- Economic dynamism, competition, and productivity
The opportunity for higher living standards
2.1To set the context for this inquiry, it is important to highlight the Committee’s concerns about the persistent decline in Australia’s productivity performance over the past two generations, and the troubling implications for the living standards of everyday Australians. Accordingly, the Committee considers boosting national productivity growth to be a key economic policy goal.
2.2It is in this light that the Committee has sought ideas to bolster Australia’s economic dynamism and to improve competition settings, which the Committee views as key components of the solution to restoring productivity to higher levels.
Productivity and why it matters
What is productivity?
2.3Productivity measures how efficiently firms, organisations, industry, and the economy as a whole convert inputs—such as labour, capital and raw materials—into output. Productivity is commonly defined as a ratio between the output volume and the volume of inputs. New products or improved products are also captured by productivity measures. Productivity does not reflect the value we put on what is produced; it only measures how efficiently we use resources.
2.4There are different measures of productivity and the choice between them depends either on the purpose of the productivity measurement and/or data availability. One of the most widely used measures of productivity is Gross Domestic Product (GDP) per hour worked. This measure captures the use of labour inputs better than just output per employee.
2.5To take account of the role of capital inputs, an appropriate measure is the flow of productive services that can be drawn from the cumulative stock of past investments (such as machinery and equipment).
2.6After computing the contributions of labour and capital to output, the so-called multi-factor productivity (MFP) can be derived. It measures the residual growth that cannot be explained by the rate of change in the services of labour, capital and intermediate investments, and is often interpreted as the contribution to economic growth made by factors such as technical and organisational innovation.
2.7Productivity growth is affected by a number of factors, including innovation and technological improvements, economies of scale and scope, workforce skills, management practices, competitive pressures and the stage of the business cycle.
2.8While, at the macroeconomic level, productivity is important to economic growth, it also makes a real difference to individual lives. According to the Productivity Commission, productivity has been the key driver of long-term improvements in living standards. The average Australian worker produces about as much in one hour today as it took a full day’s work to produce at Federation in 1901.
2.9Additionally, the Productivity Commission told the Committee that higher productivity tends to result in higher wages and reduced working hours.
2.10Productivity also contributes to positive social outcomes, for example in the care economy. As a key driver of revenue, productivity improves the nation’s capacity to finance social investments and, in the words of the e61 Institute, to respond to the society-shaping megatrends of the future, such as ‘decarbonisation, digitisation or globalisation’.
2.11Treasury advised that its policy work was informed by a ‘broad view of productivity, defined to include both market and non-market goods and services, which many Australians increasingly depend upon’.
2.12Additionally, productivity can assist in managing inflation—the Reserve Bank of Australia has told the Committee in a separate inquiry that weak productivity growth combined with higher aggregate demand adds to upward pressure on prices.
International examples of the transformative power of productivity
2.13Ample historical precedents demonstrate the transformative power of productivity in shaping national destinies through the efficient allocation of resources and innovation. The post-war economic resurgence of Japan is one. More recently, the remarkable economic transformation of China over the past thirty years has seen half its population escape poverty.
2.14Perhaps the most striking example of the effect of productivity growth is the Korean Peninsula. Emerging from their intense conflict of the early 1950s, both North and South Korea had per capita GDP levels amongst the lowest in the world. Over the following decades, South Korea experienced continuous high productivity growth to the extent that today, its citizens enjoy GDP per capita levels comparable to most OECD countries. By contrast, North Korea’s economic growth stagnated and today its people remain among the world’s most impoverished.
Australia’s declining productivity performance
2.15Disturbingly, productivity growth rates in Australia currently sit at 60-year lows – at 1.1 per cent over the 2010–2020 decade compared to the 60 year average of 1.8 per cent (since 1960)—as highlighted by the Productivity Commission in Figure 2.1. This is also particularly concerning in light of Australia’s rising dependency ratio which, as Australia’s population ages, will increasingly see relatively fewer workers support greater numbers of retirees.
Figure 2.1Average labour productivity by 10- and 60- year periods
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)
Source: Productivity Commission, ‘5-Year Productivity Inquiry: Volume 1 - Advancing Prosperity’, 17 March 2023, p. 2.
2.16Australia’s productivity slowdown has been broad-based—with other advanced economies experiencing lower 10- and 20-year productivity growth compared to their 30-year average.
2.17The ramifications of this productivity slowdown are far-reaching.
