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Mental Health Outcomes Among Italian Health Care Workers During the COVID-19 Pandemic

Educational Objective
To identify the key insights or developments described in this article
1 Credit CME
Key Points

Question  What are the mental health outcomes among Italian health care workers during the COVID-19 pandemic?

Findings  In this longitudinal cohort study of 2856 health care workers in Italy during the COVID-19 pandemic the prevalence of depression symptoms, anxiety symptoms, insomnia symptoms, and posttraumatic stress symptoms decreased among Italian health care workers 14 months after the beginning of the COVID-19 pandemic. Prolonged work with patients with COVID-19 was significantly associated with mental health outcomes, whereas quitting work as a frontline health care worker was significantly associated with decrease in mental health issues.

Meaning  These findings help to identify the potential risk factors for health care workers exposed to direct contact with patients with COVID-19 and could help inform better preventive policies regarding mental health in this particular population.

Abstract

Importance  Health care workers (HCWs) exposed to COVID-19 have high rates of mental health issues. However, longitudinal data on the evolution of mental health outcomes in HCWs are lacking.

Objective  To evaluate the mental health outcomes among Italian HCWs 14 months after the beginning of the COVID-19 pandemic.

Design, Setting, and Participants  This longitudinal cohort study collected data from March 1 to April 30, 2020 (T1) and from April 1 to May 31, 2021 (T2), from 2856 Italian HCWs aged 18 years or older who responded to an online questionnaire. Participants were also recruited via snowballing, a technique in which someone who receives the invitation to participate forwards it to his or her contacts.

Exposures  Frontline vs second-line position, job type, hospitalization for COVID-19, and colleagues or family members affected by COVID-19.

Main Outcomes and Measures  Outcomes are depression symptoms, anxiety symptoms, insomnia symptoms, and posttraumatic stress symptoms (PTSSs). Four different trajectories are described for each condition: resilient, remittent, incident, and persistent.

Results  Of the 2856 HCWs, 997 (34.9%) responded to the follow-up assessment (mean [SD] age, 42.92 [10.66] years; 816 [82.0%] female). Depression symptoms (b = −2.88; 95% CI, −4.05 to −1.71), anxiety symptoms (b = −2.01; 95% CI, −3.13 to −0.88), and PTSSs (b = −0.77; 95% CI, −1.13 to −0.42) decreased over time; insomnia symptoms increased (b = 3.05; 95% CI, 1.63-4.47). Serving as a frontline HCW at T1 was associated with decreased symptoms of depression (b = −1.04; 95% CI, −2.01 to −0.07), and hospitalization for COVID-19 was associated with increased depression symptoms (b = 5.96; 95% CI, 2.01-9.91); younger age (b = −0.36; 95% CI, −0.70 to −0.03) and serving as a frontline HCW at T1 (b = −1.04; 95% CI, −1.98 to −0.11) were associated with decreased anxiety symptoms. Male sex was associated with increase in insomnia symptoms (b = 1.46; 95% CI, 0.39-2.53). Serving as a frontline HCW at T1 (b = −0.42; 95% CI, −0.71 to −0.13) and being a physician (b = −0.52; 95% CI, −0.81 to −0.24) were associated with a decrease in PTSSs, whereas younger age (b = 0.35; 95% CI, 0.09-0.61) and male sex (b = 0.12; 95% CI, 0.01-0.22) were associated with an increase in PTSSs. Depression trajectories were 629 resilient (65.5%), 181 remittent (18.8%), 58 incident (6.0%), and 92 persistent (9.6%). Anxiety trajectories were 701 resilient (73.3%), 149 remittent (15.6%), 45 incident (4.7%), and 61 persistent (6.4%). Insomnia trajectories were 858 resilient (88.9%), 77 remittent (8.0%), 20 incident (2.1%), and 10 persistent (1.0%). The PTSS trajectories were 363 resilient (38.5%), 267 remittent (28.3%), 86 incident (9.1%), and 226 persistent (24.0%).

Conclusions and Relevance  In this cohort study, relative to the beginning of the COVID-19 pandemic, mental health among HCWs has improved. Factors associated with change in mental health outcomes could help in the design of prevention strategies for HCWs.

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Article Information

Accepted for Publication: September 30, 2021.

Published: November 24, 2021. doi:10.1001/jamanetworkopen.2021.36143

Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2021 Rossi R et al. JAMA Network Open.

Corresponding Author: Rodolfo Rossi, MD, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier 1, 00133, Rome, Italy (rudy86.rossi@gmail.com).

Author Contributions: Dr Rossi had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.

Concept and design: R. Rossi, Pacitti, A. Rossi, Di Lorenzo.

Acquisition, analysis, or interpretation of data: R. Rossi, Socci, Jannini, Pacitti, Siracusano, Di Lorenzo.

Drafting of the manuscript: R. Rossi, Pacitti, Di Lorenzo.

Critical revision of the manuscript for important intellectual content: All authors.

Statistical analysis: R. Rossi, Di Lorenzo.

Obtained funding: Pacitti, A. Rossi, Di Lorenzo.

Administrative, technical, or material support: Jannini, Pacitti, A. Rossi, Di Lorenzo.

