8 | 8.6 | 8.1 | 11.9 | 13.1 | 15.0 | 15.9 | 8.1 (103.2%) | 0.9 (5.9%) |
| Defra-HBS | NA | NA | 24.8 | 28.4 | 24.5 | 25.5 | 26.5 | NA | 1.0 (3.9%) | |
| Calories | FAO-FBS | 3231 | 3223 | 3095 | 3248 | 3352 | 3422 | 3342 | 110.8 (3.4%) | 80.2 (-2.3%) |
| Defra-HBS | 2630 | 2560 | 2465 | 2188 | 2101 | 2276 | 2175 | -455 (-17.3%) | -101 (-4.4%) |