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Table 1 Study Characteristics of Accepted Studies

From: Psychological impact of an epidemic/pandemic on the mental health of healthcare professionals: a rapid review

Primary Studies

First author (year)

Country (disease outbreak)

Timepoint (design)

Sample

Mental health outcomes

Measures

AO Chan and CY Huak [8]

Singapore (SARS)

Concurrent

(Cross-sectional)

661 HCPs (106 SARS exposed HCPs and 555 non exposed HCPs)

PTSD

Psychological Distress

IES

GHQ-28

SS Chan et al. [9]

Hong Kong (SARS)

Concurrent

(Cross-sectional)

1470 nurses

Psychological health

SARS NSQ

CS Chen et al. [10]

Taiwan (SARS)

Concurrent

(Cross-sectional)

128 nurses (42 control, 21 conscripted and 65 high-risk nurses)

PTSD

Psychological symptoms

IES

SCL-90-R

NH Chen et al. [11]

Taiwan (SARS)

Concurrent

(Longitudinal)

172 (90 SARS exposed HCPs and 82 non HCPs)

Social support

MOS SF-36

MY Chong et al. [12]

Taiwan (SARS)

Concurrent

(Cross-sectional)

1257 HCPs

PTSD

Psychological Morbidity

IES

CHQ

SE Chua et al. [13]

Hong Kong (SARS)

Concurrent

(Cross-sectional)

613 (271 HCPs from SARS units and 342 healthy control subjects)

Perceived stress

PSS-10

L Fiksenbaum et al. [14]

Canada (SARS)

Concurrent1

(Cross-sectional)

333 nurses

Burnout (emotional exhaustion)

State anger

MBI-EE

STAXI

P Goulia et al. [15]

Greece (A/H1N1)

Concurrent

(Cross-sectional)

469 HCPs

Psychological distress

GHQ-28

D Ji et al. [16]

Sierra Leone (Ebola)

Concurrent

(Longitudinal)

161 (59 local medical staff; 21 local logistic staff; 22 local medical students; 41 Chinese medical staff and 18 Ebola survivors)

Psychological symptoms (Global severity index, obsession-compulsion)

SCL-90-R

JS Kim and JS Choi [17]

South Korea (MERS)

Concurrent

(Cross-sectional)

215 nurses from emergency department (119 MERS-exposed nurses and 96 MERS non-exposed nurses)

Burnout

Job stress

OLBI

Parker and DeCotiis scale

D Koh et al. [18]

Singapore (SARS)

Concurrent

(Cross-sectional)

10,511 HCPs

PTSD

IES

WJ Lancee et al. [19]

Canada (SARS)

Long

(Cross-sectional)

139 HWCs

Axis I diagnosis excluding the psychosis and PTSD

PTSD

Burnout (Emotional exhaustion)

SCID

CAPS and IES

MBI-EE

AM Lee et al. [20]

Hong Kong (SARS)

Concurrent

Long

(Longitudinal)

79 SARS patients (49 non–HCPs and 30 HCPS)

96 SARS survivors (63

non–HCPs and 33 HCPS)

Perceived Stress

Perceived Stress

Anxiety and Depression

PTSD

Psychological Distress

PSS-10

PSS-10

Subscales of DASS-21

IES-R

GHQ-12

SM Lee et al. [21]

South Korea (MERS)

Concurrent

(Longitudinal)

358 hospital staff (185 doing MERS-related tasks and 173 not doing MERS-related tasks)

PTSD

IES-R

M Lehmann et al. [22]

Germany (Ebola)

Concurrent

(Cross-sectional)

86 (42 internal medicine staff; 32 Ebola patient treatment staff and 12 research laboratory staff)

Health-related quality of life Generalized anxiety disorder; Depression

Fatigue

SF-12

GAD-7

Depression module of the PHQ-9

Fatigue subscale of the FACIT

L Li et al. [23]

Liberia (Ebola)

Concurrent2

(Cross-sectional)

52 HCPs

Psychological health (Obsessive compulsive symptoms)

SCL-90-R (obsessive-compulsive dimension)

CY Lin et al. [24]

Taiwan (SARS)

Concurrent3

(Cross-sectional)

92 HCPs (66 emergency department staff and 26 psychiatric ward staff)

PTSD

Psychiatric morbidity

DTS-C

CHQ-12

X Liu et al. [25]

China (SARS)