2.18First, the impact on national income to date has already been stark. According to the Productivity Commission, if Australia had sustained its 60-year average in productivity growth, national income per capita in 2020 would have been bolstered by an additional $4,600 (a 6 per cent increase).
2.19Looking ahead, the forecasts paint a bleak picture. If the economy persists on its current trajectory, Australians face a future where incomes would fall by close to 40 per cent, relative to what they would otherwise have been. Put another way, lifting productivity growth rates over the next 40 years from current historic lows back to the long-term average of 1.8 per cent would see Australians in 2060 better off by approximately $23,000 per capita each year, and working significantly reduced hours, according to Productivity Commission estimates (see Figure 2.2).
Figure 2.2The projected impact of slower productivity growth on income and leisure
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)
Source: Productivity Commission, ‘5-Year Productivity Inquiry: Volume 2 - Keys to Growth’, 17 March 2023, p. 29.
Productivity benefits of collaborative workplaces and good jobs
2.20Recent workplace relations reforms have sought to create better higher-wage jobs and more collaborative workplaces. This is based on theoretical and empirical research indicating that more collaborative workplaces yield benefits within workplaces and productivity gains across the economy.
2.21The OECD argues that co-ordination in wage bargaining and employee voice, such as through unions, is a key ingredient for good labour market performance including higher employment, inclusive labour markets and lower inequality. More collaborative workplaces can also contribute to ‘lower turnover and longer tenure [which] can reduce hiring and training costs and increase productivity’.
2.22We know that treating workers fairly isn’t mutually exclusive with a strong economy, and good business performance. Countries with higher proportions of workers covered by agreements with higher wages are also high productivity countries.
2.23Professor Alex Bryson at the University College of London found that employee voice helps improve worker engagement, helping companies to innovate and adopt more productive practices.
2.24Workers who are more satisfied are less likely to leave their jobs, which reduces employer costs on recruitment and re-training. This is important since firms find more innovative ideas from their own workers than from any other source.
2.25Some organisations claimed during the inquiry that recent workplace relations reforms would be bad for overall productivity. However, it is not clear that underpaying workers or requiring workers to be always contactable outside work hours is would enhance productivity. In fact, in some contexts, the ‘flexibility’ that some employers demand can undermine productivity. Less worker protections and rights can lead to employers intensifying work hours, paying workers less and stifling employee innovation. Unhappy, burnt-out workers increase staff turnover and costs to business in recruitment and retraining. Dissatisfied workers exhibit lower morale and effort, which lowers productivity.
2.26The Centre for Future Workfound that 71 per cent of workers surveyed worked outside their scheduled work hours often due to overwork or pressure from managers. This led to increased tiredness, stress or anxiety for around one-third of workers, disrupted personal lives for more than one-quarter, and lowered job motivation and satisfaction for around one-fifth. The Select Committee on Work and Care heard evidence in relation to the negative consequences of working outside scheduled hours for productivity, turnover, and mental and physical health.
2.27In an environment where businesses are focusing less on undercutting each other on wages and conditions to save costs, the emphasis will be more on working smarter, investing in new skills and new technologies. That can end up being a key driver of productivity.
Productivity is also driven more by non-workplace relations factors—many that businesses control
2.28Research shows that direct links between workplace relations policies and productivity growth is weak. However, if anything, productivity is lower in more individualised systems, rather than more worker-protective systems.
2.29Since the mid-2000s, productivity growth has slowed in Australia and other advanced economies. This is due to several factors, including reduced dynamism and competition among business (e.g. as manifested by higher rates of market concentration and less firm entry/exit), slower investment in and uptake of technological innovation, and shifts to a services industry economic base with a higher proportional labour input.
2.30Productivity is also driven more by factors controlled by businesses, such as investment in new machines and technologies, research and development, staff skills, and management capabilities. Tellingly, in the two years to mid-2021, 60 per cent of Australian businesses did not introduce a new process and almost 80 per cent did not introduce any significant new good or service.
Competition and economic dynamism
2.31Competition and economic dynamism are interrelated concepts and are both pivotal drivers of productivity. Competition and economic dynamism can encourage positive economic outcomes such as a higher rate of productivity growth—leading to higher wages and standards of living, new products and services and sustainability of government—as well as better consumer outcomes such as lower prices and better levels of service.
What is competition?
2.32Competition refers to a process of rivalry in a market where businesses seek to attract consumers for their own objectives, such as an increase in profit or to gain market share. This rivalry may occur in the form of price, service, efficiency, quality, or a combination of factors that consumers may value.
