Objectives Physical distancing as a non-pharmaceutical intervention aims to reduce interactions between people to prevent SARS-CoV-2 transmission. Intimate physical contact outside the household (IPCOH) may expand transmission networks by connecting households. We aimed to explore whether intimacy needs impacted adherence to physical distancing following lockdown in Britain in March 2020.
Methods The Natsal-COVID web-panel survey (July–August 2020) used quota-sampling and weighting to achieve a quasi-representative population sample. We estimate reporting of IPCOH with a romantic/sexual partner in the 4 weeks prior to interview, describe the type of contact, identify demographic and behavioural factors associated with IPCOH and present age-adjusted ORs (aORs). Qualitative interviews (n=18) were conducted to understand the context, reasons and decision making around IPCOH.
Results Of 6654 participants aged 18–59 years, 9.9% (95% CI 9.1% to 10.6%) reported IPCOH. IPCOH was highest in those aged 18–24 (17.7%), identifying as gay or lesbian (19.5%), and in steady non-cohabiting relationships (56.3%). IPCOH was associated with reporting risk behaviours (eg, condomless sex, higher alcohol consumption). IPCOH was less likely among those reporting bad/very bad health (aOR 0.54; 95% CI 0.32 to 0.93) but more likely among those with COVID-19 symptoms and/or diagnosis (aOR 1.34; 95% CI 1.10 to 1.65). Two-thirds (64.4%) of IPCOH was reported as being within a support bubble. Qualitative interviews found that people reporting IPCOH deliberated over, and made efforts to mitigate, the risks.
Conclusions Given 90% of people did not report IPCOH, this contact may not be a large additional contributor to SARS-CoV-2 transmission, although heterogeneity exists within the population. Public health messages need to recognise how single people and partners living apart balance sexual intimacy and relationship needs with adherence to control measures.
- public health
- sexual medicine
Data availability statement
Data are available in a public, open access repository. The Natsal-COVID study dataset has been deposited with the UK Data Archive with safeguarded access (SN 8865 - National Survey of Sexual Attitudes and Lifestyles COVID-19 Study, 2020). https://beta.ukdataservice.ac.uk/datacatalogue/studies/study?id=8865
This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/.
Statistics from Altmetric.com
Strengths and limitations of this study
Natsal-COVID included a large, national sample and used quota-based sampling and weighting to achieve a quasi-representative population sample.
The Natsal-COVID study was undertaken rapidly in response to the pandemic and benefited from a questionnaire design and approach developed by the team responsible for the decennial Natsal survey.
Social desirability bias, especially in the context of the pandemic, may result in participants unwilling to report sensitive and prohibited behaviours, resulting in the underestimation of intimate physical contact outside the household (IPCOH).
Although Natsal-COVID is a large and national sample, it is not a probability sample and web panels are likely to be less representative.
Findings are likely to be broadly generalisable, but prevalence estimates should be interpreted with caution.
In the UK, as elsewhere, non-pharmaceutical interventions (NPIs) have been instituted to reduce the spread of SARS-CoV-2. These have commonly included physical distancing, particularly between people from different households. Mathematical models1–3 to determine the effectiveness of NPIs are based on underlying parameters of population mixing and assumptions of adherence to NPIs. Internationally, there are a number of ongoing observational studies to estimate the frequency, type and duration of physical and social contact under different NPI scenarios to inform these models, as summarised in a recent review.4 In the UK, these include the ONS Coronavirus and social impacts survey,5 the Co-Mix study6 and the COVID-19 social study.7
The COVID-19 pandemic has impacted all aspects of people’s lives, including sexual behaviour and relationships.8–14 However, no study to date has investigated in-depth the associations between sexual or romantic relationships or encounters and adherence to physical distancing measures,4 and in particular, the occurrence of intimate physical contact outside the household (IPCOH) and associated factors. One web-based survey in Italy found that a quarter of participants who reported being sexually active during lockdown did not spend lockdown with their partner—suggesting that these individuals may have broken lockdown rules at the time.14 The analysis did not look in-depth at characteristics or motivations of those participants. An understanding of the scale and circumstances of IPCOH is important because the nature of the contact is likely to increase risk of SARS-CoV-2 transmission and people meeting for sexual or romantic reasons may expand transmission networks by connecting households.