Long

(Cross-sectional)

549 hospital workers

Depressive symptoms

PTS symptoms

CES-D

IES-R

YC Lu et al. [26]

Taiwan (SARS)

Concurrent

(Cross-sectional)

127 HCPs (24 physicians, 49 nurses and 54 other HCPs)

Psychiatric morbidity

CHQ

FW Lung et al. [27]

Taiwan (SARS)

Concurrent

Long

(Longitudinal)

127 HCPs (24 physicians, 49 nurses and 54 otherHCPs)

(this is a follow-up of Lu et al., 2006)

Psychiatric morbidity

CHQ

IWC Mak et al. [28]

Hong Kong

(SARS)

Long

(Cross-sectional)

90 SARS survivors among which 27 HCPs and 63 non-HCPs

PTSD

IES-R

Z Marjanovic et al. [29]

Canada (SARS)

Concurrent

(Cross-sectional)

333 nurses

Burnout (Emotional exhaustion) state anger

MBI-EE

STAXI

K Matsuishi et al. [30]

Japan (H1N1)

Concurrent4

(Cross-sectional)

1625 hospital staff (218 medical doctors, 864 nurses, and 543 others)

PTSD

IES

R Maunder [31]

Canada (SARS)

Concurrent

(Cross-sectional)

1557 HCPs (430 nurses)

PTSD

IES

RG Maunder et al. [32]

Canada (SARS)

Long

(Longitudinal)

Survey A: 769 HCPs (587 SARS exposed HCPs and 182 SARS non exposed HCPs)

Survey B: 187 HCPs

PTSD

Burnout (emotional Exhaustion)

Maladaptative coping;

IES

MBI-EE

WCQ – (escape-avoidance, self-blame, confrontative coping subscales)

GM McAlonan et al. [33]

Hong Kong (SARS)

Concurrent

Long

(Longitudinal)

176 HCPs (106 high risk HCPs and 70 low risk HCPs)

184 HCPs (71 high risk HCPs and 113 low risk HCPs)

Perceived stress

Anxiety, depression and stress

PTS symptoms

PSS-10

DASS-21

IES-R

LA Nickell et al. [34]

Canada (SARS)

Concurrent

(Cross-sectional)

510 HCPs

emotional distress

GHQ-12

JS Park et al. [35]

South Korea (MERS)

Concurrent

(Cross-sectional)

187 nurses

Mental health

Perceived stress

SF-36 form (mental health subscale)

PSS-10

DH Phua et al. [36]

Singapore (SARS)

Long

(Cross-sectional)

96 HCPs (38 doctors and 58 nurses)

(from the method looks like the same sample as Tham et al. (2004). However, this is not stated in the study.)

psychiatric morbidity

PTSD (psychological reactions)

Coping strategies

GHQ-28

IES

COPE

E Poon et al. [37]

Hong Kong (SARS)

Concurrent

(Cross-sectional)

1926 hospital staff (534 high risk hospital staff and 1392 low risk hospital staff)

Burnout (emotional exhaustion)

Anxiety

MBI-EE

C-STAI

K Sim et al. [38]

Singapore (SARS)

Concurrent5

(Cross-sectional)

277 HCPs (97 high risk HCPs and 180 low risk HCPs)

PTS symptoms

Psychiatric morbidity

Coping

IES-R

GHQ-28

Brief COPE questionnaire

H Son et al. [39]

South Korea (MERS)

Concurrent

(Cross-sectional)

280 hospital staff (153 HCPs and 127 non-HCPs)

Coping ability

PTSD

K-CD-RISC

IES-RK

R Styra et al. [40]

Canada (SARS)

Concurrent

(Cross-sectional)

248 HCPs (160 high risk HCPs and 88 low risk HCPs)

PTS symptoms

IES-R

T-P Su et al. [41]

Taiwan/ SARS

Concurrent

(Longitudinal)

102 nurses (70 nurses from SARS units and 32 nurses from non-SARS units)

Anxiety

Depression

PTS symptoms

Sleep disturbance (insomnia)

STAI

BDI

DTS-C

DSM IV and PSQI

H Sun and X Ren [42]

China (SARS)

Concurrent

(Cross-sectional)

73 HCPs (35 infected HCPs and 38 uninfected HCPs)

Mental health

SCL-90 Chinese version

CW Tam et al. [43]

Hong Kong (SARS)