2.33In economics, competition refers to the number of firms in an industry and how they interact in seeking market share. In competitive environments, companies strive to differentiate themselves from rivals by offering superior products and services.
2.34In the view of the Productivity Commission, while competition is not an end in itself, it provides consumers with choice, incentivises innovation, and assists society to derive the greatest value from its scarce resources.
2.35Building on this, Treasury told the Committee that competition rewarded merit over special interests by supporting ‘new and innovative business practices over incumbents’ and by forcing ‘businesses to pass productivity gains forward to consumers as lower prices, or back as higher payments to attract the best workers or suppliers’.
2.36The Australian Competition and Consumer Commission (ACCC) told the Committee that in the absence of sufficient competition, ‘we get the problem of reduction of output, raising of prices, lower product quality and, at times, just lower choice’ as well as ‘a diminishing of convenience and a transfer [away] of wealth from consumers and smaller suppliers’.
2.37A key factor when assessing competition are the barriers to entry of a particular market or sector. Barriers can include high start-up costs, regulatory hurdles, or any other obstacles which prevent companies from easily entering a market. Barriers to entry protect incumbent firms from ‘contestability’—the threat of entry by new firms.
2.38Three key metrics are often used to assess the level of competition in an industry:
- Market share of the largest firms (concentration),
- Price mark-ups (the gap between price and marginal cost); and
- Firm entry/exit.
What is economic dynamism?
2.39There is no universally agreed definition of economic dynamism. It usually refers to the levels of competition, innovation, and creativity in an economy. A dynamic economy can quickly adapt to changes in demand and supply by reallocating resources such as labour and capital. The regulatory environment also plays a crucial role; excessive bureaucracy hinders dynamism while productivity-boosting regulations foster dynamism. A dynamic economy creates more jobs and helps power wage rises for workers.
2.40For the purposes of this report, the Committee will use a broad definition of dynamism as explained by the Productivity Commission:
Economic dynamism is concerned with the efficient adaptation to new demand and supply trends and re-organisation of resources (labour and capital) across the economy, supported by the creation of new knowledge and its rapid diffusion. The concept of dynamism recognises that new technologies are not seamlessly adopted throughout an economy, but will often require people to move and learn, investments in physical and intangible capital, new managerial models, and the death and emergence of businesses and business models. It gives prominence to the actions and capabilities of all firms and employees — not just the few technological leaders in an economy.
Innovation
2.41An important aspect of economic dynamism is the way the economy allows for or encourages innovation and a culture of risk taking. Innovation is often a vital mechanism through which new market entrants or disruptors can respond to incumbents’ exercise of market power. This, in turn, compels incumbents to improve the quality or pricing of their products and services.
2.42In the telecommunications sector, for example, when new operators introduced more affordable mobile plans with larger data allowances, established operators had to re-evaluate their pricing strategies and resource allocation to ensure their competitiveness. They invested in infrastructure to enhance network coverage and speed, streamlined operations to cut costs, and were more innovative in their service offerings.
2.43The creation of online platforms compelled traditional retailers to adapt to changing consumer preferences. This involved investing in their own online platforms, integrating technology into online experiences, and leveraging data analytics to gain a deeper understanding of consumer needs.
2.44In the financial services sector, many Australians and Australian businesses are by-passing the traditional payments and value storage systems offered by banks and major financial institutions. They are turning instead to digital payment products offered by emerging fintech companies, such as apps to enable international payment transfers or real-time account-to-account payments. These alternative payment products are a striking example of the efficiency and convenience for consumers that innovation can bring.
2.45According to the Australian Banking Association:
- More than 15.3 million cards were registered to mobile wallets in 2022, up from just over two million in 2018—a 760 per cent increase.
- 98.9 per cent of banking interactions take place via apps or online.
Regulation
2.46Another consideration is regulation, which can either enhance or reduce economic dynamism, depending on how it is applied. Proactive regulation that improves transparency in a market, for example, can reduce the asymmetric information advantage of incumbents relative to challenger firms or consumers seeking to switch to an alternative (asymmetric information occurs whenone party to a transaction has more, or superior, information comparedto another). On the other hand, regulation is potentially restrictive in four ways: by limiting the number or types of businesses in a market, by limiting the ability of businesses to compete, by reducing the incentive of businesses to compete, or by limiting the choices and information available to consumers.