The first documented cases of COVID-19 in the UK were in January 2020, with a range of NPIs introduced over the following months (figure 1). Key dates include the announcement of the first national lockdown on 23 March 2020 when stringent measures were imposed and the public were instructed not to leave the house, except for buying food, emergency healthcare and travel between certain workplaces that were exempt (such as healthcare). Subsequently, lockdown was eased, for example, in June 2020 measures to reduce social isolation among individuals living alone were introduced (referred to as ‘support bubbles’ in England, ‘extended households’ in Scotland and both terms were used in Wales).15 16 The guidance in England stated that where there was only one adult in a household, this person could expand their support network to include one other household of any size. Those in a support bubble were able to meet indoors, be less than two metres apart and stay overnight as if they were members of the same household. Similar guidance applied in Scotland and Wales, although devolved nations had slightly different timescales. Throughout the UK, at no point between initial lockdown and the timing of the survey was IPCOH permitted.
Using data from the Natsal-COVID study, we estimated the proportion of adults living in Britain who reported IPCOH in the 4 weeks prior to the survey which took place during July–August 2020 and investigated associated factors. Through follow-up interviews with a sample of participants, we also aimed to understand the context, reasons and decision making around IPCOH.
We carried out a web-panel survey (the Natsal-COVID study) of people aged 18–59 years living in Britain run by a survey research company (Ipsos MORI). Wave 1 data collection took place between 29 July 2020 and 10 August 2020 by Ipsos MORI. Broadly, the Natsal-COVID study aimed to understand sexual behaviour, sexual and reproductive health outcomes, and service use in the initial phase of COVID-19 and government responses, including NPIs.
At the time of the survey, restrictions had started to relax in most parts of the UK, with ~10% of the population in local lockdown.17 Data from the ONS household survey, used to measure trends in SARS-CoV-2 infections in the English population, showed that the percentage of people testing positive for SARS-CoV-2 was 0.40% in April 2020 and had decreased considerably to 0.06% by the end of June 2020.18 Non-essential shops and hospitality were open, and communal worship had resumed. From early July, indoor mixing between households was allowed across the UK, although alongside physical distancing requirements, however, IPCOH was still not permitted.
Participants and procedures
The target sample size was 6500 people comprising a core of 6000 aged 18–59, with a boost of 500 aged 18–29. Quotas were used with the aim of achieving a sample representative of the British general population by age, sex, region and social grade. Participants were recruited from established web panels which are run with stringent controls over recruitment and quality to ensure individuals can only join once. A total of 164 074 panellists were sent an email invitation with recruitment continuing until quotas were reached. In addition, the dataset was weighted to the general population (by age, sex, ethnicity, social grade and sexual identity) to achieve a quasi-representative population sample. Further details of the survey design and methods, including sampling, recruitment, weighting, quality control and participant characteristics have been previously reported.19 The full questionnaire is available at https://www.natsal.ac.uk/natsal-covid-study.20 This included a set of questions about the type and circumstance of any romantic or sexual experiences in the 4 weeks prior to interview, and whether this was: with a person living in the same household; not living in the same household, but in the same bubble; or not living in the same household and not in the same bubble.
Qualitative interviews were conducted by telephone/video in October–November 2020 with a subsample of survey participants who reported IPCOH (n=741) of whom 63% (n=468) agreed to a follow-up interview. Eighteen respondents were included to fill age, gender, ethnicity and regional quotas, with the final sample characteristics as follows: male (n=9), female (n=9); 18–29 (n=5), 30–39 (n=5), 40–49 (n=4), 50–59 (n=4); white (n=14), from an ethnic minority group (n=4). Respondents came from across Britain and regions of the UK under different levels of lockdown represented (see figure 1).
