tetano
Editor, Senior Moderator
BMC Med
. 2024 Sep 12;22(1):386.
doi: 10.1186/s12916-024-03585-8. Association of depressive symptoms with incidence and mortality rates of COVID-19 over 2 years among healthcare workers in 20 countries: multi-country serial cross-sectional study
Hiroki Asaoka[SUP] 1 [/SUP], Kazuhiro Watanabe[SUP] 2 [/SUP], Yuki Miyamoto[SUP] 3 [/SUP], Alexandra Restrepo-Henao[SUP] 4 [/SUP], Els van der Ven[SUP] 5 [/SUP], Maria Francesca Moro[SUP] 6 [/SUP], Lubna A Alnasser[SUP] 7 [/SUP], Olatunde Ayinde[SUP] 8 [/SUP], Arin A Balalian[SUP] 9 [/SUP], Armando Basagoitia[SUP] 10 [/SUP], Sol Durand-Arias[SUP] 11 [/SUP], Mehmet Eskin[SUP] 12 [/SUP], Eduardo Fernández-Jiménez[SUP] 13 14 15 [/SUP], Freytes Frey Marcela Ines[SUP] 16 [/SUP], Luis Giménez[SUP] 17 [/SUP], Hans W Hoek[SUP] 6 18 19 [/SUP], Rodrigo Ezequiel Jaldo[SUP] 20 [/SUP], Jutta Lindert[SUP] 21 [/SUP], Humberto Maldonado[SUP] 22 [/SUP], Gonzalo Martínez-Alés[SUP] 23 [/SUP], Roberto Mediavilla[SUP] 24 25 26 [/SUP], Clare McCormack[SUP] 27 [/SUP], Javier Narvaez[SUP] 28 29 [/SUP], Uta Ouali[SUP] 30 31 [/SUP], Aida Barrera-Perez[SUP] 32 [/SUP], Erwin Calgua-Guerra[SUP] 32 [/SUP], Jorge Ramírez[SUP] 33 [/SUP], Ana María Rodríguez[SUP] 34 [/SUP], Dominika Seblova[SUP] 35 [/SUP], Andrea Tenorio Correia da Silva[SUP] 36 [/SUP], Linda Valeri[SUP] 37 [/SUP], Oye Gureje[SUP] 8 [/SUP], Dinarte Ballester[SUP] 38 [/SUP], Mauro Giovanni Carta[SUP] 39 [/SUP], Anna Isahakyan[SUP] 40 [/SUP], Amira Jamoussi[SUP] 31 41 [/SUP], Jana Seblova[SUP] 35 [/SUP], Maria Teresa Solis-Soto[SUP] 42 [/SUP], Ruben Alvarado[SUP] 43 [/SUP], Ezra Susser[SUP] 44 45 [/SUP], Franco Mascayano[SUP] 6 45 [/SUP], Daisuke Nishi[SUP] 46 [/SUP]; HEROES group
Affiliations
Background: Long-term deterioration in the mental health of healthcare workers (HCWs) has been reported during and after the COVID-19 pandemic. Determining the impact of COVID-19 incidence and mortality rates on the mental health of HCWs is essential to prepare for potential new pandemics. This study aimed to investigate the association of COVID-19 incidence and mortality rates with depressive symptoms over 2 years among HCWs in 20 countries during and after the COVID-19 pandemic.
Methods: This was a multi-country serial cross-sectional study using data from the first and second survey waves of the COVID-19 HEalth caRe wOrkErS (HEROES) global study. The HEROES study prospectively collected data from HCWs at various health facilities. The target population included HCWs with both clinical and non-clinical roles. In most countries, healthcare centers were recruited based on convenience sampling. As an independent variable, daily COVID-19 incidence and mortality rates were calculated using confirmed cases and deaths reported by Johns Hopkins University. These rates represent the average for the 7 days preceding the participants' response date. The primary outcome was depressive symptoms, assessed by the Patient Health Questionnaire-9. A multilevel linear mixed model (LMM) was conducted to investigate the association of depressive symptoms with the average incidence and mortality rates.
