COVID-19 and mental health deterioration by ethnicity and gender in the UK
Open accessAbstract
We use the UK Household Longitudinal Study and compare pre-COVID-19 pandemic (2017-2019) and during-COVID-19 pandemic data (April 2020) for the same group of individuals to assess and quantify changes in mental health as measured by changes in the GHQ-12 (General Health Questionnaire), among ethnic groups in the UK. We confirm the previously documented average deterioration in mental health for the whole sample of individuals interviewed before and during the COVID-19 pandemic. In addition, we find that the average increase in mental distress varies by ethnicity and gender. Both women –regardless of their ethnicity– and Black, Asian, and minority ethnic (BAME) men experienced a higher average increase in mental distress than White British men, so that the gender gap in mental health increases only among White British individuals. These ethnic-gender specific changes in mental health persist after controlling for demographic and socioeconomic characteristics. Finally, we find some evidence that, among men, Bangladeshi, Indian and Pakistani individuals have experienced the highest average increase in mental distress with respect to White British men.
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The higher depressive and anxiety scores may be due to worsening mental health outcomes during the COVID-19 pandemic.
“possibly due to worsening mental health outcomes during the COVID-19 pandemic [16].”
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Factors associated with COVID-19-related death using OpenSAFELY
Williamson, E. J., Walker, A. J., Bhaskaran, K., Bacon, S., Bates, C., Morton, C. E., Curtis, H. J., Mehrkar, A., Evans, D., Inglesby, P., et al. (2020) · Nature · doi:10.1038/s41586-020-2521-4 · Cited by 6,674 · see citing works
(1988) · NFER-Nelson eBooks · Cited by 5,560 · see citing works
The Validity of Two Versions of the GHQ in the WHO Study of Mental Illness in General Health Care
GOLDBERG, D. P., GATER, R., SARTORIUS, N., USTUN, T. B., PICCINELLI, M., GUREJE, O., & RUTTER, C. (1997) · Psychological Medicine · doi:10.1017/s0033291796004242 · Cited by 3,657 · cited 1× · see citing works
“Finally, we use a third measure based on the change of a binary indicator of being at risk of presenting with mental health problems (GHQ “caseness” score) [16], which has been validated against psychiatric interviews [29, 30].”
MethodCzeisler, M. É., Lane, R. I., Petrosky, E., Wiley, J. F., Christensen, A., Njai, R., Weaver, M. D., Robbins, R., Facer-Childs, E. R., Barger, L. K., et al. (2020) · MMWR. Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm6932a1 · Cited by 2,686 · see citing works
Prevalence of depression symptoms in US adults before and during the COVID-19 pandemic
Ettman, C. K., Abdalla, S. M., Cohen, G. H., Sampson, L., Vivier, P. M., & Galea, S. (2020) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.19686 · Cited by 2,138 · see citing works
Daly, M., Sutin, A. R., & Robinson, E. (2020) · Psychological Medicine · doi:10.1017/s0033291720004432 · Cited by 731 · see citing works
Niedzwiedz, C. L., Green, M. J., Benzeval, M., Campbell, D., Craig, P., Demou, E., Leyland, A., Pearce, A., Thomson, R., Whitley, E., et al. (2021) · Journal of Epidemiology and Community Health · doi:10.1136/jech-2020-215060 · Cited by 525 · see citing works
Evidence mounts on the disproportionate effect of COVID-19 on ethnic minorities
Kirby, T. (2020) · The Lancet Respiratory Medicine · doi:10.1016/s2213-2600(20)30228-9 · Cited by 521 · see citing works
Psychological distress and adaptation to the COVID-19 crisis in the United States
Daly, M., & Robinson, E. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2020.10.035 · Cited by 470 · see citing works
The reliability of the twelve-item general health questionnaire (GHQ-12) under realistic assumptions
Hankins, M. C. (2008) · BMC Public Health · doi:10.1186/1471-2458-8-355 · Cited by 314 · see citing works
Does Employee Happiness Have an Impact on Productivity?
Bellet, C. S., Jan-emmanuel De Neve, A., & Ward, G. (2019) · Management Science · doi:10.1287/mnsc.2023.4766 · Cited by 270 · see citing works
Aalto, A., Elovainio, M. J., Mika Kivimaki, B., Uutela, A. K., & Pirkola, S. P. (2012) · Psychiatry Research · doi:10.1016/j.psychres.2011.09.008 · Cited by 258 · see citing works
Xu, X., & Banks, J. W. (2020) · doi:10.1920/wp.ifs.2020.1620 · Cited by 215 · see citing works
Are some ethnic groups more vulnerable to COVID-19 than others?
