Understanding R&D and innovation metrics

08 November 2023

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Dr Robyn Prior and Tim Brennan
Science, Technology, Environment and Resources section

Contents

 

Introduction

This paper describes the current state of research and development (R&D) expenditure and innovation in Australia. It also summarises the key metrics used to measure both investment in R&D and innovation in Australia, and how to locate this and related data. A summary of R&D metrics, including definitions, is provided in Table 1.

State of R&D and innovation in Australia

This section collates the most recent data on R&D expenditure and innovation in Australia. More information on what is included in each R&D category is available below in Key Data Sources.

In 2021–22, gross expenditure on research and development (GERD) was estimated at $38.8 billion and 1.68% as a proportion of gross domestic product (GDP).[1] GERD represents total R&D expenditure by business, government, higher education and private non-profit sectors. This is the most recent estimated GERD figure, published in August 2023.

In 2021–22, business expenditure on research and development (BERD) was $20.6 billion.[2] This is the most recent estimated BERD figure, released in August 2023.

In the 2020 calendar year, higher education expenditure on research and development (HERD) was $12.7 billion.[3] This is the most recent HERD figure, released in May 2022. Further information on HERD and university research funding is available in this Parliamentary Library quick guide.

In 2020–21, government expenditure on research and development (GOVERD) was $3.6 billion, with $2.3 billion (65%) from Australian Government organisations and $1.3 billion (35%) from state and territory government organisations.[4] These are the most recent GOVERD figures, released in June 2022.

In 2022–23, government budget allocations for research and development (GBARD) were estimated at $9 billion.[5] This is the most recent estimate of GBARD, released in April 2023. As described in Table 1, GBARD should not be confused with GOVERD. GBARD includes both R&D expenditure from departmental funds and R&D support from administered funds. Expenditure is spread across the government, business and higher education sectors, depending on where the R&D actually takes place.

In 2022–23, total government R&D support (GBARD plus tax incentives) was forecast to be $12.1 billion and 0.49% of GDP.[6] This is the most recent estimate of total government R&D support, released in April 2023. Total government R&D support (including GBARD) should not be confused with GERD.

In 2023, the Global Innovation Index ranked Australia:

  • 24th out of 132 countries listed
  • 23rd out of the 50 high-income economies listed
  • 6th out of the 16 economies in Southeast Asia, East Asia, and Oceania.[7]

R&D in Australia at a glance

Figure 1 shows the breakdown of R&D spending (GERD) by sector as reported by the Australian Bureau of Statistics (ABS).

 

Figure 1    Gross expenditure on research and development by sector

Source: Australian Bureau of Statistics (ABS), Research and Experimental Development, Businesses, Australia, cat. no. 8104.0 (Canberra: ABS, 25 August 2023). Real figures based on Library calculations.

The Organisation for Economic Co-operation and Development (OECD) collects GERD as a proportion of GDP data which enables comparisons over time of R&D spending between nations, and the OECD average (see Figure 2). The OECD also collects and reports on total government investment in R&D, reported as the sum of GBARD and R&D tax credits (see Figure 3). In Australia, this information is reported in the Science, Research and Innovation Budget Tables (SRI Budget Tables; see Key Data Sources below for more information).

 

Figure 2  Gross expenditure on research and development as a percentage of GDP

GDP = gross domestic product; OECD data is the average across OECD nations.

Sources: OECD data: ‘OECD Science, Technology, and Innovation (STI) Scoreboard’, OECD website;[8] Australian figures (2010 and 2011):Australian Bureau of Statistics (ABS), Research and Experimental Development, Businesses, Australia, cat. no. 8104.0 (Canberra: ABS, 25 August 2023); Australian figures (2013 onward): Australian Bureau of Statistics (ABS), Research and Experimental Development, Businesses, Australia, cat. no. 8104.0 (Canberra: ABS, 25 August 2023).