Concurrent

(Cross-sectional)

Study design

Psychological morbidty

GHQ-12 Chinese version

KY Tham et al. [44]

Singapore (SARS)

Long

(Cross-sectional)

Cross-sectional2b

Psychiatry morbidity

PTS symptoms

GHQ-28

IES

S Verma et al. [45]

Singapore (SARS)

Concurrent6

(Cross-sectional)

Cross-sectional2b

Psychological distress

PTS symptoms

GHQ-28

IES

TW Wong et al. [46]

Hong Kong (SARS)

Concurrent7

(Cross-sectional)

Cross-sectional2b

Coping strategies

Brief COPE questionnaire

P Wu et al. [47]

China (SARS)

Long

Longitudinal1b

PTS symptoms

IES-R

H Xiao et al. [48]

China (COVID-19)

Concurrent

(Cross-sectional)

Cross-sectional2b

Anxiety

Sleep (quality)

Stress

SAS

PSQI

SASR

Intervention Studies

Author (year)

Sample size

Country

Cross-sectional2b

Brief description of intervention

Impact on Mental Health (yes/no)

Which MH outcome?

Format of intervention

Timing of intervention

R Chen et al. [49]

116

Taiwan

Cross-sectional2b

SARS prevention programme (based on information provided by WHO and CDC): In-service training, manpower allocation, gathering sufficient protective equipment, and establishment of a mental health team for patients and professionals

yes

Anxiety

Depression

Sleep quality

No information

Before first patient with SARS was seen

R Marrs et al. [50]

31

USA

Longitudinal1b

High consequence infectious diseases training using interprofessional simulation and TeamSTEPPS (based on Jeffries Simulation Theory): simulation of real life events such as patients vomiting, bleeding, having diarrhea, or respirator battery dying when caring for patients with a highly infectious disease

yes

State anxiety

2 computerised simulation sessions including interprofessional TeamSTEPPS training

Before disease outbreak

RG Maunder et al. [51]

158

Canada

Cross-sectional2b

Computer-assisted resilience training (interactive reflective exercises)

yes

Coping strategies: problem-solving and seeking support

Computer-assisted interactive reflective exercises of varying length: 1.75 h, 3 h and 4.5 h

Before disease outbreak

M Sijbrandij et al. [52]

408

Sierra Leone

Cross-sectional2b

One-day PFA training: (1) explaining important terms (mental health, mental disorder, psychosocial support and psychosocial disorder); (2) understanding reactions to traumatic and stressful events; (3) understanding PFA; (4) understanding sources and signs of stress; (5) self-care; (6) providing PFA-prepare for your role, look, listen and link; (7) ending your assistance; (8) practicing PFA with role-play

no

Professional quality of life: burnout and compassion fatigue

One-day training

Acute aftermath of disease outbreak

S Waterman et al. [53]

3273

Sierra Leone

Cross-sectional2a

CBT–based group intervention for HCPs with MH symptoms. Phase 1: PFA (discussion of challenges linked with work and the impact of this, ways of coping, and their achievements). Phase 2: Psychoeducation: information about a specific mental health problem and discussion of coping strategies based on behavioural and cognitive approaches (self-help). Phase 3: group CBT: behavioural activation, decreasing avoidance, problem solving, and coping with anxiety.

yes

PTSD, depression, anxiety, sleep, perceived stress, anger, relationship problems

Stepped intervention: 2-h workshop on psychological first aid + 2-h workshop on psychoeducation + 6 weekly sessions of brief CBT group programme

Towards the end of disease outbreak

Reviews

First author (year)

Disease outbreak

Sample

Design

Mental health outcomes

SK Brooks et al. [6]

SARS

HCPs

Cross-sectional

Psychological wellbeing; perceived stress; work/job-related stress; overall and emotional distress; panic; anxiety; PTSD; fatigue; sleep; health worries; fear of social contact; health fear; social isolation; depression; acute stress disorder; alcohol intake; anger; concerns for personal or family health; psychological support; social support; neurosis; stigmatisation; adjustment disorder; resilience; coping (including avoidance behaviour); burnout (including emotional exhaustion).

