Investment in data centres has increased at a rapid pace. While data centres are not necessarily new to Australia, investment, especially in so-called hyperscale data centres, has increased rapidly. This article outlines where the impacts of data centres can be observed within the ABS suite of economic statistics and includes recent data where some of these impacts are evident.
Spotlight - Data Centres in Economic Statistics
Quarterly statistics about actual and expected private new capex investment spend on buildings and equipment by industry.
Introduction
What is a data centre?
Data centres are dedicated facilities which house Information Technology (IT) infrastructure (including servers) to allow for data storage, network and processing services. They provide increased capacity for data storage and provide the processing power enabling technology such as artificial intelligence (AI). Data centres can vary in size, and very large high-capacity data centres, are referred to as hyperscale data centres.
Impacts on Economic Statistics
There are several stages involved with the construction and operation of a data centre. The following section outlines each of these stages and highlights where these impacts appear within the suite of economic statistics:
Establishing an Australian entity
Pre-build
Construction of the data centre
Fit out of the data centre
Data centre is operational
Visibility of data centres in the National Accounts
The National Accounts provide a comprehensive summary of how the Australian economy is performing, including how much we produce, earn and spend. To measure the impact of data centres on Australia’s economic performance, the National Accounts brings together various data sources.
The construction and fit out of data centres – the investment phase - is recorded as Gross Fixed Capital Formation (GFCF) within the Expenditure measure of Gross Domestic Product (GDP). Estimates for the new building component of GFCF are sourced from the Building Activity value of work done series, while estimates of Machinery and Equipment GFCF are primarily sourced from the Capex publication.
Estimates for purchased software, software developed in-house, and databases where use in production use is expected to exceed one year, are included in the GFCF Computer Software series.
The recent surge in investment in data centres was supported by a corresponding rise in imports, leading to a reduced impact on GDP. However, it is useful to note this investment will add to Australia’s capital stock which increases productive capacity over time. Capital stock estimates are published annually in the Australian System of National Accounts publication. Note that the assumptions and parameters used for modelling capital stock are updated periodically and so may not fully reflect recent data centre investment activity.
As data centres become operational - the operational phase – the activity of the data centres will be recorded under Gross Value Added, within the Production measure of GDP. Activity undertaken by data centres is recorded as Gross Value Add (Output minus intermediate consumption) for "Other Information and Media Services" (Division J excluding Telecommunications). Quarterly volume measures are derived by the output indicator method, in this instance sales and services income is sourced from the Quarterly Business Indicator Survey.
Income earned during the production phase is recorded as Gross Operating Surplus (GOS) of the private non-financial corporations sector within the Income measure of GDP. Wages earned by employees of the data centre will be recorded under compensation of employees and contribute to the income measure of GDP. These estimates are sourced from Business Indicator gross operating profits and wages and salaries data.
During the production phase, the National Accounts Supply Use Tables and Input-Output Tables can provide additional detail showing how the services produced by the data centres are used by other industries in their production processes. These publications also provide insight into the electricity and water usage of data centres.
Impact on Productivity
An important aspect of the growing role of data centres in the Australian economy will be their contribution to productivity. Labour productivity within the data‑centre component of Division J (Information, Media and Telecommunications), is likely to increase as high levels of capital investment raise gross value added (GVA) per hour worked through capital deepening. However, the direct contribution of this sector to economy‑wide labour productivity will be limited by its relatively small employment share.
Broader productivity effects are therefore expected to arise indirectly, depending on the extent to which downstream industries adopt cloud computing, artificial intelligence, and data‑driven technologies enabled by data‑centre infrastructure. These developments can be monitored through measures of GDP per hour worked and GVA per hour worked in the market and non‑market sectors, as published in the Australian National Accounts: National Income, Expenditure and Product. It is also important to note that productivity gains may not materialise immediately as new investment can take some time to translate into higher output.