Alice Barbier
Patrick Chariot
Thomas Lefèvre- Institut de recherche interdisciplinaire sur les enjeux sociaux, UMR8156 CNRS – U997 Inserm – EHESS – USPN, Aubervilliers, France
Study questions: To describe the prevalence of physical, sexual, and psychological intimate partner violence (IPV) against women in the European Union (EU) and to search for their determinants among demographic, socioeconomic, health-related factors, and partner characteristics.
Methods: Observational study. Data from the violence against women survey, the first study conducted in the EU, which simultaneously measured all dimensions of IPV and many characteristics. The EU Agency for Fundamental Rights randomly conducted face-to-face interviews among the 28 countries with 42,002 women aged 18–74 who resided in the survey country and spoke the language. IPV is defined by a positive answer to at least one question about physical, sexual, or psychological violence perpetrated by a current or ex-partner.
Findings: Among the 40,357 women having already been in a relationship, 51.7% (51.2–52.2) reported having been victims of violence in their lifetime. The prevalence of physical, sexual, and psychological IPV was, respectively, 20.0% (19.6–20.4), 8.4% (8.2–8.7), and 48.5% (48.1–49.0). Women, who were younger, employed, had highly qualified work, had at least one immigrant parent, lived in an urban setting, were unmarried, separated, divorced, widowed, childless, cohabited with a partner, and others over the age of 18, had worse self-perceived health, or a history of violence before the age of 15 were more likely to report IPV. It was the same when their partners had a lower level of education, no work, were home staying, earned less than they did, were involved in 10 years of relationship, were frequently drunk, or were violent otherwise.
Major implication: The lifetime prevalence of reported IPV among women in Europe is high and likely underestimated. The results emphasize the importance of a comprehensive definition of IPV and partners' characteristics. They highlight socioeconomic differences and poorer health status for victims of IPV.
Introduction
Not only does intimate partner violence (IPV) against women constitute a major violation of women's rights, but it also is a public health problem. IPV refers to behavior by an intimate partner or ex-partner that causes physical, sexual, or psychological harm, including physical aggression, sexual coercion, psychological abuse, and controlling behaviors (1). More than a third of women's homicides would be caused by IPV (2). IPV causes physical injuries, which at times may require surgical management (3). From a psychological standpoint, IPV is associated with incident depressive symptoms and suicide attempts (4), post-traumatic stress disorder (5), and an increase in drug use (6). IPV is also significantly associated with HIV (7). Women who have experienced violence would also be more exposed to cardiovascular diseases (8) and have molecular alteration causing, in general, greater long-term morbidity (9). Furthermore, IPV exposition is gradually recognized as a form of child abuse, which harms the health of children who witness violence (10). IPV against women is a European issue (11), although obviously present internationally (12). Recently, the issue of IPV has had all the media coverage during the COVID-19 pandemic, particularly with the lockdown measures (13). In 2013, the World Health Organization (WHO) compiled evidence on the lifetime prevalence of physical or sexual IPV, which has been estimated at 25.4% among European women (14). Risk factors seemed to be identified, such as young age, low education level, unemployment, low income, acculturation, the experience of child abuse, divorced status, and cohabitation (15). Available European data about IPV are derived from several, usually asynchronous and heterogeneous studies (Appendix A). The definition of IPV varies across studies, and its measure is often partial, that is, considering only one or two dimensions. Sexual and psychological IPV are often excluded from analyses. Although one study explored up to 18 potential determinants, most studies consider a much more limited number of determinants at the same time. To date, no large-scale study has been conducted in the European Union (EU) that consistently and simultaneously measured all physical, sexual, and psychological dimensions of IPV and a broad range of demographic, socioeconomic, and health-related characteristics. The present study aimed to describe the prevalence of physical, sexual, psychological, and overall IPV against exposed women in the EU general population and searched for their determinants among demographic, socioeconomic, health-related factors, and partner characteristics.
