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Environmental Accounts – Greenhouse gas emissions from Swedish consumption increase in 2022

Greenhouse gas emissions from Swedish consumption increasing in 2022

Statistical news from Statistics Sweden 2024-10-08 8.00

Greenhouse gas emissions from Swedish consumption increase by 3 percent in 2022 compared with 2021. Emissions embedded in products Sweden imports increase by 8 percent at the same time that consumption-based emissions arising from Swedish production decrease by 6 percent.

– Our calculations of greenhouse gas emissions from Swedish consumption show an increase of 3 million tonnes of carbon dioxide equivalents in 2022 compared with the previous year. The increase is driven by increased inventories in the Swedish economy and to a lesser extent by increased private consumption says Johanna Takman, analyst at Statistics Sweden environmental accounts. The largest increases are for increased inventories and private consumption of textiles, clothes and leather, increase private consumption of travel services, and changed inventories of petroleum and metal products.

Greenhouse gas emissions from Swedish consumption amount to 88 million tonnes of carbon dioxide equivalents in 2022, an increase of 3 percent compared with 2021. During the same period, domestic final demand[1] in Sweden increases in monetary terms by 1.6 percent. Accordingly, the greenhouse gas emissions intensity (emissions per SEK of demand) increases by 2 percent.

The Corona pandemic has significant effects on the economy and emissions. Emissions from Swedish consumption increase for the second year in a row in 2022. In spite of this trend, Sweden’s consumption based greenhouse gas emissions are still 1.4 percent lower in 2022 that 2019, the last year before the onset of the Corona pandemic. The emissions intensity in 2022 is 12 percent lower than 2019.

[1] (sum of household consumption, public consumption and gross capital formation)

Swedish consumption-based emissions 2008 – 2022. Emissions arising in Sweden and the rest of the world

Graph: Swedish consumption-based emissions 2008 – 2022. Emissions arising in Sweden and the rest of the world

Source: Statistics Sweden

Sweden’s consumption-based greenhouse gas emissions (household consumption, public consumption and gross capital formation) 2008 – 2022, by component of final demand

Graph: Sweden’s consumption-based greenhouse gas emissions (household consumption, public consumption and gross capital formation) 2008 – 2022, by component of final demand

Source: Statistics Sweden

Sweden’s greenhouse gas emissions from consumption, Sweden’s domestic final demand (constant prices, reference year 2020) and emissions intensity 2008 – 2022. Index (2008=100)

Graph: Sweden’s greenhouse gas emissions from consumption, Sweden’s domestic final demand (constant prices, reference year 2020) and emissions intensity 2008 – 2022. Index (2008=100)

Source: Statistics Sweden

Greenhouse gas emissions from consumption in 2022, in brief

The increase in greenhouse gas emissions are noted primarily for investments and household consumption. Percentages are in comparison with the same value the previous year, unless otherwise stated. Emissions are greenhouse gas emissions and are measured in million tonnes (Mton) of carbon dioxide equivalents unless otherwise stated.

  • Emissions embedded in Sweden’s gross capital formation increase by 2.6 megatonnes, 10.8 percent. The increase arises principally because of changed inventories for textiles, clothes and leather, petroleum products and steel and other basic metal products.

  • Greenhouse gas emission embedded in household consumption increase by 0.3 megatonnes, 1 percent. Emissions embodied in household consumption increased for transport, clothes and shoes and for consumption not elsewhere classified. At the same time, emissions embodied in housing and food decreased.

    • Food: -0.1 Mton, -1 procent
    • Housing: -0.6 Mton, -5 procent
    • Transportation: 0.2 Mton, 2 procent
    • Clothes and shoes: 0.4 Mton, 20 procent
    • Other: 0.4 Mton, 5 procent

  • Greenhouse gas emissions embedded in imported products increase by 4.5 megatonnes, 8 percent. Embedded emissions arsing in Russia decrease by 0.9 megatonnes, -20 percent in 2022. For other countries whose production is included in Sweden´s imported products embodied emissions increase:

    • EU countries (including Norway, Switzerland and the United Kingdom): 1.4 megatonnes, 6 percent
    • China: 1.1 megatonnes, 13 percent
    • Russia: -0,9 megatonnes, - 20 percent
    • India: 0.2 megatonnes, 12 percent
    • USA: 0.4 megatonnes, 18 percent
    • Other countries and regions: 2.4 megatonnes, 17 percent.
  • Direct emissions from Swedish production decreases by 1.8 megatonnes, 6 percent.
Greenhouse gas emissions from Swedish household consumption – 2008 – 2022

Graph: Greenhouse gas emissions from Swedish household consumption – 2008 – 2022

Source: Statistics Sweden

Greenhouse gas emissions from Swedish consumption per production country/region, 2008 - 2022

Graph: Greenhouse gas emissions from Swedish consumption per production country/region, 2008 - 2022

Source: Statistics Sweden

Revisions

For this publication a number of revisions have been applied in the input data used, leading to differences compared with previous publications.

