Adherence to the test, trace and isolate system: results from a time series of 21 nationally representative surveys in the UK (the COVID-19 Rapid Survey of Adherence to Interventions and Responses [CORSAIR] study)
Open accessPreprint — published as 10.1136/bmj.n608
Abstract
Objectives: To investigate rates of adherence to the UK’s test, trace and isolate system over time. Design: Time series of cross-sectional online surveys. Setting: Data were collected between 2 March and 5 August 2020. Participants: 42,127 responses from 31,787 people living in the UK, aged 16 years or over, are presented (21 survey waves, n≈2,000 per wave). Main outcome measures: Identification of the key symptoms of COVID-19 (cough, high temperature / fever, and loss of sense of smell or taste), self-reported adherence to self-isolation if symptomatic, requesting an antigen test if symptomatic, intention to share details of close contacts, self-reported adherence to quarantine if alerted that you had been in contact with a confirmed COVID-19 case. Results: Only 48.9% of participants (95% CI 48.2% to 49.7%) identified key symptoms of COVID-19. Self-reported adherence to test, trace and isolate behaviours was low (self-isolation 18.2%, 95% CI 16.4% to 19.9%; requesting an antigen test 11.9%, 95% CI 10.1% to 13.8%; intention to share details of close contacts 76.1%, 95% CI 75.4% to 76.8%; quarantining 10.9%, 95% CI 7.8% to 13.9%) and largely stable over time. By contrast, intention to adhere to protective measures was much higher. Non-adherence was associated with: men, younger age groups, having a dependent child in the household, lower socioeconomic grade, greater hardship during the pandemic, and working in a key sector. Conclusions: Practical support and financial reimbursement is likely to improve adherence. Targeting messaging and policies to men, younger age groups, and key workers may also be necessary. WHAT IS ALREADY KNOWN ON THIS TOPIC: Test, trace and isolate systems are one of the cornerstones of COVID-19 recovery strategy. The success of the test, trace and isolation system depends on adherence to isolating if symptomatic, getting a test if symptomatic, passing on details of close contacts if infection is confirmed, and quarantining of contacts. Rates of adherence to test, trace and isolate behaviours in the UK need to be systematically investigated. WHAT THIS STUDY ADDS: Self-reported adherence to test, trace and isolate behaviours is low; intention to carry out these behaviours is much higher. Identification of COVID-19 symptoms is also low. Practical support and financial reimbursement are likely to improve adherence to test, trace and isolate behaviours.
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UK surveys found that only 11% of individuals in quarantine declared proper adherence to quarantine rules, but 65% of individuals intended to adhere to quarantine.
“UK surveys found that only 11% of individuals in quarantine declared proper adherence to quarantine rules, but 65% of individuals intended to adhere to quarantine 13”
From The epidemiological impact of the NHS COVID-19 app (2021) · cites this paper as [13]
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Cites
Michie, S., van Stralen, M. M., & West, R. (2011) · Implementation Science · doi:10.1186/1748-5908-6-42 · Cited by 13,697 · cited 2× · see citing works
“These can be categorised using the Capability, Opportunity, Motivation and Behaviour (COM-B) model.(7) Capability encompasses the psychological and physical capacity to engage in a behaviour.”
BackgroundMethodSelf-citationA simulation study of the number of events per variable in logistic regression analysis
Peduzzi, P., Concato, J., Kemper, E., Holford, T. R., & Feinstein, A. R. (1996) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(96)00236-3 · Cited by 9,655 · cited 1× · see citing works
“Due to small numbers of cases, for analyses investigating factors associated with requesting an antigen test and quarantining after being alerted, it was not advisable to carry out a multivariable regression analysis with a large number of independent variables.(32) Thus, we controlled only for the three factors most…”
MethodWright, K. B. (2006) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2005.tb00259.x · Cited by 2,550 · cited 1× · see citing works
“While we cannot be sure that survey respondents are representative of the general population,(41, 42) online quota sampling is a pragmatic approach when a large, demographically representative sample must be obtained in a very short time frame during a crisis.”
BackgroundSheeran, P., & Webb, T. L. (2016) · Social and Personality Psychology Compass · doi:10.1111/spc3.12265 · Cited by 2,185 · see citing works
Risk perceptions of COVID-19 around the world
Dryhurst, S., Schneider, C. R., Kerr, J. R., Freeman, A. L. J., Recchia, G. L., van der Bles, A. M., Spiegelhalter, D. J., & van der Linden, S. (2020) · Journal of Risk Research · doi:10.1080/13669877.2020.1758193 · Cited by 1,815 · cited 2× · see citing works
“3) Reference Reference 2nd quartile 194 (87) 29 (13) 1.”