2.47The Productivity Commission signalled the importance of the regulation of intellectual property in preserving innovation. Though patents arguably stifle competition, there is ‘an essential aspect to having at least a limited capacity to earn profits on your innovation. If all innovations end up having their benefits taken away immediately by any rivals, the incentives for innovation decline’.
2.48The financial technology industry outlined the regulatory challenges in its sector.
2.49On the one hand, regulators need to ensure appropriate protections regarding the security of customer data and its disclosure, and prudential measures around capital adequacy and liquidity to protect customer funds.
2.50On the other hand, it is critical that regulatory frameworks do not stifle innovation, and that they remain flexible enough to keep pace with the rapid evolution of technology and with overseas models. Block, the fintech company, for example, advocated for ‘outcomes-focused’ regulation:
So it’s having regulation that’s not focused on the process but is actually focused on the outcome that we want to achieve and having flexibility about how we get to that outcome so that you can have innovation around products. Otherwise, if we're regulating processes and creating compliance checklists, products start to look very similar and you don't get competition around product innovation.
Links between competition, dynamism, and productivity growth
2.51As noted earlier, there are clear links between competition and economic dynamism. The linkages can work both ways. More competition can boost dynamism as firms innovate to outdo each other.
2.52It is widely accepted by economists that economic dynamism can boost competitive tension and productivity growth—although sector-specific factors also play a significant role. The Productivity Commission highlighted the ‘dynamic benefit’ of competition, that the disruption caused by a new entrant to a market or by a new business model ‘ideally’ favours firms that are ‘…better at satisfying consumer wants’, a view echoed by the ACCC.
2.53An increase in the level of competition often leads to the emergence of new products and services, a phenomenon driven by the desire of firms to differentiate themselves from competitors and attract consumers.
2.54Through the process of ‘creative destruction’, new firms enter the market and introduce innovative products and ideas in an attempt to contest profits and capture market share.
2.55The openness of an economy (to international trade, to international investment and capital, to foreign labour etc) has implications for competition and dynamism in many sectors. Treasury pointed out that the ‘threat of import’, for example, can be a significant factor in incentivising competitive behaviour, even in a highly concentrated industry.
2.56More intense competition between companies generally leads to higher quality products and services. To facilitate a competitive environment, it is essential that consumers can easily switch to using other products and services. This could be through mechanisms such as comparison websites, reducing complexity by standardising definitions and harmonising information across sectors (e.g. adopting uniform definitions across insurance policies, ensuring consistent nutritional information on food packaging, or implementing universally recognised energy efficiency ratings) and proactive regulation by requiring, for example, financial institutions to inform customers about the potential benefits of switching (discussed further in Chapter 6).
2.57Competition also serves as a crucial disciplining mechanism with several positive outcomes for dynamism. It discourages rent-seeking behaviours, with companies instead encouraged to adopt strategies that enhance productivity to gain a competitive advantage. And competition spurs enhancements at the management level, with executives incentivised to eliminate inefficiencies in the production chain to ensure resources are utilised to their best potential.
2.58Ultimately, boosting competition and economic dynamism are key strategies for boosting long-term productivity growth.
2.59This was demonstrated by evidence from the e61 Institute regarding ‘allocative efficiency’, a situation where higher levels of competition and economic dynamism result in greater market entry by innovative firms, increased levels of employment growth in high productivity firms, and higher rates of exit in low productivity firms:
…new firms bring new ideas, intensify competition and encourage incumbents to invest and adopt new technologies. More generally, this promotes a competitive environment that fosters the reallocation of scarce resources to most productive uses.
The impact of artificial intelligence
2.60Witnesses across the board viewed artificial intelligence (AI) as providing both significant opportunities for, and threats to, economic dynamism and competition. Witnesses also voiced concerns about whether Australia was properly positioned to take advantage of the technology. Either way, AI cannot be ignored, so the challenge for Australian firms is to harness it in a safe way, enabled by effective regulation.
2.61Representing the technology sector, the Tech Council of Australia told the Committee that it’s ‘never been more important to…remove barriers to tech adoption given the important role that it plays in driving productivity, dynamism and competition’. The Council emphasised the vital role of ‘start-ups and scale-ups’ in ‘generating new sources of competition and innovation, including in new tech verticals such as AI, quantum and robotics’.
2.62The Tech Council and the Australian Government have a shared goal of employing 1.2 million tech workers by 2030, which will require an additional 653,000 individuals to join the workforce in the next seven years—an additional 186,000 tech workers above business-as-usual projections.
