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Helary A, Botelho-Nevers E, Bonneton M, Khennouf L, Sambourg J, Launay O, Gagneux-Brunon A. Factors, motivations and barriers associated with eagerness to volunteer in COVID-19 vaccine clinical trials in France: A mixed-method study. Vaccine 2024; 42:126035. [PMID: 38910094 DOI: 10.1016/j.vaccine.2024.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 05/03/2024] [Accepted: 06/01/2024] [Indexed: 06/25/2024]
Abstract
INTRODUCTION During the COVID-19 pandemic, there was an unprecedented effort to engage people in clinical vaccine research. Most of the French volunteers registered in the first weeks after the launch in October 2020 of COVIREIVAC, an electronic platform dedicated to COVID-19 vaccine clinical trials (VCT). In the context of pandemic preparedness, identifying factors associated with eagerness or hesitancy to participate in VCT may help to increase recruitment of volunteers from diverse backgrounds. METHODS We used a mixed-method survey offered to the volunteers registered on the COVIREIVAC platform, and semi-directed interviews in participants to COVID-19 VCTs. Volunteers were divided into three categories: early volunteers (EV), registered before the launch of the COVID-19 vaccination campaign, middle volunteers (MV) registered between the first of January 2021 and the generalization of the COVID-19 vaccination to the entire population in May 2021, and late volunteers (LV) registered afterward. RESULTS Among the 56,101 COVIREIVAC registered volunteers, 2,741 (4.9 %) completed the survey, 1,915 (69.6%) were EV, 301 (11.0%) were MV and 525 (19.2 %) were LV. Sixteen were face-to-face interviewed. Age, educational level, attitudes toward vaccination evaluated with the 5C-model did not differ between EV and MV. Women gender and the possibility to choose the vaccine platform was associated with being a MV. LV were significantly younger, had a lower educational level and had less positive attitudes toward vaccines than EV and MV. The main motivations for participation in VCTs were altruistic notably in EV and MV. For LV, they registered in the hope to choice the vaccine technology. Among the respondents, 2,041 (74.5 %) would consider to participate in a non-COVID-19 VCT. CONCLUSION LV on the COVIREIVAC platform had a distinct profile from EV and MV, and were less confident in vaccines. Restoring confidence in vaccines and clinical may help to engage more diverse populations in VCTs.
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Affiliation(s)
- Aloïs Helary
- Inserm, F-CRIN, I-REIVAC/COVIREIVAC, 75679 Paris, France
| | - Elisabeth Botelho-Nevers
- Centre International de Recherche en Infectiologie, Team GIMAP, Univ Lyon, Université Jean Monnet, Université Claude Bernard Lyon 1, Inserm, U1111, CNRS, UMR530, France; CIC INSERM 1408 Vaccinologie, CHU de Saint-Etienne, France; Chaire PREVACCI, Université Jean Monnet, Saint-Etienne, France
| | - Marion Bonneton
- PCCEI, UMR 1058, Université de Montpellier, INSERM, EFS, France
| | - Léa Khennouf
- Centre International de Recherche en Infectiologie, Team GIMAP, Univ Lyon, Université Jean Monnet, Université Claude Bernard Lyon 1, Inserm, U1111, CNRS, UMR530, France; CIC INSERM 1408 Vaccinologie, CHU de Saint-Etienne, France; Chaire PREVACCI, Université Jean Monnet, Saint-Etienne, France
| | | | - Odile Launay
- Inserm, F-CRIN, I-REIVAC/COVIREIVAC, 75679 Paris, France; Université de Paris, Inserm CIC 1417, Assistance publique - Hôpitaux de Paris, hôpital Cochin, 75679 Paris, France
| | - Amandine Gagneux-Brunon
- Centre International de Recherche en Infectiologie, Team GIMAP, Univ Lyon, Université Jean Monnet, Université Claude Bernard Lyon 1, Inserm, U1111, CNRS, UMR530, France; CIC INSERM 1408 Vaccinologie, CHU de Saint-Etienne, France; Chaire PREVACCI, Université Jean Monnet, Saint-Etienne, France.
