The early impact of COVID-19 on mental health and community physical health services and their patients' mortality in Cambridgeshire and Peterborough, UK.
Open accessAbstract
Background COVID-19 has affected social interaction and healthcare worldwide.Methods We examined changes in presentations and referrals to the primary provider of mental health and community health services in Cambridgeshire and Peterborough, UK (population ~0·86 million), plus service activity and deaths. We conducted interrupted time series analyses with respect to the time of UK "lockdown", which was shortly before the peak of COVID-19 infections in this area. We examined changes in standardized mortality ratio for those with and without severe mental illness (SMI).Results Referrals and presentations to nearly all mental and physical health services dropped at lockdown, with evidence for changes in both supply (service provision) and demand (help-seeking). This was followed by an increase in demand for some services. This pattern was seen for all major forms of presentation to liaison psychiatry services, except for eating disorders, for which there was no evidence of change. Inpatient numbers fell, but new detentions under the Mental Health Act were unchanged. Many services shifted from face-to-face to remote contacts. Excess mortality was primarily in the over-70s. There was a much greater increase in mortality for patients with SMI, which was not explained by ethnicity.Conclusions COVID-19 has been associated with a system-wide drop in the use of mental health services, with some subsequent return in activity. "Supply" changes may have reduced access to mental health services for some. "Demand" changes may reflect a genuine reduction of need or a lack of help-seeking with pent-up demand. There has been a disproportionate increase in death among those with SMI during the pandemic.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 7 cited sources checked · 0 supported · 0 flagged
- Findingnone given
The authors found no prior observational study reporting the pandemic's impact on clinical mental health services.
“to our knowledge, no previous observational study has reported the impact of the pandemic on clinical mental health services”
Quote in the paperSubstantial claim - Findingown data
The excess deaths in 2020 among physical health patients with open referrals were predominantly in people over 70.
“The excess of deaths in 2020 was predominantly in the over-70s (Fig. 5B).”
Quote in the paperNot a substantial claim - Findingown data
The number of inpatients decreased at lockdown.
“Inpatient numbers fell”
Quote in the paperNot a substantial claim - Findingown data
Ethnicity did not account for the larger mortality increase in patients with severe mental illness.
“which was not explained by ethnicity”
Quote in the paperSubstantial claim- Rests on an assumption: Lifetime coded ICD-10 diagnoses adequately identify severe mental illness despite possible under-coding.
- Findingown data
Crisis team referrals did not change for patients with severe mental illness.
“for example, referrals to crisis teams did not change for those with SMI”
Quote in the paperNot a substantial claim- Rests on an assumption: Lifetime coded ICD-10 diagnoses adequately identify severe mental illness despite possible under-coding.
- Findingown data
There was no evidence of change in Mental Health Act use, either within the mental health service or by police.
“There was no evidence for a change in the use of the MHA, either within the MH service or by police”
Quote in the paperNot a substantial claim - Findingown data
Inter-ward transfers were effectively reduced.
“Inter-ward transfers were reduced effectively”
Quote in the paperNot a substantial claim - Findingown data
Referrals to early intervention in psychosis services showed no significant change at lockdown.
“apart from EIP services (for which there was no significant change)”
Quote in the paperNot a substantial claim - Findingown data
The authors found no earlier study giving direct evidence on COVID-19 mortality among people with severe mental illness.
“Likewise, no previous study has provided direct evidence of the impact of COVID-19 on mortality for those with severe mental illness (SMI;”
Quote in the paperSubstantial claim - Findingnone given
A large number of services moved from face-to-face contact to remote contact.
“Many services shifted from face-to-face to remote contacts.”
Quote in the paperNot a substantial claim - Findingown data
Community mental health team referrals fell less for patients with severe mental illness.
“and referrals to CMHTs dropped less”
Quote in the paperNot a substantial claim- Rests on an assumption: Lifetime coded ICD-10 diagnoses adequately identify severe mental illness despite possible under-coding.
- Findingown data
Secondary care services later increased toward normal levels.
“with a subsequent increase towards normal levels for secondary care services”
Quote in the paperNot a substantial claim - Findingown data
The excess deaths among physical health patients with open referrals happened shortly after the rapid rise in COVID-19 infections in the region.
“with the excess deaths occurring shortly after the rapid increase in COVID-19 infections in the region (Fig. 5E).”
Quote in the paperSubstantial claim - Findingown data
Secondary care referrals changed proportionally less for patients with severe mental illness than for those without recorded severe mental illness.
“The changes in referrals to secondary care were proportionally less for patients with SMI than for those without SMI recorded”
Quote in the paperNot a substantial claim- Rests on an assumption: Lifetime coded ICD-10 diagnoses adequately identify severe mental illness despite possible under-coding.
- Findingown data
Liaison psychiatry presentations with psychosis or mood elevation showed a small sustained reduction.
“except presentation with psychosis/mood elevation (small sustained reduction)”
Quote in the paperNot a substantial claim - Findingown data
Physical health service referrals fell across age groups.
“Referrals to PH services dropped across age groups”
Quote in the paperNot a substantial claim - Findingown data
New detentions under the Mental Health Act did not change.
“new detentions under the Mental Health Act were unchanged”
Quote in the paperNot a substantial claim - Findingown data
Physical health ward occupancy decreased.
“PH ward occupancy decreased”
Quote in the paperNot a substantial claim - Findingown data
There was no change for subgroups with or without severe mental illness.
“neither was there a change for subgroups with/without SMI”
Quote in the paperNot a substantial claim- Rests on an assumption: Lifetime coded ICD-10 diagnoses adequately identify severe mental illness despite possible under-coding.
- Findingown data
Following lockdown, demand rose for certain services.
“This was followed by an increase in demand for some services.”
Quote in the paperNot a substantial claim - Findingown data
Clinical documentation activity fell.
“Activity, as measured by clinical documentation, dropped”
Quote in the paperSubstantial claim - Findingown data
The referral drop included services that accept referrals from professionals.
“This drop encompassed services accepting referrals from professionals (primary care MH service, IAPT, specialist MH teams).”
Quote in the paperNot a substantial claim - Findingown data
Liaison psychiatry presentations with eating disorders showed no significant change.
“or eating disorders (no significant change)”
Quote in the paperNot a substantial claim - Findingown data
Telephone calls to the NHS 111 mental health crisis service declined gradually.
“There was a gradual decrease in telephone calls to the NHS 111 MH crisis service”
Quote in the paperNot a substantial claim - Findingown data
At lockdown, referrals to primary care mental health services, psychological therapy, and all secondary care mental health teams except early intervention in psychosis services fell sharply.
“There was a sharp reduction at lockdown in referrals to primary care MH services, psychological therapy, and all secondary care MH teams apart from EIP services (for which there was no significant change)”
Quote in the paperSubstantial claim - Findingown data
Contacts shifted toward telephone consultations.
“and contacts shifted towards telephone consultations”
Quote in the paperNot a substantial claim - Findingown data
Readmission rates did not change.
“and readmission rates did not change”
Quote in the paperNot a substantial claim - Findingown data
The referral drop also occurred in services that accept patient self-referral, either partly or exclusively.
“However, the drop was also observed across services accepting patient self-referral, in part or exclusively (IAPT, 111, LP).”
Quote in the paperNot a substantial claim - Findingown data
Discharges spiked just before lockdown.
“and a spike in discharges beginning just before lockdown”
Quote in the paperNot a substantial claim - Findingown data
Before the pandemic, the proportion of detained inpatients was high relative to the local historical average.
“Prior to the pandemic, the proportion of detained patients (as opposed to voluntary or “informal” inpatients) was high compared to the local historical mean (Fig. 3 A)”
Quote in the paperNot a substantial claim - Findingown data
A clear and sustained rise in deaths occurred among patients with open referrals to physical health services at lockdown.
“There was a clear and sustained increase in death amongst patients with open referrals to PH services at the time of lockdown (Fig. 5 A)”
Quote in the paperSubstantial claim - Findingnone given
Deaths increased disproportionately among people with severe mental illness during the pandemic.
“There has been a disproportionate increase in death among those with SMI during the pandemic.”
Quote in the paperSubstantial claim- Rests on an assumption: Lifetime coded ICD-10 diagnoses adequately identify severe mental illness despite possible under-coding.
