Major sporting, cultural or religious gatherings bring together large numbers of spectators from all over the world. Such events entail operational and scientific challenges for the people responsible for monitoring and responding to epidemic risks. Increased population density and public transport congestion are just some of the issues that need to be addressed.
In the case of the Paris 2024 Olympic and Paralympic Games, over 4 million spectators are expected across France. While Paris and the wider Île-de-France (ÎdF) region is playing host to the vast majority of events, participants and spectators, the Olympic Games are also taking place across six other regions: Provence-Alpes-Côte d'Azur (PACA), Auvergne-Rhône-Alpes (ARA), Haut-de-France (HdF), Pays-de-Loire (PdL), Nouvelle-Aquitaine (NA) and Centre-Val de Loire (CVL). The Île-de-France region is hosting all Paralympic Games sporting events, with the exception of the shooting competition, which is taking place in the Centre-Val de Loire region.
An article [1] recently published in the journal Infectious Diseases Now uses a narrative literature review to analyse the infectious disease risks that have arisen at major sporting events around the world over the last 30 years. The aim was to plan ahead and prepare measures to implement or strengthen in the run-up to the 2024 Olympic Games, in an effort to help detect and manage any epidemics occurring during the period of the Games. The review’s conclusions contributed to the rationale behind the enhanced surveillance system chosen and set up by Santé publique France for the Paris 2024 Olympic and Paralympic Games (see box – Enhanced surveillance during the 2024 Olympic and Paralympic Games).
3 questions for: Yves Gallien and Nelly Fournet, Île-de-France Regional Office, Regions Department, Santé publique France


Our work on mass gatherings started in 2021 with the Santé publique France team in Île-de-France looking into all of the risks that have been described during different types of mass gatherings. This literature review was shared with partners and health authorities in early 2022 as a contribution to the risk mapping process ahead of the Paris 2024 Olympic and Paralympic Games. It was updated in 2023 in liaison with Santé publique France’s Infectious Diseases Department in order to target the specific infection risks associated with mass sports gatherings held in summertime. The aim was to better identify the challenges involved with the Paris 2024 Olympic and Paralympic Games.
This exhaustive review confirms that cases of infectious diseases have clearly been described during mass summertime sports gatherings. This makes perfect sense since, even when there are no mass gatherings, outbreaks happen every summer: food poisoning, viruses, legionellosis, meningitis and, more recently*, several indigenous cases of arboviruses (dengue and chikungunya). However, this report also confirms that all of the epidemics recorded were already established before the gatherings began. Examples of this include the Zika virus during the Rio 2016 Olympic and Paralympic Games, meningitis and measles during the 2010 Football World Cup in South Africa, and COVID-19 during the UEFA Cup in the UK and Italy in 2020. Basically, cases do occur during mass summertime sports gatherings, but they do not present a major public health risk for athletes, spectators or the general public. This is especially true in cities that already welcome millions of tourists every year, such as Paris.
The published review focused solely on the risks of infectious diseases, which can potentially lead to epidemics. It is important to emphasise that spectators are present in the stadiums and around the perimeter of the Games for relatively brief periods, shorter than the incubation periods of most pathogens. This means that there is not enough time for these people to make any significant contribution to the circulation of pathogens or to the risk of epidemics in a given area and over a specific period. Therefore, it is advisable to be prepared for the usual summer infection risks listed above, even though the increased number of visitors may lead to difficulties for the regional health agencies in terms of managing cases and for Santé publique France when interpreting the indicators. That is why it is important to document the number of people present in real time in a given place and at a given site as accurately as possible. Telephony data, for example, which are already used in France for modelling purposes, could be collected. Having access to these detailed data mean that we have a clearer picture of the number of people present (known as population denominators) when assessing the data or risks.
Some of the other health risks worth mentioning, which were identified during the initial review in 2021 (unpublished), are those seen during peaks of hot weather or persistent heat episodes, and of course in the event of a heatwave. This happened during the Olympic Games in Atlanta in 1996 and in Tokyo in 2021. These phenomena, which are becoming increasingly common in summer, even at our latitudes, can have a rapid and massive impact on athletes, spectators and the general population.
