EUROPEAN COMMISSION Brussels, 23.5.2022 SWD(2022) 612 final COMMISSION STAFF WORKING DOCUMENT 2022 Country Report – France Accompanying the document Recommendation for a COUNCIL RECOMMENDATION on the 2022 National Reform Programme of France {COM(2022) 612 final} - {SWD(2022) 640 final}



Economic and employment snapshot The French economy bounced back thanks to an effective crisis response… France’s economy was experiencing a significant upturn before the COVID-19 crisis. After several years of moderate growth, GDP accelerated in 2017-2019 and grew by more than 2% on an annual average, thus reaching the euro area average. The labour market situation had improved rapidly, with the unemployment rate falling from 10.1% in 2016 to 8.4% in 2019. The COVID-19 crisis abruptly interrupted this dynamic, causing GDP to fall by 7.9% in 2020. The impact was especially severe for high contact services, notably tourism, but also for transport and construction. While all demand components declined, exports were the most affected, due in particular to the magnitude of the shock to the flagship aeronautics industry. However, large public support schemes significantly cushioned the shock to the private sector, and activity bounced back strongly in 2021. Real GDP growth reached 7% in 2021 and economic activity surpassed its pre-crisis level already in the fourth quarter of 2021, exceeding the level of the end of 2019 by 1%. Apart from external trade, all demand components returned to pre-crisis levels. Graph 1.1: GDP growth and unemployment rate for France and the euro area Source: European Commission Several factors are still weighing on growth, but are not expected to stop the sustained economic recovery. France is facing supply constraints in industry and high inflation but the relatively small share of its industry in total GDP and the regulated retail energy prices should help limit the impact of these negative factors. Activity is thus forecast to increase by 3.1% and by 1.8% in 2022 and 2023 respectively. In particular, foreign trade is set to recover as a result of the rebound in tourism and aeronautical deliveries. Labour market developments are also positive, leading to higher employment. Employment surpassed its pre-crisis level in the second half of 2021. The partial employment scheme helped mitigate the impact of the crisis. Job creation is set to continue as the economy grows, although much more slowly. The situation of young people on the labour market is improving, as the rate of young people not in education, employment or training (NEET) was lower than its pre-crisis level in Q4-2021. Labour shortages and skill mismatches remain important issues. Labour shortages, already high before the crisis, are on the rise again as the recovery takes hold. Employers are reporting the lack of adequately trained workers as one of the main barriers to recruitment, in particular in industry, construction, information and communication, energy, water and waste, education and health (). … but the COVID-19 crisis impacted trade and counter-measures further deteriorated public finances Despite the overall economic recovery, exports remain subdued. Competitiveness showed signs of improvement before the COVID-19 crisis, notably because of fiscal measures to reduce labour costs (e.g. tax credit for competitiveness and employment, ’CICE’). But exports declined more than Europe's average, partly due to unfavourable sectoral exposure to the COVID-19 crisis, including for aviation and, to a lesser extent, tourism. Public debt increased significantly due to the need to introduce support schemes to contain the effects of the COVID-19 pandemic. Before the pandemic, public debt in France was already high (97.4% of GDP in 2019), due to prolonged high structural deficits and a lack of sufficient fiscal consolidation in previous years. The sharp fall in economic activity following the pandemic led to a decrease in tax revenues. In combination with the significant fiscal measures deployed by the government, it pushed the general government deficit to 8.9% of GDP, while public debt rose by almost 20 percentage points (pps), to 114.6% of GDP in 2020. Fiscal emergency measures, however, proved to be very effective to help buffer the impact of the crisis. These measures were mainly aimed at sustaining employment and wage income via partial unemployment schemes and subsidies to businesses, especially small and medium-sized enterprises (SMEs), and independent workers under a dedicated fund. Graph 1.2: Export market shares since 2004 Source: European Commission

Despite improvements in 2021 and in the short term, general government debt will remain high in the medium term. The sound economic rebound in 2021 and the dynamism of tax revenues resulted in the general government balance improving to 6.5% of GDP in 2021, and public debt falling to 112.9% of GDP. However, at 59.2% in 2021, the public expenditure-to-GDP ratio is the highest in the EU. Medium projections by the Commission show that public debt is set to remain around 110% of GDP by 2030. According to the Commission’s methodology, these projections confirm that the country faces high fiscal sustainability challenges in the medium term, mainly due to the projected high structural deficits and the high level of public debt. The coexistence of high public and private debt is a source of vulnerability. The existing upward trend in private debt was accentuated by the crisis. Private debt was above 174% of GDP in 2020, with both household and non-financial corporation debt exceeding their prudential thresholds. While there is no visible risk of a wave of corporate bankruptcies, high private debt represents a source of vulnerability. The financial sector remains resilient and financing conditions continue to be favourable. Overall, the banking sector’s solvency has remained sound over 2021 (see Annex 16), but risks stemming from high public debt are compounded by high private leverage since they limit the ability to respond to possible negative shocks. Macroeconomic imbalances are occurring against the background of a slow productivity growth trend. Over 2012-2019, the average annual growth of the total factor productivity stood at 0.4%, against 0.6% in the euro area. Safeguarding investment in R&D expenditure to reverse a decline in labour productivity following COVID-19 restrictions imposed in 2020 and 2021 will be key to improving competitiveness and sustainability of private and public debts. France has limited exposure to the fallout of the Russian invasion of Ukraine France’s imports of fossil fuels from Russia are limited. With a sizeable share of nuclear energy, the French energy mix is less reliant on fossil fuels than other EU Member States. Most of its gas imports come from Norway, Russia and Algeria, where Russia represented 17% of all gas imports in 2020 (). France is also relatively protected against a shock to non-energy trade with Russia, despite some sectoral vulnerabilities. The French value added embodied in total exports to Russia represents only 0.3% of GDP. However, some industrial sectors could be significantly impacted in case of supply disruptions of key components from Russia and to a lesser extent Ukraine. It is in particular the case of aeronautics (dependent on titanium from Russia), the automotive sector (palladium) and the aluminium industry (alumina). Indirect negative impacts could also stem from spill-overs from the EU economies and deteriorated confidence. On 16 March 2022, the government presented a resilience plan to mitigate the economic effects in France of Russia’s invasion of Ukraine. The plan aims to support the industrial sectors and businesses most exposed to supply disruptions and increases in energy prices, as well as sectors and businesses particularly impacted by trade restrictions to Russia. Beyond several measures with no direct budgetary impact, the plan includes direct subsidies to energy-intensive enterprises for about EUR 3 billion, depending on price assumptions, to cover part of the extra spending on electricity and gas. Other specific measures undertaken or planned concern sectors such as agriculture, fishery, construction, transport and exporting companies. The plan also includes a temporary rebate on fuel prices at petrol stations benefitting all households, in addition to businesses in general. These measures complement those already adopted in autumn 2021 to counter the impact of high energy price inflation, such as the cap on gas and electricity prices until the end of 2022 and energy cheques handed out to low income households. In total, measures to mitigate the impact of soaring energy prices are estimated at around EUR 26 billion. A recovery committed to competitive sustainability France is committed to fighting climate change and making its economy sustainable, but implementation is lagging behind. France has developed governance structures and legislative tools to steer its green transition such as the national low carbon strategy and the multiannual energy programme. It aims to achieve carbon neutrality by 2050, in line with the EU’s commitments (). The climate and resilience law, partly based on proposals by citizens, provides for measures for climate adaptation and to reduce emissions by 2030. However, France is not on track to meet its 2030 renewable energy objective, with the share of renewable energy sources in gross final energy consumption almost 4 pps below target in 2020. Nor is it on track to meet its 2030 target for greenhouse gases emissions reductions in sectors not covered by the EU Emissions Trading System (ETS) (), such as transport, buildings or agriculture. France is engaged in robust long-term investment strategies. The investment share of GDP reached 23% in 2020, 11th in the EU and above Germany, Spain, and Italy. The post-pandemic recovery is supported by the ‘France Relance’ plan of EUR 100 billion (of which EUR 40 billion is funded by the Recovery and Resilience Facility) and a long-term investment strategy, ‘France 2030’, worth EUR 34 billion, including EUR 4 billion in equity. France leads in expenditures on social policies even if some inequalities persist, as evidenced under the European Pillar of Social Rights. France is second in the EU for expenditure on social protection and first for public spending on healthcare. Nevertheless, France still faces socio-economic inequalities in the education system. The COVID-19 crisis exacerbated the difficulties of some vulnerable groups in finding work (see Annex 12). The pension system is relatively expensive and remains complex (more than 40 different regimes) raising questions on its fairness (see ‘Further priorities ahead’). Regional disparities have increased in France over the last decade. In terms of GDP per head, 20 out of 27 regions are drifting away from the EU average. Major disparities between metropolitan France and outermost regions persist, especially in poverty and health (see Annex 15). Productivity is relatively high but productivity growth is low. The National Productivity Board has highlighted productivity challenges such as a comparatively low-skilled workforce, low uptake of information and communication technologies and suboptimal innovation performances. Stagnating R&D investment from the business sector coupled with low efficiency of public support schemes, continue to hamper the performance of the French research and innovation system (see Annex 9). The regulatory environment in the retail sector and the restrictiveness of professional services weigh on competition, with negative consequences for prices and productivity. Overall, France performs very well in achieving the UN’s Sustainable Development Goals. The country made progress towards a majority of the goals (11 out of 16) with a better performance than the EU average in social and climate goals (see Annex 1). However, a deviation from the goals and lower performance than the EU average can be observed in particular for SDG 11 - Sustainable cities and communities and SDG 10 - Reduced inequalities. Although France outperforms the EU on inequality indicators, the depth of poverty worsened and severe material and social deprivation increased recently. The recovery and resilience plan is underway The French recovery and resilience plan (RRP) aims to accelerate the green and digital transitions, increase growth potential, and strengthen cohesion. The plan consists of 22 reforms and 70 investments that will be supported by EUR 39.4 billion in grants (1.6% of GDP). The first payment request submitted in November 2021 led to the disbursement of EUR 7.4 billion (see Annex 2). France’s RRP unlocked large investments for the energy renovation of buildings over 2020-2021. The French plan contains major investments (EUR 5.8 billion) in the renovation of buildings aiming to achieve 30% of energy savings on average. These investments will be supported by major reforms such as the climate and resilience Law, which aims to reduce energy consumption in many ways (e.g. by providing for bonuses for electric bicycles and creating low-emission zones in metropolitan areas), and the revision of the thermal regulation of new buildings. The achievements in 2021 show France's ambition to move forward rapidly in this area, by deploying the subsidy mechanism for the renovation of private housing (‘MaPrimeRenov’), with a special focus on low-income households, and by selecting mature projects for the renovation of public buildings and social housing. Over the next 2 years, the RRP will continue to support the thermal renovation of buildings. Despite France lagging behind on renewable energy, the RRP did not include investments dedicated to increasing renewable electricity capacity. However, the RRP includes investments in renewable energy in heating systems, with renovations supported by the MaPrimeRenov’ scheme frequently including the roll-out of heat pumps and biomass boilers, and partial and indirect support for renewable energy through measures supporting the decarbonisation of industry and the production of renewable hydrogen, including a planned Important Project of Common European Interest. The RRP provides for major investment in sustainable transport. One of the largest measures will finance the reconstruction and modernisation of the railway network. The projects already implemented in 2021 indicated that the plan will accelerate the modal shift towards cleaner transportation modes in freight and passenger transport, and such investments will be scaled up in 2022 and 2023. The electrification of vehicles and road infrastructure was accelerated with financial support for the purchase of clean vehicles and the construction of new charging stations on motorways. In the coming years, this will be complemented by investments to increase clean mobility in urban areas. The French plan will also support the greening of the aeronautics sector. Overall, the RRP dedicates 46.0% of its allocation to the green transition. The RRP will also support the digital transition. Digitalisation of health is a priority, including support for digital medical records, interoperability, secure exchange of data, and training of health professionals. The French plan invests in research and deployment of key digital technologies such as quantum, cloud and cybersecurity, including via the participation in multi-country projects. Measures to support the digital skills of pupils and the workforce and the digitalisation of the public administration are also included. Furthermore, the high-speed broadband plan will be accelerated to reach 100% fibre-to-the-home coverage by 2025. The RRP dedicates 21.3% of its allocation to the digital transition in total. Box 1: Key deliverables under the recovery and resilience plan in 2022-2023 ·Continuation of building renovation ·Promulgation of the Climate and Resilience law ·Investments in railway infrastructure ·Launch of calls for projects for R&D in the green transition ·Renewable hydrogen production and kick off of the Important Project of Common European Interest ·Selection of R&D projects on low carbon aircraft ·Stregthening of public employment services and continued support to employment and training of young people ·1 700 000 additional buildings connected to fibre