Warwick, R., & Platt, L. (2020) · doi:10.1920/bn.ifs.2020.idrbn2 · Cited by 203 · see citing works
The gender gap in mental well-being during the Covid-19 outbreak: Evidence from the UKPreprint
Etheridge, B., & Spantig, L. (2020) · RePEc: Research Papers in Economics · Cited by 138 · see citing works
The Impact of the Coronavirus Lockdown on Mental Health: Evidence from the USPreprint
Adams‐Prassl, A., Boneva, T., Golin, M., & Rauh, C. (2020) · RePEc: Research Papers in Economics · doi:10.17863/cam.57997 · Cited by 119 · see citing works
Niedzwiedz, C. L., Green, M. J., Benzeval, M., et al. (2020) · medRxiv · doi:10.1101/2020.06.21.20136820 · Cited by 90 · see citing works
Davillas, A., & Jones, A. M. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3614940 · Cited by 70 · see citing works
The Idiosyncratic Impact of an Aggregate Shock: The Distributional Consequences of COVID-19Preprint
Benzeval, M., Burton, J., Crossley, T. F., Fisher, P. G., Jäckle, A., Low, H. W., & Read, B. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3615691 · Cited by 68 · see citing works
Happy Talk: Mode of Administration Effects on Subjective Well-Being
Dolan, P., & Kavetsos, G. (2015) · Journal of Happiness Studies · doi:10.1007/s10902-015-9642-8 · Cited by 43 · see citing works
The idiosyncratic impact of an aggregate shock: the distributional consequences of COVID-19
Benzeval, M., Burton, J., Crossley, T. F., Fisher, P. G., Jäckle, A., Low, H. W., & Read, B. (2020) · doi:10.1920/wp.ifs.2020.1520 · Cited by 29 · see citing works
BAME Covid-19 Deaths - what do we know?: rapid data & evidence review
Razaq, A., Harrison, D., Barr, B., Asaria, M., Routen, A. C., & Khunti, K. K. (2020) · Cited by 28 · see citing works
Are happy workers more productive?
Proto, E. (2016) · IZA World of Labor · doi:10.15185/izawol.315 · Cited by 20 · see citing works
Self-citationWright, T., Nanayakkara, G., Keys, C., Onyejekwe, C., & Sah, R. K. (2020) · Cited by 14 · see citing works
Understanding Society: COVID-19 Study, 2020
University Of Essex, I. F. S. (2020) · UK Data Archive · doi:10.5255/ukda-sn-8644-4 · Cited by 6 · see citing works
How to interpret research on ethnicity and COVID-19 risk and outcomes: five key questions
Asaria, M., Stafford, M., Boolaky, U., Elwell-Sutton, T., & Nazroo, J. Y. (2020) · Cited by 4 · see citing works
Flagged first, then by citations
1 of the 27 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- [14]Kenway P, Butt J. Evidence Into Action: A review of the report by Public Health England into disparities in risks and outcomes of COVID-19 between ethnic groups and by level of deprivation. Briefing paper. New Policy Insitute and the Race Equality Foundation. 2020.
- [24]University of Essex, Institute for Social and Economic Research. Understanding Society: COVID-19 Study, 2020. [data collection]. 4th Edition, 2020. UK Data Service. SN: 8644, 10.5255/UKDA-SN-8644-4. · DOI
Cited by
Sorted by citations
Aknin, L. B., De Neve, J.-E., Dunn, E. W., Fancourt, D. E., Goldberg, E., Helliwell, J. F., Jones, S. P., Karam, E., Layard, R., Lyubomirsky, S., et al. (2022) · Perspectives on Psychological Science · doi:10.1177/17456916211029964 · Cited by 418 · see citing works
“These findings are consistent with those of Banks and Xu (2020), who analyzed responses from 11,988 individuals in the same data set (U.K. Household Longitudinal Survey) and reported the greatest declines in mental health among young women (see also Proto & Quintana-Domeque, 2021).”
ResultJob loss and mental health during the COVID-19 lockdown: Evidence from South Africa
Posel, D. R., Oyenubi, A., & Kollamparambil, U. (2021) · PLoS ONE · doi:10.1371/journal.pone.0249352 · Cited by 338 · see citing works
“In contrast to research on the mental health implications of COVID-19 in the UK, there is no evidence that the effects of job loss on mental health were gendered (an interactive term for African and female did not yield significant results in any of the estimations) [10].”