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Breyton M, Schultz É, Smith A'B, Rouquette A, Mancini J. Information overload in the context of COVID-19 pandemic: A repeated cross-sectional study. PATIENT EDUCATION AND COUNSELING 2023; 110:107672. [PMID: 36827879 PMCID: PMC9922676 DOI: 10.1016/j.pec.2023.107672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 01/26/2023] [Accepted: 02/11/2023] [Indexed: 06/18/2023]
Abstract
OBJECTIVES To assess the psychometric properties of the Coronavirus Information Overload scale (CovIO) and explore relationships between CovIO, its predictors and several health behaviours related to the COVID-19 pandemic, using Cancer Information Overload (CIO) scale results as a reference for comparison. METHODS 2003 participants representative of the French adult population answered a self-administered questionnaire over two waves of polling (N1(June 2020)= 1003, N2(January 2021)= 1000). Respondents were randomized to fill CovIO or CIO scale. Psychometric properties of scales were evaluated with Confirmatory Factor Analysis (CFA). Predictors were assessed using multivariate linear regression. RESULTS CovIO scale showed satisfactory psychometric properties (α=0.86, ω=0.86, RMSEA=0.050) without any measurement invariance issue. CovIO increased between waves of sampling and was significantly linked to education, health literacy and trust in institutions among other variables. A negative relationship between information overload and preventive behaviours was also observed. CONCLUSION The CovIO scale is a valid tool for assessing COVID-19 information overload. The dynamical formation of information overload and links with theorised predictors, especially, health literacy are confirmed. PRACTICE IMPLICATIONS Longitudinal designs could help better understand the potential detrimental effect of information overload and improving public health campaigns. Interventions to reduce the degree of overload are needed.
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Affiliation(s)
- Martin Breyton
- Aix Marseille Univ, INSERM, IRD, ISSPAM, SESSTIM, Cancer, Biomedicine & Society Group, Equipe Labellisée Ligue 2019, Marseille, France; AP-HM, Marseille, France
| | - Émilien Schultz
- Aix Marseille Univ, INSERM, IRD, ISSPAM, SESSTIM, Cancer, Biomedicine & Society Group, Equipe Labellisée Ligue 2019, Marseille, France; CEPED (UMR 196), Université de Paris, IRD, 75006 Paris, France
| | - Allan 'Ben' Smith
- Centre for Oncology Education and Research Translation (CONCERT), Ingham Institute for Applied Medical Research & South Western Sydney Clinical School, University of New South Wales, Liverpool, NSW, Australia; Psycho-Oncology Co-operative Research Group (PoCoG), School of Psychology, University of Sydney, Australia
| | - Alexandra Rouquette
- Public Health and Epidemiology Department, AP-HP Paris-Saclay, Le Kremlin-Bicêtre, France; Université Paris-Saclay, UVSQ, CESP, INSERM U1018, Villejuif, France
| | - Julien Mancini
- Aix Marseille Univ, INSERM, IRD, ISSPAM, SESSTIM, Cancer, Biomedicine & Society Group, Equipe Labellisée Ligue 2019, Marseille, France; AP-HM, BIOSTIC, Hop Timone, Marseille, France.
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Shah U, Biswas MR, Ali R, Ali H, Shah Z. Public attitudes on social media toward vaccination before and during the COVID-19 pandemic. Hum Vaccin Immunother 2022; 18:2101835. [PMID: 35920771 PMCID: PMC9746453 DOI: 10.1080/21645515.2022.2101835] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 06/17/2022] [Accepted: 07/12/2022] [Indexed: 12/15/2022] Open
Abstract
With the success of COVID-19 vaccines in clinical trials, vaccination programs are being administered for the population with the hopes of herd immunity. However, the success of any vaccination program depends on the percentage of people willing to get vaccination which is influenced by social, economic, demographic, and vaccine-specific factors. Thus, it is important to understand public attitudes and perceptions toward vaccination. This study aims to measure public attitude toward vaccines and vaccinations before and during the COVID-19 pandemic, using public data from Twitter. A total of 880,586 tweets for 57,529 unique users were included in the study. Most of the tweets were posted in five languages: French, English, Swedish, Dutch, and Italian. These tweets were divided into two time periods: before COVID-19 (T1) and during COVID-19 (T2). This study observed the shift in the sentiments of the public attitude toward vaccines before and during COVID-19 pandemic. Both positive and negative shifts in sentiments were observed for the users of various languages but shifts toward positive sentiments were more prominent during the COVID-19 pandemic.