For the quantitative analysis, we used Stata’s (V.16.1) complex survey analysis functions to incorporate weighting and stratification of the data. The denominator was the total sample (rather than only those sexually-experienced or sexually active) as this is key for modelling population impacts. Three categories of contact were defined: (1) holding hands/hugging/cuddling; (2) kissing and (3) oral/anal/vaginal sex or other genital contact, with the assumption that those in the latter categories also had the contact types in the former categories.
The primary outcome was any IPCOH with someone involving romance or sexual activity (hereafter referred to as a ‘romantic/sexual partner’), irrespective of whether the person considered this to be within a bubble or not. Initial analyses indicated that splitting the outcome into three categories (no IPCOH, IPCOH inside a bubble, IPCOH outside a bubble) showed similar patterns to two categories (no IPCOH, IPCOH). This decision was also based on the small proportion of the population aged 16–59 living in single households who would be eligible to be in bubbles according to the definition. However, we included all three categories in our descriptive analysis of age groups and relationship status.
The explanatory variables included a range of demographic, behavioural and health-related factors hypothesised to impact IPCOH. Current relationship status was derived from questions on partnership type (single; steady/married/civil partnership; casual/new) and whether living together or not at the time of interview. To explore associations between IPCOH and risk behaviours, we include numbers of sexual partners in the past year, condomless sex, and alcohol consumption. Physical and mental health have been of concern during this pandemic, so, in addition to questions on general health and COVID-19 symptoms/diagnosis, depression and anxiety were analysed as factors associated with IPCOH. Participants were classified as having symptoms of depression or anxiety if they scored 3 or more on the Patient Health Questionnaire two item (PHQ-2) or Generalised Anxiety Disorder two item (GAD-2) scales.21 22
Natsal-COVID was inclusive in its approach to gender19; data are presented for all participants, and for men (including trans men) and women (including trans women). The 24 participants who identified ‘in another way’ are included when estimates are presented for ‘all’. We present weighted proportions and 95% CIs. Using logistic regression, we estimated age-adjusted ORs (aORs). As age and relationship status are key factors in household structure, we conducted a secondary multivariable analysis (adjusting for age, gender and relationship status) and present aORs.
Qualitative data were analysed thematically, using framework analysis.23 A coding framework was designed to explore respondents’ motivations and decision making concerning IPCOH, and key themes were generated from the transcripts.
Of the 6654 participants aged 18–59 years, 9.9% (95% CI 9.1% to 10.6%) reported IPCOH with a romantic/sexual partner in the previous 4 weeks. Of these, 86.2% reported oral/anal/vaginal sex or other genital contact, while the remainder reported only kissing (with or without holding hands/hugging/cuddling) (10.3%) or only holding hands/hugging/cuddling (3.5%).
Table 1 shows demographic, behavioural and health-related factors associated with IPCOH and figure 2 presents aORs for significant factors. For all factors examined, the AORs were broadly similar to the aORs and are shown in online supplemental table 1.
IPCOH varied by age, gender and ethnicity. The proportion of participants reporting IPCOH decreased with increasing age in men and women and was highest among those aged 18–24 (17.7%) (figure 3). Overall, women were less likely to report IPCOH than men (aOR 0.80, 95% CI 0.67 to 0.94). IPCOH was less likely to be reported among those of Asian/Asian British ethnicity (aOR 0.63; 95% CI 0.44 to 0.91) than those of white ethnicity. IPCOH was more likely among participants identifying as gay or lesbian (aOR 2.50; 95% CI 1.82 to 3.45) or bisexual (aOR 1.52;95% CI 1.12 to 2.05) and these associations remained after adjusting for age, gender and relationship status (AOR 1.94;95% CI 1.31 to 2.87 and AOR 1.50; 95% CI 1.00 to 2.25, respectively).