Reforms of public finances management and quality of public expenditure were delivered in 2021. The RRP includes measures to support the consolidation of public finances in the medium and long term. The most important reform is the entry into force as of 2022 of an organic law on the modernisation of public finances management. The law introduces a multiannual expenditure rule applicable to total public spending, aimed at strengthening the multiannual dimension of budgetary decisions. This is further strengthened by the extension of the prerogatives of the national fiscal council (High Council of Public Finances) to assess the consistency of the main annual fiscal targets with such new multiannual expenditure objectives, and to assess the plausibility of revenue and expenditure forecasts in the annual budgetary laws. The reform also calls for the adoption of the multiannual programming law by the first quarter of 2023, where the multiannual expenditure targets will be set out. Its ultimate contribution to public debt reduction will crucially depend on the stringency of such multiannual expenditure targets and future compliance with them. Preliminary steps were also taken to pave the way for the evaluation of public spending that will be carried out after the crisis, with the aim of identifying the most efficient expenditures favouring growth, social inclusion and the twin transition. As of 2023, financial laws should consistently factor in the results of these public expenditure evaluations so that they translate into expenditure savings and efficiency gains. The publication of a green budget should also provide transparency on the environmental impact of the State budget. A significant share of the plan supports measures relating to employment, skills, and young people, contributing to the implementation of the European Pillar of Social Rights. A number of measures aim to upskill and re-skill workers with a special focus on digital skills. Hiring subsidies for employers recruiting people with disabilities, young people under 26 and those on apprenticeships and work-study contracts are expected to help these groups find jobs. Support for apprenticeships boosted the number of new contracts by 37% in 2021; the measure has been extended until June 2022. The French plan supports a significant share of the ‘1 young person, 1 solution’ programme with EUR 4.6 billion, which has already proven to have a significant short-term impact on young people. Its efficiency, however, could be improved () and its effects still need to be consolidated in the medium term, according to the first evaluation report of ‘France Relance’ (). While the plan includes some education measures (aimed at preventing early school leaving and creating places in higher education and vocational education), there is scope for additional measures to further address the marked inequalities and lack of inclusiveness in the education system. The unemployment benefit reform was implemented in 2021. It aims to strengthen incentives to work and discourage the excessive use of short-term contracts. The reform sets stricter eligibility rules for unemployment benefits and changes the calculating method for the daily reference wage used to determine unemployment benefits. A disincentive to the use of very short-term contracts by employers (bonus-malus, increasing or decreasing the contribution of the employer) will start to apply to employers in September 2022, after an observation period. Investments and reforms in health care and long-term care will also be supported. With the support of the Facility, the government increased public investment in health infrastructure and in the digitalisation of the health sector. Healthcare investments under the plan amount to almost EUR 4.5 billion. In addition, the plan includes EUR 1.5 billion investments targeting long-term care. Two reforms included in the plan have already been implemented in 2021: (i) a law reforming hospital governance, which will allow for more flexibility in the organisation of hospitals and (ii) a law on social debt and autonomy, which supports the independence of the elderly and people with disabilities. Mobilising investment in research and innovation is a major priority of the RRP. The plan contains several measures aimed at boosting investment and employment in research and innovation. In particular EUR 4.25 billion is allocated to the Investments for the Future programme (‘Programme d’Investissement d’Avenir‘). In 2021, 13 strategies were validated for research and innovation in the green transition and in key digital technologies. They will lead to the publication of calls for projects in 2022 and 2023. Calls for projects were already launched in 2021 concerning support for teaching, research, promotion and innovation ecosystems. Further priorities ahead Beyond the challenges addressed by the RRP, as outlined above, France faces additional challenges not sufficiently covered in the plan. High public deficits and debt pose high sustainability risks in the medium term. The complexity of the pension system is casting doubt on its fairness and impacts labour mobility. Significant socio-economic inequalities persist in the education system and undermine the effectiveness of investments in skills. In the green transition, the deployment of renewable energies is slow resulting in France missing its Europe 2020 target. In addition, further support to key energy interconnectors (in development or planned) with some neighbouring Member States could significantly contribute to the resilience of Europe’s energy systems. The competition in the service sector could be increased with potential beneficial effects on the competitiveness of French businesses. Addressing these challenges will also help to make further progress in achieving the SDGs related to macroeconomic stability, fairness, and environmental sustainability. Ensuring the sustainability of public finances France’s high public deficit and debt pose high sustainability challenges over the medium term. In 2019, France’s public expenditure was the highest in the EU, well above the EU average of 46.9% of GDP. This gap narrowed somewhat in 2021. Public debt rose by almost 20 pps during the COVID-19 crisis and is projected to remain around 110% over the medium term. Public debt sustainability challenges are assessed as high over the medium term, whereas in the long term they are considered as medium, mainly due to the projected decline in age-related expenditure over this horizon (). A thorough assessment of the efficiency of public expenditure and a progressive reduction thereof are key to mitigating public debt sustainability challenges. The high level of public expenditure raises efficiency concerns and requires a high overall tax burden (), which can weigh on economic efficiency and raise acceptability concerns. This justifies the need for the control and quality assessment of public spending which, under strengthened medium-term planning, should build on the outcome of systematic spending reviews in order to identify priority areas for intervention. Reviewing the efficiency and effectiveness of public policies should aim to strengthen France’s growth potential by channelling public resources to growth-enhancing investment in R&D, innovation, industry and knowledge and should boost the green and digital transitions together with social and economic resilience. In this regard, as suggested by the Court of Auditors, five strategic areas show significant room for savings and efficiency improvement, namely healthcare spending, employment policy, social benefits, social housing and the pension system. Reducing the complexity of the pension system and making it fairer The French pension system is complex and costly when compared with other advanced economies. The current pension system is a pay-as-you-go one, consisting of more than 40 different schemes including basic and mandatory complementary schemes () that apply to different professional sectors and occupational statuses and follow different rules in terms of financing, benefits paid and management. At 14.6% of GDP in 2019 according to Eurostat, public pension expenditure was the third highest in the EU and well above the EU average of 11.9%. The system is characterised by a relatively low effective retirement age (around 62 years) compared to the EU average of 63.8 years, and life expectancy at the age of retirement is the highest in the EU. The French pension system is relatively generous. The replacement ratio () with a 40-year career at average wage, was 0.65 in 2019 (similar for men and women), compared to 0.57 in the EU, while the benefit ratio (), at 40.8% in 2019, is in line with the EU average (unweighted average of 42% in 2019). Graph 3.1: Government expenditure on pensions (%GDP) Source: European Commission Public pension expenditure is projected to increase further in this decade but to decline in the long term. Both the European Commission (Ageing Report 2021) and the French pension advisory council (Conseil d’Orientation des Retraites) project public pension expenditure to increase moderately until around 2030. However, pension expenditure would enter a clear downward trend from the early 2030’s until 2070, which would more than offset the projected increases in long-term care and healthcare expenditure. This projected long-term decline in pension expenditure as a share of GDP is mainly due to the indexation of pension benefits only to inflation, which offsets the effect of the increase in the dependency ratio due to ageing. The complexity of the current pension system is an obstacle for labour mobility and raises questions about its fairness. The reason for the complexity is the high number of different schemes, leading to risks of inefficiencies and to an overall lack of transparency about management costs. The calculation of contributions and pensions follows different rules across schemes, which entails considerable equity concerns. The same amount of contribution does not ensure the same pension. This is also due to the wide range of scheme-specific benefits not linked to contributions and to the financing of most schemes through general taxation. Moreover, the differences between the many schemes hamper workers’ mobility and a more efficient allocation of the labour force (). Following the outbreak of the pandemic in 2020, the government put on hold its pension reform proposal, aimed at unifying the different schemes. Accelerating the deployment of renewable energy and improving interconnections Greenhouse gas emissions are steadily decreasing. Since 2018, total emissions have fallen, with figures for 2019 and 2020 representing the lowest levels recorded since 1990. However, these emissions must continue to fall significantly if France is to meet the nationally-set emissions ceilings for 2019-2023. The current geopolitical context calls for a European security of supply and a reduced dependence on fossil fuels. France has relatively limited exposure to imports of fossil fuels from Russia compared to other EU Member States as the French energy mix relies chiefly on nuclear energy (40.6% of its gross inland consumption in 2020). In addition, France has 4 liquefied natural gas (LNG) terminals, allowing for a more diversified source of gas imports. France’s energy mix is also characterised by (i) very low dependency on coal (around 2% of gross inland consumption against 11% EU average); (ii) average dependency on oil (29% against 33% EU average); and (iii) lower-than-average gas dependency (15% against 25% EU average). Dependence on Russian fossil fuel imports is also limited compared to the EU. Most French gas imports come from Norway, Russia and Algeria. Russia represented 17% of all gas imports in 2020. In 2020, France imported 29.4 bcm of natural gas by pipeline (of which 14% from Russia) and 17 bcm by LNG (of which 21% from Russia). The LNG potential in France is the second largest in the EU, with 113.9 mcm/day send-out capacity. Most of the capacity is currently used. France imported 9% of its crude oil from Russia in 2020, and 17% of its refined oil products. About 34% of its coal imports in 2020 came from Russia ().