2.63Banks are cognisant of the potential productivity dividend from using AI.
2.64National Australia Bank (NAB) commented that data interrogation provided new behavioural insights into customers and improved predictive capability in assessing creditworthiness.
2.65Both Heritage Bank and Bendigo & Adelaide Bank told the Committee that AI could reduce operating costs.
2.66Westpac highlighted the opportunities for small businesses to leverage AI to grow, provided they could master the technology.
2.67However, firms were cautious about the risks of using AI and the governance structures required to oversee AI.
2.68NAB noted the critical importance of protecting customer data. It also stressed the work it was doing to ensure the technology could be used while preserving key principles such as transparency and accountability.
It's really important that, when we build models and run models, we understand how those models work and how they arrive at decisions. So we have separate teams that actually review and challenge—or, what we call, validate—our models…
What models will help us do is give us some really strong insight, and that insight will continue to evolve with the better use of data and more access to data. But, fundamentally, we have to be responsible in the way we use that information and the way we use it in reaching our decisions. We can't abrogate all the decisions to models on their own, and we don't.
AI net effect on competition
2.69There remains no clear view about the fixed costs of managing and harnessing AI, its effects on market entry, and whether AI will result in a net positive or negative for competition. Several witnesses were particularly concerned over Australia’s capacity to be internationally competitive in the AI field.
2.70The Productivity Commission highlighted that Australia ranked poorly on data analytics and AI—‘fourth from the bottom of OECD countries’. The Commission noted that Australia was very good at producing data, less so at using it. It had heard from industry that the key reasons for this poor performance were low internet speeds, skills deficiencies, and an associated lack of diffusion of knowledge and take-up of AI across the small business sector.
2.71Echoing this concern, the Grattan Institute added that a significant impediment to AI adoption in Australia was ‘barriers around the quality and management of Australian firms’ and that improving the nation’s skilled migration settings could assist in tackling this.
2.72Google said that regarding accessing AI and the ability to use its products, there were low barriers to entry for firms in the Australian technology sector.
…we would say that, if you're looking at different industries in Australia and globally, the tech sector is one where all of the hallmarks and elements of a fiercely competitive sector are there…We see the emergence of AI and, each day, a number of different players emerging into that market. As I've said, there are low barriers to entry. There are low costs, relatively, for consumers and businesses to use our products.
2.73By contrast, Westpac said that the digital economy ‘tends to drive us towards a winner-takes-all type of position’ and that it was challenging for small businesses to ‘keep up in areas where technological scale is really important’.
2.74As AI becomes integrated into the production of goods and services it will become an important source of competitive advantage.
2.75As a factor of production, AI may exhibit some characteristics that reduce competition. Compared to other factors of production, such as human, physical and financial capital, AI may be less transferrable across firm boundaries. Traditionally, competition is fostered in industries when workers leave to start competing companies, or when new firms emerge in different geographies, or when investors seek to mimic a successful innovator.
2.76But AI is less transferrable across firms. It can’t be poached, like a good worker. It isn’t fungible like investment dollars. It isn’t necessarily limited by geographic boundaries. And AI, unlike other factors of production, is able to innovate on itself.
2.77AI may be less amenable to competition than traditional factors of production. As AI becomes a more important ingredient in production processes across the economy, it could entrench the power of incumbent firms.
2.78On the effects of AI on scale and the requirements for entering—or remaining in—the market, Bendigo & Adelaide Bank told the Committee that organisations need to recruit people with the requisite skills to implement and manage the ‘risk side’ of AI ‘because it can be a bigger cost in itself’.
2.79Shift Financial, a digital credit and payments platform provider, told the Committee that to be competitive it needed to be at the ‘cutting edge’ of AI, but that recruiting skilled labour was ‘relatively difficult’ and often needed to be sourced from overseas.
Regulating AI
2.80Witnesses held mixed views about a suitable regulatory approach to the swift development of AI and Australian industry’s preparedness for it.
2.81Microsoft told the Committee that government needed to partner with industry in developing regulation, and that the future regulatory path was likely to require a mix of experimentation and self-regulation. For these reasons it supported a ‘regulatory sandbox’ approach.
So there is risk in regulating what we know today because it will be out of date, if not tomorrow, then by next week. There is a way to look at it around adopting principles, self-regulation, co-regulation and steps along the path until we find out where that spot is…The biggest risk is that, if government feels that it has to come up with the solution on its own, that will probably not be workable. I think the sandbox idea makes sense, and we'd be supportive of that.