- Findingown data
At the point of lockdown, referrals and presentations fell across almost all mental and physical health services.
“Referrals and presentations to nearly all mental and physical health services dropped at lockdown”
Quote in the paperSubstantial claim - Findingown data
Excess deaths were mainly among people aged over 70.
“Excess mortality was primarily in the over-70s.”
Quote in the paperNot a substantial claim - Findingnone given
There was clear evidence of a shift to remote consultation.
“There was clear evidence of the shift to remote consultation.”
Quote in the paperNot a substantial claim - Findingown data
In 2020, the standardized mortality ratio was higher in the severe mental illness group than in the non-severe mental illness group.
“In 2020, the SMR was greater in the SMI group than the non-SMI group (differences for each year: ***p < 0·001).”
Quote in the paperSubstantial claim - Findingown data
There was stark excess mortality in people over 70 in 2020 to date.
“There was stark excess mortality in the over-70s in 2020 to date”
Quote in the paperNot a substantial claim - Findingown data
Additional increases in deaths occurred in other age bands among patients known to mental health services, notably for those with severe mental illness.
“but with additional increases in other age bands, notably for those with SMI (Fig. 5D).”
Quote in the paperNot a substantial claim - Findingown data
There was no ethnicity-specific effect on mortality in 2020.
“There was no ethnicity-specific effect in 2020 (terms involving ethnicity × 2020, not significant)”
Quote in the paperNot a substantial claim - Findingown data
There was no change in new Mental Health Act detentions.
“Given the lack of change in new MHA detentions”
Quote in the paperSubstantial claim - Findingnone given
Service activity dropped less for patients with severe mental illness.
“Service activity dropped less for those with SMI.”
Quote in the paperNot a substantial claim - Findingown data
Across all years, severe mental illness was linked to a greater extra mortality risk in the ethnic minority/unrecorded ethnicity group.
“Across all years, SMI conferred a greater additional risk of mortality in the ethnic minority/unrecorded ethnicity group (SMI × ethnicity, p < 0·05).”
Quote in the paperNot a substantial claim - Findingown data
The rise in deaths among patients known to mental health services was primarily in people over 70.
“again, this was primarily in the over-70s”
Quote in the paperNot a substantial claim - Findingown data
There was no evidence of a compensatory rebound in demand beyond initial levels.
“There was no evidence of a compensatory “rebound” in demand beyond initial levels”
Quote in the paperSubstantial claim - Findingown data
The rise in standardized mortality ratio from 2019 to 2020 was significantly larger in the severe mental illness group than in the non-severe mental illness group.
“The increase in SMR from 2019 to 2020 was significantly greater in the SMI group than the non-SMI group (#p < 0·05 from ITS analysis; see Results).”
- Also stated in: § Deaths · plain
“increased significantly more for those with SMI than without (Fig. 5F; ITS analysis, SMI × 2020, p < 0·05).”
Quote in the paperSubstantial claim - Also stated in: § Deaths · plain
- Findingreasoning
The baseline standardized mortality ratio in patients known to mental health services was high.
“The baseline SMR in patients known to MH services was high”
Quote in the paperNot a substantial claim - Findingreasoning
The number of detained inpatients dropped.
“The drop in the number of detained inpatients is particularly striking.”
Quote in the paperSubstantial claim - Findingown data
At lockdown, referrals and self-presentations to health services fell substantially across the mental health and community physical health system in the study area.
“Referrals and self-presentations to health services dropped substantially at lockdown across the MH and community PH system in our area.”
Quote in the paperSubstantial claim - Findingreasoning
There was a sustained reduction in admissions, at least for patients without severe mental illness.
“The sustained reduction in admissions, at least for those without SMI”
Quote in the paperSubstantial claim - Findingown data
Deaths among patients known to mental health services increased at lockdown for those with and without severe mental illness.
“Deaths in patients known to MH services increased at this time for those with and without SMI (Fig. 5C and D)”
Quote in the paperSubstantial claim - Findingreasoning
Several services now show rising activity.
“activity in a number of services is now increasing”
Quote in the paperSubstantial claim - Findingnone given
For some services whose activity is driven by patient self-presentation, such as 111 crisis calls and attendance at emergency departments or minor injury units, activity dropped nonetheless.
“For some services, though, activity is driven by patient self-presentation (e.g. 111 crisis calls, attendance at EDs/MIUs) yet activity dropped nonetheless.”
Quote in the paperSubstantial claim- Rests on an assumption: For some services, activity is driven by patient self-presentation rather than service supply.
- Findingown data
In patients without severe mental illness, a biphasic mortality pattern was seen: an initial rise in deaths followed by a fall below the historical norm.
“in patients without SMI (who were in the majority) a biphasic effect was seen, with a drop in mortality below the historical norm after the initial increase in deaths (Fig. 5C).”
Quote in the paperSubstantial claim - Findingown data
Despite population surveys suggesting a substantial deterioration in UK general mental health following lockdown, this has not translated to an increase in presentation with mental disorder in the study area.
“Population surveys of UK general mental health suggest a substantial deterioration following lockdown (Banks and Xu, 2020), but this has not translated (thus far) to an increase in presentation with mental disorder in our area.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Banks and Xu, 2020
Not checked in the free run.
- Findingnone given
Some services now show an upward trend.
“the trend for some services is now upwards.”
Quote in the paperNot a substantial claim - Findingown data
There was a substantial and disproportionate increase in mortality among patients with severe mental illness during 2020.
“there was a substantial and disproportionate increase in mortality amongst those with SMI during 2020.”
Quote in the paperSubstantial claim - Findingown data
The increased mortality among patients with severe mental illness in 2020 was not explained by ethnicity.
“the increased mortality amongst those with SMI in 2020 (as above) was not explicable by ethnicity.”
- Also stated in: § Mortality · plain
“This was not explained by ethnicity.”
Quote in the paperSubstantial claim - Also stated in: § Mortality · plain
- Findingown data
The standardized mortality ratio for patients with severe mental illness rose significantly from 2019 to 2020.
“SMRs increased from 2019 to 2020 for the SMI group (†p < 0·05).”
- Also stated in: § Deaths · plain
“Mortality, measured by SMR, increased significantly from 2019 to 2020 for patients with SMI”
Quote in the paperSubstantial claim - Also stated in: § Deaths · plain
- Findingown data
In all data from 2020 to date, the change in standardized mortality ratio for patients without severe mental illness was not significant.
“Across all data available from 2020 to date, the change in SMR for those without SMI was not significant”
Quote in the paperSubstantial claim - Interpretationreasoning
Changes in service provision may have lowered access to mental health services for some people.
““Supply” changes may have reduced access to mental health services for some.”
Quote in the paperSubstantial claim - Interpretationcitation
The fall in inpatient numbers was intentional.
“The reduction in inpatient numbers was deliberate (Supplementary Methods).”
Quote in the paperNot a substantial claim - Interpretationreasoning
The high baseline standardized mortality ratio in patients known to mental health services probably stems from CPFT providing mental health care to people with life-limiting illnesses such as dementia.
“likely reflecting CPFT's provision of MH care to those with life-limiting illnesses including dementia.”
Quote in the paperNot a substantial claim - Interpretationnone given
The stark excess mortality in people over 70 in 2020 to date was likely due to COVID-19.
“likely due to COVID-19”
Quote in the paperNot a substantial claim - Interpretationreasoning
Supply changes may have cut access to mental health services for some individuals.
“The changes in supply may have reduced access to mental health services for some.”
Quote in the paperSubstantial claim - Interpretationreasoning
The study findings may not generalize to areas with different COVID-19 infection rates.
“our findings may not generalize to areas with different infection rates.”
Quote in the paperNot a substantial claim - Interpretationcitation
Given the size of the changes and national travel bans, widespread travel outside CPFT's catchment is not a credible explanation.
“Widespread travel out of CPFT's catchment area is not a plausible explanation for the changes, given the magnitude of change and national travel bans (Hancock, 2020).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hancock, 2020
Not checked in the free run.
- Study design and conductown data
Data are lacking for individuals who may have died by suicide without being known to the services.
“we do not have data on people who may have ended their life but were not known to our services.”
