Estimates of Industry Level KLEMS Multifactor Productivity methodology

Latest release
Reference period
2023-24 financial year
Release date and time
10/12/2025 11:30am AEDT

Introduction

This release contains a data cube which provides estimates of KLEMS multifactor productivity (MFP) for individual industries in the Australian economy. The term KLEMS represents the five input categories – Capital (K), Labour (L), Energy (E), Materials (M) and Services (S). The KLEMS framework provides a detailed statistical decomposition on the contributions to output growth.

The methodology for constructing the data is outlined in the Information Paper: Experimental Estimates of Industry Level KLEMS Multifactor Productivity.

Data collection

Gross output, capital services and intermediate inputs are sourced from the Australian System of National Accounts (ASNA). The KLEMS MFP measures are less timely than the value added based MFP measures, as gross output and intermediate input indexes are compiled using the Supply and Use tables, which are compiled and balanced up to the reference year (T-1). Estimates for current year (T) are not available.

Labour inputs are based on total hours worked in all jobs sourced historically from the Labour Force Survey and since 2021 from the Labour Account Australia. Further information about the data source change for labour inputs is outlined in Improved estimates of the annual national accounts: Results of the 2021 historical revisions.

In addition to the hours worked measure, the ABS also compiles a quality adjusted labour input (QALI) measure which capture changes in hours worked and in labour composition. Changes in labour composition such as changes in educational achievement and experience are sourced from the Census of Population and Housing which is conducted every five years. Inter-census periods are interpolated so care should be taken interpreting year on year changes in labour composition.

Scope and coverage

The data cube includes measures of input, output and KLEMS MFP at the industry level from 1995-96 for market sector industries. The market sector comprises sixteen industries under the 2006 Australian and New Zealand Industry Classification (ANZSIC06); that is, from ANZSIC06 Divisions A to N, plus Divisions R and S. The market sector consists of industries which predominantly produce goods and services which are sold at market prices, that is, the transaction price at which the goods and services are exchanged. The detailed industries currently included in the market sector are as follows:

ANZSIC divisions in the market sector
ANZSIC DivisionIndustry
AAgriculture, Forestry and Fishing
BMining
CManufacturing
DElectricity, Gas, Water and Waste Services
EConstruction
FWholesale Trade
GRetail Trade
HAccommodation and Food Services
ITransport, Postal and Warehousing
JInformation, Media and Telecommunications
KFinancial and Insurance Services
LRental, Hiring and Real Estate Services
MProfessional, Scientific and Technical Services
NAdministrative and Support Services
RArts and Recreation Services
SOther Services

Data processing

The ABS has published experimental estimates of industry level KLEMS MFP for the 16 market sector industries since 2016. Commencing in 2020, the experimental label has been removed. By explicitly identifying the role of intermediate inputs in the production process, KLEMS facilitates a more rigorous analysis of the determinants of output growth at the industry level.

The approach taken for estimating KLEMS MFP is based on the growth accounting framework, which is widely adopted by leading statistical agencies. The Information Paper: Experimental Estimates of Industry Level KLEMS Multifactor Productivity provides detailed information about growth accounting framework, assumptions and associated productivity interpretation.

The KLEMS MFP estimates benefit from the use of supply and use methodology to confront the data and balance the components of annual GDP, a major unifying feature within the ASNA. The supply and use methodology is a powerful tool to compare and contrast data from various sources and improve the coherence of the economic information system. It reconciles the supply of products within the economy within an accounting period with their use for intermediate inputs, final consumption, capital formation, and exports. The balancing process also facilitates additive growth accounts within and across industries.

Revisions

Productivity estimates are prepared from a wide range of statistical sources, some of which are available soon after the reference period, while others only with a delay of several years. Most of the data are derived from the regular program of statistical surveys undertaken by the Australian Bureau of Statistics (ABS) or as a by-product of government administrative processes. The frequency, detail and timeliness of these data sources are constrained by many factors, including the other statistical purposes which they must serve. Any increase in timeliness of data is usually at the expense of detail, reliability or additional resources. Therefore, productivity estimates in latest years are particularly sensitive to revisions as improved data become available.

KLEMS MFP statistics are subject to revisions. Revisions are an inevitable consequence of the compilation process, reflecting both the complexity of economic measurement and the need to provide economic policy advisers and other users with initial estimates that are timely to maximise their use in analysis of current economic conditions. Revisions arise from the progressive incorporation of more up to date data, re-weighting of chain volume series and from time-to-time the introduction of new economic concepts, data analysis and improved data sources and methods.

Data release

Annual aggregate MFP statistics are released as part of the ASNA, which generally occurs around the last week of October following the end of the most recent financial year. Estimates of KLEMS MFP are released around 6 weeks after the release of the ASNA. The gross-output based MFP measures (including KLEMS) are less timely than the value added based MFP measures, as gross output and intermediate input indexes are compiled using the Supply and Use tables, which are compiled and balanced up to the reference year (T-1). Estimates for current year (T) are not available.

Related information

The ABS produces annual indexes of labour, capital and multifactor productivity for the market sector as well as for each industry division within the market sector.

Available productivity measures
MeasurePublication
Annual productivity measures for the market sectorAustralian System of National Accounts
Annual industry level gross value added-based MFP indexesEstimates of Industry Multifactor Productivity
Experimental - Annual state level gross value added-based MFP indexesEstimates of Industry Multifactor Productivity
Experimental - Annual industry level growth accounting measures of labour productivityEstimates of Industry Multifactor Productivity
Annual industry level KLEMS MFP Estimates of Industry Level KLEMS Multifactor Productivity
Quarterly estimates of labour productivity for the market sector and for the whole economyAustralian National Accounts: National Income, Expenditure and Product
Quarterly and annual GDP per capitaAustralian National Accounts: National Income, Expenditure and Product

Abbreviations

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Glossary

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