BackgroundRubin, G. J., Amlot, R., Page, L., & Wessely, S. (2009) · BMJ · doi:10.1136/bmj.b2651 · Cited by 1,106 · see citing works
Self-citationKucharski, A. J., Klepac, P., Conlan, A. J. K., Kissler, S. M., Tang, M. L., Fry, H., Gog, J. R., Edmunds, W. J., Emery, J. C., Medley, G., et al. (2020) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(20)30457-6 · Cited by 900 · cited 1× · see citing works
“The ability of the test, trace and isolate system to keep rates of infection under control relies on how well people adhere to it.(4, 5) From the point where an index case develops symptoms to the point where their contacts are allowed to emerge from quarantine, there are multiple stages where adherence might break do…”
BackgroundBlundell, R. W., Dias, M. C., Joyce, R. C., & Xu, X. (2020) · Fiscal Studies · doi:10.1111/1475-5890.12232 · Cited by 866 · cited 1× · see citing works
“The disproportionate impact of the pandemic on people from lower socio-economic backgrounds and with caring responsibilities has been well-documented.(36, 37) Previous research has shown that people who have received help from others outside their household because of COVID-19 were more likely to adhere to self-isolat…”
BackgroundDefining and Measuring Credibility of Newspapers: Developing an Index
Meyer, P. (1988) · Journalism Quarterly · doi:10.1177/107769908806500301 · Cited by 654 · see citing works
Rubin, G., Potts, H., & Michie, S. (2010) · Health Technology Assessment · doi:10.3310/hta14340-03 · Cited by 435 · see citing works
Self-citationHow to improve adherence with quarantine: rapid review of the evidence
Webster, R. K., Brooks, S. K., Smith, L. E., Woodland, L., Wessely, S., & Rubin, G. J. (2020) · Public Health · doi:10.1016/j.puhe.2020.03.007 · Cited by 422 · see citing works
Self-citationForced Social Isolation and Mental Health: A Study on 1,006 Italians Under COVID-19 Lockdown
Pancani, L., Marinucci, M., Aureli, N., & Riva, P. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.663799 · Cited by 382 · cited 1× · see citing works
“(10) Opportunity relates to factors outside the person, for example the presence of financial constraints (9, 11) or cramped accommodation (12) that may make remaining at home”
BackgroundHow to improve adherence with quarantine: rapid review of the evidencePreprint
Webster, R., Brooks, S., Smith, L., et al. (2020) · medRxiv · doi:10.1101/2020.03.17.20037408 · Cited by 377 · cited 1× · see citing works
“(8, 9) Insufficient knowledge about the purpose of quarantine has also hindered public health efforts in previous emerging infectious disease outbreaks.(10) Opportunity relates to factors outside the person, for example the presence of financial constraints (9, 11) or cramped accommodation (12) that may make remaining…”
BackgroundSelf-citationAtchison, C., Bowman, L. R., Vrinten, C., et al. (2020) · medRxiv · doi:10.1101/2020.04.01.20050039 · Cited by 212 · see citing works
The Cummings effect: politics, trust, and behaviours during the COVID-19 pandemic
Fancourt, D., Steptoe, A., & Wright, L. (2020) · The Lancet · doi:10.1016/s0140-6736(20)31690-1 · Cited by 210 · cited 1× · see citing works
“These motivational components may themselves be influenced by whether information received about a pandemic is viewed as credible (14, 15) and whether the individual considers that they are ‘immune’ to COVID-19, particularly if they believe that they have already had it.”
BackgroundForced social isolation and mental health: A study on 1006 Italians under COVID-19 lockdownPreprint
Pancani, L., Marinucci, M., Aureli, N., et al. (2020) · doi:10.31234/osf.io/uacfj · Cited by 138 · see citing works
Rubin, G. J., POTTS, H. W. W., & Michie, S. (2011) · Vaccine · doi:10.1016/j.vaccine.2011.01.035 · Cited by 63 · cited 2× · see citing works
“39 Marital status Single/separated/divorced/widowed 662 (81) 155 (19) Reference Reference Married/partnered 848 (81.”
BackgroundSelf-citationSeng, J. J. B., Yeam, C., Huang, W., et al. (2020) · medRxiv · doi:10.1101/2020.05.07.20094227 · Cited by 62 · cited 1× · see citing works
“poorer health literacy in men and a greater desire to be active and to have contact with peer groups amongst younger age groups.(39) Working in a key sector was associated with not self-isolating.”
BackgroundSmith, L. E., Amlôt, R., Lambert, H., et al. (2020) · medRxiv · doi:10.1101/2020.06.01.20119040 · Cited by 53 · see citing works
Self-citationRubin, G. J., Bakhshi, S., Amlôt, R., Fear, N. T., POTTS, H. W. W., & Michie, S. (2014) · Health Services and Delivery Research · doi:10.3310/hsdr02410 · Cited by 51 · cited 3× · see citing works
“(17-20) We worked with public health stakeholders to prepare a refined set of questions that could be used in any future pandemic.(21) Since the start of the COVID-19 outbreak, we have worked with the English Department of Health and Social Care to develop and analyse a series of weekly cross-sectional surveys trackin…”
BackgroundInfluentialSelf-citationConnecting Self-Reported Social Distancing to Real-World Behavior During the COVID-19 PandemicPreprint
Gollwitzer, A., McLoughlin, K. L., Martel, C., Marshall, J., Höhs, J. M., & Bargh, J. A. (2020) · doi:10.31234/osf.io/kvnwp · Cited by 50 · see citing works
The UK's pandemic influenza research portfolio: a model for future research on emerging infections
Simpson, C. R., Beever, D., Challen, K., Angelis, D. D., Fragaszy, E., Goodacre, S. W., Hayward, A. C., Lim, W. S., Rubin, G. J., Semple, M. G., et al. (2019) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(18)30786-2 · Cited by 36 · cited 1× · see citing works
“Items were initially derived from a set of questions developed in 2014 in preparation for a future influenza pandemic.(23) These items were refined in 2014 in three rounds of qualitative interviews (n=78) and were assessed for test-retest reliability in two telephone surveys (n=621).”