2.82Former Productivity Commission Chair Mr Peter Harris cautioned the Committee to treat with scepticism arguments for AI regulation put forward by those with an interest in raising barriers to market entry.
And I note that there's great capacity to exaggerate the impacts here. We hear that AI is going to be massively disruptive and therefore needs to be regulated. I note that most of the people who are calling for regulation are the incumbents who've managed to solve the problem, and you could argue that of course regulation then becomes a barrier to somebody else being able to replicate their service and compete with them. So, I'd always be a little more sceptical about claims that everything is massively disruptive.
2.83On related ethical matters—such as managing the risk of AI tools reinforcing existing human biases and thus leading to unfair outcomes in, for example, insurance underwriting—the Australian Prudential Regulatory Authority (APRA) advised that the financial industry was alert to such questions ‘…but it’s obviously going to be a rapidly evolving space’.
2.84In January 2024, the Government announced that it would take action to ensure AI is safe and responsible. In its interim response to the Safe and Responsible AI in Australia consultation, the Government said it was considering mandatory guardrails for AI development and deployment in high-risk settings, whether through changes to existing laws or the creation of new AI-specific laws.
The impact of inflation
2.85There was no clear evidence about the effect on competition of the higher inflationary environment that Australia has endured in recent times. However, several witnesses expressed the view that in certain circumstances a concentrated market would intensify the effects of (rather than be the primary cause of) inflation.
2.86Professors Flavio Menezes and John Quiggin pointed the Committee to their research, which shows that ‘to the extent that market power amplifies the inflationary impact of market power it doesn’t cause inflation but amplifies the price increase following a market shock’.
Our analysis shows that with standard models of competition; oligopolies, such as Cournot models; or competition in supply schedules, this is quite a robust result—that demand inflation will be amplified by market concentration.
2.87The ACCC told the Committee that given recent inflation had been caused by ‘a mix of real and nominal shocks’, it was difficult to assess its relationship with competition.
If shocks were purely nominal, then you might be able to say that firms with market power could find it easier to raise prices by more than costs, because of the camouflage provided by the high rate of general price increases, but if shocks are mainly real shocks, like supply chain disruptions or labour shortages in particular industries, then even firms that behave competitively or operate in competitive markets might raise their prices and markups to ration demand, at least until those shocks are resolved. So at a general level it might be hard to make a judgement on this question except in hindsight.
2.88Former ACCC chair Professor Rod Sims said that in a market with a small number of firms, each was watching the other and that ’when there’s an opportunity to increase prices in a way that is explainable, I think they are more likely to do that’. He caveated this by adding that he did not possess any quantifying data.
2.89In his February 2024 inquiry into price gouging and unfair pricing practices, another former ACCC Chair, Professor Allan Fels, noted the following:
Prices in Australia are often too high reflecting the many markets where there is less than fully effective competition.
Not only are many consumers overcharged continuously but ‘profit push’ pricing has added significantly to inflation in recent times.
…
This report concludes that business pricing has added significantly to inflation in recent times.
‘Profit push’ or ‘sellers inflation’ has occurred against a background of high corporate concentration and is reflected in the surge of corporate profits and the rise in the profit share of Gross Domestic Product. There is much support for the view that prices have added much to inflation. This is to be found in research from OECD, IMF, BIS, European Commission, European Central Bank, US Federal Reserve Bank, Bank of England and many think tanks globally and locally and many detailed research studies. Claims that the rise in profit share in Australia as explained by mining do not hold up. The profits share excluding mining has risen and energy and other prices associated with mining have been a very significant contributor to Australian inflation.
2.90The Productivity Commission, by contrast, firmly rejected the notion of greedflation’—that firms with market power were using inflation to mask unfair price mark-ups over costs to increase profits. For such firms, an inflationary environment did not provide new opportunities for ‘sustained exploitation of market power’, as they can already use that power at any time.
…the greedflation thesis seems to have been quickly overtaken by the facts. Australia's annual inflation rate appears to have peaked at 7.8 per cent and has now declined to six per cent. Company profits declined by 13.1 per cent in the June 2023 quarter and fell by 11.8 per cent over the year to June. Some might ask, 'If there is greedflation, why were firms apparently greedy up until recently but have now suddenly stopped being greedy?'