ResultSalanti, G., Peter, N. L., Tonia, T., Holloway, A., White, I. R., Darwish, L., Low, N. N., Egger, M., Haas, A. D., Fazel, S., et al. (2022) · Annals of Internal Medicine · doi:10.7326/m22-1507 · Cited by 183 · see citing works
“…al, 2020 (46) Kikuchi et al, 2020 (36) Meseguer de Pedro et al, 2021 (33) Xue and McMunn, 2021 (43) Ahrens et al, 2021 (39) Pierce et al, 2021 (7) Proto and Quintana-Domeque, 2021 (37) Xue and McMunn, 2021 (43) Ahrens et al, 2021 (39) Wang et al, 2021 (35) Somatoform disorder Schützwohl and…”
BackgroundThe impact of the coronavirus lockdown on mental health: evidence from the United States
Adams‐Prassl, A., Boneva, T., Golin, M., & Rauh, C. (2022) · Economic Policy · doi:10.1093/epolic/eiac002 · Cited by 272 · see citing works
Aknin, L. B., Neve, J. E. D., Dunn, E. W., Fancourt, D. E., Goldberg, E., Helliwell, J. F., Jones, S., Karam, E. G., Layard, R., Lyubomirsky, S., et al. (2021) · doi:10.31234/osf.io/zw93g · Cited by 131 · see citing works
The gender gap in mental well-being at the onset of the Covid-19 pandemic: Evidence from the UK
Etheridge, B., & Spantig, L. (2022) · European Economic Review · doi:10.1016/j.euroecorev.2022.104114 · Cited by 250 · see citing works
The Impact of the Coronavirus Lockdown on Mental Health: Evidence from the USPreprint
Adams‐Prassl, A., Boneva, T., Golin, M., & Rauh, C. (2020) · RePEc: Research Papers in Economics · doi:10.17863/cam.57997 · Cited by 119 · see citing works
Heterogeneous mental health development during the COVID-19 pandemic in the United Kingdom
Ellwardt, L., & Präg, P. (2021) · Scientific Reports · doi:10.1038/s41598-021-95490-w · Cited by 95 · see citing works
Rai, S. M. (2024) · doi:10.1093/oso/9780197535547.001.0001 · Cited by 95 · see citing works
Escudero-Castillo, I., Díaz, F. J. M., & Rodrı́guez-Álvarez, A. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18062898 · Cited by 93 · see citing works
“Although research on psychological well-being during the pandemic reveals a general deterioration in all layers of the population [34], this deterioration is not distributed homogeneously throughout society.”
BackgroundBrunoni, A. R., Suen, P. J. C., Bacchi, P. S., Razza, L. B., Klein, I., dos Santos, L. A., Santos, I. S., Valiengo, L. D. C. L., Neto, J. G., Moreno, M., et al. (2021) · Psychological Medicine · doi:10.1017/s0033291721001719 · Cited by 85 · see citing works
“In a UK study, non- white ethnicities (Proto & Quintana-Domeque, 2021) also experienced higher mental distress, in line with our findings.”
ResultSavage, M. J., Hennis, P. J., Magistro, D., Donaldson, J., Healy, L. C., & James, R. M. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18062930 · Cited by 85 · see citing works
“Furthermore, a recent study has reported that females (irrespective of ethnicity) and men from a Black, Asian, and minority ethnic (BAME) background were experiencing poorer mental health compared to White British men during the initial phase of pandemic [45].”
BackgroundUnequal pandemic, fairer recovery: The COVID-19 impact inquiry report
Suleman, M., Sonthalia, S., Webb, C., Tinson, A., Kane, M., Bunbury, S., Finch, D., & Bibby, J. (2021) · doi:10.37829/hf-2021-hl12 · Cited by 84 · see citing works
Lee, W. D., Qian, M., & Schwanen, T. (2021) · Health & Place · doi:10.1016/j.healthplace.2021.102563 · Cited by 77 · see citing works
Association between COVID-19 pandemic and the suicide rates in Nepal
Acharya, B., Subedi, K., Acharya, P., & Ghimire, S. (2022) · PLoS ONE · doi:10.1371/journal.pone.0262958 · Cited by 76 · see citing works
“Some empirical studies have reported mental health deterioration related to the pandemic to be higher in females than males [6, 18, 19].”
BackgroundSocio-economic and ethnic health inequalities in COVID-19 outcomes across OECD countries
Berchet, C., Bijlholt, J., & Ando, M. (2023) · OECD health working papers · doi:10.1787/6c2a96c9-en · Cited by 75 · see citing works
Gender Inequality and Mental Health During the COVID-19 Pandemic
Borrescio-Higa, F., & Valenzuela, P. (2021) · International Journal of Public Health · doi:10.3389/ijph.2021.1604220 · Cited by 73 · see citing works
Diaz, A. D., Baweja, R., Bonatakis, J., & Baweja, R. K. (2021) · World Journal of Psychiatry · doi:10.5498/wjp.v11.i4.94 · Cited by 71 · see citing works
Mental Health in Times of the COVID-19 Pandemic
Wirkner, J., Christiansen, H., Knaevelsrud, C., Lüken, U., Wurm, S., Schneider, S., & Brakemeier, E. (2021) · European Psychologist · doi:10.1027/1016-9040/a000465 · Cited by 68 · see citing works
COVID-19 and mental health of individuals with different personalities
Proto, E., & Zhang, A. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2109282118 · Cited by 66 · see citing works
Self-citationThe impact of built environment on mental health: A COVID-19 lockdown perspective
Xiao, J., Zhao, J., Luo, Z., Liu, F., & Greenwood, D. J. (2022) · Health & Place · doi:10.1016/j.healthplace.2022.102889 · Cited by 67 · see citing works
Pelling, M., Chow, W., Chu, E. K., Dawson, R., Dodman, D., Fraser, A., Hayward, B., Khirfan, L., McPhearson, T., Prakash, A., et al. (2021) · Climate and Development · doi:10.1080/17565529.2021.1956411 · Cited by 61 · see citing works
“Lockdowns have had a disproportionate impact on the mental health and physical wellbeing of children, carers - many of whom are women – and some ethnic minorities (Proto & Quintana-Domeque, 2021).”