PJ Gardner and P Moallef [54]

SARS

SARS survivors, including HCPs

Cross-sectional

Psychotic symptomatology; fear of survival; fear of infecting others; perceived stigmatisation; quality of life; psychological/emotional distress; PTSD

M Kunin et al. [1]

SARS; H1N1

GPs

Cross-sectional

Psychological distress; anxiety; PTSD

KJ Vyas et al. [5]

SARS; H1N1

HCPs

Cross-sectionnal

Psychological distress; insomnia; alcohol/drug misuse; PTSD; depression; anxiety.

  1. Note. All studies followed by these symbols were included in the review with the same symbol. Concurrent = during the outbreak; Long = reported in study as 6 months or longer after the outbreak; A-H1N1/H1N1 = influenza pandemic; BSI Beck Depression Inventory; CD-RISC The Connor-Davidson Resilience Scale; CAPS The Clinician-Administered PTSD Scale; CBT Cognitive behavioural therapy; CDC Centers for Disease Control; CES-D The Center for Epidemiologic Studies Depression Scale; CHQ Chinese Health Questionnaire; CIES-R Chinese version of Impact of Events Scale – Revised; COPE Coping Orientation to Problems Experienced; COVID-19 Coronavirus disease; C-STAI Chinese version of the State-Trait Anxiety Inventory; DASS-21 21-item Depression Anxiety Stress Scales; DSM-IV Diagnostic and. Statistical Manual of Mental Disorders, version IV; DTS-C Davidson Trauma Scale Chinese version; FACIT Functional Assessment of Chronic Illness Therapy; GAD-7 Generalised Anxiety Disorder Scale; GHQ-12 General Health Questionnaire-12; GHQ-28 General Health Questionnaire-28; GPs General practitioners; HIV Human immunodeficiency viruses; IES Impact of Events Scale; IES-R Impact of Events Scale-Revised; IES-RK Impact of Event Scale-Revised-Korean version; K-CD-RICS Korean version of the Connor-Davidson Resilience Scale; MBI-EE Maslach Burnout Inventory – Emotional Exhaustion; MERS Middle East Respiratory Syndrome; MOS SF-36 Medical Outcome Study Short-Form 36 Survey; HCPs Healthcare professionals; OLBI Oldenburg Burnout Inventory; PHQ-9 Patient Health Questionnaire-9; PFA Psychological First Aid; PSS-10 10-Item Perceived Stress Scale; PSQI Pittsburgh Sleep Quality Index; PTS Posttraumatic stress; PTSD Posttraumatic stress disorder; RCT Randomized Controlled Trial; TCMPs Traditional Chinese Medical Practitioners; SAS Self-Rating Anxiety Scale; SASR Severe Acute Respiratory Syndrome; SARS NSQ SARS Nurses’ Survey Questionnaire; SCL-90 Symptom checklist; SCL-90-R Symptom Checklist-90-Revised; SCID Structured Clinical Interview; SF-12 12-Item Short Form Health Survey; SF-36 36-Item Short Form Health Survey; STAI State-Trait Anxiety Inventory; STAXI State-Trait Anger Expression Inventory; WCQ Ways of Coping Questionnaire; WHO World Health Organization
  2. 1According to authors [Chua et al., 2004], “data were collected between March and May 2004” (p.97) occurring one year after the SARS outbreak. However, retrospective information was collected.
  3. 2According to authors [Li et al., 2015], participants “were enrolled from March 1 to 10, 2015” (p.2). Please note that the Liberia outbreak was declared over by May 2015 (source = https://www.cdc.gov/about/ebola/timeline.html).
  4. 3According to authors [Lin et al., 2007], « Taiwan was “a SARS-affected area” from 30 April to 5 July 2003″ (p.12). Data collection “began on 5 August and ended on 11 August 2003” (p.13).
  5. 4According to authors [Matsuishi et al., 2012], data was collected “approximately 1 month after the peak of the H1N1 outbreak in Kobe City” (p.355).
  6. 5According to authors [Sim et al., 2004], “although Singapore was removed from the list of areas with recent local transmission by the World Health Organization on May 31, 2003, the operation of the fever tents at the polyclinics was not terminated until August 1, 2003. […] (T)he study instrument was distributed to the medical staff at the beginning of the week in mid-July 2003” (p.1121).
  7. 6According to authors [Verma et al., 2004], data were collected “about 2 months after the first case of SARS was reported in Singapore” (p.744).
  8. 7According to authors [Wong et al., 2005], « data were collected from late June to early July 2003 after Hong Kong was removed by the World Health Organization from the list of areas with local transmission of SARS on 23 June 2003) (p.14).