Revision of economic data from Statistics Sweden’s national accounts
For Statistics Sweden’s national accounts publication in 2024 included a general review, affecting the time series for reference years 2021 and 2022. For more information please see the article Sveriges ekonomi - Statistikst perspektiv (in Swedish) and Statistics Sweden’s national accounts quality report (in Swedish) Kvalitetsdeklaration Nationalräkenskaper, kvartals- och årsberäkningar, 2022 kvartal, 2021 år

Previous years in the time series for this statistic have not been adjusted according to the general review. This is because Statistics Sweden’s national accounts have not applied the methodological principles applied in the 2024 general review for the product variable for reference years before 2021. As a result of this, two time series breaks occur in the national accounts input data used for this statistic. One between reference years 2014 and 2015 and another between reference years 2020 and 2021. Comparisons between these periods need to be made carefully. 

Revision of foreign trade statistics
Minor adjustment in the statistic on foreign trade in services was applied in 2024 for the time series 2008 – 2022. This has led to changes in import shares per product between countries exporting to Sweden that are used as input data for this statistic.

Revision of data on greenhouse gas emissions from Swedish production

  • For aviation OECD data are used for all reference years up to 2021.

  • Various revisions have been applied in the IPCC emissions inventory that are used as a input data for Sweden’s production-based emissions. This includes emissions for non-road machinery, road transport and emissions factors for stationary combustion.

More information on these updates can be obtained from the product page: System of Environmental and Economic Accounts.

Revision for calculation of environmental pressures from Sweden’s imported products
Statistics Sweden uses the global multi-regional input-output database EXIOBASE to calculate emissions from Sweden’s imported products.

SCB uses the global multiregional input output database EXIOBASE to estimate emissions arising due to Sweden’s imports. The database is developed and maintained by a consortium led by the Norwegian University of Science and Technology.

For the production year 2022, EXIOBASE version 3.8.2 has been used. More information on EXIOBASE is available here:

EXIOBASE 3

EXIOBASE 3: Developing a Time Series of Detailed Environmentally Extended Multi-Regional Input-Output Tables

For the reference years 2021 and 2020 multipliers for emissions embodied in Sweden’s import products from EXIOBASE have been imputed from 2020. This is because EXIOBASE has not been updated to take account of effects of the Corona pandemic for 2021. In conjunction with this, national accounts data for total final and intermediate demand in Sweden for 2021 and 2022 in fixed prices has been used for this calculation.

Result of revisions

The above revisions have had a certain effect on emissions levels for all years in the time series. The largest effect has been for reference year 2021, which mainly arises because of the general review applied in Statistics Sweden’s national accounts. The revisions have led to decreased emissions embodied in Swedish domestic final demand by 2.3 million tonnes of carbon dioxide equivalents for reference year 2021 in the production in 2024 compared with the production 2023.

For greenhouse gas emissions embodied in Swedish consumption that arise from Swedish production activities and households, the revisions lead to a lower emissions level of 159 kilotonnes of carbon dioxide equivalents compared with the production in 2023. This is equivalent to 0.4 percent of the total on average. The time series trend is unaffected by the revisions.

For greenhouse gas emissions embedded in Sweden’s imported products, the revisions lead to decreased emissions for each reference year before 2021 with on average 271 kilotonnes carbon dioxide equivalents in the 2024 publication compared with the 2023 publication. This is equivalent to a reduction of 0.5 percent on average. The time series trend is unchanged for reference years 2008 to 2020.

Definitions and explanations

These statistics form part of the environmental accounts. The Environmental Accounts are based on the National Accounts and present national environmental statistics and economic statistics in a common framework. Environmental data is systematised according to the same industry classification and areas for final use as economic data. The main goal of this systematisation is to analyse the relationship between economic and environmental performance.

The National Accounts measure gross domestic product in two different ways – from a supply perspective and from a demand perspective. The environmental accounts also measure the gross domestic product, but from an environmental perspective. Where the production perspective answers the question – “who is emitting?”, the consumption perspective answers the question “who benefits from the emissions?”

The method used to produce these statistics is based on environmentally extended input-output analysis, using the framework of the national accounts. This approach is based on the results of a recently completed research project, PRINCE. See also Palm et al. 2019.

Statistics on environmental pressure from consumption show environmental pressure in relation to the macroeconomic balancing equation that is the basis for the national accounts. The equation for Sweden’s balance is as follows:

Equation

in which P is Sweden’s GDP, M are total imports to Sweden, C is household consumption, G is general government consumption, I is gross capital formation, and E is total export to other countries from Sweden. According to the system of national accounts, all variables are presented in monetary terms. The statistics presented in this publication show greenhouse gas and other air emissions for each term in the equation. For each term, the environmental pressure is allocated to over 40 different product groups.

