Impact of COVID-19 on telepsychiatry at the service and individual patient level across two UK NHS mental health Trusts
Open accessAbstract
BACKGROUND: The effects of COVID-19 on the shift to remote consultations remain to be properly investigated. OBJECTIVE: To quantify the extent, nature and clinical impact of the use of telepsychiatry during the COVID-19 pandemic and compare it with the data in the same period of the 2 years before the outbreak. METHODS: We used deidentified electronic health records routinely collected from two UK mental health Foundation Trusts (Oxford Health (OHFT) and Southern Health (SHFT)) between January and September in 2018, 2019 and 2020. We considered three outcomes: (1) service activity, (2) in-person versus remote modalities of consultation and (3) clinical outcomes using Health of the Nation Outcome Scales (HoNOS) data. HoNOS data were collected from two cohorts of patients (cohort 1: patients with ≥1 HoNOS assessment each year in 2018, 2019 and 2020; cohort 2: patients with ≥1 HoNOS assessment each year in 2019 and 2020), and analysed in clusters using superclasses (namely, psychotic, non-psychotic and organic), which are used to assess overall healthcare complexity in the National Health Service. All statistical analyses were done in Python. FINDINGS: Mental health service activity in 2020 increased in all scheduled community appointments (by 15.4% and 5.6% in OHFT and SHFT, respectively). Remote consultations registered a 3.5-fold to 6-fold increase from February to June 2020 (from 4685 to a peak of 26 245 appointments in OHFT and from 7117 to 24 987 appointments in SHFT), with post-lockdown monthly averages of 23 030 and 22 977 remote appointments/month in OHFT and SHFT, respectively. Video consultations comprised up to one-third of total telepsychiatric services per month from April to September 2020. For patients with dementia, non-attendance rates at in-person appointments were higher than remote appointments (17.2% vs 3.9%). The overall HoNOS cluster value increased only in the organic superclass (clusters 18-21, n=174; p<0.001) from 2019 to 2020, suggesting a specific impact of the COVID-19 pandemic on this population of patients. CONCLUSIONS AND CLINICAL IMPLICATIONS: The rapid shift to remote service delivery has not reached some groups of patients who may require more tailored management with telepsychiatry.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Access to psychotherapy is often hindered by stigmatization, physical distance, or long waiting times.
“Furthermore, access to psychotherapy is often hindered by e.g. stigmatization, physical distance, or long waiting times (Hong et al., 2021; World Health Organization, 2020; Backhaus et al., 2012; Simpson and Reid, 2014).”
From Virtual Reality exposure therapy in the treatment of public speaking anxiety and social anxiety disorder (2024) · cites this paper as Hong et al., 2021
The Background describes telepsychiatry as care delivered at a distance, and the Discussion addresses barriers to using remote care. Neither passage says that stigma, physical distance, or long waits often hinder access to psychotherapy. Searches for those barriers and for psychotherapy access found no passage addressing the claim. (LLM, conf=0.75)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Pierce, M., Hope, H., Ford, T., Hatch, S., Hotopf, M., John, A., Kontopantelis, E., Webb, R., Wessely, S., McManus, S., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30308-4 · Cited by 2,621 · see citing works
How mental health care should change as a consequence of the COVID-19 pandemic
Moreno, C., Wykes, T., Galderisi, S., Nordentoft, M., Crossley, N., Jones, N., Cannon, M., Correll, C. U., Byrne, L., Carr, S., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30307-2 · Cited by 1,840 · see citing works
Revised standards for statistical evidence
Johnson, V. E. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1313476110 · Cited by 808 · see citing works
Perera, G., Broadbent, M. T. M., Callard, F. J., Chang, C., Downs, J. M., Dutta, R., Fernandes, A. C., Hayes, R. D., Henderson, M., Jackson, R., et al. (2016) · BMJ Open · doi:10.1136/bmjopen-2015-008721 · Cited by 492 · see citing works
Hatcher-Martin, J. M., Adams, J. L., Anderson, E., Bove, R. M., Burrus, T. M., Chehrenama, M., O’Brien, M. D., Eliashiv, D. S., Erten‐Lyons, D., Giesser, B. S., et al. (2019) · Neurology · doi:10.1212/wnl.0000000000008708 · Cited by 320 · see citing works
Opportunities and challenges for telehealth within, and beyond, a pandemic
Blandford, A., Wesson, J., Amalberti, R., AlHazme, R., & Allwihan, R. (2020) · The Lancet Global Health · doi:10.1016/s2214-109x(20)30362-4 · Cited by 268 · see citing works
COVID-19 and telepsychiatry: Early outpatient experiences and implications for the future
Chen, J. A., Chung, W.-J., Young, S. K., Tuttle, M. C., Collins, M. B., Darghouth, S. L., Longley, R., Levy, R., Razafsha, M., Kerner, J. C., et al. (2020) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2020.07.002 · Cited by 227 · cited 1× · see citing works
“7 13–15 However, this is the first study assessing the clinical impact on mental health services and patients.”