 

Figure 3    Total government R&D support as a percentage of GDP

Notes: Total government R&D support refers to the sum of GBARD and R&D tax credits. OECD data is the average across OECD nations.

Source: ‘OECD Science, Technology and Innovation (STI) Scoreboard’, OECD webpage.[9]

How is investment in R&D measured?

First released in 1963, the OECD’s Frascati manual: guidelines for collecting and reporting data on research and experimental development (Frascati Manual) has long provided a ‘common language for talking about R&D [research and experimental development] and its outcomes’.[10] The seventh, and most recent, edition of the Frascati Manual was released in 2015 and provides an internationally recognised methodology for collecting and using R&D statistics.

The Frascati Manual defines R&D as:

[Research and experimental development (R&D)] comprise creative and systematic work undertaken in order to increase the stock of knowledge – including knowledge of humankind, culture and society – and to devise new applications of available knowledge.[11]

The Frascati Manual adds that for an activity to be considered an R&D activity it must be ‘novel, creative, uncertain, systematic, [and] transferable and/or reproducible’.[12] R&D applies to 3 types of activities:

  • basic research – which is ‘experimental or theoretical work undertaken primarily to acquire new knowledge … without any particular application or use in view’
  • applied research – which also aims to acquire new knowledge but with a ‘specific, practical aim or objective’
  • experimental development – which is systematic work drawing on previous research which aims at ‘producing new products or processes or to improving existing products or processes’.[13]

The manual describes 2 different, but complementary, ways of measuring how much governments invest in R&D called the funder-based and performer-based approaches.[14]

The funder-based approach measures the funding sources of R&D and is the approach used in the annual SRI Budget Tables, which are discussed further below. In Australia, the key funder-based measurements are the government budget allocations for R&D (GBARD) and the funding of industry R&D tax measures (currently the R&D Tax Incentive). The combination of these figures is referred to as the government’s ‘total R&D investment’ (SRI Budget Tables) or ‘total government support of R&D’ (OECD).

The performer-based approach considers what funds were used by different sectors for R&D activities. The ABS determines the total R&D expenditure (GERD) by the business (BERD), government (GOVERD), higher education (HERD) and private non-profit (PNPERD) sectors in Australia.

As noted in the Frascati Manual, there are likely to be differences between the values calculated using these 2 different approaches for a range of reasons, including sampling difficulties and tracking/reporting differences.[15] As a result, it is not appropriate to directly compare funder-based and performer-based figures.

How is innovation measured?

First published in 1992, the OECD’s Oslo manual: guidelines for collecting, reporting and using data on innovation (Oslo Manual) is the equivalent to the Frascati Manual in the field of innovation measurement. The most recent edition of the Oslo Manual (the fourth edition published in 2018) defines innovation as:

An innovation is a new or improved product or process (or combination thereof) that differs significantly from the unit’s previous products or processes and that has been made available to potential users (product) or brought into use by the unit (process).[16]

The Oslo Manual notes that this definition relates to innovation as an outcome, but the term can also be used to describe a process. The manual uses the term ‘innovation activities’ to describe innovation-as-a-process, which it defines as ‘all developmental, financial and commercial activities undertaken by a firm that are intended to result in an innovation for the firm’.[17]

The Oslo Manual highlights 8 activities that firms can undertake in the pursuit of innovation:

  • R&D activities
  • engineering, design and other creative work activities
  • marketing and brand equity activities
  • intellectual property (IP) related activities
  • employee training activities
  • software development and database activities
  • activities relating to the acquisition or lease of tangible assets
  • innovation management activities.[18]

The Oslo Manual notes, however, that these activities can also be undertaken for reasons not related to innovation and highlights that the ‘measurement of expenditures on innovation activities other than R&D is an ongoing challenge’.[19] The manual recommends that national governments make use of business innovation surveys to collect data on business innovation (see Chapter 9). This data is collected in Australia by the ABS through the Business Characteristics Survey, which is discussed further below.