Quote in the paperNot a substantial claim - Interpretationnone given
In some cases, the drop in referrals and self-presentations reflected service-led changes such as closing teams to non-urgent referrals or discharging patients to create inpatient capacity.
“In some cases, these reflected service-led changes (e.g. closing some teams to non-urgent referrals; discharging patients to create inpatient capacity).”
Quote in the paperNot a substantial claim - Interpretationown data
Severe mental illness substantially raises the risk of death during the COVID-19 pandemic.
“these data also provide strong (albeit observational) evidence that SMI is a major risk factor for death during the pandemic.”
Quote in the paperSubstantial claim - Premisecitation
UK general mental health surveys indicate a marked worsening after lockdown.
“Population surveys of UK general mental health suggest a substantial deterioration following lockdown (Banks and Xu, 2020)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Banks and Xu, 2020
Not checked in the free run.
- Study design and conductown data
The study data do not identify the mechanisms conferring additional mortality risk on patients with severe mental illness.
“Our data do not identify the mechanisms conferring additional risk on those with SMI.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The degree of reduction in presentations to the minor injury unit suggests that lockdown has reduced minor injury.
“the degree suggests that lockdown has reduced minor injury.”
Quote in the paperSubstantial claim
- May combine two claims. 27
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 11
May combine two claims.
Findingown dataAttendance at the minor injury unit that stayed open fell dramatically at lockdown and then rose slightly, despite two other units closing.
“Attendance at the MIU that remained open dropped dramatically at lockdown and increased slightly thereafter, despite the closure of two other MIUs”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataLiaison psychiatry referrals from the emergency department fell substantially and then rose slowly.
“There was a substantial reduction in LP referrals from the ED followed by a slow increase”
Quote in the paperNot a substantial claimThe quote only partly states this claim.
Findingown dataMortality rose much more for patients with severe mental illness than for those without it.
“There was a much greater increase in mortality for patients with SMI”
Quote in the paperSubstantial claim- Rests on an assumption: Lifetime coded ICD-10 diagnoses adequately identify severe mental illness despite possible under-coding.
May combine two claims.
FindingreasoningCOVID-19 was linked to a system-wide decline in mental health service use, followed by some recovery in activity.
“COVID-19 has been associated with a system-wide drop in the use of mental health services, with some subsequent return in activity.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataBoth detained and voluntary inpatient numbers fell sharply at lockdown.
“Both detained and voluntary inpatient numbers dropped sharply at lockdown”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAll liaison psychiatry presentation types fell at lockdown and then rose toward normal levels, except psychosis or mood elevation, which showed a small sustained reduction, and eating disorders, which showed no significant change.
“All types of presentation dropped at lockdown and then increased towards normal levels, except presentation with psychosis/mood elevation (small sustained reduction) or eating disorders (no significant change)”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFace-to-face contacts fell across age groups, while non-face-to-face contacts increased.
“Face-to-face contacts fell across age groups, with an increase in non-face-to-face contacts”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataPatients with and without severe mental illness showed the same patterns, except that admission rates did not fall significantly for those with severe mental illness.
“The same patterns were seen for patients with and without SMI, except that the admission rate did not drop significantly for those with SMI”
Quote in the paperNot a substantial claim- Rests on an assumption: Lifetime coded ICD-10 diagnoses adequately identify severe mental illness despite possible under-coding.
May combine two claims.
Findingown dataTriage assessments by the NHS 111 mental health crisis service showed a small immediate drop at lockdown and no significant change afterward.
“a small immediate drop in triage assessments by that service (p < 0·05) with no significant change thereafter”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFor liaison psychiatry, every major presentation type fell at lockdown and later rose toward normal levels, except eating disorders, which showed no evidence of change.
“This pattern was seen for all major forms of presentation to liaison psychiatry services, except for eating disorders, for which there was no evidence of change.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningLiaison psychiatry referrals from wards fell sharply and then gradually returned to normal.
“LP referrals from wards dropped sharply then gradually increased back to normal”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThese changes were large and sustained.
“These changes were substantial and sustained.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNo increase was observed in mental health presentations with affective disorders, other stress-exacerbated disorders, or referrals for delirium associated with severe COVID-19.
“None of these effects were observed.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNo evidence indicated that suppressing demand in some services caused redistribution to any other service, and demand for mental health emergency services did not increase, even for services allowing self-referral and remote consultation.
“There was no evidence that suppression of demand in some services led to “redistribution” to any other service, with no increase in demand for MH emergency services (111, crisis teams, ED), even for services permitting self-referral and remote consultation (111).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPresentations to the open minor injury unit fell abruptly and dramatically, even though two other minor injury units in the area had closed.
“The reduction in presentations to the open MIU was abrupt and dramatic, and occurred despite the closure of two others in the area.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDuring the early pandemic, both demand and supply fell for mental health and community physical health services covering about 0.86 million people.
“We show a reduction in demand as well as supply during the early phase of the pandemic for MH and community PH services covering a population of ~0·86 million.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCambridgeshire and Peterborough had a population of about 0.86 million.
“which has a population of ~0·86 million (Office for National Statistics, 2020a)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Office for National Statistics, 2020a
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningService reorganization may have contributed to the referral drop.
“Service reorganization may therefore have contributed.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningThe final seven days of SystmOne death data and the final fourteen days of RiO death data were removed to account for delays in death reporting.
“We truncated the last 7 days of SystmOne death data, to allow for delays in death reporting to the NHS Spine (lag estimated), and 14 days of RiO death data, to allow for additional delays in Spine-to-RiO updates.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductreasoningThe final seven days of RiO contact data were removed to account for delays in recording appointment outcomes.
“We truncated the last 7 days of RiO contact data, to allow for delays in recording appointment outcomes (lag estimated).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationBlack, Asian, and minority ethnic groups face disproportionate risk compared with White ethnic groups for COVID-19 infection, hospital admission, critical care admission, and death.
“Since Black, Asian, and minority ethnic (BAME) groups are at disproportionate hazard compared to White ethnic groups of contracting COVID-19, hospital admission, critical care admission, and death from COVID-19 (UK Government Office for Science, 2020)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites UK Government Office for Science, 2020
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationown dataThe high pre-pandemic proportion of detained inpatients suggested greater acuity.
“suggesting higher acuity”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThe lockdown-period drop was accompanied by signs of change in both service provision and help-seeking.
“with evidence for changes in both supply (service provision) and demand (help-seeking)”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataThe study obtained data from four clinical record systems that covered all CPFT clinical record systems plus one system for CPFT services delivered in another trust.
“We obtained data from four clinical records systems (RiO, SystmOne, PCMIS, and Epic; see Supplementary Methods), representing all clinical records systems for CPFT plus one for services provided by CPFT within another Trust (Epic).”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningChanges in help-seeking may indicate either a real decrease in need or unmet need with later pent-up demand.
““Demand” changes may reflect a genuine reduction of need or a lack of help-seeking with pent-up demand.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe associations observed via interrupted time series analysis do not prove causation.
“they do not prove causation.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe sustained reduction in admissions, at least for patients without severe mental illness, suggests a changed threshold for admission, probably including voluntary admission.
“The sustained reduction in admissions, at least for those without SMI, suggests also a changed threshold for admission—though not for detention and by inference probably therefore for voluntary admission.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningReferral changes in some services could reflect shifts in demand, supply, or both, while activity in other services was more clearly driven by patient help-seeking.
“Changes in referrals to some services may have reflected changes to “demand” or “supply” or both, though activity in other services was more clearly led by patient help-seeking (demand).”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningBecause new Mental Health Act detentions did not change, Responsible Clinicians probably saw a higher risk of admission from COVID-19 transmission, which shifted the risk/benefit balance toward earlier discharge near the end of a detained admission.
“Given the lack of change in new MHA detentions, we suggest that Responsible Clinicians perceived an increase in the risk of being admitted (relating to COVID-19 transmission) that shifted the risk/benefit balance, near the end of a detained admission, towards earlier discharge.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductnone givenNational reporting provided mortality data for all mental health patients, but only for physical health patients with open CPFT referrals; these data may be incomplete if reporting delays exceeded seven days.
“Mortality data was available via national reporting mechanisms for all MH patients, but only for PH patients with open referrals to CPFT, and mortality data may be incomplete if delays in national reporting exceeded 7 days.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationInterrupted time series analysis is a recommended method for assessing changes in routine data tied to a clearly defined event.