The Heat Warning System (SACS) was set up throughout mainland France after the summer of 2023 and is coordinated by Santé publique France in conjunction with the French weather service, Météo-France. It is active between 1 June and 30 September. The system is designed to measure the health impact of heat on the population and to support the authorities in their decision-making process.
Santé publique France has many years of experience with mass gatherings (Turin 2006, D-Day celebrations in 2014, COP21 in 2015 in Île-de-France, Rouen Armada 2023, etc.). The agency’s experience in this domain will continue to develop, taking its lead from epidemiological requirements. The teams at Santé publique France were able to trial a surveillance system during the Rugby World Cup 2023 and test certain indicators** during the Rouen Armada.
The main lesson to be learnt from carrying out surveillance during these recent mass gatherings, which required significant involvement from our teams, is the importance of anticipating how much manpower is needed. This is because staff are mobilised for these events on top of their existing activities within the agency.
France counts a large number of professionals involved in health surveillance, whether for dedicated systems or day-to-day monitoring. Examples include the syndromic surveillance system SurSaUD®, the mandatory reporting of notifiable diseases or the identification of unusual health signals. The 2024 Olympic Games have presented an opportunity to introduce new surveillance systems in conjunction with Paris 2024, based on data from the Paris Fire Brigade (BSPP) and first-aid providers around the stadiums. Surveillance data from the BSPP include the reasons for emergency calls and the number of patients treated (in Paris and the adjoining departments of Hauts-de-Seine, Seine-Saint-Denis and Val-de-Marne). We are publishing data from these surveillance systems every week throughout the Paris 2024 Olympic and Paralympic Games in the form of a regional health surveillance bulletin. We will need to assess how these new systems have performed before deciding whether or not to make them permanent. Santé publique France also coordinates the wastewater microbiological surveillance system (SUM'EAU), and it recently carried out a study to identify pathogens of interest for wastewater surveillance in the run-up to the 2024 Olympic Games. (See box – Wastewater surveillance during mass gatherings).
The other lesson for health surveillance during mass gatherings is that small numbers of cases will inevitably occur and be reported, without necessarily putting a strain on the public health system. Whatever the context, these need to be investigated and refuted or confirmed in order to determine whether there is a health risk, which takes time.
[1] Yves Gallien, Nelly Fournet, Hugues Delamare, Laetitia Haroutunian, Arnaud Tarantola, Epidemiological surveillance and infectious disease outbreaks during mass international summertime sports gatherings: A narrative review, Infectious Diseases Now, Volume 54, Issue 4, Supplement, 2024, 104889,
* First case in the PACA region in 2010 and in Île-de-France in 2023
**Trauma, breathing difficulties, muscle or joint pain and fever, vomiting and/or diarrhoea, chest pain, alcohol or drug consumption, headache and fever, general symptoms (feeling unwell, dizziness, or fainting), symptoms related to heat, red/irritated eyes, skin rash, drowning/falling in a river, other.
Enhanced surveillance measures implemented during the Paris 2024 Olympic and Paralympic Games
Santé publique France, in collaboration with its partners, has set up an enhanced surveillance system for the entire period of the Paris 2024 Olympic and Paralympic Games. It is based on existing surveillance systems, which will be strengthened to meet the challenges associated with this type of event. All populations present in mainland France from 8 July to 15 September 2024 will be covered by this surveillance system.
What main surveillance systems will be mobilised for the Paris 2024 Olympic and Paralympic Games?
- The SurSaUD® syndromic surveillance system (data on emergency department visits in the OSCOUR® network, GP consultations in the SOS Médecins network, deaths from all causes and electronic certification of deaths);
- The notifiable diseases surveillance system;
- Microbiological surveillance systems with the French National Reference Centres (CNR);
- Surveillance systems based on networks of laboratories, doctors and participating hospital departments;
- Wastewater microbiological surveillance system (SUM’EAU);
- The Heat Warning System (SACS).