Another way to measure innovation is to construct innovation indicators, which aggregate data from a range of sources. Indicators can be useful for ‘exploratory analysis of innovation activities, for tracking innovation performance over time and for comparing the innovation performance of countries, regions, and industries’.[20] Innovation indicators include the Global Innovation Index and the ABS Innovation Index, both discussed below.

Key data sources

SRI Budget Tables

Australian Government R&D expenditure is reported each year in the SRI Budget Tables. This reporting extends back to 1979-80. In recent years, the SRI Budget Tables have been published both as an interactive dashboard and as a downloadable Excel spreadsheet. The most recent edition, providing data for the 2022–23 financial year, was published in April 2023.

The SRI Budget Tables use a funder-based approach to measuring government support for R&D, which involves ‘identifying all those Australia Government R&D-related programs and activities whose immediate sources of funding is a budgetary appropriation, and then measuring or estimating their R&D content’.[21]

The SRI Budget Tables use the Frascati Manual framework to report R&D spending. The investments reported include both R&D expenditure from departmental funds and R&D support from administered funds, as well as revenue foregone through the R&D Tax Incentive. The tables exclude expenditures where funding was not through an appropriation but sourced from another organisation. This means that funding sourced from the market or from another government agency is not included, reducing the risk of double counting.[22]

In addition to R&D expenditure, since 2018–19 the SRI Budget Tables have reported on non-R&D innovation expenditure. This is reported in the ‘Other SRI’ and the ‘KT & RC’ (knowledge transfer and research commercialisation) spreadsheet tabs.[23]

The SRI Budget Tables provide a range of useful information. Examples include:

  • funding information on R&D and innovation activities at the program or activity level (see the ‘R&D’, ‘Other SRI’, and ‘KT & RC’ tabs)
  • consolidated funding information for Australia’s major R&D programs or activities (those valued at over $100 million, such as the R&D Tax Incentive, the CSIRO, and the Research Training and Research Support programs); figures are provided in current and inflation‑adjusted prices (see the ‘Programs’ tab or page 4 of the dashboard)
  • figures for Australia’s GBARD and ‘total R&D investment’ (which includes GBARD and Industry R&D Tax Measures)
  • Australia’s total investment in R&D. To enable comparison across time, this figure is also presented in inflation‑adjusted prices and as a percentage of GDP and includes a historical dataset back to 1978–79 (see the ‘Sector’ tab).

ABS R&D expenditure data

The ABS R&D surveys provide data on R&D expenditure by business, government, higher education and private non-profit sectors.

Business expenditure on R&D (BERD) is obtained using the biennial Survey of Research and Experimental Development (R&D), Businesses. In addition to total funding figures, the survey also provides data on:

  • BERD as a proportion of GDP and as a proportion of gross state product (GSP) for each of the states and territories
  • BERD by location of expenditure
  • BERD by field of research and socio-economic objective
  • business human resources devoted to R&D.[24]

BERD data is also used as an input into the ABS Australian National Accounts expenditure item ‘Private; Gross Fixed Capital Formation – Intellectual property products – Research and development’ (described in further detail in Table 1).

Higher education expenditure on R&D (HERD) is obtained using the biennial Survey of Research and Experimental Development, Higher Education Organisations. In addition to total funding figures, the survey also provides data on:

  • HERD as a proportion of GDP and GSP
  • HERD by field of research
  • the funding split between pure basic research, strategic basic research, applied research, and experimental development
  • source of funding
  • higher education human resources devoted to R&D.

Government expenditure on R&D (GOVERD) is obtained using the Survey of Research and Experimental Development, Government and Private Non-Profit Organisations. In addition to total funding figures, the survey also provides data on:

  • GOVERD as a proportion of GDP and GSP
  • GOVERD by location of expenditure
  • GOVERD by field of research and socio-economic objective
  • funding sourced from the Australian Government and an aggregate of funding from the state and territory governments
  • government human resources devoted to R&D.

