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8121. Antitrust issues raised by answer engines

Author:
Christophe Carugati
Publication Date:
06-2023
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
Rapid development of generative artificial intelligence chatbots like ChatGPT is leading search engine providers to move from search to answer engines. Unlike search engines, which provide search results in the form of blue links to content creators, answer engines generate personalised answers through a conversation with end users. This revolution impacts the internet ecosystem of content creators and the digital advertising market. This paper outlines some early antitrust issues related to answer engines, from the transition from search to answer engines (sections 2 and 3) and the response competition authorities should adopt (section 4). It finds that search and answer engines complement and compete with each other. While the answer-engine market is still at an early stage of development, it already raises some competition issues in relation to data scraping, vertical integration and unfair terms and conditions. Intervention by competition authorities is more likely than not to prevent market power in this new market. In this regard, competition authorities should act to preserve dynamic competition and minimise adverse effects on content creators. Finally, the paper concludes with several research questions for future research (section 5).
Topic:
Science and Technology, Governance, European Union, Digital Economy, Innovation, Artificial Intelligence, and Competition
Political Geography:
Europe

8122. A new measure of aggregate trade restrictions: cyclical drivers and macro effects

Author:
Julia Estefania-Flores, Davide Furceri, Swarnali A. Hannan, Jonathan Ostry, and Andrew K. Rose
Publication Date:
06-2023
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
This paper presents a new measure of aggregate trade restrictions (MATR) using data from the International Monetary Fund’s Annual Report on Exchange Arrangements and Exchange Restrictions. MATR is strongly correlated with existing measures of trade restrictiveness but is more comprehensive in terms of country and time coverage. It is available for an unbalanced sample of up to 157 countries during 1949-2019. We use MATR to re-examine how trade restrictiveness varies with the business cycle, and how the macroeconomy looks in the aftermath of changes in trade restrictiveness. For the sample as a whole, MATR is typically a-cyclical but this average finding is heterogeneous across income groups: aggregate trade restrictions are a-cyclical in advanced economies but are counter-cyclical in emerging market and developing economies, especially in response to increases in unemployment. As to macroeconomic effects, increases in MATR are robustly associated with declines in GDP and in labour productivity (as well as being adverse for a range of other macroeconomic indicators).
Topic:
Industrial Policy, Economy, Multilateralism, and Trade Policy
Political Geography:
Global Focus

8123. Employer perspectives on employee work location: collaboration, culture and control

Author:
Diane Mulcahy and Tatiana Andreeva
Publication Date:
05-2023
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
This paper discusses employers’ experience of working fully remotely during the pandemic, and their approaches to returning to the office following the pandemic. We chose to focus on the point of view of the employer since it is relatively less explored; much more is available and written on the views and opinions of employees about remote work and return to office. To understand the employer’s perspective, we reviewed existing research evidence, and carried out eleven structured interviews with corporate leaders about their experiences with remote, in-office and hybrid work. Our literature review suggests that remote work does not have negative effects on performance. Similarly, the small sample of employers we interviewed experienced very strong company and employee performance while operating their businesses fully remotely. All employers we interviewed are implementing a hybrid return-to-office policy, although the specifics of the policies are different for each company. No employer was returning to full in-office work. We focused our literature review and interviews on the impact of remote work on employee collaboration, firm culture and manager control, which we call ‘the 3 Cs’. We found that leaders maintain a belief that employee collaboration is negatively impacted by remote work, but the evidence to support this assumption is mixed. Firm culture is often cited by employers as an important rationale for bringing employees back to the office, but the research evidence and our interviewees suggest that the notion of culture is vague and the idea that better culture is supported by in-office work is not supported by any data. Finally, the shift to remote work caused corporate leaders and front-line managers to worry about effectively managing employees they couldn’t see every day. We found that companies did not widely begin implementing employee monitoring systems in lieu of onsite management. Our interviews suggest that much learning remains to transition managers and leaders to effectively managing remote or hybrid employees and teams.
Topic:
Science and Technology, Employment, Innovation, Labor Market, and Remote Work
Political Geography:
Global Focus