MethodSelf-citationRubin, G. J., Amlôt, R., Page, L., & Wessely, S. C. (2008) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.270 · Cited by 30 · see citing works
Self-citationHan, Y., Michie, S., Potts, H., et al. (2016) · Preventive Medicine · doi:10.1016/j.ypmed.2015.12.018 · Cited by 26 · see citing works
Self-citationMarks, D. (2020) · Definitions · doi:10.32388/1qey9g · Cited by 25 · cited 1× · see citing works
“This is unsurprising.(33) The percentage of people who share details of close contacts after receiving a positive COVID-19 antigen test is therefore likely much lower than the percentage of intended sharing of contacts reported here.”
BackgroundImproving adherence to ‘test, trace and isolate’
Rubin, G. J., Smith, L., Meléndez‐Torres, G. J., & Yardley, L. (2020) · Journal of the Royal Society of Medicine · doi:10.1177/0141076820956824 · Cited by 24 · see citing works
Self-citationRubin, G., Finn, Y., Potts, H., et al. (2015) · Public Health · doi:10.1016/j.puhe.2015.09.004 · Cited by 18 · see citing works
Self-citationThe impact of believing you have had COVID-19 on behaviour: Cross-sectional surveyPreprint
Smith, L., Mottershaw, A. L., Egan, M. L., et al. (2020) · medRxiv · doi:10.1101/2020.04.30.20086223 · Cited by 12 · cited 5× · see citing works
“These motivational components may themselves be influenced by whether information received about a pandemic is viewed as credible (14, 15) and whether the individual considers that they are ‘immune’ to COVID-19, particularly if they believe that they have already had it.(16)”
BackgroundResultInfluentialSelf-citation
Flagged first, then by citations
Research works printed but not linked: 1
- Gollwitzer A, Martel C, Marshall J, Hohs JM, Bargh JA. Connecting self-reported social distancing to real-world behavior at the individual and U.S. State level. PsyArXiv. 2020.
Cited by
Sorted by citations
The epidemiological impact of the NHS COVID-19 app
Wymant, C., Ferretti, L., Tsallis, D., Charalambides, M., Abeler-Dörner, L., Bonsall, D., Hinch, R., Kendall, M., Milsom, L., Ayres, M., et al. (2021) · Nature · doi:10.1038/s41586-021-03606-z · Cited by 271 · see citing works
Pandemic fatigue? How adherence to covid-19 regulations has been misrepresented and why it matters
Reicher, S. D., & Drury, J. (2021) · BMJ · doi:10.1136/bmj.n137 · Cited by 222 · see citing works
Quarantine and testing strategies in contact tracing for SARS-CoV-2: a modelling study
Quilty, B. J., Clifford, S., Hellewell, J., Russell, T., Kucharski, A. J., Flasche, S., Edmunds, W. J., Atkins, K. E., Foss, A. M., Waterlow, N. R., et al. (2021) · The Lancet Public Health · doi:10.1016/s2468-2667(20)30308-x · Cited by 200 · see citing works
“8 Reducing the length of the quarantine period might increase adherence and therefore avert more transmission overall.”
Sharma, M., Mindermann, S., Smith, D., Leech, G., Snodin, B., Ahuja, J., Sandbrink, J. B., Monrad, J. T., Altman, G., Dhaliwal, G., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-26013-4 · Cited by 232 · see citing works
The concept of “fatigue” in tackling covid-19
Michie, S., West, R., & Harvey, N. (2020) · BMJ · doi:10.1136/bmj.m4171 · Cited by 141 · see citing works
Self-citationEndo, A., Leclerc, Q. J., Knight, G. M., Medley, G. F., Atkins, K. E., Funk, S., & Kucharski, A. J. (2020) · Wellcome Open Research · doi:10.12688/wellcomeopenres.16344.3 · Cited by 98 · see citing works
Anatomy of digital contact tracing: role of age, transmission setting, adoption and case detectionPreprint
López, J. A. M., García, B. A., Bentkowski, P., Bioglio, L., Pinotti, F., Boëlle, P., Barrat, A., Vittoria Colizza, A., & Poletto, C. (2020) · medRxiv · doi:10.1101/2020.07.22.20158352 · Cited by 18 · see citing works
“Low compliance to isolation was reported in the United Kingdom and in a university campus in the United States ( 46 , 47 ).”