Sex and gender in health research: Intersectionality matters
Subramaniapillai, S., Galea, L. A. M., Einstein, G., & de Lange, A. G. (2023) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2023.101104 · Cited by 53 · see citing works
Gender and COVID-19: What have we Learnt, One Year Later?
Nieves, C. D. P., Gaddis, I., & Müller, M. (2021) · World Bank, Washington, DC eBooks · doi:10.1596/1813-9450-9709 · Cited by 50 · see citing works
“Medical academic studies conducted in Austria (Pieh et al. 2020) and the UK (Daly et al. 2020; Proto and Quintana-Domeque 2021), which examine mental health outcomes before and during the pandemic, show that women were more likely than men to report an increase in (dis)stress, anxiety and…”
BackgroundLockdown strictness and mental health effects among older populations in Europe
García‐Prado, A., González, P., & Rebollo‐Sanz, Y. F. (2022) · Economics & Human Biology · doi:10.1016/j.ehb.2022.101116 · Cited by 51 · see citing works
Liverpool, S., Moinuddin, M., Aithal, S., Owen, M. B., Bracegirdle, K., Caravotta, M., Walker, R., Murphy, C., & Karkou, V. (2023) · PLoS ONE · doi:10.1371/journal.pone.0280689 · Cited by 47 · see citing works
Gender Inequality in Covid-19 Times: Evidence from UK Prolific Participants
Oreffice, S., & Quintana‐Domeque, C. (2020) · Journal of Demographic Economics · doi:10.1017/dem.2021.2 · Cited by 46 · see citing works
“Still, using the same data, Proto and Quintana-Domeque (2021) document a drop in mental wellbeing by ethnicity and gender, showing that the gender gap in mental wellbeing has increased among White British individuals.”
MethodSelf-citationCOVID-19 and mental health in 8 low- and middle-income countries: A prospective cohort study
Aksünger, N., Vernot, C., Littman, R., Voors, M. J., Meriggi, N. F., Abajobir, A. A., Beber, B., Dai, K., Egger, D. T., Islam, A., et al. (2023) · PLoS Medicine · doi:10.1371/journal.pmed.1004081 · Cited by 43 · see citing works
Foa, R., Fabian, M., & Gilbert, S. (2022) · PLoS ONE · doi:10.1371/journal.pone.0263570 · Cited by 42 · see citing works
Wang, S., Kamerāde, D., Bessa, I., Burchell, B. J., Gifford, J., GREEN, M., & Rubery, J. (2022) · Journal of Social Policy · doi:10.1017/s0047279422000599 · Cited by 42 · see citing works
Mental Health and the City in the Post-COVID-19 Era
Bil, J. S., Buława, B., & Świerzawski, J. (2021) · Sustainability · doi:10.3390/su13147533 · Cited by 41 · see citing works
Ahmad, G., McManus, S., Cooper, C., Hatch, S. L., & Das‐Munshi, J. (2021) · The British Journal of Psychiatry · doi:10.1192/bjp.2021.179 · Cited by 40 · see citing works
“31 Economic loss, health issues and social isolation experienced in the period of lockdown associated with pandemic response measures may have short-to long-term effects.”
Blanchflower, D. G., & Bryson, A. (2024) · Journal of Population Economics · doi:10.1007/s00148-024-00981-5 · Cited by 40 · see citing works
“Using data from the UK Household Longitudinal Study (UKHLS), Proto and Quintana-Domeque (2021) confirmed a deterioration in mental health due to COVID, using the GHQ12 measure from 2017-2019 to April 2020. They found increases in mental distress which varied by ethnicity and gender. Women regardless of their ethnicity…”
InfluentialCoulombe, B. R., & Yates, T. M. (2021) · Child Development · doi:10.1111/cdev.13639 · Cited by 42 · see citing works
Financial Distress and Psychological Well-Being During the COVID-19 Pandemic
Borrescio-Higa, F., Droller, F., & Valenzuela, P. (2022) · International Journal of Public Health · doi:10.3389/ijph.2022.1604591 · Cited by 38 · see citing works
COVID-19 and UK family carers: policy implications
Onwumere, J., Creswell, C., Livingston, G., Shiers, D., Tchanturia, K., Charman, T., Russell, A., Treasure, J. L., Forti, M. D., Wildman, E. K., et al. (2021) · The Lancet Psychiatry · doi:10.1016/s2215-0366(21)00206-6 · Cited by 38 · see citing works
Reme, B., Wörn, J., & Skirbekk, V. (2022) · Scientific Reports · doi:10.1038/s41598-022-06616-7 · Cited by 37 · see citing works
Effect of the COVID-19 pandemic on depression in older adults: A panel data analysis
Gaggero, A., Fernández-Pérez, Á., & Jiménez‐Rubio, D. (2022) · Health Policy · doi:10.1016/j.healthpol.2022.07.001 · Cited by 36 · see citing works
“Firstly, the strict measures of social distancing imposed by health authorities have been identified as significant drivers of the deterioration of mental health in the general population [13,9].”