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Affiliation(s)
- Uzair Shah
- College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
| | - Md. Rafiul Biswas
- College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
| | - Raian Ali
- College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
| | - Hazrat Ali
- College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
| | - Zubair Shah
- College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
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Gagneux-Brunon A, Ward JK, Bonneton M, Verger P, Launay O, Botelho-Nevers E. Intention to participate in COVID-19 vaccine clinical trials in May 2021: a cross-sectional survey in the general French population. Hum Vaccin Immunother 2022; 18:2072630. [PMID: 35561252 PMCID: PMC9481082 DOI: 10.1080/21645515.2022.2072630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
In May 2021, while the immunization campaign was in progress, the emergence of new SARS-CoV-2 variants led us to assess attitudes toward participation in a COVID-19 vaccine clinical trial (VCT) in France. Between the 10th and the 23rd of May 2021, we conducted a cross-sectional online survey among a representative sample of the French population aged 18 and over and a specific sample of the French population over 65. Among the 3,056 respondents, 28.0% (856) would consider participation in a COVID-19 VCT. Factors independently negatively associated with willingness to participate in a COVID-19 VCT were female gender with an adjusted odd ratio (aOR) 0.42 and 95% confidence interval (95% CI) 0.35–0.51, and mistrust in health actors (in their own physician and pharmacists, health ministry, government, scientists in medias, medias and pharmaceutical companies) with aOR 0.86 (95% CI 0.84–0.88) by one-point increase in mistrust in health actors score. Factors positively associated with willingness to participate in a COVID-19 VCT were COVID-19 vaccination or intention to get vaccinated with aOR 4.89 (95% CI 3.15–7.61), being a healthcare worker with aOR 2.051 (95% CI 1.51–2.80), being at risk for severe COVID-19 with aOR 1.39 (95% CI 1.14–1.69) and altruism as the main reason for getting vaccination with aOR 1.56 (95% CI 1.29–1.88). In May 2021, despite COVID 19 vaccine availability, 28% of the French population would agree to participate in a COVID-19 VCT. Mistrust in health actors contributes to a reduction in the intention to participate. Attitudes toward COVID-19 vaccination predict attitudes toward participation in a COVID-19 VCT.
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Affiliation(s)
- Amandine Gagneux-Brunon
- Centre International de Recherche en Infectiologie, Team GIMAP, Univ Lyon, Université Jean Monnet, Université Claude Bernard Lyon 1, Inserm, U1111, CNRS, UMR530, Saint-Etienne, France.,CIC INSERM 1408 Vaccinologie, CHU de Saint-Etienne, Saint-Etienne, France.,Chaire PREVACCI, Université Jean Monnet, Saint-Etienne, France.,Inserm, F-CRIN, I-REIVAC/COVIREIVAC, Paris, France
| | - Jeremy K Ward
- Laboratory VITROME (Aix Marseille Université, IRD, AP-HM,SSA), Marseille, France.,Laboratory CERMES3 (INSERM, CNRS, EHESS, Université deParis), Villejuif, France
| | - Marion Bonneton
- Inserm, F-CRIN, I-REIVAC/COVIREIVAC, Paris, France.,CIC 1417, INSERM, Assistance Publique - Hôpitaux de Paris, Université de Paris, Hôpital Cochin, Paris, France
| | - Pierre Verger
- Laboratory VITROME (Aix Marseille Université, IRD, AP-HM,SSA), Marseille, France.,Observatoire régional de la santé Paca, Marseille, France