Branley-Bell, D., & Talbot, C. V. (2020) · Journal of Eating Disorders · doi:10.1186/s40337-020-00319-y · Cited by 221 · see citing works
Connolly, S. L., Stolzmann, K. L., Heyworth, L. K., Weaver, K. R., Bauer, M. S., & Miller, C. J. (2020) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2020.0233 · Cited by 171 · see citing works
Torous, J., & Wykes, T. (2020) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2020.1640 · Cited by 167 · see citing works
Digital phenotyping for mental health of college students: a clinical review
Melcher, J., Hays, R., & Torous, J. (2020) · Evidence Based Mental Health · doi:10.1136/ebmental-2020-300180 · Cited by 121 · see citing works
Guinart, D., Marcy, P., Hauser, M., Dwyer, M., & Kane, J. M. (2021) · Psychiatric Services · doi:10.1176/appi.ps.202000441 · Cited by 101 · see citing works
HOFFMAN, L., WISNIEWSKI, H., HAYS, R., HENSON, P., VAIDYAM, A., HENDEL, V., KESHAVAN, M., & TOROUS, J. (2020) · Journal of Psychiatric Practice · doi:10.1097/pra.0000000000000450 · Cited by 97 · see citing works
Sasangohar, F., Bradshaw, M. R., Carlson, M. M., Flack, J. N., Fowler, J. C., Freeland, D., Head, J., Marder, K., Orme, W. H., Weinstein, B. L., et al. (2020) · Journal of Medical Internet Research · doi:10.2196/22523 · Cited by 95 · see citing works
Our Digital Moment: Innovations and Opportunities in Digital Mental Health Care
Gratzer, D., Torous, J. B., Lam, R. W. M., Patten, S. B., Kutcher, S., Chan, S. R., Vigo, D., PAJER, K. A., & Yatham, L. N. (2020) · The Canadian Journal of Psychiatry · doi:10.1177/0706743720937833 · Cited by 86 · see citing works
Brooks, R. (2000) · Australian & New Zealand Journal of Psychiatry · doi:10.1080/j.1440-1614.2000.00755.x · Cited by 76 · see citing works
Mishkind, M. C., Shore, J. H., Bishop, K., D'Amato, K., Brame, A., Thomas, M. R., & Schneck, C. D. (2021) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2020.0304 · Cited by 56 · see citing works
Federalist principles for healthcare data networks
Mandl, K. D., & Kohane, I. S. (2015) · Nature Biotechnology · doi:10.1038/nbt.3180 · Cited by 53 · see citing works
Patel, R., Irving, J., Brinn, A., Broadbent, M. T. M., Shetty, H., Pritchard, M., Downs, J. M., Stewart, R. J., Harland, R., & McGuire, P. K. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-046365 · Cited by 53 · see citing works
Datta, N., Derenne, J. L., Sanders, M. J., & Lock, J. (2020) · International Journal of Eating Disorders · doi:10.1002/eat.23348 · Cited by 50 · see citing works
The True Colours Remote Symptom Monitoring System: A Decade of Evolution
Goodday, S., Atkinson, L. Z., Goodwin, G. M., Saunders, K. E. A., South, M., Mackay, C. E., Denis, M., Hinds, C., Attenburrow, M.-J., Davies, J., et al. (2019) · Journal of Medical Internet Research · doi:10.2196/15188 · Cited by 43 · see citing works
Self-citationAmin, A., Keshishian, A. V., Trocio, J. N., Dina, O., Le, H., Rosenblatt, L. C., Liu, X., Mardekian, J., Zhang, Q., Başer, O., et al. (2018) · Journal of Managed Care & Specialty Pharmacy · doi:10.18553/jmcp.2018.24.9.911 · Cited by 32 · see citing works
Soares, W. B., Silvestre, I. T., Lima, A. M. D. O., & de Almondes, K. M. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.577629 · Cited by 32 · see citing works
Stewart, R., Martin, E., & Broadbent, M. T. M. (2020) · medRxiv · doi:10.1101/2020.06.13.20130419 · Cited by 26 · see citing works
Mental health clustering and diagnosis in psychiatric in-patients
Trevithick, L., Painter, J., & Keown, P. (2015) · BJPsych Bulletin · doi:10.1192/pb.bp.114.047043 · Cited by 25 · see citing works