Sung, C., Chen, C., Fan, C., Chang, J., Hung, C., Fu, C.-M., Wong, L. P., Huang, E. P., & Lee, T. S. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-052184 · Cited by 36 · see citing works
A longitudinal study of predictors of serious psychological distress during COVID-19 pandemic
Breslau, J. A., Röth, E., Baird, M., Carman, K. G., & Collins, R. L. (2021) · Psychological Medicine · doi:10.1017/s0033291721004293 · Cited by 36 · see citing works
“Longitudinal or repeated-cross-sectional studies in the UK (Kwong et al., 2021; Proto & Quintana-Domeque, 2021), Switzerland (Shanahan et al., 2020), and Japan (Kikuchi et al., 2020) have found similar patterns, although there is heterogeneity across international studies of the mental health…”
Psychology needs to get tired of winning
Haeffel, G. J. (2022) · Royal Society Open Science · doi:10.1098/rsos.220099 · Cited by 34 · see citing works
Türkay, S., Lin, A., Johnson, D. M., & Formosa, J. (2022) · Behaviour and Information Technology · doi:10.1080/0144929x.2022.2094832 · Cited by 32 · see citing works
Owens, V. A. M., & Saw, H.-W. (2021) · PLoS ONE · doi:10.1371/journal.pone.0253654 · Cited by 33 · see citing works
“On the other hand, a longitudinal study in the UK found that racial and ethnic minorities experienced a greater increase in mental distress after the onset of the pandemic as measured by the General Health Questionnaire-12, possibly due in part to lockdowns and physical distancing [35].”
BackgroundBezzo, F. B., Silva, L., & van Ham, M. (2021) · PLoS ONE · doi:10.1371/journal.pone.0255156 · Cited by 31 · see citing works
The impact of COVID-19 vaccination for mental well-being
Chaudhuri, K., & Howley, P. (2022) · European Economic Review · doi:10.1016/j.euroecorev.2022.104293 · Cited by 34 · see citing works
“Further studies have reported that women, ethnic minorities and those faced with financial insecurity are also disproportionately negatively impacted (Anaya et al., 2021; Banks and Xu, 2020:2021; Cheng et al., 2021; Daly et al., 2020; Etheridge and Spantig, 2020; Giovanis and Ozdamar, 2020; Niedzwiedz et al., 2021; Pr…”
Quintana‐Domeque, C., Lee, I., Zhang, A., Proto, E., Battisti, M., & Ho, A. Y. W. (2021) · PLoS ONE · doi:10.1371/journal.pone.0259213 · Cited by 29 · see citing works
“Recent studies have shown that the pandemic has unequal effects on the psychological wellbeing of individuals, with women, younger individuals, and ethnic minorities being disproportionately affected [2, 3].”
BackgroundSelf-citationDepression and anxiety during and after episodes of COVID-19 in the community
Alacevich, C., Thalmann, I., Nicodemo, C., de Lusignan, S., & Petrou, S. (2023) · Scientific Reports · doi:10.1038/s41598-023-33642-w · Cited by 29 · see citing works
van der Velden, P. G., Marchand, M. A. G., Das, M., Muffels, R. J. A., & Bosmans, M. W. G. (2022) · PLoS ONE · doi:10.1371/journal.pone.0276834 · Cited by 27 · see citing works
“The study by Proto and Quintana-Domeque [10] showed similar findings up to April 2020 but focused especially on ethnicity and gender.”
Improving the Reporting on Health Equity in Observational Research (STROBE-Equity)
Dewidar, O., Shamseer, L., Meléndez‐Torres, G. J., Akl, E. A., Ramke, J., Wang, X., Oloyede, O., Young, T., Nicholls, S. G., Marshall, Z., et al. (2025) · JAMA Network Open · doi:10.1001/jamanetworkopen.2025.32512 · Cited by 31 · see citing works
Building back better from COVID-19: Knowledge, emergence and social contracts
Pelling, M., Adams, H., Adamson, G., Barcena, A., Blackburn, S., Borie, M., Donovan, A. R., Ogra, A., Taylor, F. E., & Lü, Y. (2021) · Progress in Human Geography · doi:10.1177/03091325211059569 · Cited by 26 · see citing works
Sutton, E., Catling, J. C., Segaert, K., & Zanten, J. V. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.823089 · Cited by 27 · see citing works
Arday, J., & Jones, C. (2022) · Higher Education · doi:10.1007/s10734-022-00939-0 · Cited by 28 · see citing works
“Indeed, many of the recommendations arising from such research are around engaging in further study (e.g. Phiri et al., 2021), such Proto and Quintana-Domeque (2021) who call for additional research on the potential differential effects of the COVID-19 pandemic by ethnicity.”
Blanchflower, D. G., & Bryson, A. (2022) · National Bureau of Economic Research · doi:10.3386/w29893 · Cited by 27 · see citing works
The effect of the COVID-19 pandemic on mental health calls for police service
Koziarski, J. (2021) · Crime Science · doi:10.1186/s40163-021-00157-6 · Cited by 20 · see citing works
Gagné, T., Nandi, A., & Schoon, I. (2021) · Journal of Epidemiology & Community Health · doi:10.1136/jech-2021-217266 · Cited by 25 · see citing works
Lee, I., & Tipoe, E. (2021) · PLoS ONE · doi:10.1371/journal.pone.0258917 · Cited by 25 · see citing works
“In contrast, individuals with young children experienced a moderate increase only during the third lockdown (31 minutes, 95% CI = [7, 57]).”