In addition, existing surveillance systems will be strengthened during the Games, such as those for monitoring drowning, arboviruses and air pollution.
New surveillance systems have also been set up:
- An international surveillance system of infectious signals, with the support of the ECDC;
- Surveillance carried out in partnership with the Paris Fire Brigade, the emergencu medical services (SAMU) and first-aid providers.
The data from this enhanced surveillance are published weekly in national and regional bulletins dedicated to the Paris 2024 Olympic and Paralympic.
- For more information : Santé publique France’s role and remit for the Paris 2024 Olympic and Paralympic Games
Wastewater surveillance during mass gatherings
Wastewater surveillance is an effective strategy for monitoring the health of the population, as demonstrated by the national wastewater microbiological surveillance system SUM'EAU, which was rolled out in France from 2022 in the wake of the COVID-19 pandemic.
In a study carried out with the INSPQ (National Public Health Institute of Québec) and ANSES (French Agency for Food, Environmental and Occupational Health & Safety), which was recently published by the journal Eurosurveillance [2], the authors describe a model used to identify the targets for wastewater surveillance in the context of the 2024 Olympic and Paralympic Games.
Steps to identifying pathogens of interest
The process of identifying pathogens of interest for wastewater surveillance began with a list of 60 pathogens that could present a public health issue during the Games. Each pathogen was then assessed against three inclusion criteria: (A) the analytical feasibility of measuring the pathogen in wastewater; (B) the relevance of monitoring the pathogen in relation to the specific features of the event and the characteristics of the pathogen; and (C) the added value in terms of informing public health decision-making.
Analytical feasibility (A) was assessed on the basis of publications demonstrating the detectability of pathogens in wastewater, which resulted in the initial list being reduced to 25 pathogens. Criteria B and C were then evaluated with the help of expert opinions using the Delphi* method. A panel of around 30 experts proposed five additional pathogens that met criterion A, meaning that a total of 30 pathogens were assessed over the three rounds of the iterative questionnaire. A threshold of 70% expert consensus was set for a pathogen to be included.
Six priority targets identified
This analysis identified six priority targets suitable for wastewater surveillance during the Games, namely poliovirus, influenza A virus, influenza B virus, Monkeypox virus, SARS-CoV-2 and measles virus.
These targets have the potential to be used for wastewater surveillance during future mass gatherings.
*The Delphi method is a group facilitation technique that aims to achieve consensus by gathering expert opinions on a given subject through a series of anonymous, structured questionnaires.
[2] Laila Toro, Henriette de Valk, Laura Zanetti, Caroline Huot, Arnaud Tarantola, Nelly Fournet, Laurent Moulin, Ali Atoui, Benoît Gassilloud, Damien Mouly, Frédéric Jourdain. Pathogen prioritisation for wastewater surveillance ahead of the Paris 2024 Olympic and Paralympic Games, France. Euro Surveill. 2024;29(28):pii=2400231.
For more information
- Santé publique France’s involvement in the Paris 2024 Olympic and Paralympic Games
- Surveillance during the Rugby World Cup 2023 (French only)
- Publications relating to health surveillance during mass gatherings:
- Atiki N, Courtillet V, Joly LM, Dujardin A, Martel M. Surveillance "grand rassemblement" lors de l'Armada de Rouen 2023. Weekly Epidemiological Bulletin 2024;(10):214-20.
- Chanzy E, Gentile M, Nahon M, Paty AC, Stibbe O, Tourtier JP, Petrovic T, Goix L, Adnet F, Lapostolle F. COP21 – Organisation et bilan d’une médicalisation sous haute tension. Journal of Epidemiology and Public Health, 2019, vol. 67, no. 3, p. 201-204.
- Franke F, Coulon L, Renaudat C, Euillot B, Kessalis N, Malfait P. Le système de surveillance épidémiologique mis en place dans le département des Hautes-Alpes pendant les Jeux Olympiques d'hiver, Turin 2006. Euro Surveill. 2006;11(12):pii=671.
- Risks during the summer months (French only)
- Heat and health: morbidity and mortality data for summer 2023 (French only)