| | - Odile Launay
- Inserm, F-CRIN, I-REIVAC/COVIREIVAC, Paris, France.,CIC 1417, INSERM, Assistance Publique - Hôpitaux de Paris, Université de Paris, Hôpital Cochin, Paris, France
| | - Elisabeth Botelho-Nevers
- Centre International de Recherche en Infectiologie, Team GIMAP, Univ Lyon, Université Jean Monnet, Université Claude Bernard Lyon 1, Inserm, U1111, CNRS, UMR530, Saint-Etienne, France.,CIC INSERM 1408 Vaccinologie, CHU de Saint-Etienne, Saint-Etienne, France.,Chaire PREVACCI, Université Jean Monnet, Saint-Etienne, France
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Schultz É, Atlani-Duault L, Peretti-Watel P, Ward JK. Does the public know when a scientific controversy is over? Public perceptions of hydroxychloroquine in France between April 2020 and June 2021. Therapie 2022; 77:591-602. [PMID: 35101281 PMCID: PMC8801974 DOI: 10.1016/j.therap.2022.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 12/29/2021] [Accepted: 01/10/2022] [Indexed: 11/24/2022]
Abstract
Objectives In the early stages of the coronavirus disease 2019 (COVID-19) pandemic, chloroquine and its derivatives such as hydroxychloroquine (HCQ) were widely commented upon both within the scientific community and in the media. This paper explores the different factors that influenced public perceptions in France of the efficacy of HCQ as well as their evolution between April 2020 and June 2021. Methods This article draws on 5 surveys conducted among representative samples of the French population (projects COCONEL and TRACTRUST; quota method, n = 1006; 1004; 2006; 1014 and 1005). We asked questions on the effectiveness of chloroquine against COVID-19. We also collected sociodemographic variables and attitudes toward politics and science. Results Between April and June 2021, the proportion of respondents who believed in the efficacy of HCQ decreased rapidly from 35% to 14%. The proportion of respondents who believed that HCQ is ineffective rose gradually from 6% to 21%. After adjusting for the temporal effect, the logistic regression showed a very strong association between political orientation and the belief in the efficacy of HCQ. Respondents who felt closest to the more radical parties (far-right and far-left) were more likely to believe in the efficacy of HCQ than those who felt closest to the political center (O.R. 2.48 [1.95–3.15] and 1.87 [1.44–2.43]). The role of trust in the government and in science and of the degree of political engagement were investigated in the two waves conducted after the scientific consensus was established during the summer of 2020. High levels of trust in the government and in science and of politicization are associated with belief of HCQ proven inefficacy. Across the whole period, a majority of respondents were uncertain. Even in 2021, 41.5% stated that the data were insufficient to decide whether or not HCQ is effective and 25.2% stating that they did not know. Conclusion Because media coverage of scientific controversies is higher in times of uncertainty than after these controversies have died down, the publicization of therapeutic promises can have lasting consequences on attitudes towards science and medicine.
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Affiliation(s)
- Émilien Schultz
- Université de Paris, IRD, Inserm, CEPED (UMR 196), 75006 Paris, France; Aix Marseille Univ, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, ISSPAM, Equipe CANBIOS Labellisée Ligue Contre le Cancer, 13005 Marseille, France.