France could help reduce dependence on Russian gas by frontloading future-proof investments in domestic and cross-border energy infrastructures. This would help increase security of supply of gas at EU level. Stronger interconnections capacity would also foster the single energy market and increase its resilience. Further support for energy interconnectors remains crucial. Cross-border interconnectors (under development or planned), will foster the integration of large shares of renewables, strengthening grid infrastructure and promoting market integration in the region. Interconnections are the cornerstones of an efficient internal electricity market and are key to increasing overall energy security in the Union and reducing the EU’s dependence on fossil fuels. France is not on track to meet its 2030 emissions reduction target for non-ETS sectors such as agriculture, transport or buildings. The French RRP makes substantial efforts in the fields of thermal renovation of buildings and sustainable mobility. In the context of its new national Resilience Plan, France is reinforcing the support mechanisms for renewable heating in buildings, e.g. by increasing the “heat fund” by EUR 150 million and the subsidy for installing renewables-based heating by EUR 1000. Moreover, to no longer use fuel oil for heating and domestic hot water by 2030, the installation of oil-fired boilers will be prohibited from 1 July 2022 in all new and existing buildings. While financing under the rural development policy and other instruments developed in a previous national investment plan pre-existed, investments in the agricultural sector under the RRP were limited despite an increased prevalence of emissions (). The more widespread use of anaerobic digestion (‘méthanisation’) and other technologies linked to the conversion of agricultural waste into energy could reduce emissions from agriculture and produce sustainable biomethane and other sustainable biogases to decarbonise industrial processes and the heating of buildings. This should be done in accordance with sustainability requirements to avoid negative impacts on biodiversity, competition for soil, or other harms to the climate and environment. Additional and cost-effective public support, such as investments in district heating networks at the territorial level, would support the deployment of sustainable biogases and accelerate the adoption of these technologies. Solar and wind production on farmland and agroforestry are also promising avenues for climate mitigation in the agricultural sector. Energy efficiency can also help reduce emissions and the dependence on fossil fuels. The efforts on building renovation included in the RRP could be deepened. For instance, a majority of projects benefitting under ‘Ma Prime Rénov’ have focussed on single measures, leading to shallow renovations. Deep renovation of buildings should be encouraged to reduce energy consumption sizeably. The current pace of renewable energy deployment is not sufficient to meet France’s 2020 and 2030 targets. The share of renewable energy sources in gross final energy consumption reached 19.1% in 2020, below its target of 23%. France’s proposed objective for 2030 is to reach 33%. Urgent corrective measures are required to get back on this trajectory, especially as this target will need to be revised upwards to be in line with the ‘Fit for 55’ objectives. Increasing land access and reducing regulatory and administrative barriers would support the development of renewables. Onshore wind farms cannot be built within a radius of 5-30 km from surrounding meteorological, military and civil aviation radars. This results in around 45% of new projects struggling to find suitable locations. Despite the enhancement of public debates on offshore projects, the maritime planning exercise to identify suitable sites for offshore wind projects should be strengthened. Procedures should be improved to avoid obstructions at a very late stage of a project’s development. A more decentralised framework for approving renewable energy projects offering a one-stop-shop to project developers can reduce administrative burdens involved in dealing with national, regional and local administrations. More resources for the competent administrations and authorities would speed up tendering and permit application procedures, which remain burdensome for project developers. Higher public investment in energy infrastructure could support the integration of renewables. Upgrading the electricity grids could reduce delays in grid connection which at the moment can last several months. Increased support for geothermal energy could accelerate the production of renewable heat. Public acceptance of and third-party complaints regarding wind and solar power on the ground are critical issues. They are responsible for major delays in commissioning new projects. Spatial planning for renewables should be prepared in closer coordination and dialogue with the regions in order to solve land use conflicts, and increase local acceptance. France has recently put in place a number of solutions, notably to shorten the treatment of legal actions, and created a ‘local bonus’ awarded to support the financing of a renewables projects when local authorities and natural persons become shareholders. Robust participatory mechanisms are essential to increase public ownership of the energy transition. Accelerating the phase-out of fossil fuel subsidies would improve the competitiveness of renewable alternatives and stimulate private investment. Certain sectors are subject to reductions in the rates of the energy consumption tax calculated in proportion to CO2 emissions. In its national energy and climate plan, France identified EUR 4.8 billion of annual tax expenditures on fossil fuels in 2018, consisting mainly of reduced rates for road freight transport, non-road diesel, heavy fuel oil, natural gas and agricultural liquefied petroleum gas. Since then, the country has implemented measures to normalise tax rates notably for road freight transport and non-road diesel, but other tax expenditures remain. Moreover, the true figure for these tax expenditures may be significantly higher (), and they have externalities other than carbon emissions as they also contribute to air pollution and traffic congestion. Tackle inequalities in the education system and in access to employment High socio-economic inequalities in the education system impact the level of basic skills. Despite good performance with regard to early school leaving, tertiary education and adult participation in learning, the impact of socio-economic inequalities and migrant background on educational outcomes is significant (see Annexes 12 and 13). According to the 2018 PISA report, 20% of 15-year-olds in France lacked basic skills in reading, mathematics or science and over a third of 15-year-olds with disadvantaged backgrounds lacked basic skills in reading (35.3%). According to the 2019 Trends in International Mathematics and Science Study, French pupils in the 4th grade had the lowest performance in maths across the 22 participating EU countries with disadvantaged pupils scoring significantly lower than advantaged ones. According to PISA 2015 (), science teachers working in disadvantaged areas tend to have lower levels of certification to a larger extent than in other EU countries (see Annex 13). In 2017, France introduced a pilot reform consisting of ‘halving class sizes’ in early years of education for students in priority areas, to enable pupils to benefit from more personalised support in an atmosphere conducive to learning (see Annex 13). The French Court of Auditors () highlighted shortcomings of the school system, especially impacting the learning outcomes of disadvantaged pupils, and called for greater autonomy and evaluation of schools. Participation in continuous training is low despite the high level of need declared by teachers. According to TALIS 2018 (), 50% of lower secondary education teachers in France participated in professional development in the form of courses or seminars attended in person, against an OECD average of 76%. The 2018 reform and significant incentives for employers boosted the number of apprentices, with a positive impact on the employment rate of graduates. However, this effort needs to be consolidated in the longer term, in terms of both financing and attractiveness for all (see Annex 13). Despite recent improvements, vulnerable groups continue to face barriers to employment and training. Workers that were already facing significant labour market challenges before the crisis were particularly affected by the economic consequences of the pandemic (see Annex 12). The low-skilled were overly represented in the sectors most affected by the sanitary restrictions. Despite the broad coverage of the short time work scheme, their employment rate dropped to 52.3% in the fourth quarter of 2021 compared to 53.7% in the fourth quarter of 2019. On the other hand, the employment gap between non-EU born residents and their peers born in France has decreased compared to its pre-crisis level (from 15.3 pps in the fourth quarter of 2019 to 14.2 pps in the fourth quarter of 2021). The employment gap of people with disabilities rose by 3.9 pps to 22.8% in 2020. The labour market situation of young people remains a matter of concern in the outermost regions (around 40% youth unemployment), also considering the high NEET rate (24.8% vs. 11.4% for the overall French population in 2020). Nevertheless, the employment rate of young people in the overall population (15-24-years-olds) has increased, from 29.9% in the fourth quarter of 2019 to 33.8% in the fourth quarter of 2021. Recent evaluations point also to the lack of support and guidance given to minimum income beneficiaries. () Labour shortages are on the rise as skills shortages abound (). Recruitment difficulties are greatest in jobs requiring technical skills, notably in sectors that are key for the green transition (industry, construction) (). This calls for evaluating and improving the quality and labour market relevance of upskilling and re-skilling measures, such as the skills investment plan, the revamped individual learning account, and the ‘1 young person, 1 solution’ plan (), while ensuring complementarity with efforts to modernise the training offer in the context of France 2030. Evaluations also point to the specific challenges of the low-qualified, who could benefit from strengthened guidance and better access to trainings leading to qualification. The insufficient performance and labour market relevance of the initial education system also undermine the effectiveness of investments in upskilling and re-skilling. Poor working conditions and lack of attractiveness of jobs also explain difficulties in recruiting and retaining workers in some sectors. Youth-targeted measures have been implemented, including the set-up of a revamped youth guarantee instrument: since March 2022, young people under 26 or under 30 with disabilities, facing difficulties to access the labour market, can benefit from reinforced employment support during a maximum of 12 months, with an allowance to secure them during this period. Poor labour market outcomes of vulnerable groups translate to higher exposure to poverty. Despite a stabilisation of the at-risk of poverty rate in 2020, INSEE () reports an 11% increase in the food aid distributed, and a deterioration of the income situation of the poorest among the poor. Vulnerable groups, including non-EU-born, low-skilled and low work intensity households with children face much higher risks of poverty than the overall population, to a larger extent than in other EU countries. Rising energy prices may aggravate the increase of housing cost overburden and constrained expenditures, while access to affordable and social housing is insufficient. Tackling all these challenges is key for France to contribute to reaching the 2030 EU headline targets on employment, skills and poverty reduction. Improve the business environment to increase competitiveness The regulatory restrictiveness of professional services remains high in France. According to a Commission report, regulatory restrictiveness is higher than the EU average for accountants/tax advisers, architects, real estate agents and patent agents (). Within France, among the professions analysed by the Commission, accountants/tax advisers and lawyers are the most regulated (). Excessive regulation can undermine the efficient operation of services markets and delay innovations such as the digital automation of repetitive tasks. It can also limit sources of financing and management skills as well as raise barriers to entry and reduce competition. Engineering, architectural, legal and accounting services together account for 3.8% of GDP in France. Loosening regulatory restrictions in these four services (mainly in architectural, legal and accounting services) would boost GDP by 0.15% within 2 years, driven by increased productivity, lower prices and higher final consumption (). France’s regulatory environment in the retail sector is weighing on competition. Reforms adopted since 2018 have made the regulatory environment of retail more restrictive by introducing new rules on the opening of large shops and limiting retailers’ ability to offer promotions (). The regulatory framework relating to the sale of medicines in particular is significantly more restrictive than the OECD average (). Reducing or removing restrictions in the retail sector, in particular opening up sales of non-prescription medicines to a wider variety of retailers, would improve accessibility and could reduce prices. Key findings France’s recovery and resilience plan includes measures to address a series of its structural challenges through: ·large investments in the green transition (building renovation, clean transports, industry decarbonisation, hydrogen, etc);