For household consumption, environmental pressure is presented according to the international COICOP allocation (classification of individual consumption by purpose).

Relationship to other official emissions statistics

Official statistics on greenhouse gas and other air emissions are presented from three complementary perspectives:

  • From Sweden’s economy with a consumption perspective (these statistics)
  • From Sweden’s economy with a production perspective
  • From Sweden’s territory (territorial statistics)

Statistics Sweden is responsible for statistics with a production and consumption perspective, as a part of the system of environmental economic accounts. Statistics with a consumption perspective are unique since they present environmental pressure for all goods and services that are produced and used in the Swedish economy along their entire production chain. This is particularly interesting for Sweden since a large proportion of goods and services that are used in the Swedish economy are imported. Sweden also exports a large proportion of the domestic production.

Environmental accounts’ official statistics from a production perspective present greenhouse gas and other air emissions from the Swedish economy’s total domestic production of goods and services by sector. This system boundary represents the P-term in Equation 1 above and includes Swedish economic actors’ environmental pressure irrespective of where in the world the pressure occurs.

The Swedish Environmental Protection Agency produces official territorial statistics, presenting those environmental pressures that occur within Sweden’s borders.

All of the statistics mentioned are included in Sweden’s official statistics and they follow uniform guidelines for when and how the statistics are published, quality assurance, and documentation.

Results differ between different official statistics

The different system boundaries that are applied in the production of statistics from the three different perspectives lead to differences in the absolute emissions levels as shown in the statistics. Air emissions from a production perspective include virtually all air emissions included in territorial statistics, as well as emissions from international transport operated by Swedish economic actors. Therefore, emissions from a production perspective are in practice greater than emissions from a territorial perspective, which exclude emissions from international transport.

Sweden’s imports and exports are almost exactly balanced, with exports being slightly greater. At the same time, the greenhouse gas emissions intensity (emissions per unit production in monetary terms) for domestic production is lower in Sweden than in Sweden’s major trading partners. This means that greenhouse gas emissions presented in statistics with a consumption perspective are larger than in statistics with a production perspective, even when emissions from Sweden’s export are excluded.

The different official statistics can also be used for different purposes. Statistics from environmental accounts can be used to support policy analyses from an economic and environmental perspective, or investment and procurement decisions.

Territorial statistics are used to follow the development of emissions in relation to climate change goals in Sweden, the European Union and the United Nations. These statistics show which emissions sources are present in the country. Countries therefore have significant jurisdiction over laws and regulations that can affect emissions and can easily perform calculations of national reduction targets.

More information about the different perspectives:

Statistics Sweden, environmental accounts’ air emissions accounts:

System of Environmental and Economic Accounts

Statistics Sweden, environmental accounts’ environmental pressures from consumption:

Producing environmental accounts with environmentally extended input output analysis - Publications Office of the EU (europa.eu)

Environmental pressures from Swedish consumption – A hybrid multi-regional input-output approach - ScienceDirect

The Swedish Environmental Protection Agency and Statistics Sweden’s joint description of the statistics (in Swedish):

Tre sätt att beräkna klimatpåverkande utsläpp  

Glossary of selected terms:

Household consumption
Consumption by households and private citizens. Includes non-profit institutions serving households (NPISH).

General government consumption
Consumption by state, county and municipal authorities.

Investments
Investments by general government and industry, for example procurement of machines, buildings and roads. Investments can be subdivided into gross fixed capital formation, changes in inventories and the net acquisition of valuables.

Export
Foreign actors’ use of goods and services arising from Swedish production.

Final consumption/demand/use
Terms used interchangeably for the sum of general government consumption, household consumption, investment and export. “Final” refers to the fact that it is not used in the production chain, rather it is the end of the production chain.

Component
A part of final use, for example for household consumption or export. Each component generates emissions in Sweden and abroad due to import for final use and imports to be used domestically for the production of other goods and services.

Emissions from consumption, consumption perspective
Emissions arising from the consumption of goods and services in Sweden and abroad due to imports.

Emissions from production, production perspective
Emissions arising from the production of goods and services in the economy.

Next publishing will be

The next publication of statistics on environmental pressures from consumption will be in September 2025.

Statistical Database

More information is available in the Statistical Database

Feel free to use the facts from this statistical news but remember to state Source: Statistics Sweden.

Statistical agency and producer

Statistics Sweden, Environmental accounts and Environment

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Enquiries

Johanna Takman

Telephone
+46 10 479 41 14
E-mail
johanna.takman@scb.se

Nils Brown

Telephone
+46 10 479 40 26
E-mail
nils.brown@scb.se