Materials and methods
Study design and participants
Data came from the violence against women EU-wide survey (VAWS), a multi-country, population-based, and cross-sectional study conducted by the EU Agency for Fundamental Rights (FRA) (16). A questionnaire was developed over 2 years by the FRA survey team composed of established academic experts and practitioners in the field of violence against women. To develop the questionnaire, FRA referred to the International Violence Against Women Survey and the WHO multi-country study on women's health and domestic violence. Details of the methods and response calculations have been described elsewhere (17). A random sample was compiled using addresses of households across the 28 member states of the EU using a two-stage clustered stratified randomization design. Primary sampling units (PSUs) were selected with probability proportional to size: wherever possible, local electoral territorial units were used as PSUs. Census enumeration districts or local authorities were used as PSUs where local electoral territorial units were available. Samples were stratified by geographical region and by urban or rural character. Then a geographical cluster sampling occurred. Addresses were randomly selected in each cluster. The survey was introduced at the door about women's wellbeing and safety. All women aged 18–74 years living under the same roof in the household who could speak one of the official languages of the country were eligible. Only women away from the household for 3 months or longer were excluded. A contact sheet was developed to document the respondent selection process and ensure that households and individuals were randomly selected.
Patient and public involvement
Agency for Fundamental Rights carried out a pilot study in six countries in 2011 (17). This one was designed to test the draft survey through the use of face-to-face interviews and focus group discussions. Interviewers were trained to carry out interviews with randomly selected women (15 respondents in each country) and with women who were identified by women's shelters and other victim support organizations as having been victims of violence (10 respondents in each country). Attention was also given to having women from different age groups participate. The interviews were based on a questionnaire that the interviewer and the interviewee completed together, followed by a cognitive interview. The cognitive interviews explored different women's understanding of key concepts to be examined. They related, in particular, to experiences of physical, sexual, and psychological violence in the intimate sphere as well as new settings, such as internet-based social networks. The interviews with women identified by women's shelters and other support organizations were recorded. Researchers listening to the recorded interviews used and agreed the criteria to code instances where the interviewee had problems answering a particular item or asked for more information. Following the results of the pretest, FRA revised the draft survey questionnaire before it was used. The results highlighted the role of the associations as a resource for interviewees who would like to continue talking about their experiences with someone after the survey.
Procedures
Physical, sexual, and psychological IPV were defined by a positive answer to at least one question about, respectively, physical, sexual, or psychological violence perpetrated by a current or previous partner (Appendix B). IPV was defined as the manifestation of at least one type of physical, sexual, or psychological IPV. To identify items corresponding to IPV and choose which category each item belonged to, that is, physical, sexual, or psychological IPV, we used the WHO definition (18). This definition only gives four examples of physical violence, two of sexual violence, and six of psychological violence whereas we had 52 items to classify (Appendix B). When it was not sufficiently precise, we used the Center for Disease Control and Prevention definition, which gives a more exhaustive definition of IPV, six pages long (19). Other variables were relative to women (eight variables to demographic and socioeconomic status, six to marital status and household composition, and five to health) and their partners when they had one at the time of the study (eight variables). Violence before the age of 15 was defined by a positive answer to at least one question about violence before the age of 15 (Appendix C). It was considered domestic if the father, mother, brother, or sister perpetrated it. Trained female interviewers did the measurement of all the variables. In-person and face-to-face interviews in interviewees' homes were conducted using the standard questionnaire translated into the main languages used in the EU member states. The interviewers had to have a minimum of 3 months of experience in random probability survey work and the ability to follow precise instructions. They could decline to work on the project if they were not comfortable with the topic. Training for interviewers focused on discussion of the random methodology and how to deal with distressed respondents. Households had to be located by the interviewer with women after a minimum of three visits or calls and when information about the household was not refused by the first contact.
Statistical methods
Numeric variables were categorized. The R® 3.6.0 software was used. We used the frequency function for proportions and the Wald method for their 95% confidence interval (95% CI). Associations were analyzed by bivariable logistic regressions. Three models of multivariable logistic regressions were run to control for confounding: demographic and socioeconomic model (Model 1); marital status, couple, and home-related model (Model 2); and health-related model (Model 3). Factors related to women were explored only among women in couples or having a previous couple relationship and referred to lifetime IPV. A multivariable logistic regression model was run, including only variables related to current partners, only among women in couples, and referred to current IPV. All multivariable models were adjusted on age. The odds ratio (OR) and their 95% CI were obtained with a tidy function. Each result was weighted by svydesign and svrepdesign functions. All factors and models were analyzed in each group of victims of overall physical, sexual, or psychological violence. Missing data (MD) were counted as a category.