“a recommended approach for evaluating changes in routine data associated with a well-defined event (Bernal et al., 2017)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bernal et al., 2017
Not checked in the free run.
May combine two claims.
Study design and conductreasoningThe data give a fairly comprehensive picture of NHS mental health services in one area, so decreases were less likely to be offset by help-seeking through another NHS service.
“These data represent a relatively comprehensive view of NHS-provided MH services in one geographical area (because CPFT provides psychological therapy and all secondary MH care to the entire population of C&P), making it less likely that decreases were compensated for by help-seeking via another NHS service.”
Quote in the paperSubstantial claim- Rests on an assumption: CPFT provides psychological therapy and all secondary mental health care to the entire population of Cambridgeshire and Peterborough.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenA reduction in help-seeking for injuries cannot be excluded as an explanation for the reduction in minor injury unit presentations.
“Whilst a reduction in help-seeking cannot be excluded (injuries still occurring but people not seeking medical attention or presenting to an ED instead)”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningRising activity in several services points to unmet patient need and a temporary suppression of help-seeking.
“this suggests that there is patient need but that help-seeking has been transiently suppressed.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe biphasic mortality pattern in patients without recorded severe mental illness points to a temporal shift, with some patients dying earlier in 2020 than they otherwise would have.
“suggests a degree of temporal shift in mortality, i.e. that some patients died earlier within 2020 than they would otherwise have done.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductreasoningPhysical health service data are less complete, but still allow some comparison of health-seeking and mortality between the two domains.
“The data are less comprehensive for PH services, but sufficient to allow some comparison of health-seeking and mortality in the two domains.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationWars that unite a population against a common enemy and thereby raise social cohesion are associated with lower suicide rates.
“In contrast, suicide rates fall during wars that increase social cohesion by uniting a population against a common foe (Pridmore et al., 2018).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pridmore et al., 2018
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenFor some services there were unmeasured alternatives, such as mental health support from charities or support for children from the Local Authority.
“For some services there were “unmeasured” alternatives (e.g. MH support from charities; support for children from the Local Authority).”
Quote in the paperNot a substantial claim
The paper relies on this without support.
CPFT is the sole provider of all secondary care mental health services to Cambridgeshire and Peterborough.
“CPFT) provides community PH services, psychological therapy services, and all secondary care MH services (including some embedded within primary care) to C&P”
The paper relies on this without support.
Lifetime coded ICD-10 diagnoses adequately identify severe mental illness despite possible under-coding.
“Any under-coding of diagnosis was unmeasured.”
The paper relies on this without support.
CPFT provides psychological therapy and all secondary mental health care to the entire population of Cambridgeshire and Peterborough.
“because CPFT provides psychological therapy and all secondary MH care to the entire population of C&P”
The paper relies on this without support.
For some services, activity is driven by patient self-presentation rather than service supply.
“For some services, though, activity is driven by patient self-presentation (e.g. 111 crisis calls, attendance at EDs/MIUs) yet activity dropped nonetheless.”
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?
Eight studies reported a decrease in self-harm/suicide attempts during the first months of the COVID-19 pandemic.
“Eight studies reported a decrease in self-harm/suicide attempts during the first months of the COVID-19 pandemic ( Capuzzi et al., 2020; Chen et al., 2020; Goncalves-Pinho et al., 2021; Hewson et al., 2020; McIntyre et al., 2020; Pignon et al., 2020; Rajput et al., 2020; Walker et al., 2020).”
From The impact of the COVID-19 pandemic on self-harm and suicidal behaviour: update of living systematic review (2021) · cites this paper as Chen et al., 2020
Studies focusing on suicidal thoughts showed either a reduction or no change in presentations to health/mental health services or self-reported suicidal thoughts, with the majority making comparisons to the same time in 2019.
“The studies showed either a reduction ( Chen et al., 2020; Hernandez-Calle et al., 2020; Smalley et al., 2021) or no change ( Sade et al., 2020; Titov et al., 2020) in presentations to health/mental health services or self-reported suicidal thoughts, with the majority making comparisons to the same time in 2019.”
From The impact of the COVID-19 pandemic on self-harm and suicidal behaviour: update of living systematic review (2021) · cites this paper as Chen et al., 2020
The new situation with imposed social and physical restrictions may have introduced additional barriers to accessing informal and formal help-seeking for mental health problems in youths, similarly to adults.
“Furthermore, this new situation with the imposed social and physical restrictions may have also introduced additional barriers to accessing informal and formal help-seeking for mental health problems in youths, similarly to adults [53,54].”
From Exploring the Impact of COVID-19 on Mental Health Outcomes in Children and Adolescents: A Systematic Review (2020) · cites this paper as [53]
Cites
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,706 · see citing works
Holmes, E. A., O'Connor, R. C., Perry, V. H., Tracey, I., Wessely, S., Arseneault, L., Ballard, C., Christensen, H., Cohen Silver, R., Everall, I., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30168-1 · Cited by 5,715 · see citing works
Self-citationSegmented regression analysis of interrupted time series studies in medication use research
Wagner, A. K., Soumerai, S. B., Zhang, F., & Ross-Degnan, D. (2002) · Journal of Clinical Pharmacy and Therapeutics · doi:10.1046/j.1365-2710.2002.00430.x · Cited by 3,279 · see citing works
COVID-19 pandemic and mental health consequences: Systematic review of the current evidence
Vindegaard, N., & Benros, M. E. (2020) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2020.05.048 · Cited by 3,221 · see citing works
Interrupted time series regression for the evaluation of public health interventions: a tutorial
Lopez Bernal, J., Cummins, S., & Gasparrini, A. (2016) · International Journal of Epidemiology · doi:10.1093/ije/dyw098 · Cited by 3,049 · see citing works
Rogers, J. P., Chesney, E., Oliver, D., Pollak, T. A., McGuire, P., Fusar-Poli, P., Zandi, M. S., Lewis, G., & David, A. S. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30203-0 · Cited by 2,407 · cited 1× · see citing works
“, 2020) and other neuropsychiatric complications, in which endothelial involvement and bradykinin dysregulation may be important (Varatharaj et al., 2020; Zubair et al., 2020; Romoli et al., 2020; Rogers et al., 2020; Garvin et al., 2020; Roche and Roche, 2020).”
BackgroundSuicide risk and prevention during the COVID-19 pandemic
Gunnell, D., Appleby, L., Arensman, E., Hawton, K., John, A., Kapur, N., Khan, M., O'Connor, R. C., Pirkis, J., Appleby, L., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30171-1 · Cited by 1,513 · see citing works
Varatharaj, A., Thomas, N., Ellul, M. A., Davies, N. W. S., Pollak, T. A., Tenorio, E. L., Sultan, M., Easton, A., Breen, G., Zandi, M., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30287-x · Cited by 1,246 · see citing works
Zubair, A. S., McAlpine, L. S., Gardin, T., Farhadian, S., Kuruvilla, D. E., & Spudich, S. (2020) · JAMA Neurology · doi:10.1001/jamaneurol.2020.2065 · Cited by 923 · see citing works
Introductory Statistics with R
Dalgaard, P. (2002) · Springer eBooks · doi:10.1007/b97671 · Cited by 734 · see citing works
Introductory Statistics with R
(2008) · doi:10.1007/978-0-387-79054-1 · Cited by 648 · see citing works
Rettie, H., & Daniels, J. (2021) · American Psychologist · doi:10.1037/amp0000710 · Cited by 526 · cited 1× · see citing works
“The pandemic has brought uncertainty and anxiety both about the disease itself and associated consequences (Rettie and Daniels, 2020; McElroy et al., 2020).”