Private non-profit expenditure on R&D (PNPERD) is obtained using the same survey as the GOVERD figures referenced above. In addition to total funding figures, the survey also provides data on:

  • PNPERD as a proportion of GDP and GSP
  • PNPERD by location of expenditure
  • PNPERD by field of research and socio-economic objective
  • type of expenditure and source of funds
  • private non-profit human resources devoted to R&D.

Gross expenditure on R&D (GERD) is currently obtained using both the most recent BERD data and time series modelling to produce estimates for government, private non-profit and higher education sectors. Information is also presented as GERD as a proportion of GDP, using the most recent GDP values available. This figure is often discussed by stakeholders, with several science and research advocacy groups calling for Australia to adopt a target for GERD to reach 3% of GDP.

The methodology explanatory notes for each R&D survey listed in this section refer to the Frascati definition of R&D as quoted above.[25] For a more comprehensive definition, the ABS refers to the Frascati Manual and the Australian and New Zealand Standard Research Classification (ANZSRC), 2020. The ANZSRC is a set of classifications that allows the comparison of R&D data with other countries based on type of activity, fields of research and socio-economic objectives.[26] Originally developed in 2008 by the ABS and Statistics New Zealand (StatsNZ), the ANZSRC was updated in 2020 following a joint review by the ABS, the Australian Research Council, StatsNZ and the New Zealand Ministry of Business, Innovation and Employment.

OECD Main Science and Technology Indicators

The OECD Main Science and Technology Indicators website provides summary reports and access to tables which enable comparisons between countries based on different measures and in different years. Indicators of R&D expenditure are derived from the OECD Research and Development Statistics Database. The OECD Science, Technology and Innovation Scoreboard is a tool that allows users to generate charts of interest. Specific indicators that can be selected include:

  • GBARD as a percentage of GDP
  • total government support of R&D (GBARD plus tax incentives)
  • GERD, BERD, HERD, GOVERD and PNPERD as a percentage of GDP.

ABS innovation in Australian business data

The ABS collects innovation in Australian business data using the Business Characteristics Survey (BCS), which draws on the Oslo Manual. The BCS was recently redeveloped, taking into consideration recommendations from the 2018-19 Innovation Metrics Review. The BCS now comprises an Innovation module and a Digital Activities Module, with data to be collected in alternate years. The most recent release of data collected using the Innovation Module was in July 2022, for the 2020–21 financial year.

The ABS has described efforts to develop a composite indicator, the Innovation Index, using data collected in the BCS Innovation Module. Ratings for 3 separate innovation factors, ‘novelty of goods and services (products) or processes developed, management capability regarding innovation and collaboration activity related to innovation’, are combined to form a single Innovation Index measure. Each of the separate factors and the Innovation Index are given a rating of very high, high, medium or low.

Australian Innovation System Monitor

Monitoring and analysis of Australian innovation was provided in a series of Australian Innovation System Reports (published annually since 2010) and the subsequent interactive Australian Innovation System Monitor (last updated in October 2021). The ‘Quick Links’ tab of the Australian Innovation System Monitor provides a summary of key data sources and indicators used. Performance is discussed under the separate ‘Business Innovation’, ‘Entrepreneurship’, ‘Science and Research’, ‘Networks and Collaboration’, and ‘Skills and Capability’ tabs.