Improving the quality of mental health services using patient outcome data: Making the most of HoNOS
Crawford, M., Zoha, M., Macdonald, A., et al. (2017) · BJPsych Bulletin · doi:10.1192/pb.bp.116.054346 · Cited by 19 · see citing works
Twomey, C. D., Prina, M. A., Baldwin, D. S., Das‐Munshi, J., Kingdon, D., Koeser, L., Prince, M. J., Stewart, R. J., Tulloch, A. D., & Cieza, A. (2016) · PLoS ONE · doi:10.1371/journal.pone.0167103 · Cited by 17 · see citing works
Clustering in mental health payment by results: a critical summary for the clinician
Yeomans, D. (2014) · Advances in Psychiatric Treatment · doi:10.1192/apt.bp.113.011320 · Cited by 16 · see citing works
Laugharne, R. A., Eaves, S., Mascas, A., Psatha, K., Dinnis, G., Trower, J., & Shankar, R. (2018) · BJPsych Open · doi:10.1192/bjo.2018.3 · Cited by 11 · see citing works
Jacobs, R., Chalkley, M., Boehnke, J. R., et al. (2019) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-019-00958-7 · Cited by 11 · see citing works
Dean, N. J., Arnaoutoglou, N. A., & Underwood, B. R. (2020) · BJPsych Open · doi:10.1192/bjo.2020.14 · Cited by 8 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Seuling, P. D., Czernin, N. S., & Schiele, M. A. (2024) · Neuroscience Applied · doi:10.1016/j.nsa.2024.104074 · Cited by 28 · see citing works
“…mainly due to two reasons: First, pandemic-related restrictions such as social distancing or mask wearing mandates have resulted in an increased need for the remote delivery of therapeutic services, e.g., through video conferencing (Hong et al., 2021; World Health Organization, 2020).”
- Authors
- Hong, J. S., Sheriff, R., Smith, K., Tomlinson, A., Saad, F., Smith, T., Engelthaler, T., Phiri, P., Henshall, C., Ede, R., Denis, M., Mitter, P., D'Agostino, A., Cerveri, G., Tomassi, S., Rathod, S., Broughton, N., Marlowe, K., Geddes, J., & Cipriani, A.
- Affiliations
- University of Oxford (GB)
- Oxford Health NHS Foundation Trust (GB)
- Akrivia Health, Oxford Centre for Innovation, Oxford, UK
- Southern Health NHS Foundation Trust (GB)
- Oxford Brookes University (GB)
- Department of Health Sciences, University of Milan, Milano, Lombardia, Italy
- Aziende Socio Sanitarie Territoriale Lodi (IT)
- Azienda ULSS 9 Scaligera (IT)
- Corresponding author
- Cipriani, Andrea
- ORCID
- Venue
- Evidence-Based Mental Health
- Publisher
- BMJ
- Published
- 2021-09-28
- Volume
- 24
- Issue
- 4
- Pages
- 161-166
- ISSN
- 1362-0347 (ISSN-L)
- 1468-960X
- PMC
- PMC8483920
- OpenAlex
- W3198488271
- Cited by
- 32
- References
- 32
- Citations by year
- 2025: 8 · 2024: 3 · 2023: 11 · 2022: 10
- FWCI
- 5.19
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Evidence-Based Mental Health (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano) (submittedVersion, other-oa)
- University of Birmingham Research Portal (University of Birmingham) (submittedVersion, other-oa)
- Radar (Oxford Brookes University) (submittedVersion, cc-by)
- Funders
- NIHR Oxford Health Biomedical Research Centre (BRC-1215-20005)
- Angelini Pharma (HQR02150)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Social Sciences › Psychology › Clinical Psychology › Psychiatric care and mental health services
- Keywords
- telepsychiatry, COVID-19 pandemic, teleconsultation, video consultation, mental health services, appointment attendance, dementia, Health of the Nation Outcome Scales, psychosis, organic mental disorders, service activities, clinical outcomes, post-lockdown recovery
- MeSH terms
- COVID-19, SARS-CoV-2, Communicable Disease Control, United Kingdom, Humans, Mental Health, Psychiatry, State Medicine, Telemedicine, Pandemics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review