Results
Participants
Agency for Fundamental Rights collected data between March and September 2012. Eligible women were 77,109. The questionnaire response rate was 42.1% (17). Less than 1% of people contacted were unable to take part because they did not speak one of the official languages. The statements of 42,023 women were collected, and 21 of them were removed from the dataset at the data cleaning stage. Among 42,002 statements, 31,222 women (74%) reported being in a relationship, and 26,765 (64%) reported having been at least once in a relationship.
Descriptive data
Demographic data
Women were 30% to be over the age of 60, and 70% lived in an urban area (Table 1). At least one of their parents was an immigrant for 12% of them. The majority of them were married or in a civil partnership (60%) and had children (75%).
Table 1. General characteristics of ever-partnered whole population and victims and non-victims of intimate partner violence.
Socioeconomic data
Most women reported a secondary level of education (43%). The majority had paid work (52%, mainly with an employed status), and 36% were unemployed during the past year.
Health-related data
A majority of women (69%) considered their health to be good, and only 5% perceived a disability. They reported having experienced child abuse in 36% of cases.
Partners-related data
When women had current partners, those were 23% to be over the age of 60 (Table 2). A majority of women reported that their partner had a secondary level of education (69%) and paid work (69%), mainly with an employed status. A majority of women reported that their partner earned more than them (61%). Most reported that their partner was not drunk more than once a month (93%). Only 7% of them declared that their partner was violent outside the family.
Table 2. General characteristics of current partners of the whole population and victims and non-victims of intimate partner violence.
Outcome data
Lifetime prevalence of IPV
The lifetime prevalence of overall reported IPV was 51.7% (95% CI 51.2–52.2) (Table 3). The prevalence of physical, sexual, and psychological IPV was, respectively, 20.0% (19.6–20.4), 8.4% (8.2–8.7), and 48.5% (48.1–49.0). Women could have experienced only one or two of the three IPV dimensions during their life or all three. Women were 6.3% to report having experienced all three (Table 4). The most prevalent form of isolated IPV was psychological IPV (29.6%), and isolated physical or sexual IPV was reported in < 1% of cases. Cumulated physical and psychological IPV was the most two-dimensional IPV reported (12.8%). Psychological IPV was the most prevalent isolated reported type of IPV (29.6%). Physical, respectively sexual IPV was about 3-fold, respectively about 4-fold less reported when the declared perpetrator was the current partner (respectively 7.0% for the current partner vs. 24.1% for the previous partner and 2.3 vs. 10.7%).
Table 3. Prevalence of lifetime physical, sexual, psychological, and overall intimate partner violence perpetrated by a previous or current partner.
Table 4. Lifetime prevalence of all combinations of reported types of intimate partner violence (psychological, physical, and sexual) in ever-partnered women (n = 40,357).
Bivariable associations between IPV and characteristics of women and partners
Demographic data
Women who reported lifetime IPV had more likely at least one immigrant parent and were more likely separated or divorced (Table 1). Conversely, women who reported no lifetime IPV were more than the others over 40 years old, more often a citizen of the country where they reside, living in rural areas, married or civil partnered, having children, and cohabiting with their partner, several children, or others over the age of 18.
Socioeconomic data
Women who reported lifetime IPV had more likely a higher level of education and an intellectual profession and were more likely employed during the past 12 months (Table 1). Conversely, women who reported no lifetime IPV were more than the others who retired or were homemakers and had less often been in paid employment.
Health-related data
Women who reported lifetime IPV were more likely to perceive their health as worse, to declare more often a disability, and to have been victims of violence before the age of 15 (Table 1).
Partner-related data
When they reported IPV perpetrated by their current partner, this partner was more often than the others < 40 years old, a homemaker, drunk more than once a week or every day, violent otherwise, having a lower earning, and engaged in a relationship of 1–10 years (Table 2). When they declared less current IPV, their partners were more than the others, over 40 years old.