Global Innovation Index

Since 2012, the World Intellectual Property Organization has published the annual Global Innovation Index (GII). The 2023 edition of the GII included information on the innovation system of 132 countries. Each country is provided with an overall score and ranking, as well as a ranking in each of 2 sub-indexes, 7 pillars, and 80 indicators.[27]

Each country’s overall GII score is based on its average for the following 2 innovation sub‑indexes:

  • The innovation input sub-index, which measures ‘elements of the economy that enable and facilitate innovative activities’.[28] The input sub-index includes indicators measuring performance across the pillars of institutions, human capital and research, infrastructure, market sophistication, and business sophistication.[29]
  • The innovation output sub-index, which measures ‘the result of innovative activities within the economy’.[30] The output sub-index includes indicators measuring performance across the pillars of knowledge and technology outputs, and creative outputs.[31]

In the 2023 edition of the GII, Australia ranked 24th of the 132 countries listed. Australia ranked 16th on the innovation input sub-index and 30th on the innovation output sub-index.[32]

In addition to the annual global report, economy briefs for Australia and other countries included in the analysis can be downloaded from the Global Innovation Index 2023 website.

 


Table 1 Summary of R&D metrics

Metric (measurement method) Definition (quotes from Frascati Manual unless otherwise noted) Source

BERD: Business enterprise expenditure on R&D (performer‑based approach)

BERD ‘represents the component of GERD incurred by units belonging to the Business enterprise sector’ (p. 365).

The business enterprise sector comprises both private and public enterprises including:

  • all resident corporations, regardless of the residence of their shareholder, and all other types of enterprises (not only legally incorporated enterprises) set up to engage in market production for the financial benefit of their owners
  • ‘unincorporated branches of non-resident enterprises are deemed to be resident because they are engaged in production on the economic territory for a long-term basis’
  • non-profit resident enterprises offering goods or services to market. (p. 366)

BERD is calculated by the ABS.

BERD is reported to the OECD via the Research and Development Statistics and is available for international comparisons at the OECD’s Main Science and Technology Indicators (MSTI).

GBARD: Government budget allocations for R&D
(funder-based approach)

GBARD ‘encompasses all spending allocations met from sources of government revenue foreseen within the budget, such as taxation’ (p. 370).

GBARD does not include R&D financing by public corporations using funding raised in the market (p. 370). Also, it does not include tax relief to corporations for R&D.

The SRI Budget Tables note that although Frascati states that GBARD is intended to include all levels of government, the SRI Budget Tables do not include state and local government funding as that data is not available (see ‘About SRI’ tab).

As GBARD is a funder-based approach, it differs from performer-based approaches such as government financed GERD and GOVERD. Frascati outlines the differences between these metrics on pages 340–1.

GBARD is reported in the SRI Budget Tables.

GBARD is reported to the OECD via the Research and Development Statistics and is available for international comparisons at the OECD’s MSTI. Also included are international comparisons of total government support (GBARD plus tax credits), see Figure 3.

GERD: Gross expenditure on R&D (performer‑based approach)

GERD is the ‘total intramural expenditure on R&D performed in the national territory during a specific reference period’ and is the main statistic used to describe a country’s total R&D expenditure (p. 111).

GERD is an estimated figure based on calculated BERD, GOVERD, HERD and PNPERD values. GERD can also include ‘Rest of the world’ expenditure, which refers to domestically performed R&D funded from abroad (although this does not appear to be included in ABS data). GERD does not include domestic funding for R&D performed overseas (pp. 111, 298).

In addition to being reported as a total dollar figure, GERD is reported as a percentage of GDP to assist in international comparison.

GERD is calculated for Australia by the ABS. GERD is reported as part of the ABS BERD release.

GERD is reported to the OECD via the Research and Development Statistics and is available for international comparisons at the OECD’s MSTI.

GOVERD: Government expenditure on R&D (performer‑based approach)

GOVERD ‘represents the component of GERD incurred by units belonging to the Government sector’ (p. 371).

GOVERD includes federal, state, and local government sectors and non-profit institutions controlled by government units (p. 371). It does not include expenditure by higher education providers (HERD) or by government business enterprises (which would be included in BERD or in some cases HERD – see pp. 237–40). Also, GOVERD may not include work undertaken by consultants on behalf of government (p. 248).