| | - Laëtitia Atlani-Duault
- Université de Paris, IRD, Inserm, CEPED (UMR 196), 75006 Paris, France; Institut COVID-19 Add Memoriam, université de Paris, 75006 Paris, France; WHO Collaborative Center for Research on Health and Humanitarian Policies and Practices, IRD, université de Paris, 75006 Paris, France; Columbia University, Mailman School of Public Health, New York, NY, USA
| | - Patrick Peretti-Watel
- VITROME, Aix-Marseille université, IRD, AP-HM, SSA, 13005 Marseille, France; Observatoire régional de la santé PACA (ORS Paca), Aix-Marseille université, 13385 Marseille, France
| | - Jeremy K Ward
- VITROME, Aix-Marseille université, IRD, AP-HM, SSA, 13005 Marseille, France; CERMES3, Inserm, CNRS, EHESS, université de Paris, 94801 Villejuif, France
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Schultz É, Mignot L, Ward JK, Boaventura Bomfim D, Chabannon C, Mancini J. Public perceptions of the association between drug effectiveness and drug novelty in France during the COVID-19 pandemic. Therapie 2022; 77:693-701. [PMID: 35599194 PMCID: PMC9077798 DOI: 10.1016/j.therap.2022.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 04/11/2022] [Accepted: 05/02/2022] [Indexed: 12/16/2022]
Abstract
OBJECTIVES During the coronavirus disease 2019 (COVID-19) pandemic, public debates overtly addressed the promises of new innovative drugs. Many of these debates pitted those who advocated for the development of new drugs by pharmaceutical companies against those who favored the repositioning of existing drugs. Our study explored perceptions of the association between drug novelty and effectiveness as well as perceptions of the role of the pharmaceutical industry in drug development. METHODS Data were collected in January 2021 from a quota sample of the French population aged 18-75years (n=1,000) during the second round of the "Health Literacy Survey 2019" (HLS19). RESULTS We tested the hypothesis that individuals with a high level of familiarity with the health care system and those with a high level of trust in institutions are more likely to agree that new drugs are more effective than old ones and that drug development should be driven by the pharmaceutical industry. A quarter (25%) of respondents agreed that new drugs are always more effective than old ones. Agreement with this statement was stronger among respondents with a high level of familiarity with the health care system (as measured by the navigational health literacy score, OR 3.34 [2.13-5.24]). Respondents with a low level of trust in pharmaceutical companies or politicians were two times less likely to agree that new drugs are always more effective than old ones (OR 0.63 [0.42-0.95] and OR 0.68 [0.49-0.94], respectively). A high level of trust in pharmaceutical companies was reported by 42% of respondents, and 43% agreed that drug development should be driven by the pharmaceutical industry. CONCLUSION Our study shows that the perceived effectiveness of innovative drugs is associated with familiarity with the health care system and trust in institutions.
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Affiliation(s)
- Émilien Schultz
- Université Paris Cité, IRD, Ceped, 75006 Paris, France,SESSTIM, Sciences Économiques & Sociales de la Santé & Traitement de l’Information Médicale, CANBIOS team (équipe labellisée LIGUE 2019), Aix-Marseille Université, Inserm, IRD, 13009 Marseille, France,Corresponding. CEPED, 45, rue des Saints-Pères, 75006 Paris, France
| | - Léo Mignot
- University of Bordeaux, CNRS, CED, UMR 5116, 33600 Pessac, France,Sciences Po Bordeaux, CNRS, CED, UMR 5116, 33600 Pessac, France
| | - Jeremy K. Ward
- CERMES3, Inserm, CNRS, EHESS, Université de Paris Cité, 94801 Villejuif, France,VITROME, Aix-Marseille University, IRD, AP-HM, SSA, 13005 Marseille, France
| | - Daniela Boaventura Bomfim
- University of Bordeaux, CNRS, CED, UMR 5116, 33600 Pessac, France,SIRIC BRIO, CHU de Bordeaux, Institut Bergonié, Université of Bordeaux, Inserm, CNRS, 33000 Bordeaux, France
| | - Christian Chabannon
- Module Biothérapies du Centre d’Investigations Cliniques en Biothérapies, Inserm CBT-1409, Aix-Marseille Université, Institut Paoli-Calmettes comprehensive cancer center, 13005 Marseille, France
| | - Julien Mancini
- SESSTIM, Sciences Économiques & Sociales de la Santé & Traitement de l’Information Médicale, CANBIOS team (équipe labellisée LIGUE 2019), Aix-Marseille Université, Inserm, IRD, 13009 Marseille, France,BioSTIC, AP–HM, Timone, 13005 Marseille, France