Direction and magnitude of effects
Associations between IPV and women's age, current marital status, having children, and composition of the household not reduced to the couple were not consistent according to which IPV dimension was considered and could be of opposite effects. The magnitudes of associations (OR, 95% CI) ranged from 1.24 (1.14–1.33, secondary level of education) to 7.46 (6.50–8.57, divorce as a mode of ending the last relationship) for women's characteristics and from 1.31 (1.13–1.53, partner earning less that woman) to 4.53 (3.01–6.80, partner everyday drunkenness) for partner characteristics. Results of bivariable models for physical, sexual, and psychological IPV are reported in Appendix D–I.
Multivariable associations between IPV and characteristics of women and partners
Demographic data
Overall reported IPV was associated with the following women characteristics: being younger, having at least one immigrant parent, living in an urban setting, being unmarried, cohabiting with a partner, or others over the age of 18, being childless, and having been separated, divorced, or widowed (Table 5).
Table 5. Associations between overall, physical, sexual, and psychological intimate partner violence (IPV) and ever-partnered women characteristics.
Socioeconomic data
Overall reported IPV was associated with being employed and having highly qualified work (Table 5).
Health-related data
Overall reported IPV was associated with having worse self-perceived health and reporting a history of violence before the age of 15 (Table 5).
Partner-related data
Overall, IPV was also associated with several partner characteristics: lower level of education, not working or home staying, earning less than the woman, engagement in a relationship of 1–10 years, frequency of drunkenness, and being violent otherwise (Table 6).
Table 6. Associations between overall, physical, sexual, and psychological intimate partner violence (IPV) and characteristics of current partners of IPV victims.
Associations by type of violence
Never having done paid work and being married or civil partnered were significantly associated with less lifetime reported IPV, regardless of the type of IPV (Table 5). Having at least one immigrant parent, being separated, divorced, or widowed, a worse perceived health, and reporting a history of violence before the age of 15 was significantly associated with more lifetime reported IPV but also the frequency of partner drunkenness, regardless of the type of IPV (Table 6). Women aged 40–49, as well as those who had children, declared significantly more physical or sexual lifetime IPV and conversely less psychological lifetime IPV (Table 5).
Links between health and IPV
Regarding health, there was a positive and significant association between IPV and women's poor perceived health (OR close to 1.50 with regard to all dimensions of IPV), as well as a history of violence before the age of 15 (domestic or otherwise), regardless of the type of IPV (Table 5). Physical and sexual IPV were also associated with more women's limitations. There was a positive association between each type of IPV and partner drunkenness and between overall physical and psychological IPV and partner violence otherwise (Table 6).
Discussion
Key results
European women reported a high lifetime prevalence of IPV: 51.7% for overall IPV and 29.6% for isolated psychological IPV. Psychological IPV aside, most cases were two or three-dimensional IPV that combined physical and psychological (12.8%) or physical, psychological, and sexual dimensions (6.3%). The major component of the 20.0% prevalence of physical IPV was associated with at least another type of IPV when isolated physical IPV represented only 0.9%. Prevalence varied systematically according to whether the reported assailant was the current or a former partner: reported prevalence was lower when the perpetrator was the current partner, especially for physical (7.0 vs. 24.1%) and sexual (2.3 vs. 10.7%) IPV. All 27 screened characteristics of women or current partners were associated with at least one IPV type or overall IPV. Among the 19 women's characteristics, 13 remained after adjustments, and nine were consistently associated with all IPV types and overall IPV. Bad self-perceived health and functional limitation were associated with reported IPV.