GOVERD should not be confused with:

  • expenditure by the ‘public sector’ or ‘government financed GERD’ (see p. 252), which would include both public higher education providers and government business enterprise sector
  • GBARD (see entry above), which is a funder-based approach.

GOVERD is calculated for Australia by the ABS.

GOVERD is reported to the OECD via the Research and Development Statistics and is available for international comparisons at the OECD’s MSTI.

HERD: Higher education expenditure on R&D (performer‑based approach)

HERD ‘represents the component of GERD incurred by units belonging to the Higher education sector’ (p. 372).

This includes R&D spending by all enterprises that engage in tertiary education as well as research institutes that are under the control or administration of tertiary education providers. There are multiple complexities in identifying the proportion of university income devoted to R&D as opposed to education or administration, as discussed in Chapter 9 of Frascati.

HERD is calculated for Australia by the ABS.

HERD is reported to OECD via the Research and Development Statistics and is available for international comparisons at the OECD’s MSTI.

Intramural R&D expenditures

Intramural expenditures includes all ‘current expenditures plus gross fixed capital expenditures for R&D performed within a statistical unit during a specific period of time’ (p. 374).

Examples of statistical units could include businesses, higher education providers, or nations. Intramural expenditure includes all expenditure undertaken by the unit regardless of the source of funds; this differs from ‘internal expenditure’, which would not include R&D activities funded from an external source. The summing of intramural spending by units within a sector produces sector-based statistics (such as BERD or HERD), and the summation for all sectors produces GERD statistics.

 

PNPERD: Private and non-profit expenditure on R&D (performer‑based approach)

PNPERD ‘represents the component of GERD incurred by units belonging to the Private non-profit sector’ (p. 377).

This sector is comprised of ‘non-profit institutions serving households’. Examples can include charities, professional and learned societies, and non-government organisations. This sector is residual in nature, in that it includes non-profit organisations that cannot be included in HERD or BERD figures. See Chapter 10 of Frascati, particularly Table 10.1 (p. 289), for further information on the types of organisations included in PNPERD figures.

PNPERD is calculated for Australia by the ABS.

PNPERD is reported to OECD via the Research and Development Statistics and is available for international comparisons at the OECD’s MSTI.

Private gross fixed capital formation (intellectual property products – research and development)

This is an expenditure item reported in the Australian National Accounts

The ABS Concepts, sources and methods publication provides a comprehensive description of gross fixed capital formation of R&D, and explains how annual private gross fixed capital formation – intellectual property products amounts are determined. BERD data is identified as one of the inputs used in R&D expenditure estimate calculations (pp. 297–298).

The ABS Australian National Accounts: National Income, Expenditure and Product publication includes a time series spreadsheet, ‘Table 3. Expenditure on Gross Domestic Product (GDP), Current prices’, that contains quarterly ‘Private; Gross Fixed Capital Formation - Intellectual property products - Research and development’ figures dating back to 1959 (see ‘Data1’ tab, column BJ).

A similar time series spreadsheet, ‘Table 2. Expenditure on Gross Domestic Product (GDP)’, contains annual ‘Private, Gross Fixed Capital Formation - Intellectual property products – Research and development’ figures dating back to 1986 (see ‘Data1’ tab, column U).

Private gross fixed capital formation (intellectual property products – research and development) is calculated by the ABS.

Data on this metric is published in both the annual and quarterly National Accounts.



[1].    Australian Bureau of Statistics (ABS), Research and Experimental Development, Businesses, Australia, cat. no. 8104.0 (Canberra: ABS, 25 August 2023).

[2].    ABS, Research and Experimental Development, Businesses, Australia.

[3].    ABS, Research and Experimental Development, Higher Education Organisations, Australia, cat. no. 8111.0 (Canberra: ABS, 6 May 2022).

[4].    ABS, Research and Experimental Development, Government and Private Non-Profit Organisations, Australia, cat. no. 8109.0 (Canberra: ABS, 15 June 2022).