BackgroundGarvin, M. R., Alvarez, C., Miller, J. I., Prates, E. T., Walker, A. M., Amos, B. K., Mast, A. E., Justice, A. C., Aronow, B. J., & Jacobson, D. (2020) · eLife · doi:10.7554/elife.59177 · Cited by 368 · see citing works
Liu, H. S., Chen, S., Liu, M., Nie, H., & Lu, H. (2020) · Aging and Disease · doi:10.14336/ad.2020.0502 · Cited by 342 · see citing works
Self-citationEarly evidence of pronounced brain involvement in fatal COVID-19 outcomes
von Weyhern, C. H., Kaufmann, I., Neff, F., & Kremer, M. (2020) · The Lancet · doi:10.1016/s0140-6736(20)31282-4 · Cited by 283 · see citing works
Xu, X., & Banks, J. W. (2020) · doi:10.1920/wp.ifs.2020.1620 · Cited by 215 · cited 1× · see citing works
“Population surveys of UK general mental health suggest a substantial deterioration following lockdown (Banks and Xu, 2020), but this has not translated (thus far) to an increase in presentation with mental disorder in our area.”
BackgroundDemographic and health factors associated with pandemic anxiety in the context of COVID‐19
McElroy, E., Patalay, P., Moltrecht, B., Shevlin, M. E., Shum, A., Creswell, C., & Waite, P. (2020) · British Journal of Health Psychology · doi:10.1111/bjhp.12470 · Cited by 165 · see citing works
McGinty, E. E., Baller, J. B., Azrin, S. T., Juliano‐Bult, D., & Daumit, G. L. (2015) · Schizophrenia Bulletin · doi:10.1093/schbul/sbv101 · Cited by 135 · see citing works
A hypothesized role for dysregulated bradykinin signaling in COVID‐19 respiratory complications
Roche, J. A., & Roche, R. (2020) · The FASEB Journal · doi:10.1096/fj.202000967 · Cited by 125 · cited 2× · see citing works
“, 2020) and other neuropsychiatric complications, in which endothelial involvement and bradykinin dysregulation may be important (Varatharaj et al., 2020; Zubair et al., 2020; Romoli et al., 2020; Rogers et al., 2020; Garvin et al., 2020; Roche and Roche, 2020).”
BackgroundRomoli, M., Jelčić, I., Bernard‐Valnet, R., Azorín, D. G., Mancinelli, L., Akhvlediani, T., Monaco, S., Taba, P., & Sellner, J. (2020) · European Journal of Neurology · doi:10.1111/ene.14382 · Cited by 111 · cited 1× · see citing works
“, 2020) and other neuropsychiatric complications, in which endothelial involvement and bradykinin dysregulation may be important (Varatharaj et al., 2020; Zubair et al., 2020; Romoli et al., 2020; Rogers et al., 2020; Garvin et al., 2020; Roche and Roche, 2020).”
BackgroundCovid-19: the problems with case counting
Mahase, E. (2020) · BMJ · doi:10.1136/bmj.m3374 · Cited by 14 · see citing works
Suicide of Australians during the Vietnam War
PRIDMORE, S. A., Ahmadi, J., & Pridmore, W. (2017) · Australasian Psychiatry · doi:10.1177/1039856217734740 · Cited by 6 · see citing works
Flagged first, then by citations
3 of the 27 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Nearchou, F., Flinn, C., Niland, R., Subramaniam, S. S., & Hennessy, E. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17228479 · Cited by 577 · see citing works
“Furthermore, this new situation with the imposed social and physical restrictions may have also introduced additional barriers to accessing informal and formal help-seeking for mental health problems in youths, similarly to adults [53,54].”
BackgroundMental health of children and young people during pandemic
Ford, T., John, A., & Gunnell, D. (2021) · BMJ · doi:10.1136/bmj.n614 · Cited by 203 · see citing works
The impact of the COVID-19 pandemic on self-harm and suicidal behaviour: a living systematic review
John, A., Okolie, C., Eyles, E., Webb, R. T., Schmidt, L., McGuinness, L. A., Olorisade, B. K., Arensman, E., Hawton, K., Kapur, N., et al. (2020) · F1000Research · doi:10.12688/f1000research.25522.1 · Cited by 178 · see citing works
John, A., Eyles, E., Webb, R. T., Okolie, C., Schmidt, L., Arensman, E., Hawton, K., O'Connor, R. C., Kapur, N., Moran, P., et al. (2021) · F1000Research · doi:10.12688/f1000research.25522.2 · Cited by 189 · see citing works
Effects of the COVID-19 pandemic and lockdown on alcohol use disorders and complications
Murthy, P., & Narasimha, V. L. (2021) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000720 · Cited by 137 · see citing works
Global impact of the COVID-19 pandemic on mental health services: A systematic review
Duden, G. S., Gersdorf, S., & Stengler, K. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2022.08.013 · Cited by 124 · see citing works
Richter, D., Riedel-Heller, S. G., & Zürcher, S. J. (2021) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796021000160 · Cited by 110 · see citing works
“A UK study reported that the demand for mental health care decreased partly due to fears of becoming infected in health care settings (Chen et al., 2020).”
BackgroundAccessibility to Non-COVID Health Services in the World During the COVID-19 Pandemic: Review
Tuczyńska, M., Matthews‐Kozanecka, M., & Baum, E. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.760795 · Cited by 111 · see citing works
“This drop encompassed services accepting referrals from professionals (47).”
BackgroundHampshire, A., Hellyer, P. J., Soreq, E., Mehta, M. A., Ioannidis, K., Trender, W. R., Grant, J. E., & Chamberlain, S. R. (2021) · Nature Communications · doi:10.1038/s41467-021-24365-5 · Cited by 108 · see citing works
Hawton, K. E., Casey, D., Bale, E., Brand, F., Ness, J., Waters, K., Kelly, S., & Geulayov, G. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.01.015 · Cited by 83 · see citing works
Impact of the COVID-19 pandemic on child and adolescent mental health services
Huang, H. C.-H., & Ougrin, D. (2021) · BJPsych Open · doi:10.1192/bjo.2021.976 · Cited by 70 · see citing works
Spanakis, P., Wadman, R., Walker, L. E., Paul, H., Mathers, A., Baker, J. A., Johnston, G., Gilbody, S. M., & Peckham, E. J. (2022) · Perspectives in Public Health · doi:10.1177/17579139221106399 · Cited by 69 · see citing works
Help-seeking behaviors for mental health problems during the COVID-19 pandemic: A systematic review
Yonemoto, N., & Kawashima, Y. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.11.043 · Cited by 70 · see citing works
“Chen et al. (2020) United Kingdom (UK) Presentations and referrals to the primary provider of mental health and community health services in Cambridgeshire and Peterborough, plus service activity and deaths Interrupted time-series analyses with respect to the time of lockdown in the UK March 23,…”
Hawton, K. E., Lascelles, K. M., Brand, F., Casey, D., Bale, L., Ness, J., Kelly, S., & Waters, K. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.03.028 · Cited by 65 · see citing works
The impact of COVID-19 on eating disorder referrals and admissions in Waikato, New Zealand
Hansen, S. J., Stephan, A., & Menkes, D. B. (2021) · Journal of Eating Disorders · doi:10.1186/s40337-021-00462-0 · Cited by 62 · see citing works
Viewpoint: Investing in strategies to support mental health recovery from the COVID-19 pandemic
McDaid, D. (2021) · European Psychiatry · doi:10.1192/j.eurpsy.2021.28 · Cited by 60 · see citing works
“The UK government’s recently published Covid-19 mental health and wellbeing recovery action plan for England provides a useful template for policy action [2].”
BackgroundLiberati, E. G., Richards, N., Parker, J., Willars, J., Scott, D. A. H., Boydell, N., Pinfold, V., Martin, G. P., Jones, P. B., & Dixon‐Woods, M. (2022) · Social Science & Medicine · doi:10.1016/j.socscimed.2022.114711 · Cited by 59 · see citing works
“…for in secondary mental healthcare settings (e.g. inpatient and community mental health services), have faced restrictions in availability of care (Chen et al., 2020; NHS Reset, 2020; Patel et al., 2020; Rethink Mental Illness, 2020), at the same time as the pandemic and associated control…”
Self-citationChen, S., She, R., Qin, P., Kershenbaum, A. D., Fernández-Egea, E., Nelder, J. R., Ma, C., Lewis, J. R., Wang, C., & Cardinal, R. N. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.585915 · Cited by 54 · see citing works
“For example, these effects may reflect both changes in supply (reduced provision of health services, and the prioritization of urgent over routine referrals with discouragement of routine referral) as well as changes in patientled demand (17).”