Supervision: Pacitti, Siracusano, A. Rossi, Di Lorenzo.

Conflict of Interest Disclosures: None reported.

References
1.
Rossi  R , Socci  V , Pacitti  F ,  et al.  Mental health outcomes among frontline and second-line health care workers during the coronavirus disease 2019 (COVID-19) pandemic in Italy.   JAMA Netw Open. 2020;3(5):e2010185. doi:10.1001/jamanetworkopen.2020.10185 PubMedGoogle Scholar
2.
Rossi  R , Socci  V , Pacitti  F ,  et al.  Mental health outcomes among healthcare workers and the general population during the COVID-19 in Italy.   Front Psychol. 2020;11:608986. doi:10.3389/fpsyg.2020.608986 PubMedGoogle Scholar
3.
Marvaldi  M , Mallet  J , Dubertret  C , Moro  MR , Guessoum  SB .  Anxiety, depression, trauma-related, and sleep disorders among healthcare workers during the COVID-19 pandemic: a systematic review and meta-analysis.   Neurosci Biobehav Rev. 2021;126:252-264. doi:10.1016/j.neubiorev.2021.03.024 PubMedGoogle ScholarCrossref
4.
Luo  M , Guo  L , Yu  M , Jiang  W , Wang  H .  The psychological and mental impact of coronavirus disease 2019 (COVID-19) on medical staff and general public—a systematic review and meta-analysis.   Psychiatry Res. 2020;291:113190. doi:10.1016/j.psychres.2020.113190 PubMedGoogle Scholar
5.
Saragih  ID , Tonapa  SI , Saragih  IS ,  et al.  Global prevalence of mental health problems among healthcare workers during the Covid-19 pandemic: A systematic review and meta-analysis.   Int J Nurs Stud. 2021;121:104002. doi:10.1016/j.ijnurstu.2021.104002PubMedGoogle Scholar
6.
Dufour  M-M , Bergeron  N , Rabasa  A , Guay  S , Geoffrion  S .  Assessment of psychological distress in health-care workers during and after the first wave of COVID-19: a Canadian longitudinal study.   Can J Psychiatry. 2021;66(9):807-814. doi:10.1177/07067437211025217 PubMedGoogle ScholarCrossref
7.
Spitzer  RL , Kroenke  K , Williams  JB ; Primary Care Evaluation of Mental Disorders.  Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study: primary care evaluation of mental disorders; patient health questionnaire.   JAMA. 1999;282(18):1737-1744. doi:10.1001/jama.282.18.1737 PubMedGoogle ScholarCrossref
8.
Spitzer  RL , Kroenke  K , Williams  JBW , Löwe  B .  A brief measure for assessing generalized anxiety disorder: the GAD-7.   Arch Intern Med. 2006;166(10):1092-1097. doi:10.1001/archinte.166.10.1092 PubMedGoogle ScholarCrossref
9.
Morin  CM , Belleville  G , Bélanger  L , Ivers  H .  The Insomnia Severity Index: psychometric indicators to detect insomnia cases and evaluate treatment response.   Sleep. 2011;34(5):601-608. doi:10.1093/sleep/34.5.601 PubMedGoogle ScholarCrossref
10.
Olff  M , Bakker  A , Frewen  P ,  et al.  Screening for consequences of trauma—an update on the global collaboration on traumatic stress.   Eur J Psychotraumatol. 2020;11(1):1752504. doi:10.1080/20008198.2020.1752504 PubMedGoogle Scholar
11.
Rossi  R , Socci  V , Talevi  D ,  et al.  Trauma-spectrum symptoms among the Italian general population in the time of the COVID-19.   Eur J Psychotraumatol. 2021;12(1). doi:10.1080/20008198.2020.1855888 Google Scholar
12.
Pappa  S , Ntella  V , Giannakas  T , Giannakoulis  VG , Papoutsi  E , Katsaounou  P .  Prevalence of depression, anxiety, and insomnia among healthcare workers during the COVID-19 pandemic: a systematic review and meta-analysis.   Brain Behav Immun. 2020;88:901-907. doi:10.1016/j.bbi.2020.05.026 PubMedGoogle ScholarCrossref
13.
Rossi  R , Jannini  TB , Socci  V , Pacitti  F , Lorenzo  GD .  Stressful life events and resilience during the COVID-19 lockdown measures in Italy: association with mental health outcomes and age.   Front Psychiatry. 2021;12:635832. doi:10.3389/fpsyt.2021.635832 PubMedGoogle Scholar
14.
Sasaki  N , Asaoka  H , Kuroda  R , Tsuno  K , Imamura  K , Kawakami  N .  Sustained poor mental health among healthcare workers in COVID-19 pandemic: a longitudinal analysis of the four-wave panel survey over 8 months in Japan.   J Occup Health. 2021;63(1):e12227. doi:10.1002/1348-9585.12227 PubMedGoogle Scholar
15.
Van Steenkiste  E , Schoofs  J , Gilis  S , Messiaen  P .  Mental health impact of COVID-19 in frontline healthcare workers in a Belgian Tertiary care hospital: a prospective longitudinal study.   Acta Clin Belg. 2021;(March):1-8. doi:10.1080/17843286.2021.1903660 PubMedGoogle Scholar
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