There were differences in reporting IPCOH according to current relationship status. The majority of participants (58.6%) were in steady co-habiting relationships and 2.5% of these people reported IPCOH. In contrast, a much smaller proportion of participants (7.2%) were in steady relationships but not living together, with over half (56.3%) of these people reporting IPCOH (aOR 49.4; 95% CI 37.2 to 65.5 compared with those in steady cohabiting relationships). A third of participants (29.4%) reported that they were single, but 8.9% of these people still reported IPCOH in the previous 4 weeks. IPCOH was higher (36.5%) in those who reported themselves to be in a casual/new relationship.
IPCOH was associated with reporting other risk behaviours, such as higher numbers of sexual partners in the past year (reaching 43.2% among those reporting three or more partners; aOR 5.60; 95% CI 4.19 to 7.46 compared with one partner) and condomless sex with one or more new partners in the past year (aOR 5.03; 95% CI 1.07 to 6.21 compared with not). IPCOH was also associated with greater weekly alcohol consumption, (aOR 3.00; 95% CI 2.21 to 4.06 in those drinking 5–7 days/week compared with non-drinkers) and with increased alcohol consumption since the start of lockdown (aOR 1.34; 95% CI 1.14 to 1.69).
IPCOH was less likely among those reporting bad/very bad health (aOR 0.54; 95% CI 0.32 to 0.93). However, participants with COVID-19 experience (symptoms and/or diagnosis) were more likely to report IPCOH (aOR 1.34; 95% CI 1.10 to 1.65). Nearly one-third of participants scored highly on both the PHQ-2 and GAD-2 scores for depression and anxiety but after adjustment for age, gender, and relationship status, these mental health indicators were not associated with IPCOH (AOR 1.04; 95% CI 0.84 to 1.3 and AOR 1.08; 95% CI 0.86 to 1.34, respectively).
Figure 4 shows that in the 4 weeks prior to the interview, over a third of participants (38.4%) did not report any intimate contact, with this varying by age and relationship status. Most intimate contact occurred with someone living in the same household (51.8% overall). Of those reporting IPCOH (9.8%), two-thirds (64.4%, accounting for 6.3% of the whole sample) reported doing so with a person who was in their support bubble. The proportions reporting within-bubble rather than outside-bubble contact was similar across age groups. Over half of those in a steady relationship not living together reported IPCOH, with the majority (84.4%) reporting that this was with someone in their bubble.
Participants were asked to select up to three predefined reasons why they met partners outside their household. Nearly half (48.3%) gave ‘I wanted to have sex’ as a reason, with one-third selecting ‘I missed them’ (36.8%) and ‘I was lonely and wanted some intimate physical contact’ (34.1%) (table 2). ‘I missed them’ was the most common reason (reported by 75.9%) of those who were in a steady non-cohabiting relationship, with ‘I wanted to have sex’ the most common reason among the other relationship types.
Participants reporting IPCOH and included in our qualitative sample fell into two categories, those who were single (n=8) and those in steady non-cohabiting relationships (n=10). Distinct themes emerged within and between these two groups. Selected quotes, by theme are shown in table 3. The two groups differed in motivations and circumstances for IPCOH, but the accounts of both groups reflected complex and individualised decision-making that involved weighing up various different risks (such as SARS-CoV-2 transmission and judgement of peers) against benefits (such as feelings of security and improved mental health).
Participants in steady non-cohabiting relationships rarely discussed their motivations for IPCOH explicitly. Instead, they spoke about trading off social contact or applying tighter restrictions in other areas of their lives in order to maintain continuity in their relationship. Many rationalised seeing their partners as low risk or ‘not doing any harm’, positioning it in relation to other ‘risks’ (and associated behaviours) of becoming infected. Participants who were single described feelings of loneliness and boredom as key reasons for IPCOH, with contact providing security and human connection.