Limitations
The roles of age, marital status, and cohabitation with the current partner are unclear. While being older was associated with more reported physical IPV, being younger was associated with more psychological, sexual, and overall IPV. We could not state whether age exposure to IPV is associated with being more aware and prone to disclose IPV. Being married or in a civil partnership was consistently associated with less reported IPV across all types of IPV: whether marriage is protective against IPV while being partially a condition of exposure or a condition that prevents women from reporting IPV could not be determined here (20). Cohabitation with a current partner could be associated with less or more IPV, depending on whether analyses were adjusted or not. Telephone recruitment of randomly selected women was used in countries with long distances between addresses and low population density (Denmark, Finland, and Sweden). It can have lowered the overall response rate. The cultural settings, acceptability of unsolicited approaches, and saturation with other surveys could also have an effect on the resulting response rate. The subject of violence against women, because of the general level of interest in the topic, perceived relevance of the survey, and experience of women could have affected the response rate. The latter was close to that observed in the European Working Conditions Survey (48%) (21). Standardization of the questionnaire and interviewers' training prevented observer bias during data collection. The memorization effort and subjectivity of some women's responses could have led to a recall bias. A misestimation of IPV prevalence is possible, notably sexual or psychological IPV, for which some items are less objective and may be influenced by cultural settings. However, two recent studies supported the comparability of data between countries (22). The interview setting in the women's home with the possible violent partner's presence could have decreased violence statements. The high difference between the prevalence of violence perpetrated by the ex-partner and by the current partner could be explained by a relative over-declaration of the ex-partner perpetrated IPV and a relative under-reporting of violence perpetrated by the current partner. There is no easy explanation for the current partner to be less violent than the previous partner. The existence of several ex-partners compared to a single current one may downplay the differences, but this does not seem to be the main source of the differences. On the other hand, women can talk less about it. This could mean that statements about the current partner are of limited value due to unspeakable violence. Despite a large number of variables for adjustment, we cannot rule out the possibility of some residual confounding. We lack information about the individual level (psychiatric history as antisocial behavior, traditional genre role attitudes, substance use as marijuana or tobacco), relational level (conjugal conflicts, pregnancy period, women's family structure as single parent, women's family education level and socioeconomic status, partner experience of parental monitoring), and community level (laws, cultural acceptance of IPV, media IPV normalization, social support, and neighborhood disadvantage). We have highlighted the current characteristics of women who have experienced IPV in their lifetime, that is, cumulative IPV. However, we do not know how they differ from those who were victims at the time of the investigation, which limits our understanding of their link to violence. Furthermore, we have studied physical, sexual, and psychological violence separately without exploring the possibility of another typology of violence explored in the study of Podaná (23). The need to differentiate between different types of VC was emphasized by Nevala, particularly in terms of coercion (24).
Important findings
Prevalence of IPV among European women
To the best of our knowledge, VAWS is the largest population-based survey on IPV among European women, which provides an acceptable statistical power. The findings are strengthened by the exhaustive, standardized, and concurrent measure of items. Our results are consistent with compiled results of the WHO report on European global and regional estimates of violence against women, which is 25.4% of the lifetime prevalence of physical or sexual IPV among ever-partnered women (14). The COVID-19 pandemic, associated in particular with successive lockdown periods, had a probable impact on the IPV. However, we do not know if the prevalence would have increased if the study had been conducted during or after this period (25).
Links between socioeconomic position and IPV
Our results support the view that IPV would be related to socioeconomic position, which was previously pointed out by Reichel (26). As was found by Costa et al. for physical IPV in Europe, manual work was associated with all types of IPV victimization (27). Similarly, the partner's unemployment was associated with more physical IPV perpetration. Our findings that age and being married are associated with less IPV are similar to results reported previously in a meta-analysis of prospective-longitudinal studies by Yakubovich et al. (28). Older women may report less IPV. However, the link between young age and IPV seems relevant as it exists even though it is a cumulative lifetime IPV. Our results, therefore, highlight the relevance of implementing preventive measures for young women and men that help reduce IPV. In addition, one study found that sexual harassment disproportionately affected younger women (29). Furthermore, this study showed, like our study concerning IPV, that women in higher occupational groups were more affected by sexual harassment. This suggests that younger age and higher occupations would put women at greater risk of violence, in general. Women not cohabiting with a partner and engaged in a recent couple relationship also appear to be more specifically exposed to IPV. Our findings that education level is a significant protective factor against IPV were not found for women in the meta-analyze of Yakubovich et al. (28). Analysis of VAWS data study among young women does not show any association between educational level and IPV (30). Because of the transversal design of the VAWS, we cannot establish temporality between education level and IPV. The COVID-19 pandemic-related lockdown has likely had unprecedented negative economic impacts and exacerbated some of the risk factors for IPV, including job loss and reduced income (31).