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Touzani R, Schultz E, Holmes SM, Vandentorren S, Arwidson P, Guillemin F, Rey D, Rouquette A, Bouhnik AD, Mancini J. Early Acceptability of a Mobile App for Contact Tracing During the COVID-19 Pandemic in France: National Web-Based Survey. JMIR Mhealth Uhealth 2021; 9:e27768. [PMID: 34086589 PMCID: PMC8291140 DOI: 10.2196/27768] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 04/12/2021] [Accepted: 05/27/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Several countries have implemented mobile apps in an attempt to trace close contacts of patients with COVID-19 and, in turn, reduce the spread of SARS-CoV-2. However, the effectiveness of this approach depends on the adherence of a large segment of the population. OBJECTIVE The aims of this study were to evaluate the acceptability of a COVID-19 contact tracing mobile app among the French population and to investigate the barriers to its use. METHODS The Health Literacy Survey 2019 questioned 1003 people in France during the COVID-19 pandemic on the basis of quota sampling. The survey collected sociodemographic characteristics and health literacy data, as well as information on participants' communication with caregivers, trust in institutions, and COVID-19 knowledge and preventive behaviors. The acceptability of a mobile app for contact tracing was measured by a single question, the responses to which were grouped into three modalities: app-supporting, app-willing, and app-reluctant. Multinomial logistic regression analysis was performed to identify the factors associated with the acceptability of a mobile app during the COVID-19 pandemic. RESULTS Only 19.2% (193/1003) of all participants were app-supporting, whereas half of them (504/1003, 50.3%) were reluctant. The factors associated with willingness or support toward the contact tracing app included lower financial deprivation (app-willing: adjusted odds ratio [aOR] 0.8, 95% CI 0.69-0.93; app-supporting: aOR 0.7, 95% CI 0.58-0.84) and higher perceived usefulness of using a mobile app to send completed health questionnaires to doctors (app-willing: aOR 2.3, 95% CI 1.70-3.26; app-supporting: aOR 3.1, 95% CI 2.04-4.82). Furthermore, the likelihood of supporting the mobile app increased with age over 60 years (aOR 1.9, 95% CI 1.13-3.22), trust in political representatives (aOR 2.7, 95% CI 1.72-4.23), feeling concerned about the pandemic situation (aOR 2.2, 95% CI 1.47-3.32), and knowledge about the transmission of COVID-19 (aOR 2.0, 95% CI 1.39-2.96). CONCLUSIONS The most socioeconomically precarious people, who are at a higher risk of SARS-CoV-2 infection, are also the most reluctant to using a contact tracing mobile app. Therefore, optimal adherence can only be effective with a targeted discourse on public health benefits to adopt such an app, which should be combined with a reduction in inequalities by acting on structural determinants.
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Affiliation(s)
- Rajae Touzani
- Aix Marseille Univ, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, ISSPAM, Equipe CANBIOS Labellisée Ligue Contre le Cancer, Marseille, France
- Institut Paoli-Calmettes, SESSTIM U1252, Marseille, France
| | - Emilien Schultz
- Aix Marseille Univ, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, ISSPAM, Equipe CANBIOS Labellisée Ligue Contre le Cancer, Marseille, France
- CEPED, Université de Paris, IRD, Paris, France
| | - Seth M Holmes
- Institut Paoli-Calmettes, SESSTIM U1252, Marseille, France
- IMERA Mediterranean Institute for Advanced Study, Marseille, France
- Society and Environment, Rausser College of Natural Resources, University of California, Berkeley, Berkeley, CA, United States
- Medical Anthropology, Department of Anthropology, University of California, Berkeley, Berkeley, CA, United States
- School of Public Health, University of California, Berkeley, Berkeley, CA, United States
| | | | | | - Francis Guillemin
- CIC 1433 Clinical Epidemiology, Inserm, CHRU, University of Lorraine, Nancy, France
| | - Dominique Rey
- Aix Marseille Univ, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, ISSPAM, Equipe CANBIOS Labellisée Ligue Contre le Cancer, Marseille, France
| | - Alexandra Rouquette
- Public Health and Epidemiology Department, AP-HP, Bicêtre Hôpitaux Universitaires Paris Sud, Le Kremlin-Bicêtre, France
- Université Paris-Saclay, Univ. Paris-Sud, UVSQ, CESP, INSERM U1018, Villejuif, France
| | - Anne-Déborah Bouhnik
- Aix Marseille Univ, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, ISSPAM, Equipe CANBIOS Labellisée Ligue Contre le Cancer, Marseille, France
| | - Julien Mancini
- Aix Marseille Univ, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, ISSPAM, Equipe CANBIOS Labellisée Ligue Contre le Cancer, Marseille, France
- APHM, Hop Timone, BioSTIC, Biostatistique et Technologies de l'Information et de la Communication, Marseille, France
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