BackgroundMore Than a COVID-19 Response: Sustaining Mutual Aid Groups During and Beyond the Pandemic
Fernandes‐Jesus, M., Mao, G., Ntontis, E., Cocking, C., McTague, M., Schwarz, A. M., Semlyen, J. K., & Drury, J. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.716202 · Cited by 97 · see citing works
“…for the full period required tend to be low relative to other protective behaviors (such as physical distancing and mask-wearing), with financial constraints being one of the main reasons for failure to self-isolate (e.g., people who cannot afford to stop working) (Smith et al., 2021).”
BackgroundBlake, H., Knight, H., Jia, R., Corner, J., Morling, J., Denning, C., Ball, J., Bolton, K., Figueredo, G., Morris, D. E., et al. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18084182 · Cited by 73 · see citing works
Gauvin, L., Bajardi, P., Pepe, E., Lake, B., Privitera, F., & Tizzoni, M. (2021) · Journal of The Royal Society Interface · doi:10.1098/rsif.2021.0092 · Cited by 74 · see citing works
Community factors and excess mortality in first wave of the COVID-19 pandemic.
Davies, B., Parkes, B., Bennett, J., et al. (2020) · medRxiv · doi:10.1101/2020.11.19.20234849 · Cited by 53
How can we improve self-isolation and quarantine for covid-19?
Patel, J. V., Fernandes, G., & Sridhar, D. (2021) · BMJ · doi:10.1136/bmj.n625 · Cited by 58 · see citing works
Mass testing for covid-19 in the UK
Gill, M., & Gray, M. (2020) · British medical journal · doi:10.1136/bmj.m4436 · Cited by 45
Risk factors associated with respiratory infectious disease-related presenteeism: a rapid review
Daniels, S., Wei, H., Han, Y., Catt, H., Denning, D. W., Hall, I., Regan, M., Verma, A., Whitfield, C. A., & van Tongeren, M. (2021) · BMC Public Health · doi:10.1186/s12889-021-12008-9 · Cited by 52 · see citing works
“More recently, low rates of self-isolation behaviours were reported in key worker sectors during the COVID-19 pandemic, likely due to greater financial need, social pressure to attend work or inability to work from home [8].”
BackgroundHow evolutionary behavioural sciences can help us understand behaviour in a pandemic
Arnot, M., Brandl, E., Campbell, O. L. K., Chen, Y., Du, J., Dyble, M., Emmott, E. H., Ge, E., Kretschmer, L., Mace, R. H., et al. (2020) · Evolution Medicine and Public Health · doi:10.1093/emph/eoaa038 · Cited by 48 · see citing works
“A study found that, whilst the theoretical intention to quarantine if contacted by contact tracers was high ( 65%), <18% self-reported that they complied [25].”
BackgroundUnderstanding the effectiveness of government interventions in Europe's second wave of COVID-19Preprint
Sharma, M., Mindermann, S., Rogers-Smith, C., et al. (2021) · medRxiv · doi:10.1101/2021.03.25.21254330 · Cited by 42 · see citing works
“We conjecture that a combination of safety measures, behaviour changes, and epidemiological factors (38) in the education sector prevented large undetected clusters which may have developed in the first half of 2020 (39–42).”
BackgroundModelling the potential impact of mask use in schools and society on COVID-19 control in the UK
Panovska‐Griffiths, J., Kerr, C. C., Waites, W., Stuart, R. M., Mistry, D., Foster, D., Klein, D. J., Viner, R., & Bonell, C. P. (2021) · Scientific Reports · doi:10.1038/s41598-021-88075-0 · Cited by 41 · see citing works
“In addition, effective isolation is also important and the currently reported levels of isolation need to be improved 47,48 .”
BackgroundMao, G., Drury, J., Fernandes‐Jesus, M., & Ntontis, E. (2021) · Analyses of Social Issues and Public Policy · doi:10.1111/asap.12275 · Cited by 49 · see citing works
Area level deprivation and monthly COVID-19 cases: The impact of government policy in England
Morrissey, K., Spooner, F. E. B., Salter, J. M., & Shaddick, G. (2021) · Social Science & Medicine · doi:10.1016/j.socscimed.2021.114413 · Cited by 52 · see citing works
“These biases will be further compounded by the variation in the willingness to be tested across different demographic and socioeconomic groups (Smith et al., 2020).”
Agent-based modelling of reactive vaccination of workplaces and schools against COVID-19
Faucher, B., Assab, R., Roux, J., Lévy-Bruhl, D., Kiem, C. T., Cauchemez, S., Zanetti, L. C. D. S., Vittoria Colizza, A., Boëlle, P., & Poletto, C. (2022) · Nature Communications · doi:10.1038/s41467-022-29015-y · Cited by 40 · see citing works
Economic benefits of COVID-19 screening tests
Atkeson, A. G., Droste, M., Mina, M. J., & Stock, J. H. (2024) · Review of Economic Design · doi:10.1007/s10058-024-00361-1 · Cited by 9 · see citing works
Support for self-isolation is critical in covid-19 response
Çevik, M., Baral, S., Crozier, A. F. F., & Cassell, J. (2021) · BMJ · doi:10.1136/bmj.n224 · Cited by 42 · see citing works
Impact of mass testing during an epidemic rebound of SARS-CoV-2: A modelling study
Bosetti, P., Kiem, C. T., Yazdanpanah, Y., et al. (2020) · medRxiv · doi:10.1101/2020.12.08.20246009 · Cited by 33
Love, N. K., Ready, D., Turner, C., et al. (2021) · medRxiv · doi:10.1101/2021.03.23.21254168 · Cited by 32 · see citing works
“However, such strategies may not consider the wider economic, social and well-being impacts of isolation (4,5).”