·supporting the recovery of the labour market, focusing on young people; ·initiating reforms on public finances; ·the digitalisation of administration, education (including better digital skills), the health system and the deployment of fibre; ·orienting research towards the twin transition. Beyond the reforms and investments in the RRP, France would benefit from: ·ensuring an effective control of current primary expenditure so as to put public debt on a sustained downward trend; ·reducing the complexity of the pension system while enhancing its fairness and ensuring the sustainability of public finances; ·accelerating the deployment of renewable energies and supporting investment, including by simplifying permit procedures for renewable energy projects; ·improving energy efficiency by promoting deep renovation of buildings; ·developing energy interconnections with neighbouring countries; ·improving learning outcomes and addressing inequalities in education; ·improving the business environment to increase competitiveness. Annexes List of Annexes Cross-cutting progress indicators Annex 1: Sustainable Development Goals Annex 2: Recovery and Resilience Plan - implementation Annex 3: Other EU instruments for recovery and growth Annex 4: Progress in the implementation of country-specific recommandations

Environmental sustainability Annex 5: Green Deal Annex 6: Employment and social impact of the green transition Productivity Annex 7: Ressource efficiency and productivity Annex 8: Digital transition Annex 9: Innovation Annex 10: Industry and single market Annex 11: Public administration Fairness Annex 12: Employment, skills and social policy challenges in light of the European Pillar of Social Rights Annex 13: Education and skills Annex 14: Health and health systems Annex 15: Economic and social performance at regional level Macroeconomic stability Annex 16: Key financial sector developments Annex 17: Macroeconomic Imbalance Procedure assessment matrix Annex 18: Taxation Annex 19: Key economic and financial indicators Annex 20: Debt sustainability analysis

LIST OF Tables Table A2.1:Key elements of the French RRP Table A4.1:Summary table on 2019, 2020 and 2021 CSRs Table A5.1:Indicators underpinning progress in the European Green Deal from a macroeconomic prospective Table A7.1:Selected resource efficiency indicators Table A8.1:Key Digital Economy and Society Index indicators Table A9.1:Key research, development and innovation indicators Table A10.1:Key Single Market and Industry Indicators Table A11.1:Public administration indicators - France Table A12.1:Social Scoreboard for France Table A13.1:EU-level targets and other contextual indicators under the European Education Area strategic framework Table A14.1:Key health indicators Table A15.1:Selected indicators at regional level Table A16.1:Financial soundness indicators Table A17.1:Assessment of Macroeconomic Imbalances matrix Table A18.1:Taxation indicators Table A19.1:Key economic and financial indicators Table A20.1:Debt sustainability for France Table A20.2:Heat map of fiscal sustainability risks for France

LIST OF Graphs Graph A1.1: Progress towards SDGs in France in the last five years Graph A2.1: Share of RRF funds contributing to each policy pillar Graph A2.2: Total grants disbursed under the RRF Graph A2.3: Fulfilment status of milestones and targets Graph A3.1: 2014-2020 European Structural and Investment Funds - total budget by fund (EUR billion, % of total) Graph A3.2: Cohesion policy contribution to the SDGs (EUR billion) Graph A4.1: France’s progress on the 2019-2020 CSRs (2022 European Semester cycle) Graph A5.1: Taxation and government expenditure on environmental protection Graph A5.2: Share in energy mix Graph A5.3: Biodiversity Graph A5.4: Share of zero emissions vehicles (% of new registrations) Graph A6.1: Fair green transition challenges Graph A6.2: Energy poverty by income decile Graph A7.1: Employment and value added in the circular economy sectors Graph A11.1: Scope Index of Independent Fiscal Institutions (SIFI) and Medium-Term Budgetary Framework (MTBF) indices Graph A13.1: French pupils' mathematics achievement Graph A14.1: Life expectancy at birth, years Graph A14.2: Projected increase in public expenditure on health care over 2019-2070 (AWG reference scenario)