BackgroundRastogi, R., Cerda, I. H., Ibrahim, A., Chen, J. A., Stevens, C., & Liu, C. H. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.08.031 · Cited by 25 · see citing works
Liang, L., Zheng, Y., Ge, Q., & Zhang, F. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.762725 · Cited by 24 · see citing works
The gender dimensions of mental health during the Covid-19 pandemic: A path analysis
Dotsikas, K., Crosby, L., McMunn, A., Osborn, D., Walters, K. R., & Dykxhoorn, J. L. (2023) · PLoS ONE · doi:10.1371/journal.pone.0283514 · Cited by 24 · see citing works
“This disparity has widened during the pandemic, with women experiencing a higher average increase in mental distress [7,12].”
BackgroundDaimer, S., Mihatsch, L. L., Neufeld, S. A., Murray, G. K., & Knolle, F. (2022) · eLife · doi:10.7554/elife.75893 · Cited by 21 · see citing works
Seasonality and the female happiness paradox
Blanchflower, D. G., & Bryson, A. (2023) · Quality & Quantity · doi:10.1007/s11135-023-01628-5 · Cited by 21 · see citing works
“Proto and Quintana-Domeque (2021), Pierce et al. (2021) and Banks et al. (2021) also found increases in mental distress in the UK, measured with the 12-item General Health Questionnaire (GHQ12) scores in the UK Household Longitudinal Survey (UKHLS), that were greater among women than they were…”
van der Velden, P. G., Marchand, M. A. G., Das, M., Muffels, R. J. A., & Bosmans, M. (2022) · Psychiatry Research · doi:10.1016/j.psychres.2022.114528 · Cited by 21 · see citing works
The local and global mental health effects of the Covid-19 pandemic
Akay, A. (2022) · Economics & Human Biology · doi:10.1016/j.ehb.2021.101095 · Cited by 20 · see citing works
Women's mental health and COVID-19: increased vulnerability and inequalities
Arilha, M., Carvalho, A. P., Forster, T. A., Rodrigues, C. V. M., Briguglio, B., & Serruya, S. J. (2024) · Frontiers in Global Women s Health · doi:10.3389/fgwh.2024.1414355 · Cited by 23 · see citing works
The gendered crisis: livelihoods and mental well-being in India during COVID-19
Afridi, F., Dhillon, A., & Roy, S. (2021) · Working Paper Series · doi:10.35188/unu-wider/2021/003-0 · Cited by 20 · see citing works
Dewidar, O., Shamseer, L., Meléndez‐Torres, G. J., Akl, E. A., Ramke, J., Wang, X., Oloyede, O., Young, T., Nicholls, S. G., Marshall, Z., et al. (2025) · BMJ · doi:10.1136/bmj-2024-083882 · Cited by 23 · see citing works
“158 “We included 3,574,903 individuals who did not have atrial fibrillation at index age 45 years or older, of whom 1,727,703 were men (48.3”
InfluentialBeing on the Frontline? Immigrant Workers in Europe and the COVID-19 Pandemic
Fasani, F., & Mazza, J. (2023) · Industrial and Labor Relations Review · doi:10.1177/00197939231173676 · Cited by 19 · see citing works
Recovery in Mind: A Recovery College's journey through the Covid‐19 pandemic
Yoeli, H., Ryan, A., Hensby, C., Habermehl, F., Burton, S., & Sin, J. (2022) · Health Expectations · doi:10.1111/hex.13635 · Cited by 19 · see citing works
“The pandemic has led to increasing symptoms and declining well‐being for people with pre‐existing mental ill‐health.(5,6) Both people with and without pre‐existing mental health needs reported finding mental health support more difficult to access and engage with.”
BackgroundPredicting Psychological Distress During the COVID-19 Pandemic: Do Socioeconomic Factors Matter?
Bakkeli, N. Z. (2022) · Social Science Computer Review · doi:10.1177/08944393211069622 · Cited by 18 · see citing works
“Ethnic minorities also have a substantially higher risk of poor health compared to the majority population (Proto & Quintana-Domeque, 2021).”
BackgroundSuicidal ideation in men during COVID-19: an examination of protective factors
Seidler, Z. E., Wilson, M. J., Oliffe, J. L., Fisher, K., O’Connor, R. C., Pirkis, J., & Rice, S. (2023) · BMC Psychiatry · doi:10.1186/s12888-023-04539-9 · Cited by 23 · see citing works
“Such research is particularly warranted in the context of the novel coronavirus (COVID-19) pandemic, where enforced isolation, unemployment and interpersonal strain has led to an emerging and ongoing mental health burden [5, 6].”