BackgroundInfluentialSelf-citationWang, D., Chen, H., Zhai, S., Zhu, Z., Huang, S., Zhou, X., Pan, Y., Meng, D., Yang, Z., Zhao, J., et al. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.03.035 · Cited by 57 · see citing works
“Impacts of COVID-19 on academic and social interactions were also observed to be linked to psychiatric symptoms, which aligns with findings in previous studies (Chen et al., 2020; Li et al., 2020a; Li et al., 2020b).”
ResultPatel, 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
Experience of Healthcare Access in Australia during the First Year of the COVID-19 Pandemic
Podubinski, T., Townsin, L., Thompson, S., Tynan, A., & Argus, G. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182010687 · Cited by 48 · see citing works
Bakolis, I., Stewart, R. J., Baldwin, D. S., Beenstock, J., Bibby, P. F., Broadbent, M. T. M., Cardinal, R. N., Chen, S., Chinnasamy, K., Cipriani, A., et al. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-049721 · Cited by 40 · see citing works
Self-citationPilav, S., Easter, A., Silverio, S. A., Backer, K. D., Sundaresh, S., Roberts, S., & Howard, L. M. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19041975 · Cited by 40 · see citing works
Steeg, S., John, A. M., Gunnell, D., Kapur, N., Dekel, D., Schmidt, L., Knipe, D. W., Arensman, E., Hawton, K. E., Higgins, J. P. T., et al. (2022) · The British Journal of Psychiatry · doi:10.1192/bjp.2022.79 · Cited by 44 · see citing works
Utilization of Inpatient Mental Health Care in the Rhineland During the COVID-19 Pandemic
Zielasek, J., Vrinssen, J., & Gouzoulis‐Mayfrank, E. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.593307 · Cited by 40 · see citing works
“Inpatient numbers were shown to be decreased due to reduced admissions and have a spike in discharges with the lockdown in the Cambridgeshire & Peterborough National Health Services Trust (6).”
BackgroundBu, F., Steptoe, A., & Fancourt, D. E. (2023) · PLoS Medicine · doi:10.1371/journal.pmed.1004144 · Cited by 40 · see citing works
Effects of the COVID-19 pandemic on self-harm
Kapur, N., Clements, C., Appleby, L., Hawton, K. E., Steeg, S., Waters, K., & Webb, R. T. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30528-9 · Cited by 36 · see citing works
Stewart, S. L., Vasudeva, A. S., Dyke, J. N. V., & Poss, J. W. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.730915 · Cited by 34 · see citing works
Greig, F., Perera, G., Tsamakis, K., Stewart, R. J., Velayudhan, L., & Mueller, C. (2021) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.5630 · Cited by 34 · see citing works
Levstek, M., Barnby, R. M., Pocock, K., & Banerjee, R. A. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.703892 · Cited by 37 · see citing works
COVID-19 and Pediatric Mental Health Hospitalizations
Khan, J. R., Hu, N., Lin, P., Eapen, V., Nassar, N., John, J. R., Curtis, J., Rimmer, M., O’Leary, F., Vernon, B., et al. (2023) · PEDIATRICS · doi:10.1542/peds.2022-058948 · Cited by 36 · see citing works
The Early Impacts of the COVID-19 Pandemic on Mental Health Facilities and Psychiatric Professionals
Baumgart, J. G., Kane, H., El‐Hage, W., Deloyer, J., Maes, C., Lebas, M.-C., Marazziti, D., Thome, J., Fond‐Harmant, L., & Denis, F. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18158034 · Cited by 30 · see citing works
Chen, S., Ford, T. J., Jones, P. B., & Cardinal, R. N. (2022) · The Lancet Regional Health - Europe · doi:10.1016/j.lanepe.2022.100368 · Cited by 32 · see citing works
Self-citationSpanakis, P., Heron, P., Walker, L. E., Crosland, S., Wadman, R., Newbronner, E., Johnston, G., Gilbody, S. M., & Peckham, E. J. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.732735 · Cited by 28 · see citing works
“Participants were categorised as residing in areas of very high (1, 2), high (3, 4), medium (5, 6), low (7, 8), or very low deprivation (9, 10).”
BackgroundMenculini, G., Tortorella, A. A. V., Albert, U., Carmassi, C., Carrà, G., Cirulli, F., Dell’Osso, B. M., Luciano, M., Nanni, M. G., Pompili, M., et al. (2021) · Brain Sciences · doi:10.3390/brainsci11111413 · Cited by 28 · see citing works
Acute mental health presentations before and during the COVID-19 pandemic
Mukadam, N., Sommerlad, A., Wright, J., Smith, A., Szczap, A., Solomou, S., Bhome, R., Thayalan, R., Abrol, E., Aref-Adib, G., et al. (2021) · BJPsych Open · doi:10.1192/bjo.2021.970 · Cited by 25 · see citing works
Inequalities in access to mental health treatment by Australian youths during the COVID-19 pandemic
Gao, C. X., McDonald, L. P., Hamilton, M. P., Simons, K., Menssink, J. M., Filia, K., Rickwood, D., Rice, S., Hickie, I., McGorry, P. D., et al. (2023) · Psychiatric Services · doi:10.1176/appi.ps.20220345 · Cited by 25 · see citing works
Chen, S., Chen, X., Hou, X., Fang, H., Liu, G. G., & Yan, L. L. (2024) · The Lancet Regional Health - Western Pacific · doi:10.1016/j.lanwpc.2024.101106 · Cited by 25 · see citing works
Self-citationBortoletto, R., Gennaro, G. D., Antolini, G., Mondini, F., Passarella, L., Rizzo, V., Silvestri, M., Darra, F., Zoccante, L., & Colizzi, M. (2022) · Psychiatry Research Communications · doi:10.1016/j.psycom.2022.100023 · Cited by 25 · see citing works
Poonai, N., Freedman, S. B., Newton, A. S., Sawyer, S., Gaucher, N. O., Ali, S., Wright, B. J., Miller, M. R., Mater, A., Fitzpatrick, E. A., et al. (2023) · Canadian Medical Association Journal · doi:10.1503/cmaj.220507 · Cited by 22 · see citing works
Bauer‐Staeb, C., Davis, A., Smith, T. R., Wilsher, W., Betts, D., Eldridge, C., Griffith, E., Faraway, J. J., & Button, K. S. (2021) · EClinicalMedicine · doi:10.1016/j.eclinm.2021.100939 · Cited by 25 · see citing works
“This appears somewhat consistent with regional reports as well as the national trend observed through the monitoring of activity in the patient management software used by a majority of IAPT services, where referrals dropped by approximately 70% early after lockdown was announced [10-12,21].”
Perozziello, A., Sousa, D., Aubriot, B., & Masson, V. D. (2023) · BMJ Open · doi:10.1136/bmjopen-2022-064305 · Cited by 19 · see citing works
Chow, M. W., Noorthoorn, E. O., Wierdsma, A. I., van der Horst, M. Z., de Boer, N., Gülöksüz, S., & Luykx, J. J. (2021) · BJPsych Open · doi:10.1192/bjo.2021.1049 · Cited by 22 · see citing works
“…to secondary mental health services during the first outbreak in the UK decreased less for patients with severe mental illness than for patients without severe mental illness, 10 whereas the second study found elevated numbers of admissions for patients with psychotic and bipolar disorders.”
BackgroundHansen, J. P., Sas, T. Q. B., Fløjstrup, M., Brabrand, M., & Hvolby, A. (2021) · Brain and Behavior · doi:10.1002/brb3.2264 · Cited by 18 · see citing works
“There was a need for a time series analysis study of changes in number of mental health contacts during the lockdown of mental healthcare system (Chen et al., 2020a, 2020b).”