Graph A15.1: Labour productivity, EU-27, France NUTS 2 regions, 2000-2019 Graph A15.2: Territories most affected by climate transition in France Graph A16.1: Credit growth for non-financial corporations and households Graph A16.2: House price and mortgage growth Graph A18.1: Tax wedge indicators Cross-cutting progress indicators Annex 1: Sustainable Development Goals This Annex assesses France’s progress on the Sustainable Development Goals (SDGs) along the four dimensions of competitive sustainability. The 17 SDGs and their related indicators provide a policy framework under the UN’s 2030 Agenda for Sustainable Development. The aim is to end all forms of poverty, fight inequalities and tackle climate change while ensuring that no one is left behind. The EU and its Member States are committed to this historic global framework agreement and to playing an active role in maximising progress on the SDGs. The graph below is based on the EU SDG indicator set developed to monitor progress on SDGs in an EU context. While France performs very well or well on most SDG indicators relating to environmental sustainability (SDGs 2, 6, 7, 12, 13 and 15) and is improving on others (SDG 9), it still needs to catch up in some respects (SDG 11). France has progressed well towards SDG 7 on affordable and clean energy, having decreased greenhouse gas emissions from energy consumption by 20.3% in 2019 compared to 2000 levels. Increasing the share of buses and trains in total passenger transport would help address ‘Sustainable cities and communities’ (SDG 11). While in 2014 France was noticeably above average (a share of total inland passenger-km of 18.4% compared to an EU average of 16.8%), in 2020 France was only slightly above average, leaving room for improvement. Measures on green infrastructure and sustainable mobility in component 3 of the recovery and resilience plan aim to further increase performance. France performs very well or well on some SDG indicators relating to fairness (SDGs 1, 2, 4 and 5) and is improving on a few (SGD 3 and 8), but it needs to catch up on others (SDG 10). France outperforms the EU average in most indicators relating to zero hunger, quality education () and gender equality (SDGs 2, 4 and 5). However, the housing costs rose recently between 2018 and 2020 and should be monitored, especially in the context of rising energy costs. The RRP includes measures to further tackle renovation of buildings in component 1, notably by investing in energy efficiency of public buildings, private residential buildings, social housing, and small and medium sized enterprises. The measures also include reforms on housing policy. Although France outperforms the EU in relation to inequality indicators, the gap between the income of the poorest and the poverty line increased from 15.7% in 2015 to 21.5% in 2020. The urban-rural gap also increased sharply. Access to social and affordable housing in some areas is a challenge, in particular for the poorest households. France performs very well on one SDG indicator relating to productivity (SDG 4) and is improving on others (SDGs 8 and 9). In France, participation in early childhood education is particularly high. The country was able to increase the participation rate for children from 3 years old to the starting age of compulsory primary education from 99.3% in 2014 to 100% in 2019. Adult participation in learning decreased from 18.6% of people aged 25 and over in 2015 to 13.0% in 2020, although it continues to be higher than average in the EU, where it also declined, from 10.1% in 2015 to 9.2% in 2020, possibly due to the impact of the pandemic. France’s performance in at least basic digital skills is above the EU average (62% compared to 54% in 2021). A large share of investments in components 7 and 8 of the RRP focuses on increasing digital infrastructure and equipment to improve digital skills at all levels of the education system. France is improving on SDG indicators relating to macroeconomic stability and institutional quality (SGD 8 and 16). France has further improved on the quality of its justice institutions, including trust in institutions (SDG 16). The percentage of the population in France with confidence in the EU Parliament increased from 34% in 2016 to 38% in 2021 (EU: 50% in 2021). France has also continued to see progress on indicators relating to ‘Decent work and economic growth’ (SDG 8). The percentage of young people neither in employment nor in education or training decreased from 14.7% in 2015 to 14% in 2020, with more efforts required to reach the EU average (13.7% in 2020). For this reason, France has committed to investments in component 8 of the RRP to support the employment of the young people. Graph A1.1: Progress towards SDGs in France in the last five years Source: Eurostat, latest update of 28 April 2022. Data mainly refer to 2015-2020 and 2016-2021. Annex 2: Recovery and Resilience Plan - implementation The Recovery and Resilience Facility (RRF) is the centrepiece of the EU’s efforts to support its recovery from the COVID-19 pandemic, fast forward the twin transition and strengthen resilience against future shocks. France submitted its recovery and resilience plan (RRP) on 28 April 2021. The Commission’s positive assessment on 23 June 2021 and Council’s approval on 13 July 2021 paved the way for disbursing EUR 39.4 billion in grants in several annual instalments under the RRF over the period 2021-2026. The financing agreement and operational arrangement were signed on 1 August 2021 and 25 November 2021 respectively. The key elements of the French RRP are set out in the Table A2.1. Implementation of the French plan is well underway. The Commission disbursed EUR 5.1 billion to France in pre-financing in September 2021, equivalent to 13% of the financial allocation, to support the implementation of crucial investments and reforms. France’s first payment request was positively assessed by the Commission, taking into account the opinion of the Economic and Financial Committee, leading to a disbursement of EUR 7.4 billion in financial support (net of pre-financing) on 4 March 2022. Table A2.1: Key elements of the French RRP Source: European Commission 2022

Graph A2.1: Share of RRF funds contributing to each policy pillar Source: Recovery and Resilience Scoreboard The related 38 milestones and targets cover reforms in the areas of public finance, the labour market, health and long-term care, while investments have been made in the energy efficiency of buildings, sustainable transport, decarbonisation of industry, youth employment and education. Satisfactory fulfilment of the milestones and targets contributes to addressing the related country-specific recommendations given to France in 2019 and 2020 (see Annex 4). Overall, France reports timely implementation of the milestones and targets due by the end of Q1-2022, which however does not prejudge the timing of the submission of subsequent payment requests nor of the formal assessment of the fulfilment of the relevant milestones and targets. France’s progress in implementing its plan is published on the Recovery and Resilience Scoreboard. The Scoreboard also gives a clear overview of the progress made in implementing the RRF as a whole. The graphs below show the current state of play of the milestones and targets met, as completed by France and subsequently assessed as satisfactorily fulfilled by the Commission. Graph A2.2: Total grants disbursed under the RRF Source: Recovery and Resilience Scoreboard Graph A2.3: Fulfilment status of milestones and targets Source: Recovery and Resilience Scoreboard Annex 3: Other EU instruments for recovery and growth The EU’s budget of more than EUR 1.2 trillion for 2021-2027 is the investment lever to help implement EU priorities. Underpinned by an additional amount of about EUR 800 billion through NextGenerationEU and its largest instrument, the Recovery and Resilience Facility, it represents significant firepower to support the recovery and sustainable growth. In 2021-2027, EU cohesion policy funds () will support long-term development objectives in France by investing EUR 17.88 billion (), including EUR 1.0 billion from the Just Transition Fund to alleviate the socio-economic impacts of the green transition in the most vulnerable regions. The 2021-2027 cohesion policy funds partnership agreements and programmes to take into account the 2019-2020 country-specific recommendations and investment guidance provided as part of the European Semester, ensuring synergies and complementarities with other EU funding. In addition, France will benefit from EUR 45.7 billion support for the 2023-2027 period from the Common Agricultural Policy, which supports social, environmental, and economic sustainability and innovation in agriculture and rural areas, contributing to the European Green Deal, and ensuring long-term food security. In 2014-2020, the European Structural and Investment Funds (ESIF) for France are set to invest EUR 35.04 billion () from the EU budget. The total investment including national financing amounts to EUR 55.32 billion, representing around 0.34% of GDP for 2014-2020 and 8.88% of public investment (). Graph A3.1: 2014-2020 European Structural and Investment Funds - total budget by fund (EUR billion, % of total) Source: European Commission By 31 December 2021, 104% of the total was allocated to specific projects and 64% was reported as spent, leaving EUR 19.80 billion to be spent by the end of 2023 () (by the end of 2025 for EAFRD). Among the 11 objectives at EU level, the most relevant ones for cohesion policy funding in France are fostering crisis repair and resilience, low carbon economy, research and innovation and sustainable and quality employment and educational and vocational training (EUR 30 billion in EU funding). By the end of 2020, cohesion policy investments supported 78 641 businesses, helped decrease CO2 emissions by 418 215 teq and financed 1524 full-time equivalent new researchers. In addition, cohesion policy investments supported more than 4.8 million participants in trainings, of which 4.1 million were unemployed or inactive. Among those participants, more than 500 000 gained a qualification, and more than 850 000 moved to employment. Among the young people participating in a Youth Guarantee project, more than 240 000 received an offer of employment or education upon leaving the scheme and more than 210 000 were in employment 6 months later. Cohesion policy funds already substantially contribute to the Sustainable Development Goals (SDGs) objectives. In France, cohesion policy funds support 11 of the 17 SDGs with up to 96% of the expenditure contributing to the attainment of the goals. Under the ESIF, the agricultural rural development fund (EAFRD) extended France’s 2014-2020 Rural Development Programmes until 2022 by making available a further EUR 3 241 million for 2021 and 2022. These funds will be used primarily to restore, preserve and enhance ecosystems related to agriculture and forestry (60%) and enhance farm viability and competitiveness of all types of agriculture (20%). By the end of 2020, the Rural development policy supported investments in 50 000 agricultural holdings and 30 000 young farmers, risk management for 85% of the French farms, 800 basic services projects in rural areas, improving biodiversity on 3 million ha of agricultural land and organic farming activities on 2 million ha. At the same time, EUR 300 million were invested in energy efficiency and renewable energy, EUR 40 million in rural economy actions, and EUR 18 million in forestry infrastructure. Graph A3.2: Cohesion policy contribution to the SDGs (EUR billion) Source: European Commission In 2021, REACT-EU instrument (Recovery Assistance for Cohesion and the Territories of Europe) under NextGenerationEU provided EUR 3.1 billion of additional funding to the 2014-2020 cohesion policy allocations for France to ensure a balanced recovery, boost convergence and provide vital support for regions following the coronavirus outbreak.