For both those who were single and those in steady relationships, there was evidence of deliberation in their decision making. Participants discussed thinking about potential consequences and often referred to government guidance, personal situations and COVID-19 risk. Fear of judgement or getting caught breaking the rules evoked feelings of guilt or embarrassment for some. Participants also referenced government guidance to justify behaviour or to note that they felt frustrated by them. Eight people mentioned bubbles specifically, although most of these used a definition of bubbles that was more flexible than official guidelines. Some described themselves as having numerous bubbles and others used bubbles to rationalise/justify IPCOH retrospectively, including for experiences before the policy was introduced.
Physical distancing as an NPI to prevent SARS-CoV-2 transmission aims to reduce interactions between people from different households. However, seeking sexual intimacy, among other factors, may affect adherence. Our research shows that nearly one in ten participants aged 18–59 reported IPCOH with a romantic/sexual partner in the 4 weeks prior to interview, (one in five in those aged 18–24), while the UK was still under some restrictions (figure 1). In June–July 2020, despite people in England being able to meet indoors or stay overnight if a one metre distance was kept, or people in Scotland and Wales being able to book a hotel or self-catering accommodation, sexual and other intimate contact with someone who lived outside the household was not permitted. Of the individuals reporting IPCOH, most (86%) reported sex/genital contact, while a further 10% reported only kissing, which also carries a high SARS-CoV-2 transmission risk. We found that IPCOH was associated with other risk behaviours, such as higher numbers of sexual partners and condomless sex in the past year, and higher alcohol consumption, suggesting that some people who reported IPCOH were less risk averse more broadly.
On the other hand, over 90% of participants did not report IPCOH and this includes nearly half of those in a steady non-cohabiting relationship. The qualitative interviews found that respondents did not embark on IPCOH lightly, rather they weighed up risks and benefits. Fear of judgement and risk of infecting both partners and others more generally were considered, suggesting that people took a societal view of infection that extended beyond the dyad. Respondents mitigated risks through reduction of social contacts, particularly with vulnerable people, in other areas of life. Respondents also deliberated who they told about IPCOH and rehearsed justifications in case they were questioned. Physical touch is a key aspect of intimacy and human experience, and being deprived of physical touch, which can take a heavy emotional toll, was not experienced equally across the population.13 Thus, while some who reported IPCOH may be considered risk-takers, overall, they are risk-managers.
Qualitative data provide context and insight into motivations and considerations around IPCOH. However, there are limitations in the study design, timing and interpretation. Online data collection methods are often less representative, and we used quota sampling and weighting to address this. Comparison between Natsal, the decennial probability sample of sexual behaviour in Britain, with online panels found consistent differences in reporting of sensitive behaviours.24 Social desirability bias,25 26 the pervasive national public health messaging, and social norms during the pandemic are likely to have resulted in underestimation of sensitive behaviours, including IPCOH, despite the measures in place to ensure confidentiality. On the other hand, as the survey took place once some restrictions had eased, this is likely to be a higher estimate compared with one measured early in lockdown.
There are challenges in reporting partnership type and cohabitation status, especially during a period when circumstances may change, as shown by people reporting IPCOH, with some defining themselves as single and others as in a new/casual relationship. Partnership typologies used in clinical practice or research27 are less relevant when examining IPCOH as these are used to determine sexual risk, rather than COVID-19 risk behaviours, and do not emphasise cohabitation status.
Language, terminology and physical distancing restrictions shifted regularly since the initial lockdown, and there is a possibility that some participants may have misinterpreted some of the questions, despite definitions being provided to minimise this. This is exacerbated by differences in restrictions and public health messaging across the three nations and the timing of these interventions and the survey itself, as shown in figure 1. The questions on IPCOH were limited to the 4 weeks prior to interview in July/August 2020 and we did not capture the extent of IPCOH in the initial period of lockdown or whether this changed over time. Furthermore, the cross-sectional nature of the survey meant we were unable to determine temporality, for example, whether the association with COVID-19 symptoms/diagnosis was due to people being infected due to IPCOH or whether they decided to have outside household contact following a COVID-19 illness since they considered themselves at lower risk.