BackgroundResultCogan, N. A., Archbold, H., Deakin, K., Griffith, B., Berruga, I. S., Smith, S. G., Tanner, G., & Flowers, P. (2022) · International Journal of Mental Health · doi:10.1080/00207411.2022.2056386 · Cited by 17 · see citing works
“…health deteriorations, both among healthy individuals and those with preexisting mental health problems (Banks & Xu, 2020; Chatterjee et al., 2020; Chen et al., 2020; Cullen et al., 2020; McElroy et al., 2020; Odani et al., 2022; Robillard et al., 2021; Simblett CONTACT Nicola Cogan…”
BackgroundGriffith, B., Archbold, H., Berruga, I. S., Smith, S. G., Deakin, K., Cogan, N. A., Tanner, G., & Flowers, P. (2022) · Psychology Health & Medicine · doi:10.1080/13548506.2022.2148698 · Cited by 16 · see citing works
Enbiale, W., Abdela, S. G., Seyum, M., Hunde, D. B., Bogale, K. A., Tamirat, K. S., Feleke, M. B., Azage, M., Nigatu, D., & de Vries, H. J. C. (2021) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.21-0354 · Cited by 16 · see citing works
Wiegand, H. F., Bröcker, A., Fehr, M., Lohmann, N., Maicher, B., Röthke, N., Rueb, M., Wessels, P., de Greck, M., Pfennig, A., et al. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.855040 · Cited by 14 · see citing works
Hörmann, C., Bandli, A., Monn, A., de Bardeci, M., Rüesch, A., de Araujo, T. V., Seifritz, E., Kleim, B., & Olbrich, S. (2022) · BJPsych Open · doi:10.1192/bjo.2021.1072 · Cited by 13 · see citing works
COVID-19 and the Blitz compared: mental health outcomes in the UK
Jones, E. (2021) · The Lancet Psychiatry · doi:10.1016/s2215-0366(21)00118-8 · Cited by 11 · see citing works
Marin, D., Gennaro, G. D., Baracetti, M., Zanetti, R., Balestrieri, M., Cogo, P. E., & Colizzi, M. (2023) · Psychiatry Research Communications · doi:10.1016/j.psycom.2023.100119 · Cited by 14 · see citing works
Alsharif, A. H. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18168513 · Cited by 13 · see citing works
Bayrak, M., & Çadırcı, K. (2021) · Acta Clinica Belgica · doi:10.1080/17843286.2021.1916687 · Cited by 14 · see citing works
“mental illness, likely due to COVID-19 [31].”
Zielasek, J., Lehmann, I., Vrinssen, J., & Gouzoulis‐Mayfrank, E. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.957951 · Cited by 13 · see citing works
Yu, L., & McCracken, L. M. (2023) · British Journal of Clinical Psychology · doi:10.1111/bjc.12446 · Cited by 12 · see citing works
Penington, E., Lennox, B., Geulayov, G., Hawton, K. E., & Tsiachristas, A. (2022) · European Psychiatry · doi:10.1192/j.eurpsy.2022.22 · Cited by 10 · see citing works
“This is similar to, for example, a study from Cambridgeshire and Peterborough which found an immediate reduction in both supply of and demand for secondary mental health care, followed by a gradual recovery [20].”
ResultCapobianco, L., Verbist, I. L., Heal, C., Huey, D., & Adrian Wells, A. (2022) · British Journal of Clinical Psychology · doi:10.1111/bjc.12410 · Cited by 11 · see citing works
One year of psychiatric presentations to a hospital emergency department during COVID-19
Hartnett, Y., Alshurafa, K., McAndrew, J., Daly, D., Alsaffar, M., Cotter, D., Cannon, M. D., MacHale, S., Murphy, K. C., & Barry, H. (2022) · Irish Journal of Psychological Medicine · doi:10.1017/ipm.2022.6 · Cited by 12 · see citing works
Li, H., Chen, X., Pan, J., Li, M., Wang, M., Wang, W., & Wang, Y. (2022) · Healthcare · doi:10.3390/healthcare10081402 · Cited by 11 · see citing works
Telepsychology in Europe since COVID-19: How to Foster Social Telepresence?
Haddouk, L., Milcent, C., Schneider, B., Daele, T. V., & Witte, N. A. J. D. (2023) · Journal of Clinical Medicine · doi:10.3390/jcm12062147 · Cited by 10 · see citing works
“Beyond the current health crisis, telepsychology is likely to remain a major component of mental healthcare, as it might help to improve access to mental healthcare and to reduce costs of service delivery [27].”
BackgroundHas COVID‐19 affected dementia diagnosis rates in England?
Hazan, J., Liu, K. Y., Isaacs, J. D., Burns, A. S., & Howard, R. J. (2023) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.5976 · Cited by 9 · see citing works
The impact of COVID-19 on mental health service utilisation in England
Villaseñor, A., Gaughan, J., Aragón, M. J., Gutacker, N., Gravelle, H. S. E., Goddard, M. K., Mason, A., Castelli, A., & Jacobs, R. (2023) · SSM - Mental Health · doi:10.1016/j.ssmmh.2023.100227 · Cited by 8 · see citing works
“Local and regional analyses have found a reduction in supply and demand for mental health services, for example in Cambridgeshire and Peterborough (Chen et al., 2020), reduced referrals and admissions in Leicestershire with admitted patients more likely to be detained (Abbas et al., 2021; Tromans et al., 2020), and a…”
Inpatient Mental Healthcare before and during the COVID-19 Pandemic
McGuire, A. B., Flanagan, M., Kukla, M., Rollins, A. L., Myers, L. J., Bass, E., Garabrant, J. M., & Salyers, M. P. (2021) · Healthcare · doi:10.3390/healthcare9121613 · Cited by 9 · see citing works
Richter, D., Riedel-Heller, S. G., & Zürcher, S. J. (2020) · medRxiv · doi:10.1101/2020.12.03.20243196 · Cited by 8 · see citing works
Chen, S., Jones, P. B., Underwood, B. R., Fernández-Egea, E., Qin, P., Lewis, J. R., & Cardinal, R. N. (2020) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.5610 · Cited by 7 · see citing works
Self-citationLarsson, P., Lloyd, R., Taberham, E., & Rosairo, M. (2022) · Mental Health Review Journal · doi:10.1108/mhrj-04-2022-0023 · Cited by 6 · see citing works
Al‐Jabr, H., Windle, K., Thompson, D. R., Jenkins, Z., Castle, D. J., & Ski, C. F. (2022) · JMIR Research Protocols · doi:10.2196/36673 · Cited by 8 · see citing works
“Attention to mental health is also important as restrictions associated with the pandemic limited the provision of mental health services [44-46].”
Background(2021) · doi:10.1192/bjo.2021.1046 · Cited by 8 · see citing works
Self-citationFehr, M., Köhler, S., Roth-Sackenheim, C., Geschke, K., Tüscher, O., Adorjan, K., Lieb, K., Hölzel, L. P., & Wiegand, H. F. (2024) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-024-01886-w · Cited by 7 · see citing works
“…services, nearly all from the UK, consistently showed significant reductions in referrals to primary and secondary mental health services and in incidence diagnoses of mental disorders during the first HIP [22–28], but some studies showed increases in referrals after this period [22, 24, 25].”
Service user and staff experiences of a new community enhanced rehabilitation team
Kidd, K., & Fenton, K. (2022) · Mental Health Practice · doi:10.7748/mhp.2022.e1593 · Cited by 7 · see citing works
“Further, Chen et al (2020) found increased rates of death of people who access mental health services – those with and without serious mental illness – during the early part of the COVID-19 pandemic in the UK.”