REACT-EU provided support in France to strengthen the working capital for SMEs, strengthen the healthcare system, help digitalise educational and training structures, and contribute to the transition towards a green economy. REACT-EU also provided EUR 617.4 million for the national European Social Fund (ESF) in France for 2021 to support measures for social inclusion and access to the labour market of those most affected by the health crisis, in particular inactive people, young people and long-term jobseekers. The EURI under NextGenerationEU provided EUR 867 million of additional funding to France’s 2014-2022 Rural development programmes to support the recovery in the aftermath of the COVID-19 crisis. These funds targeted ecosystems related to agriculture and forestry as well as farm viability and competitiveness. The Coronavirus Response Investment Initiative () provided the first EU emergency support for France to address the COVID-19 pandemic. It introduced extraordinary flexibility enabling France to re-allocate resources for immediate public health needs (177 million) and support for enterprises (96 million). For instance, France shifted resources to purchase protective equipment and healthcare equipment and to support working capital for SMEs. France was also able to benefit from the temporary 100% EU financing of measures in cohesion policy, with approximately EUR 136 million in 2021 effected through 100% co-financing. The Commission provides tailor-made expertise via the Technical Support Instrument to help France design and implement growth-enhancing reforms, including for the implementation of its RRP. Since 2017, France has received assistance through 29 technical support projects. Projects delivered in 2021 aimed for example to support the implementation of the 5-year plan on ‘Housing First’ and combat homelessness (2018-2022) or improve the availability of ‘off-patent’ (generic) antibiotics. In 2022, new projects will start to support, among others, the overall RRP monitoring, audit and control frameworks. France also benefits from other EU programmes, such as the Connecting Europe Facility, which allocated EU funding of EUR 2 billion to specific projects on strategic transport networks, and Horizon 2020, which allocated EU funding of EUR 7.34 billion. Annex 4: Progress in the implementation of country-specific recommandations The Commission assessed the 2019-2021 country-specific recommendations (CSRs) () addressed to France in the context of the European Semester. The assessment takes into account the policy action taken by France to date (), as well as the commitments in the Recovery and Resilience Plan (RRP) (). At this early stage of the RRP implementation, overall 84% of the CSRs focusing on structural issues in 2019 and 2020 have recorded at least ‘some progress’, while 16% recorded ‘limited’ or ‘no progress’. Considerable additional progress in addressing structural CSRs is expected in the years to come with the further implementation of the RRP. Graph A4.1: France’s progress on the 2019-2020 CSRs (2022 European Semester cycle) Source: European Commission Table A4.1: Summary table on 2019, 2020 and 2021 CSRs (Continued on the next page) Table (continued) Source: European Commission Environmental sustainability Annex 5: Green Deal The European Green Deal intends to transform the EU into a fair and prosperous society, with a modern, resource-efficient and competitive economy where there are no net emissions of greenhouse gases in 2050 and where economic growth is decoupled from resource use. This annex offers a snapshot of the most significant and economically relevant developments in France in the respective building blocks of the European Green Deal. It is complemented by Annex 6 on the employment and social impact of the green transition and Annex 7 for circular economy aspects of the Green Deal. Greenhouse gas emissions keep decreasing but further efforts will be needed to match the increased ambition of the European Green Deal and the 2050 climate neutrality target set at national and EU level. Total greenhouse gas emissions in France have been decreasing over time and in 2020 they were 27% lower than in 1990. However, among the three largest emitting sectors (transport, energy use and agriculture), emissions linked to energy use are decreasing the fastest, while emissions from agriculture are decreasing at a slower pace. GHG emissions are decreasing faster in sectors covered by the EU Emissions Trading System (ETS) (-46% in 2020 compared to 2005) than in the non-ETS sectors (buildings, road and domestic maritime transport, agriculture, waste and small industries) where emissions decreased by -22% in the same period. In the non-ETS sectors, France overachieved its 2020 GHG emissions reduction target. France is putting in place additional climate mitigation and adaptation measures but these do not appear to be sufficient to reach the current 2030 target (-37%) nor the proposed target (-48%) under the ‘Fit for 55’ package for sectors not covered by the ETS. The integrated national energy and climate plan (NECP), complemented by the 2021 Climate and Resilience law, develops the approach for mitigating GHG emissions and adapting to a changing climate. In its recovery and resilience plan (RRP) France allocates 46% of the plan to climate objectives and outlines crucial investments to further the green transition.

France’s revenues from environmental taxes (in terms of percentage of GDP as well as share of total taxation) are broadly stable over time, with some upward tendencies. Up until 2019, revenues from energy taxation recorded slight increases, while they were counteracted by slightly decreasing taxes on pollution, resources and transport. Graph A5.1: Taxation and government expenditure on environmental protection Source: Eurostat France’s energy mix is characterised by the high share of nuclear. It accounted for 41% of gross inland energy consumption in 2020, followed by imported oil (29%), natural gas (15%) and renewables (13%, of which 4% solid biomass). France consumes very little coal (only 2% of gross inland energy consumption). France aims to increase the share of renewable energy to 33% of gross final energy consumption by 2030, but getting on this trajectory will require urgent corrective measures, especially as the target will need to be revised upwards to be in line with the ‘Fit for 55’ objectives. Graph A5.2: Share in energy mix Source: Eurostat On biodiversity and ecosystem health, France presents a mixed picture. With 8.7% of its utilised agricultural area under organic farming in 2020, France stands close to the EU average. Forests still have an unfavourable conservation status. More than 75% of assessments reveal a bad to poor status. Degradation has been noted in the area of soil that is sealed or artificialised. Over recent years, there has been a reduction in change of use of soils and land take. The climate and resilience law of August 2021 has a goal of zero net land take for 2050 through safeguards in spatial planning and city planning documents. For the 2021-2031 period, the law sets an intermediate objective of halving the rate of consumption of natural, agricultural and forest areas compared to the ten years preceding the promulgation of the law. Despite progress with the new designation of large areas by 2020, the latest assessment of the Sites of Community Importance (part of the Natura 2000 network) shows that there are insufficiencies in designations for cetaceans and reefs at sea, and for 21 habitats and species on land (e.g. cork oak, for one crayfish, one butterfly, one fish) and bats. In terms of air pollution, air quality in France continues to be a cause of concern with well over 30 000 premature deaths attributable to air pollution in 2019. Air quality limit values for nitrogen dioxide (NO2) and particulate matter (PM10) were consistently exceeded over 2015-2019. For 2020, despite a general reduction in economic activity following the COVID crisis, above-limit values were reported for nitrogen dioxide (NO2) and for sulphur dioxide (SO2) in some zones. The situation on nitrate concentrations in surface water is quite good and is stable, and some improvement was recorded in the reduction of eutrophication of surface water. Graph A5.3: Biodiversity Source: European Environment Agency (terrestrial protected areas) and Eurostat (organic farming) As regards reducing CO2 emissions from transport, France is performing relatively well. In particular, zero-emission vehicle registrations are growing fast in France. The electrification of the railway network is close to the EU average. Graph A5.4: Share of zero emissions vehicles (% of new registrations) Source: European Alternative Fuels Observatory Table A5.1: Indicators underpinning progress in the European Green Deal from a macroeconomic prospective Source: Eurostat, European Commission, EEA, EAFO Annex 6: Employment and social impact of the green transition The green transition not only encompasses improvements to environmental sustainability, but also includes a significant social dimension. While measures here include the opportunity for sustainable growth and job creation, it must also be ensured that no one is left behind and all groups in society benefit from the transition. France benefits from a relatively large share of its economy contributing to the green transition, positive trends and recent promising policy measures; at the same time, energy-intensive sectors are sizeable and lower-income groups are likely to face challenges. Graph A6.1: Fair green transition challenges Source: Eurostat, World Inequality Database France’s recovery and resilience plan (RRP) puts a significant focus on the green transition and its fairness. It covers the energy renovation of public and private buildings, including social housing, investments in green infrastructures and sustainable mobility, and in research and development linked to green technologies. The Climate and Resilience law gives responsibility to skills operators (who are the key players in access to training for workers) to analyse and identify skills needs relating to the green transition. In synergy with the RRP, the European Social Fund+ will support the development of green skills in France, and the Just Transition Fund (EUR 1.03 billion, current prices) will help mitigate the social impact of the transition in the most impacted French regions. The integrated national energy and climate plan (NECP) of March 2020 analyses the impacts on energy poverty and skills, although it could be developed further in this regard. The report describes measures to support households experiencing energy poverty and to invest in the upskilling and re-skilling of the population, but it does not include a quantitative objective for the reduction of energy poverty. The economy has slightly reduced its carbon footprint. While key energy-intensive sectors remain sizeable, the green economy is relatively large and provides a strong potential for quality job creation. The greenhouse gas emissions intensity of the French economy decreased slightly between 2015 and 2020 (in terms of gross value added) and stands 30% below the EU average, with the average carbon footprint per worker at 10.65 tonnes of greenhouse gas emissions (against 13.61 in the EU) (see Graph A6.1). Several declining sectors have been identified essentially due to labour shortage and supply chain difficulties according to INSEE (), such as manufacturing, construction and food related services (). France's energy-intensive industry (EII), including energy, chemicals and steel (), provides jobs for almost 1 million workers, for whom upskilling and re-skilling is particularly important (see Annex 15). The environmental goods and services sector already provides jobs to a relatively large share of the employed population (2.1% versus 2.2% in the EU) (), and wind and solar energy potential as well as energy efficiency improvements offer further opportunities for green jobs (). As for the social dimension of the green transition, ensuring access to essential transport and energy services remains a challenge for France, but to a lesser extent than in other EU countries. A relatively low and stable share of the rural population is at risk of poverty (10.1% vs 18.7% in the EU) (). While still below the EU average (at 8.2%), the share of the population unable to heat their homes sufficiently increased from 5.6% in 2015 to 6.5% in 2020. Lower-income groups are affected the most (see Graph A6.2). Consumption patterns vary across the population: the average carbon footprint of the top 10% of emitters is about 5 times higher than that of the bottom 50% of the population (5.3 times in the EU). The RRP provides support measures for the renovation of private houses (with a bonus for the poorest and middle-income households) and social housing to improve energy savings. Graph A6.2: Energy poverty by income decile Source: Eurostat Tax systems are key to ensuring a fair transition towards climate neutrality (). France’s revenues from total environmental taxes increased slightly from 2.16% of GDP in 2015 to 2.31% in 2019, but declined to 2.18% in 2020 (against 2.24% in the EU). In parallel, the labour tax wedge for low-income earners () decreased significantly from 31.4% to 21.7% from 2015 to 2019 and to 20.1% in 2021, compared to 31.9% in the EU (see Annex 18). Redistributive measures accompanying environmental taxation can have the potential to foster progressivity and to have a positive impact on the disposable income of households in the lowest segments of the income distribution ().