8124. Global trends in countries‘ perceptions of the Belt and Road Initiative

Author:
Alicia Garcia-Herrero and Robin Schindowski
Publication Date:
04-2023
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
Drawing on global media reports, we conduct a sentiment analysis of the image of China’s Belt and Road Initiative (BRI) and the evolution of its image over time. Our main finding is that perceptions of the initiative deteriorated significantly in many geographies from 2017 to 2022. The notable exception is in sub-Saharan Africa where the BRI’s image remains positive, even if slightly less so than in the past. This is notwithstanding increases in debt levels with China, much of which now face potential restructuring. Furthermore, we find significant inter- and intra-regional differences in the average sentiment towards China’s landmark project, as well as a much worse image of the initiative in countries which, until today, are not part of the BRI. Finally, we focus on the European Union, Africa and China’s immediate neighbourhood to better understand the complexities behind the perceived benefits and challenges associated with China’s Belt and Road Initiative.
Topic:
Bilateral Relations, European Union, Geopolitics, Economy, and Trade
Political Geography:
China, Europe, and Asia

8125. Artificial intelligence adoption in the public sector: a case study

Author:
Laura Nurski
Publication Date:
03-2023
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
This case study illustrates the drivers of and barriers to artificial intelligence adoption by organisations, and acceptance of AI by workers in the public sector. Several factors were crucial in the successful adoption of a human-centred approach to AI, including a fast discovery phase that involved workers (or end users) in the development early on, and aligning human resources, information technology and business processes. Subsidy support mechanisms were also specifically targeted and acquired to support the adoption. However, making AI support available to workers proved insufficient to ensure its widespread usage throughout the organisation. The slow adaptation of existing work processes and legacy IT systems was a barrier to the optimal usage of the technology. Moreover, the usefulness of the technology depended on both the task routineness and worker experience, thereby necessitating a rethinking of the work division between technology and workers, and between junior and senior workers. Successful human-centred roll-out of AI in Europe will therefore depend on the availability of, or investments in, complementary intangible organisational capital. Very little is currently known about these investments.
Topic:
Digital Economy, Economic Growth, Public Sector, Innovation, Artificial Intelligence, Inclusion, and Work
Political Geography:
Global Focus

8126. The hidden inequalities of digitalisation in the post-pandemic context

Author:
Cristiano Cadagnone and Maria Savona
Publication Date:
01-2023
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
Digitalisation has a ‘hidden’ impact on employment, particularly on the invisible conditions of some jobs, as perceived by workers, that are relatively less explored in the literature and that could represent a substantial social cost, particularly in the aftermath of the financial crisis and the COVID-19 pandemic. We start by summarising a few main challenges of digitalisation, with a focus on the additional challenges brought about by the pandemic, the rise of platforms and alternative work arrangements, and the current attempts to regulate these. We then discuss the hidden aspects of inequality linked to the unmeasured side effects of digitalisation. Mental health in particular should be taken into account, particularly in the post-pandemic context, which has led to a significant amount of working from home. Also, the reduction of tasks previously done in the workplace in favour of remote working might limit social interactions, creativity and innovation potential. We conclude by suggesting areas for policy interventions.
Topic:
Labor Issues, Economy, Automation, and COVID-19
Political Geography:
Europe and Global Focus

8127. Pro- and anti-competitive provisions in the proposed European Union Data Act

Author:
Bertin Martens
Publication Date:
01-2023
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
The proposed European Union Data Act gives users access and portability rights to the data generated by their use of tangible digital products and devices. This pro-competitive measure weakens the de-facto monopolistic control product manufacturers have over product data. However, the Data Act would also grant manufacturers a de-jure right to monopolistic pricing of data transfers to third-party service providers, restoring their control over data markets. Other anti-competitive provisions include restrictions on the use of data for competition purposes and a prohibition on transfering data to platforms identified as gatekeepers under the EU Digital Markets Act. Unnecessarily fuzzy definitions of products and data that fall under the Data Act would create uncertainty in implementation and incoherence with other EU data regulations. The Data Act should be simplified by dropping anti-competitive provisions and granting users and third-parties selected by users free access to all data generated by the use of a product or a service. This would increase competition in data-driven services and prevent users paying twice for their data. It would not disincentivise producers from investing in data-driven products and services. A further step could be the creation of a level playing field between producers and users in data-access rights. This can be achieved by introducing the principle of mutual exhaustion of data rights at point of sale. This would put all data co-generating parties in a position to generate economies of scale and scope in data aggregation, or data-driven externalities, to maximise innovation.
Topic:
Markets, Governance, European Union, and Digital Economy
Political Geography:
Europe