BackgroundDoes caring for others affect our mental health? Evidence from the COVID-19 pandemic
Costi, C., Hollingsworth, B. P., O’Sullivan, V., & Zucchelli, E. (2023) · Social Science & Medicine · doi:10.1016/j.socscimed.2023.115721 · Cited by 18 · see citing works
Hauck, A., Michael, T., & de Sá, D. S. F. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2022.07.068 · Cited by 18 · see citing works
Arundell, L.-L., Saunders, R., Buckman, J. E. J., Lewis, G., Stott, J. C. H., Singh, S., Jena, R., Naqvi, S. A., Leibowitz, J., & Pilling, S. (2024) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-024-02610-8 · Cited by 17 · see citing works
“These findings might be understood in terms of the intersecting gender and ethnicity characteristics that may be differentially impacted by societal or cultural factors contributing to differences in outcomes [20, 48].”
BackgroundMental health in Germany before, during and after the COVID-19 pandemic
Patzina, A., Collischon, M., Hoffmann, R., & Obrizan, M. (2025) · PLoS ONE · doi:10.1371/journal.pone.0313689 · Cited by 17 · see citing works
James, M., Jones, H. E., Baig, A., Marchant, E., Waites, T., Todd, C., Hughes, K. E., & Brophy, S. T. (2021) · PLoS ONE · doi:10.1371/journal.pone.0260640 · Cited by 16 · see citing works
Sheriff, R. S., Vuorre, M., Riga, E., Przybylski, A. K., Adams, H., Harmer, C. J., & Geddes, J. R. (2022) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/00048674221115648 · Cited by 16 · see citing works
“Some YP have been affected more than others, including marginalised groups such as ethnic minorities (Abramovich et al., 2021; Bray et al., 2021; Proto and Quintana-Domeque, 2021).”
BackgroundBortel, T. V. V., Lombardo, C., Guo, L., Solomon, S., Martin, S. A., Hughes, K., Weeks, L., Crepaz‐Keay, D., McDaid, S., Chantler, O., et al. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.875198 · Cited by 16 · see citing works
McIvor, C., Vafai, Y., Kelly, B., O’Toole, S. E., Heys, M., Badrick, E., Iqbal, H., Pickett, K. E., Cameron, C., & Dickerson, J. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192114316 · Cited by 16 · see citing works
Lenoir, R., & Wong, K. K. (2023) · BMJ Open · doi:10.1136/bmjopen-2023-071903 · Cited by 16 · see citing works
Proto, E., & Quintana‐Domeque, C. (2022) · The B E Journal of Economic Analysis & Policy · doi:10.1515/bejeap-2021-0394 · Cited by 16 · see citing works
Self-citationThe effects of social capital deprivation for wellbeing: Evidence from the Covid-19 pandemic
Slater, G. (2024) · Economics & Human Biology · doi:10.1016/j.ehb.2024.101395 · Cited by 15 · see citing works
The trajectory of mental health problems for UK emerging adults during COVID-19
Thorpe, W. J. R., & Gutman, L. M. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2022.10.068 · Cited by 15 · see citing works
“For ethnicity, in a study comparing pre-pandemic and pandemic data for the same group of individuals, Black, Asian, and Minority (BAME) men from the UK experienced a higher increase in mental distress compared to White British men during the first lockdown (Proto and Quintana-Domeque, 2021).”
BackgroundMueller, J., Richards, R., Jones, R. A., Whittle, F., Woolston, J., Stubbings, M., Sharp, S. J., Griffin, S. J., Bostock, J., Hughes, C. A., et al. (2023) · International Journal of Obesity · doi:10.1038/s41366-022-01232-x · Cited by 13 · see citing works
Stepanova, E., Croke, S., Yu, G., Bifarin, O. O., Panagioti, M., & Fu, Y. (2025) · BMJ Mental Health · doi:10.1136/bmjment-2024-301481 · Cited by 14 · see citing works
“Participants were recruited through local community organisations supporting ethnic minorities, with study information sent to 19 organisations in NENC and 8 in the North West and Merseyside.”
Plenty, S. M., Bracegirdle, C., Dollmann, J., & Spiegler, O. (2021) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-021-00418-x · Cited by 14 · see citing works
“However, longitudinal studies among adults have found few group differences in decreases in mental well-being between pre-pandemic (2017–2019) and pandemic (April 2020) assessments [5, 39, 45].”
BackgroundSelf-Compassion during COVID-19 in Non-WEIRD Countries: A Narrative Review
Kotera, Y., Kirkman, A., Beaumont, J., Komorowska, M. A., Such, E., Kaneda, Y., & Rushforth, A. (2023) · Healthcare · doi:10.3390/healthcare11142016 · Cited by 14 · see citing works
“Amongst the male population, Bangladeshi, Indian and Pakistani individuals experienced the highest increase in the UK [8].”
BackgroundMoreno‐Agostino, D., Fisher, H. L., Hatch, S. L., Morgan, C., Ploubidis, G. B., & Das‐Munshi, J. (2022) · Psychological Medicine · doi:10.1017/s0033291722003348 · Cited by 13 · see citing works
“…anxiety increased in the population, with younger people, women, those in disadvantaged SEP, and those with pre-existing mental health conditions being disproportionately impacted (Kwong et al., 2021; Niedzwiedz et al., 2021; Patel et al., 2022; Pierce et al., 2020; Proto & Quintana-Domeque, 2021).”