BackgroundSelf-citationEraso, Y., & Hills, S. (2021) · PLoS ONE · doi:10.1371/journal.pone.0256495 · Cited by 36 · see citing works
Engagement with daily testing instead of self-isolating in contacts of confirmed cases of SARS-CoV-2
Martin, A. F., Denford, S., Love, N. K., et al. (2021) · BMC Public Health · doi:10.1186/s12889-021-11135-7 · Cited by 24 · see citing works
“Concern exists that even this number is too low, 69 and that many people with confirmed COVID-19 infection do not provide NHS Test and 70 Trace with details of all their contacts [3] perhaps out of concern about the burden self71 isolation would place on them.”
BackgroundSelf-citationSkittrall, J. P., Fortune, M. D., Jalal, H., Zhang, H., Enoch, D., Brown, N. M., & Swift, A. (2021) · The Lancet Regional Health - Europe · doi:10.1016/j.lanepe.2020.100002 · Cited by 27 · see citing works
“Implementing such a protocol requires a high level of understanding of the risks being managed amongst those tested and those advising on actions to be taken: experience has shown that full compliance with self-isolation instructions already occurs in only a minority [34].”
BackgroundScarabel, F., Pellis, L., Ogden, N., et al. (2021) · Royal Society Open Science · doi:10.1101/2020.12.27.20232934 · Cited by 24
“g, due to adherence of individuals to isolation or to disclose contacts [26]) is fundamental for planning interventions.”
BackgroundWu, X., Lei, S., Lu, X., Li, X., & Ma, L. (2022) · Cities · doi:10.1016/j.cities.2022.103658 · Cited by 29 · see citing works
“In the case of COVID-19, one study shows that the disclosure of details about confirmed cases such as their travel history, activities, and visible symptoms may alert and prompt people with close contact to undergo testing and self-quarantine (Smith et al., 2020).”
InfluentialReicher, S. D., & Bauld, L. (2021) · The Journal of the Royal College of Physicians of Edinburgh · doi:10.4997/jrcpe.2021.236 · Cited by 24 · see citing works
Knowledge barriers in the symptomatic-COVID-19 testing programme in the UK: an observational study
Graham, M., May, A., Varsavsky, T., et al. (2021) · medRxiv · doi:10.1101/2021.03.16.21253719 · Cited by 21
Work and Non-Work Sickness Presenteeism
Probst, T. M., Lee, H. J., Bazzoli, A., Jenkins, M. R., & Bettac, E. L. (2021) · Journal of Occupational and Environmental Medicine · doi:10.1097/jom.0000000000002240 · Cited by 28 · see citing works
Love, N. K., Ready, D., Turner, C., et al. (2022) · The Lancet Respiratory Medicine · doi:10.1016/s2213-2600(22)00267-3 · Cited by 19
Self-citationBosetti, P., Kiem, C. T., Yazdanpanah, Y., Fontanet, A. L., Lina, B., Vittoria Colizza, A., & Cauchemez, S. (2021) · Eurosurveillance · doi:10.2807/1560-7917.es.2020.26.1.2001978 · Cited by 44 · see citing works
Baker, C. M., Chadès, I., McVernon, J., Robinson, A. P., & Bondell, H. D. (2021) · Epidemics · doi:10.1016/j.epidem.2021.100503 · Cited by 18 · see citing works
“The speed of the test result (TAT) should not influence the effectiveness of isolation in theory, as the person should isolate while awaiting results, despite its inconvenience, although there are cases of noncompliance (Smith et al. 2020).”
Quarantine and testing strategies in contact tracing for SARS-CoV-2Preprint
Quilty, B., Clifford, S., Flasche, S., et al. (2020) · medRxiv · doi:10.1101/2020.08.21.20177808 · Cited by 16 · see citing works
Engagement and adherence trade-offs for SARS-CoV-2 contact tracing
Lucas, T. C. D., Davis, E. L., Ayabina, D. V., Borlase, A., Crellen, T., Pi, L., Medley, G. F., Yardley, L., Klepac, P., Gog, J. R., et al. (2021) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2020.0270 · Cited by 14 · see citing works
The Liminal Leisure of Disadvantaged Young People in the UK Before and During the COVID-19 Pandemic
Woodrow, N., & Moore, K. (2021) · Journal of Applied Youth Studies · doi:10.1007/s43151-021-00064-2 · Cited by 21 · see citing works
Harnessing Social Media in the Modelling of Pandemics—Challenges and Opportunities
Sooknanan, J., & Mays, N. (2021) · Bulletin of Mathematical Biology · doi:10.1007/s11538-021-00895-3 · Cited by 22 · see citing works
“…when using these insights, since there may be a discrepancy between intentions and actual behaviour (Sheeran and Webb 2016), whereby social media sentiment which may be considered to reflect intent may differ from eventual behaviour offline (Smith et al. 2020; Social Media Research Group 2016).”