Productivity Annex 7: Ressource efficiency and productivity The efficient use of resources is key to ensuring competitiveness and open strategic autonomy, while minimising the environmental impact. The green transition presents a major opportunity for European industry by creating markets for clean technologies and products. It will have an impact across the entire value chains in sectors such as energy and transport, construction and renovation, food and electronics, helping create sustainable, local and well-paid jobs across Europe. France has made some progress in circular (secondary) material usage. The circular material use rate has increased since 2016 and showed fast improvement when compared to the EU average. The French recovery and resilience plan includes investments and reforms supporting recycling, reuse, repair and better waste management, with notably the publication of decrees to implement the law on the circular economy (e.g. the extension of the producer responsibility scheme). Resource productivity in France has remained well above the EU average since 2010 and has shown an upward trend since 2017. Resource productivity expresses how efficiently the economy uses material resources to produce wealth (Table A7.1). Improving resource productivity can help to minimise negative impacts on the environment and reduce dependency on volatile raw material markets. The variable ‘Material Intensity’ shows how many additional kilograms of material consumption would be associated with an increase in GDP, at the current resource productivity rates. France performs better than the EU average. Graph A7.1: Employment and value added in the circular economy sectors Source: European Commission France’s economic growth is not yet decoupled from the generation of waste. After seeing a downward trend, municipal waste generation per capita has started to increase in recent years. The recent increase shown from 2016 can be attributed to an increase in the population and in household expenditures. France has made some progress since 2015 on increasing its recycling rate to 42.2% and diverting municipal waste from landfilling. A successful transition to a circular economy requires social and technological innovation as the full potential of circular economy can only be reached when implemented across all value chains. Therefore, eco-innovation is an important enabling factor for the circular economy. Product design approaches and new business models can help to produce systemic circularity innovations, creating new business opportunities. France ranked 7th among EU countries in the Eco-Innovation Scoreboard of 2021, with a total score of 127 out of a maximum of 200, and it performs as an eco-innovation leader. France performs above the EU average for eco-innovation inputs, activities and resource efficiency outcomes, and below the EU average for eco-innovation outputs and socio-economic outcomes. Table A7.1: Selected resource efficiency indicators Source: Eurostat Annex 8: Digital transition The Digital Economy and Society Index (DESI) monitors EU Member States’ digital progress. The areas of human capital, digital connectivity, the integration of digital technologies by businesses and digital public services reflect the Digital Decade’s four cardinal points (). This Annex describes France’s DESI performance. The French RRP will contribute to the digital transition for 21% of France’s total allocation under the RRF (). The RRP measures are complemented by national ones as part of the France Relance plan and France 2030. Significant resources are devoted to supporting the digitalisation of the health sector, improving the sharing of medical records and setting up a digital health platform, as well as developing and deploying key digital technologies such as cybersecurity, quantum and cloud. France is in line with the EU average in terms of digital skills, but it is still far from the EU frontrunners. It ranks above the EU average for basic digital skills and at EU average for ICT specialists. However, severe skills shortages persist for specific profiles (engineers and technicians in ICT), with an estimated demand for 170 000 to 212 000 jobs in digital areas in 2022 (). France has improved its performance in terms of connectivity, but the urban-rural divide persists. Fixed very high capacity network (VHCN) coverage increased strongly by 10 pps from 2020 to 2021, reaching 63%. Fast broadband networks (NGA) coverage grew by 5 pps over the same period to reach 74%. However, both values are still below the EU average and the coverage in rural areas remains low, with a coverage of fibre to the premises at 28.8% against an EU average of 33.8%. Overall, French enterprises have increased their use of digital technologies in business operations, but SMEs are lagging behind. The RRP has earmarked EUR 385 million to help finance companies’ digitalisation strategies between now and 2022. This includes an additional allocation to ‘France Num’ and a plan to help retailers digitalise their operations. In 2020, 22% of enterprises used big data against an EU average of 14%, and 45% used electronic information sharing. But the share of small and medium-sized enterprises (SMEs) with at least basic digital intensity levels is below the EU average. In particular, only 12% of French SMEs are selling online, against an EU average of 18%. Public investments – including RRF funds – are earmarked for the acceleration of the deployment of fibre to achieve coverage in rural and remote areas by 2025. France performs relatively well in the digital public service dimension, in particular for open data. France’s performance for digital public services for citizens is slightly below the EU average, while its score for open data almost reaches the maximum. However, France is not performing well in the number of pre-filled forms, as the score is significantly lower than the EU average (47 and 64 respectively). Table A8.1: Key Digital Economy and Society Index indicators Source: European Commission

Annex 9: Innovation This Annex provides a general overview of the performance of France’s research and innovation system. France is a strong innovation performer according to the 2021 European Innovation Scoreboard () but still has to reduce its gap with the EU innovation leaders. Total research and development (R&D) intensity reached 2.35% in 2020, still below the target of 3% initially set for 2020 and with no clear upward trend. Over the last decade, France has not been able to raise the performance of its public research system and the low degree of science-business cooperation remains a challenge. Between 2009 and 2019, there was a slight but steady decline in public R&D intensity (0.71% in 2019 compared to 0.82% in 2009), which appears to have been accompanied by a small decrease in scientific performance. Notably, the share of the country’s scientific publications among the top 10% most cited scientific publications worldwide has been on a slightly declining trend since 2013 (9.0% in 2018, below the EU average of 9.9%, compared to 10.3% in 2013). Moreover, the share of public-private co-publications has not significantly increased over the last decade and France continues to score below the EU average for public R&D financed by businesses, which reflects a relatively low propensity of businesses to cooperate and contract with public research labs. To tackle these key challenges, France has introduced in its recovery and resilience plan a wide-ranging reform, the multiannual programming law on research (2021-2030), aimed at gradually increasing public research and innovation (R&I) funding and promoting science-business linkages. The plan contains several other measures aimed at boosting investment and employment in research and innovation. In particular, EUR 4.25 billion is allocated to the investments for the future programme (‘Programme d’Investissement d’Avenir‘) to invest in key green and digital technologies and in teaching, research and innovation ecosystems. Despite a very high level of public support for business innovation (the highest in the EU), including the most generous R&D tax incentive scheme in the EU, France’s business R&D intensity is stagnating. So far the large amount of public support seems to have had a limited impact on innovation output, as reflected for example by France’s patenting activity, which has slightly declined over the last decade, and on fostering employment in fast-growing enterprises in the most innovative sectors. The extensive evaluation process of the Crédit Impôt Recherche conducted by the National Commission for the Evaluation of Innovation Policies (CNEPI) led to the conclusion that, while the scheme had positive effects for SMEs (both in terms of R&D activity and economic performance), it did not have a significant effect on larger firms. Table A9.1: Key research, development and innovation indicators Source: European Commission

Annex 10: Industry and single market Productivity growth is a critical driver of economic prosperity, well-being and convergence over the long run. A major source of productivity for the EU economy is a well-functioning single market, where fair and effective competition and a business friendly environment are ensured, in which small and medium enterprises (SMEs) can operate and innovate without difficulty. Businesses and industry rely heavily on robust supply chains and are facing bottlenecks that bear a negative impact on firms’ productivity levels, employment, turnover and entry/exit rates. This may impact the Member States’ capacity to deliver on Europe’s green and digital transformation. France’s labour productivity is high (see Annex 19), but it is growing more slowly than the EU average. Several weaknesses of the French economy harm productivity growth, in particular the insufficient digitalisation of French SMEs (see Annex 8), skills shortages and skills mismatches (see Annex 13) and a stagnating business R&D intensity in the past years (see Annex 9). The decline in economic activity and labour productivity due to the COVID-19 crisis and the restrictions imposed in 2020 and 2021 is expected to be temporary, provided the main growth drivers, such as R&D expenditure, are safeguarded (). The French recovery and resilience plan (RRP) includes large investments and some reforms supporting the development of skills, innovation and digitalisation, which will boost productivity. France is a leading country in terms of intangible investment intensity (investment over value added). This is particularly true for the manufacturing sector and for information and communication services. The combination of high intangible investment intensity and slow productivity growth suggests that there is potential to increase the productive efficiency of investments into intangible assets, such as software and R&D, in France (). The business environment could be improved in certain areas. To reduce regulatory barriers and administrative burden, France has adopted several reforms, including in its RRP. Nevertheless, some weaknesses remain. For instance, France has lengthy insolvency procedures. () Permit application procedures are often long and may hamper investment. While public procurement is very important for SMEs, they are less likely to be chosen as a contractor in France than in other Member States (). Access to loans is easier in France than in the rest of the EU, and access to equity capital, if more difficult, has significantly improved. The number of venture capital deals very slightly decreased in 2021 compared to 2018-2020, though the amount per deal has increased by roughly 50% (). Barriers to competition in services harm France’s integration into the single market. Several professions (accountants/tax advisers, architects, real estate agents and patent agents) face higher regulatory restrictions than the EU average (). In retail, France had the highest level of operations restrictions in the EU in 2018 while being around the EU average for establishment restrictions (). Since then, France has adopted new laws that have added restrictions on retail’s operations and establishment (). Regulatory barriers in services in France have led to low competition and high profit margins and prices, harming the competitiveness of the whole economy. The RRP does not address these barriers. The French economy has been affected by global supply chain disruptions, although to a slightly lower extent than other EU Member States. According to a survey carried out by the European Commission, 23% of firms were facing material shortages in 2021, slightly below the EU average (26%) but a sharp increase compared to 2017 (+7 pps). The supply chain disruptions have particularly affected some industries like the automotive industry. Table A10.1: Key Single Market and Industry Indicators (Continued on the next page) Table (continued) Source: See above in the table the respective source for each indicator in the column “description” Annex 11: Public administration Good administrative capacity enables economic prosperity, social progress and fairness. Public administrations at all government levels deliver crisis response, ensure the provision of public services and contribute to building resilience for the sustainable development of the EU economy. Overall, public administration in France is among the more effective in the EU (). Its strong coordination capacity and its systemic use of evidence-based instruments helps to improve the quality of public policies. The share of e-government users in France is well beyond the EU average (87.0% vs 70.8%). France’s performance in public procurement is also satisfactory (). Perception-based surveys find, however, that regulatory obstacles and administrative burden are one of the three areas that pose the biggest problems for their business (69% versus an EU average of 55%) (). The French recovery and resilience plan aims to further modernise the public sector. It includes measures for green budgeting and for the acceleration and simplification of administrative procedures. Planned reforms aim to strengthen the decentralisation and transfer of competences to the local authorities, with the aim of ensuring that each territory is able to provide responses tailored to its specific features, using appropriate tools and resources. Gender equality for civil servants is an issue, particularly among senior civil servants. Cross-cutting reforms of the public service (including the senior civil service) under the recovery and resilience plan are expected to contribute to stronger social cohesion, through revised recruitment procedures and the reinforcement of equal treatment and opportunities, including gender equality. Graph A11.1: Scope Index of Independent Fiscal Institutions (SIFI) and Medium-Term Budgetary Framework (MTBF) indices Source: European Commission, data from 2020