Links between a history of violence, health, and IPV
In the same way, causality cannot be demonstrated between women's perceived health, the partner's regular drunkenness, and the perpetration of violence outside the family. Further explorations might be necessary that follow women and partners throughout their lifetime and analyze changes in life factors and IPV in a repeated-measures design. As modifiable factors, their improvement could help decrease IPV. These characteristics could inversely help to identify IPV risk groups. Till-Tentschert suggested that women who have experienced violence before the age of 15 were at greater risk of experiencing physical and sexual abuse in later life (32). The strength of association estimated in our study and respect for temporality despite transversal design strengthens this idea. However, child abuse was not found to be a significant risk factor for IPV in the meta-analysis by Yakubovich et al., where retrospective histories of child abuse were excluded (28), and the association in our study was significant for physical and sexual IPV but not significant for overall and psychological IPV when child abuse was domestic. Further studies about revictimization are needed to explain the involvement of child abuse in the different types of IPV.
Specificity of psychological violence
As was the case of domestic child abuse, limitation, or presence of several majors at household, physical and sexual IPV had the most common factors. It does suggest common mechanisms, distinct from psychological IPV. Furthermore, psychological IPV seems to be mainly single perpetrated, whereas physical and sexual IPV seems to be associated with psychological IPV in most cases. Given the less important number of studies about psychological IPV than physical IPV in literature, despite the high prevalence of psychological IPV, further studies about psychological IPV may be required for understanding IPV.
Generalizability
The characteristics of the sample are consistent with European data for age in 2019 in particular (10.8% age group 15–24 and 14.3% age group 65–79) (33). However, some women, such as homeless persons and those living in institutions such as nursing homes, prisons, army barracks, or student hostels, were not included. Non-inclusion of students living in hostels may explain the width of the confidence interval concerning students. An underestimation of OR in this population is possible because of the protective character of age and marriage for overall IPV and the presence of several adults in the household for physical and sexual IPV. Further investigation is needed to characterize the risk in the student population. This is especially so because the student status of the partner is significantly associated with overall and psychological IPV in this study.
Conclusion
While our findings in terms of IPV prevalence and associated factors are mainly confirmatory of what can be found in the literature (34–36), our study presents at least four main interests that make it important. First, this survey is the first and only survey that has been conducted in Europe at such a scale, simultaneously across 28 countries with the same unique method. Second, it brings robust evidence that IPV is mainly a combination of at least two types of violence and is seldomly the experience of a single type of violence. Third, we show that reported prevalences dramatically vary according to whether the perpetrator is a current or an ex-partner, inviting researchers to find ways to control for divulgations biases in further studies that would be related to this characteristic. Fourth, the partner data reported here make this paper unique, especially since the information comes from a large sample (be it the women reporting and not the men). The results apply only to women and do not fully describe IPV as a whole, which may concern men. Physical IPV declared by men was estimated at 3.8% as victims and 10.0% as perpetrators and victims at once in Europe by Costa et al. (27). This study should not be used to suggest that studies and interventions need to be only targeted at women.
Data availability statement
Publicly available datasets were analyzed in this study. This data can be found here: https://ukdataservice.ac.uk/.
Author contributions
PC and TL were responsible for the conceptualization of the study and obtained access to data. TL designed the study and was responsible for the statistical design and oversight. AB and TL verified the underlying data and did the literature search. AB analyzed data. AB, TL, and PC wrote the manuscript. All authors had access to all the data and had responsibility for data interpretation, drafting, revision, and final approval of the manuscript's submission for publication.
Acknowledgments
The authors thank the FRA for making its data available.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher's note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpubh.2022.1033465/full#supplementary-material
Abbreviations
CI, Confidence interval; EU, European Union; FRA, Agency for Fundamental Rights; IPV, Intimate partner violence; MD, Missing data; OR, Odds ratio; PSUs, Primary sampling units; WHO, World Health Organization.
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Keywords: associated factors, Europe, ever-partnered women, intimate partner violence, partner, prevalence
Citation: Barbier A, Chariot P and Lefèvre T (2022) Intimate partner violence against ever-partnered women in Europe: Prevalence and associated factors—Results from the violence against women EU-wide survey. Front. Public Health 10:1033465. doi: 10.3389/fpubh.2022.1033465
Received: 31 August 2022; Accepted: 07 November 2022;
Published: 02 December 2022.
Edited by:
J. Abbas, Shanghai Jiao Tong University, ChinaReviewed by:
Linda Bullock, University of Virginia, United StatesRahul Gujrathi, Boston University, United States
Copyright © 2022 Barbier, Chariot and Lefèvre. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Alice Barbier, alicebarbier@live.fr