BackgroundHarding‐Edgar, L., McCartney, M., & Pollock, A. M. (2020) · Journal of the Royal Society of Medicine · doi:10.1177/0141076820967906 · Cited by 13 · see citing works
What have we learned so far about COVID-19 volunteering in the UK? A rapid review of the literature
Mao, G., Fernandes-Jesus, M., Ntontis, E., et al. (2020) · medRxiv · doi:10.1101/2020.11.22.20236059 · Cited by 12
“Among the most difficult of these non-pharmaceutical interventions is self-isolation, with UK surveys estimating that less than 20% of those required reported doing so for the full 10-14 days(1) (3, 6, 7, 8, 9).”
BackgroundStreet, A., Lee, S. J., & Bevan, I. (2022) · BMC Public Health · doi:10.1186/s12889-022-14217-2 · Cited by 12 · see citing works
Parental perceptions of COVID-19–like illness in their children
Hodson, A., Woodland, L., Smith, L. E., et al. (2020) · medRxiv · doi:10.1101/2020.11.05.20226480 · Cited by 11
“Indeed, research suggests that households with dependent children are less likely to adhere to self-isolation than those without children (9).”
BackgroundSelf-citationScientific divisions on covid-19: not what they might seem
Mckee, M., & Stuckler, D. (2020) · British medical journal · doi:10.1136/bmj.m4024 · Cited by 11
Fixing England’s COVID-19 response: learning from international experience
Crozier, A. F. F., McKee, M., & Rajan, S. (2020) · Journal of the Royal Society of Medicine · doi:10.1177/0141076820965533 · Cited by 12 · see citing works
“Recent survey data shows that intention to adhere to test, trace, and isolate behaviours is higher than self-reported adherence: whilst 76% of people intend to share contacts, only 50% of people correctly recognise COVID-19 symptoms and just 12% get a test, 18% isolate, and 11% of contacts isolate properly.(33) Self-r…”
BackgroundMukhamadiarov, R., Deng, S.-F., Serrao, S. R., et al. (2020) · medRxiv · doi:10.1101/2020.10.21.20217331 · Cited by 10
“They extensively explored the effects of quarantine adherence and suggested that with lower adherence to quarantine, as has been reported in the UK, only a small fraction of potential transmission is averted [29] .”
BackgroundErchick, D. J., Zapf, A. J., Baral, P., Edwards, J. G., Mehta, S. H., Solomon, S. S., Gibson, D. G., Agarwal, S., & Labrique, A. B. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-051882 · Cited by 13 · see citing works
Testing and Isolation Efficacy: Insights from a Simple Epidemic Model
Gharouni, A., Abdelmalek, F. M., Earn, D., et al. (2021) · Bulletin of Mathematical Biology · doi:10.1007/s11538-022-01018-2 · Cited by 9
Quilty, B. J., Russell, T., Clifford, S., Flasche, S., Pickering, S., Neil, S. J. D., Galão, R. P., Edmunds, W. J., & CMMID COVID-19 Working Group (2021) · medRxiv · doi:10.1101/2021.06.11.21258735 · Cited by 6 · see citing works
Masel, J., Shilen, A., Helming, B., et al. (2021) · medRxiv · doi:10.1101/2021.02.02.21251022 · Cited by 9 · see citing works
“The direct reduction in R(t) will be smaller, because of violations in 94 these assumptions, especially the fourth given reports of low quarantine compliance (6, 7).”
BackgroundIsherwood, K. R., Kyle, R. G., Gray, B. J., et al. (2021) · medRxiv · doi:10.1101/2021.07.23.21261020 · Cited by 3 · see citing works
Optimising the mitigation of epidemic spreading through targeted adoption of contact tracing apps
Bassolas, A., Santoro, A., Sousa, S., et al. (2021) · arXiv.org · doi:10.48550/arxiv.2102.13013 · Cited by 8
“…place, many countries have been able to partially re-open several sectors of their economy and to diminish the damage of prolonged disruptions [22–29] An effective digital contact tracing strategy should aim at maximising the probability of detecting contacts be-tween infected and susceptible…”
Designing Efficient Contact Tracing Through Risk-Based QuarantiningPreprint
Perrault, A., Charpignon, M., B, J. G. A., Tambe, M., & Majumder, M. S. (2020) · medRxiv · doi:10.1101/2020.11.16.20227389 · Cited by 3 · see citing works
“Investigations regarding the determinants of quarantine adherence and contact reporting behavior suggest that perceived effectiveness and cost of such behaviors are major drivers of participation (Smith et al. 2020; Webster et al. 2020).”
A method for campus-wide SARS-CoV-2 surveillance at a large public university
Chang, T. R., Draper, J. M., van den Bout, A., et al. (2021) · PLoS ONE · doi:10.1371/journal.pone.0261230 · Cited by 7
Leng, T., Hill, E., Keeling, M., et al. (2021) · Communications Medicine · doi:10.1101/2021.11.08.21266079 · Cited by 7
“[20] Smith LE, Potts HW, Amlot R, Fear NT, Michie S, Rubin GJ.”