Guidelines also need to pre-empt unduly loose or critical interpretations. For example, messaging around social bubbles, intended to support isolated individuals, may have resulted in unintended consequences. Based on household composition, only a small proportion of adults live alone (or as a single adult with children)28 who would be the group intended to benefit from the support bubble intervention. Across all ages, 6.3% of respondents reported IPCOH within a bubble (10.7% in those aged 18–24). It seems likely that many of these interactions were not compliant with government guidelines and that a liberal definition of ‘bubbles’ was used to rationalise and facilitate behaviour that is potentially a risk for SARS-CoV-2 transmission, although highly valued and desired by participants. A more upfront approach may balance sexual intimacy needs with measures to reduce transmission. For example, the Dutch National Institute for Public Health and Environment advised single people to identify a ‘sex buddy’, so that they could meet the same person for physical and sexual contact during lockdown and together plan how they would limit contact with others.29 Government coronavirus guidance was referenced in differing ways in the qualitative interviews, with some indicating frustration that the published guidance did not adequately cover their relationship circumstances, while others used this as a reference point in their deliberations. There may also be misconceptions about the risk and routes of SARS-CoV-2 transmission, including related to sexual behaviour.30
The role that IPCOH plays in increasing the risk of SARS-CoV-2 transmission and expanding transmission networks is difficult to quantify, as romantic/sexual behaviours are only one part of broader social behaviours. A review of studies of contact patterns found that during initial lockdowns with stringent physical distancing measures there was a mean of 2–5 contacts per person per day, a 65%–87% reduction compared with pre-COVID rates, mainly due to reductions in outside household contact.4 With low mean numbers of outside household contact, a single contact for sexual purposes may contribute a large proportion of overall contact numbers. However, much of IPCOH is within non-cohabiting steady relationships, where contact on repeated occasions is with the same person. It is worth noting that some participants described minimising other social contacts as a means to manage risk and enable or justify their intimate partner relationships.
Mathematical models that parameterise household structure and age-specific mixing patterns have estimated the contribution of bubbles on transmission.31 32 However, these do not explicitly model the impact of bubbles in the context of IPCOH. While bubbles that comply with the definition (ie, single person households or those with one adult and children), are not predicted to have a large impact on transmission, this is not likely to be the case when a large proportion of the whole population are in bubbles, or when there is multiple household occupancy in both households in the bubble.31 Furthermore, a lack of adherence to the exclusivity of bubbles could lead to rebuilding of contact networks that in turn lead to the epidemic threshold being crossed.32 The impact on transmission is also dependent on level of transmission in the population at the time, and whether allowing bubbles affects wider risk perception in the population.
On a population level, IPCOH with a romantic/sexual partner may not be a large additional contributor to overall transmission risk. In our survey, we do not know the household size or whether those reporting IPCOH did so with the same person throughout lockdown, or more than one person (or household). There may be subgroups of the population where IPCOH plays a larger role in transmission, particularly where there is contact with multiple people from different households either at the same time or sequentially. While IPCOH was higher in some groups (eg, >50% in those in steady non-cohabiting relationships and 20% in people identifying as gay or lesbian), these groups constitute small proportions of the total population. Unlike sexually transmitted infections, where core groups and bridging populations contribute disproportionately to transmission dynamics,33 this may not be the case for a highly transmissible respiratory pathogen that is distributed more homogeneously.
The COVID-19 pandemic has impacted sexual behaviour and relationships, with NPIs drastically reducing the opportunity to have sex for those not living with a partner.12 This includes a number of domains of social relationships: social networks; social support; social interaction and intimacy.13 People in non-cohabiting relationships, who are more likely to be younger,26 bear much of the burden of restrictions on sexual/romantic interhousehold mixing. Young people are also less likely to develop severe COVID-19 disease, which means the risk–benefit of complying with physical distancing may be regarded as less favourable. They are also more likely to have suffered from depression and anxiety during the pandemic.34 The study from Italy, that specifically focused on the impact of the pandemic on sexual and mental health, found that subjects who could maintain sexual activity during lockdown had lower psychological distress than those who had to give up on sexual activity due to lockdown policies.14 IPCOH was also higher in sexual minorities. Interventions aiming to reduce SARS-CoV-2 transmission need to be cognisant of increasing stigma, potentially adding to inequalities and exacerbating existing poorer sexual and mental health outcomes.