BackgroundTulk, C., Bartram, M. H., Leslie, K., Atanackovic, J., Chamberland-Rowe, C., & Bourgeault, I. L. (2023) · Human Resources for Health · doi:10.1186/s12960-023-00797-6 · Cited by 6 · see citing works
Remote consultations in community mental health: A qualitative study of clinical teams
McCarron, R. H., Moore, A., Foreman, I., Brewis, E., Clarke, O., Howes, A., Parkin, K., Luk, D., Hirst, M. S., Sach, E., et al. (2024) · Journal of Psychiatric and Mental Health Nursing · doi:10.1111/jpm.13044 · Cited by 7 · see citing works
Self-citation(2023) · doi:10.3390/jcm12072681 · Cited by 7 · see citing works
“The latter is particularly relevant nowadays since the COVID-19 pandemic has fueled a substantial healthcare system redeployment, often affecting outpatient psychiatric service availability [12] and increasing pressure on acute inpatient services [13,14], with important effects of the pandemic on mental health needs a…”
BackgroundMental Health Services during the COVID ‐19 pandemic in Abu Dhabi, UAE
Garhy, M. A., Dhufairi, A. A., Abdulrahman, H., Maskari, B. A., Ahmed, N., Khamashi, S. A., Kaid, A., & Shalash, H. (2021) · Progress in Neurology and Psychiatry · doi:10.1002/pnp.720 · Cited by 7 · see citing works
Gardiner, S.-A. L., & Martin, P. (2021) · Australian Health Review · doi:10.1071/ah21230 · Cited by 5 · see citing works
London, S., Chen, S., Sidhom, E., Lewis, J. R., Wolverson, E., Cardinal, R. N., Roalf, D. R., Mueller, C., & Underwood, B. R. (2024) · The British Journal of Psychiatry · doi:10.1192/bjp.2024.14 · Cited by 6 · see citing works
Self-citationCelona, C. A., Jackman, K., & Smaldone, A. M. (2023) · Journal of Emergency Nursing · doi:10.1016/j.jen.2023.04.006 · Cited by 6 · see citing works
“Conversely, some research demonstrated a decrease in hospitalizations for mental health conditions when patients received outpatient mental health care.(38,40) In our sample, most young adults who came to the emergency department during the pandemic for treatment of a mental health condition had only 1 ED encounter, s…”
Bethge, M., Fauser, D., Zollmann, P., & Streibelt, M. (2023) · BMC Psychiatry · doi:10.1186/s12888-023-04627-w · Cited by 4 · see citing works
Knipe, D. W., García, S. D. O., Salhi, L., Afzal, N., Sammut, S., Mainstone-Cotton, L., Sefi, A., Marchant, A. L., & John, A. M. (2025) · PLoS ONE · doi:10.1371/journal.pone.0316468 · Cited by 8 · see citing works
“Furthermore, it is likely that there was an increase of demand for face-to-face mental health service post-lockdown, with figures suggesting some return to pre-pandemic activity [58].”
Sturge, J. L., & Starrenburg, F. (2022) · HERD Health Environments Research & Design Journal · doi:10.1177/19375867221098982 · Cited by 4 · see citing works
“…that support healing and have positive impact on staff and patients, such as the spatial qualities of inpatient care, such as access to private rooms, open nursing stations, and access to nature (Chrysikou, 2014; Molin et al., 2021; Shepley & Pasha, 2017; Shepley et al., 2016; Wood et al., 2013).”
BackgroundThe roles of a psychiatrist in the COVID-19 pandemic
Baldwin, D. S., Gordon, R. C., & Marlowe, K. (2021) · Clinics in Integrated Care · doi:10.1016/j.intcar.2021.100036 · Cited by 4 · see citing works
The complex picture of self-harm during the COVID-19 pandemic
Chen, R. (2021) · The Lancet Regional Health - Europe · doi:10.1016/j.lanepe.2021.100123 · Cited by 6 · see citing works
Fluck, D. S., Fry, C. H., Robin, J. G., Bull, E., Lewis, A., Rees, J., JONES, G. L., Taylor, L., & Han, T. S. (2023) · International Journal of Mental Health Nursing · doi:10.1111/inm.13155 · Cited by 4 · see citing works
Online Therapy for Children: Yay or Nay? Clinicians’ Insights from the COVID-19 Era
Hagyari-Donaldson, P., & Scott, N. (2024) · Child & Youth Care Forum · doi:10.1007/s10566-024-09835-3 · Cited by 4 · see citing works
“However, the provision of remote psychological interventions for children was not always possible due to limited resources (Wilson et al., 2024), and many either lost access to mental healthcare services, or access became increasingly challenging (Allison & Levac, 2022; Chen et al., 2020).”
Horvitz-Lennon, M. V., Leckman‐Westin, E., Finnerty, M. T., Jeong, J., Tsuei, J., Zelevinsky, K., Chen, Q., & Normand, S. T. (2023) · Community Mental Health Journal · doi:10.1007/s10597-023-01105-1 · Cited by 4 · see citing works
“People with schizophrenia are more likely to experience poorer COVID-19 outcomes because of their higher rates of obesity, diabetes, and other pre-existing physical health conditions, and their profound social disadvantage, including higher rates of homelessness (Chen et al., 2020; Druss, 2020; Fond et al., 2021; Jege…”
BackgroundCataldo, I., Novotny, D., Carollo, A., & Esposito, G. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20136310 · Cited by 4 · see citing works
Challenges and adaptations of mental health services during the COVID-19 Pandemic in Uganda
Arinda, A., Kalani, K. O., Mpamizo, E., Sebuliba, R., Akinyange, V., & Lofgren, S. M. (2024) · Pan African Medical Journal · doi:10.11604/pamj.2024.48.84.43031 · Cited by 3 · see citing works
Varese, F., Allsopp, K., Carter, L., Shields, G., Hind, D., Davies, L. M., Barrett, A., Bhutani, G., McGuirk, K., Huntley, F., et al. (2024) · Health and Social Care Delivery Research · doi:10.3310/hgqr5133 · Cited by 3 · see citing works
Becker, J. E., Shebl, F. M., Losina, E., Wilson, A. C., Levison, J. H., Donelan, K., Fung, V., Trieu, H. D., Panella, C., Qian, Y., et al. (2024) · Implementation Science Communications · doi:10.1186/s43058-024-00593-w · Cited by 3 · see citing works
Marin, D., Gennaro, G. D., Baracetti, M., Zanetti, R., Balestrieri, M., Cogo, P. E., & Colizzi, M. (2023) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2023.100687 · Cited by 3 · see citing works
Hunt, J. F. V., LeCaire, T. J., Schroeder, M., Smith, K. O., Marschall, K., & Walaszek, A. (2022) · PubMed · Cited by 3 · see citing works
Simkin, L., Yung, P., Greig, F., Perera, G., Tsamakis, K., Rizos, E., Stewart, R. J., Velayudhan, L., & Mueller, C. (2022) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.5834 · Cited by 3 · see citing works
Li, H., Zhang, X., Bu, L., Zhang, Y., Wang, X., Ye, H., Liu, W., Wang, D., & Fan, F. (2025) · Early Intervention in Psychiatry · doi:10.1111/eip.70090 · Cited by 2 · see citing works
“Impacts of COVID-19 on academic activities and social communication have been linked to alterations in depression and anxiety, consistent with results from prior studies (Chen et al. 2020; Wang, Chen, et al. 2021).”
- Authors
- Chen, S., Jones, P. B., Underwood, B. R., Moore, A., Bullmore, E. T., Banerjee, S., Osimo, E. F., Deakin, J. B., Hatfield, C. F., Thompson, F. J., Artingstall, J. D., Slann, M. P., Lewis, J. R., & Cardinal, R. N.
- Affiliations
- University of Cambridge (GB)
- Fulbourn Hospital (GB)
- Corresponding author
- Cardinal, Rudolf N.
- ORCID
- Venue
- Journal of Psychiatric Research
- Publisher
- Elsevier BV
- Published
- 2020-12
- Volume
- 131
- Pages
- 244-254
- ISSN
- 0022-3956 (ISSN-L)
- PMC
- PMC7508053
- OpenAlex
- W3087124467
- Cited by
- 127
- References
- 27
- Citations by year
- 2026: 3 · 2025: 8 · 2024: 13 · 2023: 26 · 2022: 27 · 2021: 45 · 2020: 5
- FWCI
- 10.31
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Locations
- Journal of Psychiatric Research (publishedVersion)
- SSRN Electronic Journal (acceptedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Apollo (University of Cambridge) (submittedVersion, cc-by-nc-nd)
- Apollo
- Funders
- National Institute for Health Research
- Medical Research Council
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Health Sciences › Medicine › Oncology › COVID-19 and healthcare impacts
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Keywords
- COVID-19 pandemic, mental health services, standardized mortality ratio, severe mental illness, help-seeking, service supply and demand, lockdown, psychosomatic medicine, eating disorders, Mental Health Act detention, remote care, excess mortality, older adults
- MeSH terms
- COVID-19, Adolescent, Adult, Aged, Aged, 80 and over, Mental Disorders, Community Health Services, Community Mental Health Services, Female, United Kingdom, Health Services Accessibility, Humans, Male, Middle Aged, Mortality, Patient Acceptance of Health Care, Pneumonia, Viral, Referral and Consultation, Infection Control, Coronavirus Infections, Young Adult, 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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.
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