How Do We Go From Food Data to FCDBs?



A variety of methods are used to compile food composition data (FCD) at a national level by many countries, including:

  • Chemical analysis of food samples
  • Calculation of values using yield and nutrient retention factors
  • ‘Borrowing’ values from one food composition database (FCDB) to another
  • Adopting values from other sources, e.g. scientific literature for analysed values or food labels for branded foods

Chemical Analysis

Chemical analysis of samples that are representative of the foods being consumed in a country is usually the preferred method for producing FCD. The food samples are carefully chosen according to a defined sampling plan. The food samples are collected, transported to an analytical laboratory and stored in an appropriate way. If necessary, further preparation and cooking takes place prior to the analysis using appropriate analytical methods.


Owing to limited resources, it is not feasible to determine these levels of every nutrient in every food. Compilers of FCDBs therefore use other approaches to determine the required nutrient values within a FCDB. For example, values for a raw food or dish can often be used, in conjunction with information on likely weight and nutrient changes due to cooking, to estimate values for a cooked food. This recipe calculation approach incorporates adjustments for weight change (or yield) on cooking and changes in the nutrient content on cooking (e.g. vitamin losses). Another approach commonly used by FCDB compilers is to ‘borrow’ or ‘adopt’ nutrient values that were originally compiled by another organisation. When using this approach, compilers will ensure that borrowed data are compatible with their own database.

Shared data

Commonly used data sources for borrowed data are FCDBs from other countries or manufacturers’ data (e.g. from food labels). Before incorporating data from any of these sources into their FCDBs, compilers will evaluate the data in terms of both data quality and applicability of foods to the database. Information about the food, the nutrient values and their derivation will also be documented, so that compilers and users of the database can access these details.

A professional standard

The provision of high quality data in the FCDBs linked with EuroFIR is one of the most important goals of the network. Therefore, skilled and experienced technical experts are continuously working towards improving the content and quality of the data in their FCDBs. The data are thoroughly documented for best possible transparency, aggregated, validated and compiled following strict and standardised quality evaluation procedures before they can be published in the FCDBs and be made available for all data users. The provision of a quality index for each value will be one of the aims of the FCDBs in the future, increasing the usefulness of the data for all users.

More information about the Quality and Standards can be found here.


The origins of nutrition research

Nutritional issues related to specific diseases, population subgroups or specific situations were an early driver for studies into the composition of foods. Some of the earliest work related to detecting adulterated foods and finding the active components of medicinal herbs. Food composition tables in the format known today were, however, not published until towards the end of the 19th century although, some tables on the chemical composition of mineral waters were assembled by Morveau as early as 1780. More widely known among the earliest tables are those published in the United States in 1896, which included values for ‘refuse’, water, protein, fats, carbohydrates, ash, and ‘fuel value’.

Diet and disease

In particular, the increase in research into the relationship between diet and chronic disease has led to increased demand for complete, current and reliable food composition tables, and information on a far greater variety of food components, including bioactive compounds. Also, increasing international trade has led to a greater need to access data for foods from other countries. Nutrition labelling of foods is now common, and is mandatory in some instances.

Development of food composition data

Since the early 19th century, food composition data have come a long way. Food composition tables were originally produced as printed versions, and for many years this remained the only format. While printed tables are still produced in most countries, computerised databases have become increasingly important because they can hold large amounts of data and allow easy access to and manipulation of data.

Towards an international future

Food composition databases have generally been compiled as independent national activities to meet local requirements for calculation nutrient intakes. This has made it difficult to use national datasets internationally. The recognition of the need to improve compatibility has led to the development of a number of cooperations and networks over the last 30 years, including the International Network of Food Data Systems (INFOODS), COST Action 99, and the European Food Information Resource (EuroFIR), and much work has been done to improve the comparability of international food composition data.

More resources

Find more information about the history of food composition databases by visiting our Publications Section here.

Click here to find out how to access FCDBs