Public health messages need to recognise sex and relationships, and the heterogeneity of circumstances. Slogans such as ‘Hands, Face, Space’ may convey a concise message, but do not reflect the complexity and nuance of people’s households and relationships and how these affect decision making and adherence to control measures. NPIs and messaging also need to be updated as evidence accumulates on the relative contribution of different modes of SARS-CoV-2 transmission. As the pandemic progresses, factors such as the need for intimacy, connection, relationship maintenance and sexual fulfilment need to be weighed up against risk of SARS-CoV-2 transmission.
Data availability statement
Data are available in a public, open access repository. The Natsal-COVID study dataset has been deposited with the UK Data Archive with safeguarded access (SN 8865 - National Survey of Sexual Attitudes and Lifestyles COVID-19 Study, 2020). https://beta.ukdataservice.ac.uk/datacatalogue/studies/study?id=8865
Patient consent for publication
Ethical approval was obtained from the University of Glasgow MVLS College (reference 20019174) and LSHTM research ethics committees (reference 22565).
We want to thank the study participants and Margaret Blake and Reuben Balfour (Ipsos MORI). We thank Dr Caisey Pulford, Senior Surveillance and Prevention Scientist at Public Health England (now UK Health Security Agency), who designed a Figure that we used to create figure 1.
KM and NF are joint senior authors.
Contributors The paper was conceived by PS and NF, with further discussions with DM, LF, CHM, AMJ and KJM. PS wrote the first draft, with further contributions from DM, LF, KJM, DR, SC, CT, AC, JR, ED, RBP, JG, M-CR, WM, MU, CB, AMJ, CHM, KM and NF. Statistical analysis was done by DM, with support from PS, AC, ED and NF. Qualitative interviews were undertaken by KJM, DR and RBP. Coding and analysis of the qualitative data were undertaken by KJM and LF, with support from KJM. SC led on questionnaire design and data management was undertaken by JR and SC. PS and CHM are principal investigators (PIs) on Natsal and NF and KM are PIs on Natsal-COVID. All authors contributed to data interpretation, reviewed successive drafts and approved the final version of the manuscript. PS is the guarantor.
Funding Natsal is a collaboration between University College London (UCL), the London School of Hygiene and Tropical Medicine (LSHTM), the University of Glasgow, Örebro University Hospital, and NatCen Social Research. The Natsal Resource, which is supported by a grant from the Wellcome Trust (212931/Z/18/Z), with contributions from the Economic and Social Research Council (ESRC) and National Institute for Health Research (NIHR), supports the Natsal-COVID study in addition to funding from the UCL Coronavirus Rapid Response Fund and the MRC/CSO Social and Public Health Sciences Unit (Core funding).
Disclaimer The sponsors of the study had no role in study design, data collection, data analysis, data interpretation, or writing of the report.
Competing interests None declared.
Provenance and peer review Not commissioned; externally peer reviewed.
Supplemental material This content has been supplied by the author(s). It has not been vetted by BMJ Publishing Group Limited (BMJ) and may not have been peer-reviewed. Any opinions or recommendations discussed are solely those of the author(s) and are not endorsed by BMJ. BMJ disclaims all liability and responsibility arising from any reliance placed on the content. Where the content includes any translated material, BMJ does not warrant the accuracy and reliability of the translations (including but not limited to local regulations, clinical guidelines, terminology, drug names and drug dosages), and is not responsible for any error and/or omissions arising from translation and adaptation or otherwise.
If you wish to reuse any or all of this article please use the link below which will take you to the Copyright Clearance Center’s RightsLink service. You will be able to get a quick price and instant permission to reuse the content in many different ways.