The justice system faces resources and efficiency challenges. The estimated time needed to resolve civil and commercial cases has been increasing significantly over recent years at all levels, in particular at first and last instances. The quality of the justice system is good overall, although digital tools are only used in some courts. As regards judicial independence, no systemic deficiencies have been reported. () Selected indicators point to room for improvement in France’s fiscal framework. The scope of activities of its independent fiscal institution is narrower than that of the average EU country (this observation was made before the entry into force of the public finance governance measures included in the RRP). While France records slightly above average results on the Commission´s Medium-term budgetary framework (MTBF) index, there is room for improvement in the level of detail of the medium term plans (Graph A11.1). Table A11.1: Public administration indicators - France Source: ICT use survey, Eurostat (# 1); E-government benchmark report (# 2); Open data maturity report (# 3); Fiscal Governance Database (# 4, 9, 10); Labour Force Survey, Eurostat (# 5, 6, 8), European Institute for Gender Equality (# 7), Single Market Scoreboard public procurement composite indicator (# 11); OECD Indicators of Regulatory Policy and Governance (# 12). Fairness Annex 12: Employment, skills and social policy challenges in light of the European Pillar of Social Rights The European Pillar of Social Rights provides the compass for upward convergence towards better working and living conditions in the EU. The implementation of its 20 principles on equal opportunities and access to the labour market, fair working conditions, social protection and inclusion, supported by the 2030 EU headline targets on employment, skills and poverty reduction, will strengthen the EU’s drive towards a digital, green and fair transition. This Annex provides an overview of France’s progress in achieving the goals under the European Pillar of Social Rights. While labour market conditions have recently been improving, vulnerable groups continue to face difficulties in their integration into the labour market. Overall, France is performing well on the indicators of the social scoreboard. The employment rate of the overall population (20-64 years) returned to its pre-crisis level, close to the EU average (in Q4-2021, 73.6% vs 74% at EU level), and the gender employment gap in 2020 (6.2%) is below the EU average (10.8%). Despite these positive developments, significant challenges remain for some vulnerable groups. The employment rate of the low skilled has not yet returned to its pre-crisis level (52.3% in Q4-2021 vs 53.7% in Q4-2019) and the employment gap remains high for people with disabilities (22.8 pps in 2020) and people with a migrant background, in particular non-EU-born (20.2 pps in 2020). Rising job vacancies in a context of skills shortages underline the need for targeted active labour market policies, reinforced access to upskilling and re-skilling opportunities and a better alignment of the initial education system with labour market needs. The policy measures already implemented to address existing skills mismatches, such as the revamped individual learning account and the skills investment plan, are not sufficient. Employers report the lack of skilled workers as the main barrier to recruitment Table A12.1: Social Scoreboard for France Source: European Commission Tackling these challenges is key for France to contribute to reaching the 2030 EU headline target on employment. The recovery and resilience plan (RRP) includes a range of measures such as hiring subsidies for employers recruiting people with disabilities and young people under 26, and for apprenticeships and work-study contracts. In the period 2021-2027, the European Social Fund Plus (ESF+) will strongly support employment and skills, through access to training courses, career transitions, and promotion of lifelong learning. Despite a relatively good performance with regard to early school leaving, tertiary education and adult participation in learning, France has strong inequalities in its education system. The impact of socio-economic inequalities on educational outcomes in France is significant, with basic skills particularly lacking among vulnerable groups. According to the 2018 PISA report, around one fifth of 15-year-olds lacked basic skills in reading, mathematics or science, even though these shares are slightly below the EU average. France is the third worst performer in the EU in terms of the impact of socio-economic inequalities on outcomes in sciences. These inequalities are confirmed by the results of studies conducted annually by the French authorities. The lack of access to adequate training for teachers exacerbates the issue. According to TALIS 2018, only 50% of lower secondary education teachers in France participated in professional development in the form of courses or seminars attended in person (vs. 75.6% on average in the OECD). Compared to the OECD average, French teachers have one of the highest student/teacher ratios. The French early school leaving rate is below the EU average (7.8% versus 9.7% in 2020) with, however, strong regional and social disparities (see Annex 13). Equal access to education services for people with disabilities remains a challenge, calling for inclusion measures also in the context of a broader deinstitutionalisation process. Access to training for the low skilled remains comparatively lower (4.6% for ISCED 0-2 vs 14.9% for ISCED 3-8) although it is higher than the EU average and the impact of the adult learning measures already adopted should be monitored. Improving learning outcomes and equity in education and access to lifelong learning remains key for France, also to contribute to reaching the 2030 EU headline targets on skills and employment. The situation of vulnerable groups on the labour market translates into a higher exposure to poverty risks, fuelled by the COVID-19 crisis. France performs relatively well with regard to the indicators of the Social Scoreboard, with notably a positive impact of social transfers on poverty reduction. However, some vulnerable groups, including non-EU born, low skilled, and low-work intensity households with dependent children, are significantly more exposed to poverty than the overall population. In 2020, the at-risk of poverty or social exclusion (AROPE) gap between people born in France and outside of the EU is of 24.1 pps in France vs 21.3 pps at EU level. Their employment gap in Q4-2021 is of 14.2 pps in France versus 9.8 pps at EU level. Against the background of a growing level of housing cost overburden, access to affordable and social housing is lacking. While the at-risk-of-poverty rate is expected to remain stable for the overall population, some indicators at national level, such as the number of applications to minimum income or the number of food aid beneficiaries, point at a further deterioration of the situation of people already exposed to poverty during the COVID-19 crisis. Tackling these challenges is key for France to help reach the 2030 EU headline target on poverty reduction. The national RRP targets vulnerable groups (other than young people) specifically only to a very limited extent. Under the ESF+, investments are planned for social inclusion, such as on reducing material deprivation and improving access to healthcare. Annex 13: Education and skills This Annex outlines the main challenges for France’s education and training system in light of the EU-level targets of the European Education Area strategic framework and other contextual indicators, based on the analysis from the 2021 Education and Training Monitor. The French education system, despite overall good outcomes, faces persisting socioeconomic and territorial inequalities affecting the level of basic skills. The vocational training of teachers remains an issue. The link between socio-economic status and performance remained among the strongest in the EU. France ranks fourth in the EU on how strongly socioeconomic status predicts performance in reading, as shown by PISA. 35.3% of disadvantaged 15-year-olds and 44.5% of first-generation migrant pupils do not have sufficient basic skills in reading, compared to 20.9% of all 15-year-old students. Inequalities are also reflected in a large rural-urban divide, where the differences in reading performance were equivalent to 2 years of schooling (). According to the 2019 Trends in International Mathematics and Science Study, French pupils in the 4th grade had the lowest performance in maths across the 22 participating EU countries; with less advantaged pupils scoring significantly lower. Standardised national tests in secondary education confirm the significant performance differences according to schools’ socio-economic profiles in 2020 and 2021, even though some of the pandemic-related learning losses seem to have been offset (). The French Court of Auditors has questioned the efficiency of public spending on education as educational performance has deteriorated, whereas spending has increased in recent decades (). In 2017, France introduced a pilot reform consisting of ‘halving class sizes’ in early years of education for students in priority areas, to enable pupils to benefit from more personalised support in an atmosphere conducive to learning. Halving the classes provided positive results, with better outcomes for mathematics than for French, and better results in the first grade than in the second grade. Pupils also showed more positive learning attitudes, enjoyed more personalised support and a better class climate. However, about 70% of disadvantaged children are not enrolled in disadvantaged schools ‘éducation prioritaire’ (). The French recovery and resilience plan includes measures to address these inequalities, but they remain limited in scope and budget allocation. Raising the level of basic skills for all will remain key, but in particular for the disadvantaged groups. Graph A13.1: French pupils' mathematics achievement Source: Trends in International Mathematics and Science Study 2019

Teacher education and career development continue to face challenges. Teachers in disadvantaged schools tend to have fewer qualifications than their counterparts in advantaged schools. For science teachers, this certification gap was the second widest in the EU, with only 62.7% of science teachers in schools in the bottom socio-economic profile quarter being certified, against 93.3% in the top quarter (PISA 2015). However, the qualification gap is less pronounced, with 81.2% of teachers in the lower quarter holding a university degree and majoring in science, versus 89.8% in the top quarter, an 8.5 point gap which is well within the OECD average (8.4). Lower secondary education teachers have reported a high level of need for professional development for teaching students with special needs and teaching in a multicultural or multilingual setting. The action plan ‘Grenelle de l’éducation‘ contains measures to address these challenges. The labour market relevance of education and training still requires improvements. The lack of skilled workers is one of the main barriers to recruitment in France. In 2019, the share of tertiary education graduates in science, technology, engineering and mathematics (STEM) was at the level of the EU average (25.8% vs 26.1%) as was the share of ICT graduates in the total number of graduates (3.6% of graduates vs 3.9% in the EU). The share of upper secondary students enrolled in vocational and general programmes was below the EU average (39.3% vs 48.4%). The number of apprentices has increased in recent years, including thanks to the hiring subsidies funded by the recovery and resilience plan. Improving the attractiveness and labour market relevance of the vocational education and training (VET) system and improving STEM and digital skills of learners is key to reducing the skills mismatc