BackgroundJain, V., Waghorn, M., Thorn-Heathcock, R., et al. (2021) · Journal of public health · doi:10.1093/pubmed/fdaa239 · Cited by 7
Panovska-Griffiths, J., Kerr, C., Waites, W., et al. (2020) · medRxiv · doi:10.1101/2020.09.28.20202937 · Cited by 7 · see citing works
Robin, C., Symons, C., & Carter, H. (2021) · JMIR Formative Research · doi:10.2196/34422 · Cited by 6 · see citing works
Why we Need a Gender Advisor on SAGE
Wenham, C., & Herten-Crabb, A. (2021) · LSE Public Policy Review · doi:10.31389/lseppr.25 · Cited by 9 · see citing works
Maximising public adherence to COVID-19 self-isolation in Europe
Patel, J., Fernandes, G., & Sridhar, D. (2021) · The Lancet Regional Health - Europe · doi:10.1016/j.lanepe.2021.100089 · Cited by 6
Effectiveness and resource requirements of test, trace and isolate strategies for COVID in the UK
He, B., Zaidi, S., Elesedy, B., Hutchinson, M., Paleyes, A., Harling, G., Johnson, A. M., Teh, Y. W., & on behalf of the Royal Society's DELVE group (2021) · Royal Society Open Science · doi:10.1098/rsos.201491 · Cited by 10 · see citing works
Ba, M. F., Ridde, V., Diallo, A. I., Tine, J. A. D., Kane, B., Gaye, I., Traore, Z. I., Bonnet, E., & Faye, A. (2022) · Transactions of the Royal Society of Tropical Medicine and Hygiene · doi:10.1093/trstmh/trac094 · Cited by 8 · see citing works
Covid-19: Decision-Making in Public Health
de Caestecker, L., & von Wissmann, B. (2021) · The Journal of the Royal College of Physicians of Edinburgh · doi:10.4997/jrcpe.2021.238 · Cited by 5 · see citing works
Gold, N., Watson, R. L., Weston, D., Greaves, F., & Amlôt, R. (2021) · BMC Public Health · doi:10.1186/s12889-021-10787-9 · Cited by 6 · see citing works
Self-citationContact tracing for SARS-CoV-2: what can be learned from other conditions?
Brown, J., Ring, K., White, J., et al. (2021) · Clinical medicine (London) · doi:10.7861/clinmed.2020-0643 · Cited by 5
Predicting the COVID-19 Pandemic: The Perceptions of Healthcare Workers and the General Public
Cheese, F., & Coulton, H. (2021) · Cureus · doi:10.7759/cureus.12615 · Cited by 5 · see citing works
The effectiveness of the three tier system of local restrictions for control of COVID-19
Hunter, P., Brainard, J., & Grant, A. (2020) · medRxiv · doi:10.1101/2020.11.22.20236422 · Cited by 5
“However, there is evidence of widespread confusion about social distancing regulations and when a SARS-CoV-2 test is appropriate, impacting on people’s ability to comply with them (Office for National Statistics 2020; Williams et al 2020; Smith et al 2020).”
BackgroundKearney, P. M., Stamenic, D., Gajewska, K. A., O’Sullivan, M. B., Doyle, S., OReilly, O. J., & Buckley, C. M. (2023) · Public Health in Practice · doi:10.1016/j.puhip.2023.100370 · Cited by 6 · see citing works
“Individual survey items were derived initially from a set of questions developed by the COVID-19 Rapid Survey of Adherence to Interventions and Responses (CORSAIR) study to measure behaviours, attitudes, beliefs, and consequences pertinent to the COVID-19 pandemic (31,32), and the International Assessment of COVID-19r…”
InfluentialBridgen, J., Jewell, C., & Read, J. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-059231 · Cited by 4
Lemacks, J., Greer, T. F., Aras, S., et al. (2021) · BMC Public Health · doi:10.1186/s12889-021-12093-w · Cited by 4
Michie, S., POTTS, H. W. W., West, R., Amlôt, R., Smith, L., Fear, N. T., & Rubin, G. J. (2021) · Public Health · doi:10.1016/j.puhe.2021.07.002 · Cited by 8 · see citing works
“The sample was those who said they could fully work at home, recruited from two specialist online panel providers, Respondi and Savanta (Smith et al., 2021).”
BackgroundMethodInfluentialSelf-citationLaw, M. A., Wilbiks, J. M. P., Roach, S. P., & Best, L. A. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.784955 · Cited by 2 · see citing works
Cox, C., Ansari, A., McLaughlin, M., et al. (2021) · Wellcome Open Research · doi:10.12688/wellcomeopenres.16807.1 · Cited by 6 · see citing works
van der Scheer, J. W., Ansari, A., McLaughlin, M., Cox, C., Liddell, K., Burt, J., George, J., Kenny, R., Cousens, R., Leach, B., et al. (2022) · BMC Public Health · doi:10.1186/s12889-022-13993-1 · Cited by 3 · see citing works
“Preliminary UK evidence has suggested sub-optimal compliance with selfisolation, and also indicated that practical support and nancial reimbursement could help to address this (95).”