8128. The EU can manage without Russian liquified natural gas

Author:
Ben McWilliams, Giovanni Sgaravatti, Simone Tagliapietra, and Georg Zachmann
Publication Date:
06-2023
Content Type:
Policy Brief
Institution:
Bruegel
Abstract:
The European Union has committed to eliminate all Russian fossil-fuel imports by 2027. Progress has been made, with sanctions on oil and coal already introduced. The glaring exception is natural gas, on which the EU has so far refrained from imposing limitations, owing to greater dependence on Russia. Nevertheless, pipeline gas imports have fallen by four-fifths following Russia’s weaponisation of gas supplies. However, Russia’s exports of liquified natural gas (LNG) to the EU have increased since the invasion of Ukraine. The EU needs a coherent strategy for these LNG imports. Our analysis shows that the EU can manage without Russian LNG. Anticipated impacts are not comparable to those felt in 2022 as Russian pipeline gas dried up. The regional impact would be most significant for the Iberian Peninsula, which has the highest share of Russian LNG in total gas supply. Meanwhile, the global LNG market is tight, and we anticipate that Russia would find new buyers for cargos that no longer enter Europe. We discuss the options available to the EU. Wait-and-see implies delaying any action until 2027, while soft sanctions would discourage additional purchases but not break long-term contracts. We argue instead for an EU embargo on Russian LNG, to reduce exposure to an unreliable and adversarial entity, and to limit the extent to which EU consumers fund the Russian state. The embargo may be designed to allow purchases only if they are coordinated via the EU’s Energy Platform, with limited volumes and below market prices. This could be accompanied by the implementation of a price cap on Russian LNG cargos that use EU or G7 trans-shipment, insurance or shipping services.
Topic:
European Union, Gas, Energy, and Green Economy
Political Geography:
Russia and Europe

8129. Rebooting the European Union’s Net Zero Industry Act

Author:
Simone Tagliapietra, Reinhilde Veugelers, and Jeromin Zettelmeyer
Publication Date:
06-2023
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
In March 2023, the European Commission published a legislative proposal for an EU response to the US Inflation Reduction Act: the Net Zero Industry Act (NZIA). It is an unconvincing policy proposal, both for what is in it and for what is not in it. The proposal has five problematic aspects. First, it takes a top-down approach, in which specific technologies are selected for preferential treatment. Preferable would be a technology-neutral approach open to all current and future technologies that help tackle the net-zero challenge. Second, its blanket 40 percent self-sufficiency benchmark for EU domestic cleantech manufacturing by 2030 sends a protectionist signal, is poorly defined and does not reflect the differences in EU capacity in the cleantech sector. Third, it relies on the acceleration of permitting procedures as the main policy instrument, although this is not the main obstacle to cleantech investment in the EU. Fourth, it proposes more strategic use of public procurement. While this is an objective to be supported, the specific proposals are likely to be ineffective because of the way they are designed. Fifth and not least, the NZIA would lack a governance structure that would ensure effective implementation. In addition, the NZIA does not tackle three critical issues. It does not address investment obstacles related to failures of the single market. It does not tackle the coordination problem at the core of developing an EU green industrial policy. Finally, it does not develop an EU-level funding strategy, but rather relies on state aid, with the related risk of fragmentation. The European Parliament and EU countries in the Council of the EU should reboot the proposal and refocus its objectives, sharpening its limited instruments, improving its governance, and adding financial incentives to ensure implementation. In parallel, the EU should develop a broader green industrial policy strategy that leverages the single market in a credible manner, building a solid new governance framework and a new EU-level funding approach.
Topic:
Climate Change, Industrial Policy, Governance, European Union, Trade Policy, and Industry
Political Geography:
Europe

8130. Can Chinese growth defy gravity?

Author:
Alicia Garcia-Herrero
Publication Date:
06-2023
Content Type:
Policy Brief
Institution:
Bruegel
Abstract:
Chinese growth, astounding since the beginning of the reform era, has slowed in the last decade. We offer a baseline estimate (based on the current trend) of China’s medium-term growth rate, which we project to fall to 2.4 percent by 2035. Several factors create uncertainty around this baseline. China’s rapid aging is already incorporated into our long-term growth scenario, but its impact on growth will depend on how China’s remaining urbanisation process spreads over time, how the shrinking labour supply affects labour productivity and whether the decline in total factor productivity growth, reflecting the lack of reform during the last decade and possibly the rising role of the state, can be reversed. Investment in China, for decades the largest factor in China’s growth, is expected to contribute less to growth given the increasingly low return on assets, particularly on state-led investment. The rapid piling up of public debt is also becoming a heavy burden for the Chinese economy. Finally, the COVID-19 pandemic may have left significant scarring effects, such as structurally high youth unemployment and low investment confidence. On the upside for China, the rise in human capital and research and development expenditure may support innovation and growth, but the magnitude of this effect is uncertain, because it is unclear if higher innovation will translate into higher total factor productivity, and because of the United States’s push to contain China technologically.
Topic:
Industrial Policy, European Union, Economic Growth, and COVID-19
Political Geography:
China, Europe, and Asia