[5].    Department of Industry, Science and Resources (DISR), Science, research and innovation (SRI) budget tables 2022–23, (Canberra: DISR, 28 April 2023) (refer to Sector tab, Table 2 of the SRI Budget Tables spreadsheet, which can be downloaded from this website).

[6].    DISR, 2022–23 SRI Budget Tables – the downloadable SRI Budget spreadsheet contained the % of GDP calculations. SRI Budget Tables use the word investment instead of support.

[7].    World Intellectual Property Organization (WIPO), Global Innovation Index 2023: Innovation in the face of uncertainty, (Geneva: WIPO, 2023); WIPO, Australia, (Economy Brief From the Global Innovation Index 2023), (Geneva: WIPO, 2023), 1. The 2023 report and economy briefs are available from the ‘Global Innovation Index 2023’ webpage. The 2022 report and economy briefs are available from the ‘Global Innovation Index: Analysis‘ webpage.

[8].    This data can be accessed on the OECD STI Scoreboard Platform through the following menu structure from the platform's drop‑down filter: Explore by databases (or data families) / Research and Development (R&D)/ R&D performance by institutional sectors / Gross domestic expenditure on R&D / GERD as a percentage of GDP.

[9].    This data can be accessed on the OECD STI Scoreboard Platform through the following menu structure from the platform’s drop‑down filter: Explore by databases (or data families) / Research and Development (R&D)/ Government R&D Budgets/ GBARD in selected socio-economic objectives/ Total government support of R&D (GBARD plus tax incentives)/ Total government support (GBARD and tax credits) as a percentage of GDP.

[10]. Organisation for Economic Co-operation and Development (OECD), Frascati Manual 2015: Guidelines for Collecting and Reporting Data on Research and Experimental Development (The Measurement of Scientific, Technological and Innovation Activities), (Paris: OECD Publishing, 2015), 19.

[11]. OECD, Frascati Manual, 28.

[12]. OECD, 28.

[13]. OECD, 29.

[14]. OECD, 127.

[15]. OECD, 141–143.

[16]. OECD and Eurostat, Oslo Manual 2018: Guidelines for Collecting, Reporting and Using Data on Innovation, 4th Edition, (The Measurement of Scientific, Technological and Innovation Activities), (Paris: OECD Publishing / Luxembourg: Eurostat, 2018), 20.

[17]. OECD and Eurostat, Oslo Manual, 34.

[18]. OECD and Eurostat, 35.

[19]. OECD and Eurostat, 35.

[20]. OECD and Eurostat, 214.

[21]. DISR, 2022–23 SRI Budget Tables, see the ‘About SRI’ tab.

[22]. DISR, 2022–23 SRI Budget Tables, see the ‘Notes’ tab.

[23]. DISR, 2022–23 SRI Budget Tables, see the ‘Notes’ tab.

[24]. The metric used by the ABS to measure human resources devoted to R&D data is ‘person years of effort’ (PYE). PYE is defined as: ‘One person year of effort is equal to a full-time employee whose time is wholly devoted to R&D for a whole year’ (see ‘Person years of effort (PYE)’ under the ‘Glossary’ drop‑down heading).

[25]. ABS, Research and Experimental Development, Businesses, Australia methodology, (Canberra: ABS, 3 September 2021); ABS, Research and Experimental Development, Higher Education Organisations, Australia methodology, (Canberra: ABS, 6 May 2022); ABS, Research and Experimental Development, Government and Private Non-Profit Organisations, Australia methodology, (Canberra: ABS, 15 June 2022).

[26]. ABS, Australian and New Zealand Standard Research Classification (ANZSRC), cat. no. 1297.0 (Canberra: ABS, 30 June 2020).

[27]. WIPO, Global Innovation Index 2023, 77–78.

[28]. WIPO, 215.

[29]. WIPO, 77.

[30]. WIPO, 215.

[31]. WIPO, 77.

[32]. WIPO, 85.

 

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