Erchick, D., Zapf, A. J., Baral, P., et al. (2021) · medRxiv · doi:10.1101/2021.01.30.21250705 · Cited by 2
COVID-19 Test Strategy to Guide Quarantine Interval in University Students
Kolesar, J., Gayheart, T., Poston, L., et al. (2020) · medRxiv · doi:10.1101/2020.12.09.20246785 · Cited by 2
Atkinson, C., Barrow, J., & Earnshaw, P. G. (2023) · International Journal of Health Governance · doi:10.1108/ijhg-01-2023-0005
Reactive vaccination of workplaces and schools against COVID-19
Faucher, B., Assab, R., Roux, J. L., et al. (2021) · medRxiv · doi:10.1101/2021.07.26.21261133 · Cited by 1 · see citing works
Recchia, G. L., Schneider, C. R., & Freeman, A. L. J. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-047731 · Cited by 3 · see citing works
Ba, M., Ridde, V., Diallo, A., et al. (2021) · medRxiv · doi:10.1101/2021.03.10.21253266 · Cited by 1
Monitoring the R-Citizen in the Time of COVID-19
Flood, J. A., & Lewis, M. (2021) · Springer eBooks · doi:10.1007/978-3-030-79735-5_17 · Cited by 1 · see citing works
Arias-Oliva, M., Borondo, J. P., Sánchez, J. D. A., & Souto-Romero, M. (2026) · International Journal of Pharmaceutical and Healthcare Marketing · doi:10.1108/ijphm-11-2025-0263
van den Broek-Altenburg, E. M., Benson, J. S., Emery, J., et al. (2026) · BMJ public health · doi:10.1136/bmjph-2025-004380
“20 21 The purpose of this study is not to isolate the independent effects of individual, community, or structural factors on testing probability, but to understand how these factors jointly shape individuals’ decisions to seek testing under conditions of uncertainty and changing access.”
Antonopoulou, V., Ong, M., Meyer, C. J., Beale, S., Lorencatto, F., Michie, S., Aldridge, R., & Hayward, A. C. (2026) · Discover Public Health · doi:10.1186/s12982-026-01375-6
“Studies conducted during the early stages of the COVID-19 pandemic yielded mixed results with some studies suggesting a decrease in PPB use (e.g [22–26], while others indicated a consistent use of PPBs regardless of vaccination status [15, 27].”
Self-citationMerritt, R., Vastano, A., Nakagawa, J., Doherty-Kelly, D., & Taylor, J. (2023) · International Journal of Public Health · doi:10.3389/ijph.2023.1604388
Covid-19 and the criminalisation of viral transmission
Ni’Man, M., & Lemos, N. (2021) · Medicine, Science and the Law · doi:10.1177/00258024211010931
Turabián, J. L. (2021) · International Journal of Epidemiology and Health Sciences · doi:10.51757/ijehs.2.2.2021.241686
Asymptomatic SARS-CoV-2 testing: predictors of effectiveness; risk of increasing transmission
Skittrall, J. P. (2020) · medRxiv · doi:10.1101/2020.11.24.20236950
- Authors
- Smith, L. E., Potts, H. W., Amlȏt, R., Fear, N. T., Michie, S., & Rubin, G. J.
- Affiliations
- King's College London (GB)
- University College London (GB)
- Corresponding author
- Smith, Louise E
- Venue
- BMJ
- Publisher
- openRxiv
- Published
- 2020-09-18
- Volume
- 372
- Pages
- n608-n608
- ISSN
- 1756-1833 (ISSN-L)
- PMC
- PMC8010268
- OpenAlex
- W3144066845
- Cited by
- 296
- References
- 22
- Citations by year
- 2026: 9 · 2025: 8 · 2024: 27 · 2023: 45 · 2022: 91 · 2021: 101 · 2020: 14 · 2012: 1
- FWCI
- 25.52
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by
- Locations
- BMJ (publishedVersion, cc-by)
- medRxiv (acceptedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Research Portal (King's College London) (submittedVersion, cc-by)
- UCL Discovery (University College London) (submittedVersion)
- OSF Preprints (OSF Preprints) (submittedVersion)
- Funders
- National Institute for Health Research Health Protection Research Unit
- National Institute for Health and Care Research (11/46/21, NIHR-INF-1658)
- Department of Health and Social Care
- University of East Anglia
- King's College London
- University of Bristol
- Public Health England
- Topics
- Physical Sciences › Mathematics › Modeling and Simulation › COVID-19 epidemiological studies
- Social Sciences › Sociology and Political Science › COVID-19 Prevention and Impact
- Physical Sciences › Computer Science › Information Systems › COVID-19 Digital Contact Tracing
- Keywords
- COVID-19 pandemic, self-isolation, COVID-19 testing, symptom recognition, close contact tracing, contact tracing, public health communication, public trust in government, risk perception
- MeSH terms
- COVID-19, SARS-CoV-2, COVID-19 Testing, Adult, Aged, Cross-Sectional Studies, Female, United Kingdom, Humans, Health Knowledge, Attitudes, Practice, Male, Middle Aged, Surveys and Questionnaires, Social Isolation, Contact Tracing, Pandemics
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