BackgroundOtten, D., Heller, A., Schmidt, P. S., Beutel, M. E., & Brähler, E. (2023) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-023-02479-z · Cited by 13 · see citing works
“Other studies also confirmed this, e.g., women reporting higher mental distress during the COVID-19 pandemic than men [89, 90].”
ResultGizdic, A., Baxter, T., Barrantes-Vidal, N., & Park, S. (2023) · Psychiatry Research Communications · doi:10.1016/j.psycom.2023.100126 · Cited by 13 · see citing works
Gao, X., Davillas, A., & Jones, A. M. (2022) · Health Economics · doi:10.1002/hec.4480 · Cited by 13 · see citing works
Psychological Wellbeing and Associated Factors Among Ethnic Minorities During the COVID-19 Pandemic
Wong, C. L., Leung, A. W. Y., Chan, D. N. S., Chow, K. M., Chan, C. W. H., Ng, M. S. N., & So, W. K. W. (2022) · Journal of Immigrant and Minority Health · doi:10.1007/s10903-022-01347-3 · Cited by 13 · see citing works
“Data on ethnic minorities and their psychological wellbeing during COVID-19 are scarce and equivocal [20, 21].”
BackgroundMuscat, D. M., Ayre, J., Mac, O. A., Batcup, C., Cvejic, E., Pickles, K. M., Dolan, H., Bonner, C., Mouwad, D., Zachariah, D., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-058323 · Cited by 13 · see citing works
Chan, H. F., Cheng, Z., Mendolia, S., Paloyo, A. R., Tani, M., Proulx, D., Savage, D. A., & Torgler, B. (2024) · Scientific Reports · doi:10.1038/s41598-024-51854-6 · Cited by 13 · see citing works
Time use and happiness: Evidence across three decades
Han, J., & Kaiser, C. (2021) · Journal of Population Economics · doi:10.1007/s00148-024-00982-4 · Cited by 13 · see citing works
Hamza, M., Edwards, R. C., Beaumont, J. D., Pretto, L. D., & Torn, A. (2024) · Social Science & Medicine · doi:10.1016/j.socscimed.2024.117265 · Cited by 12 · see citing works
Blasi, M. D., Albano, G., Bassi, G., Mancinelli, E., Giordano, C., Mazzeschi, C., Pazzagli, C., Salcuni, S., Coco, G. L., Gelo, O. C. G., et al. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182111656 · Cited by 12 · see citing works
Sels, L., Galdiolo, S., Gaugue, J., Géonet, M., Verhelst, P., Chiarolanza, C., Randall, A. K., & Verhofstadt, L. (2022) · Psychologica Belgica · doi:10.5334/pb.1088 · Cited by 12 · see citing works
“For example, in the UK, women have reported worse mental health outcomes than men (e.g., O’ Connor, et al., 2021; Proto & Quintana-Domeque, 2021).”
BackgroundZhang, X., Xiao, Y., Xu, P., & Dong, S. (2025) · Journal of Pacific Rim Psychology · doi:10.1177/18344909251324571 · Cited by 15 · see citing works
“Evidence from numerous studies conducted during the COVID-19 pandemic also suggests that women have experienced disproportionately higher levels of mental health distress compared to their male counterparts (Mir et al., 2023; Proto & Quintana-Domeque, 2021; Saw et al., 2022; Xiong et al., 2020).”
Baxter, T., Shenoy, S., Lee, H.-S., Griffith, T., Rivas-Baxter, A., & Park, S. (2022) · International Journal of Social Psychiatry · doi:10.1177/00207640221140285 · Cited by 11 · see citing works
- Authors
- Proto, E., & Quintana-Domeque, C.
- Affiliations
- IZA - Institute of Labor Economics (DE)
- Venue
- PLOS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2021-01-06
- Volume
- 16
- Issue
- 1
- Pages
- e0244419
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC7787387
- OpenAlex
- W3120271639
- Cited by
- 297
- References
- 27
- Citations by year
- 2026: 19 · 2025: 32 · 2024: 46 · 2023: 61 · 2022: 81 · 2021: 55 · 2020: 2 · 2015: 1
- FWCI
- 41.44
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) (submittedVersion, cc-by-sa)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Open Research Exeter (University of Exeter) (submittedVersion, cc-by)
- Knowledge@UChicago (University of Chicago) (submittedVersion)
- University of Chicago (cc-by)
- Funders
- University of Essex
- University of Exeter
- University of Liverpool
- University of Queensland
- Economic and Social Research Council
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Health Sciences › Health Professions › General Health Professions › Employment and Welfare Studies
- Keywords
- COVID-19 pandemic, mental health deterioration, psychological distress, ethnic differences, gender differences, Black, Asian and minority ethnic groups, UK Household Longitudinal Study, GHQ-12
- MeSH terms
- COVID-19, SARS-CoV-2, Adult, Mental Disorders, Ethnicity, Female, United Kingdom, Humans, Longitudinal Studies, Male, Mental Health, Middle Aged, Minority Groups, Racial Groups, Pandemics
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