Results: A total of 32,223 responses from the participants who responded to all measures used in this study on either the first or second survey, and on both the first and second surveys in 20 countries were included in the analysis. The mean age was 40.1 (SD = 11.1), and 23,619 responses (73.3%) were from females. The 9323 responses (28.9%) were nurses and 9119 (28.3%) were physicians. LMM showed that the incidence rate was significantly and positively associated with depressive symptoms (coefficient = 0.008, standard error 0.003, p = 0.003). The mortality rate was significantly and positively associated with depressive symptoms (coefficient = 0.049, se = 0.020, p = 0.017).
Conclusions: This is the first study to show an association between COVID-19 incidence and mortality rates with depressive symptoms among HCWs during the first 2 years of the outbreak in multiple countries. This study's findings indicate that additional mental health support for HCWs was needed when the COVID-19 incidence and mortality rates increase during and after the early phase of the pandemic, and these findings may apply to future pandemics.
Trial registration: Clinicaltrials.gov, NCT04352634.
Keywords: COVID-19; Depressive symptoms; Healthcare worker; Incidence rate; Mortality rate; Multi-country study; Serial cross-sectional study.
. 2024 Sep 12;22(1):386.
doi: 10.1186/s12916-024-03585-8. Association of depressive symptoms with incidence and mortality rates of COVID-19 over 2 years among healthcare workers in 20 countries: multi-country serial cross-sectional study
Hiroki Asaoka[SUP] 1 [/SUP], Kazuhiro Watanabe[SUP] 2 [/SUP], Yuki Miyamoto[SUP] 3 [/SUP], Alexandra Restrepo-Henao[SUP] 4 [/SUP], Els van der Ven[SUP] 5 [/SUP], Maria Francesca Moro[SUP] 6 [/SUP], Lubna A Alnasser[SUP] 7 [/SUP], Olatunde Ayinde[SUP] 8 [/SUP], Arin A Balalian[SUP] 9 [/SUP], Armando Basagoitia[SUP] 10 [/SUP], Sol Durand-Arias[SUP] 11 [/SUP], Mehmet Eskin[SUP] 12 [/SUP], Eduardo Fernández-Jiménez[SUP] 13 14 15 [/SUP], Freytes Frey Marcela Ines[SUP] 16 [/SUP], Luis Giménez[SUP] 17 [/SUP], Hans W Hoek[SUP] 6 18 19 [/SUP], Rodrigo Ezequiel Jaldo[SUP] 20 [/SUP], Jutta Lindert[SUP] 21 [/SUP], Humberto Maldonado[SUP] 22 [/SUP], Gonzalo Martínez-Alés[SUP] 23 [/SUP], Roberto Mediavilla[SUP] 24 25 26 [/SUP], Clare McCormack[SUP] 27 [/SUP], Javier Narvaez[SUP] 28 29 [/SUP], Uta Ouali[SUP] 30 31 [/SUP], Aida Barrera-Perez[SUP] 32 [/SUP], Erwin Calgua-Guerra[SUP] 32 [/SUP], Jorge Ramírez[SUP] 33 [/SUP], Ana María Rodríguez[SUP] 34 [/SUP], Dominika Seblova[SUP] 35 [/SUP], Andrea Tenorio Correia da Silva[SUP] 36 [/SUP], Linda Valeri[SUP] 37 [/SUP], Oye Gureje[SUP] 8 [/SUP], Dinarte Ballester[SUP] 38 [/SUP], Mauro Giovanni Carta[SUP] 39 [/SUP], Anna Isahakyan[SUP] 40 [/SUP], Amira Jamoussi[SUP] 31 41 [/SUP], Jana Seblova[SUP] 35 [/SUP], Maria Teresa Solis-Soto[SUP] 42 [/SUP], Ruben Alvarado[SUP] 43 [/SUP], Ezra Susser[SUP] 44 45 [/SUP], Franco Mascayano[SUP] 6 45 [/SUP], Daisuke Nishi[SUP] 46 [/SUP]; HEROES group
Affiliations
- PMID: 39267052
- PMCID: PMC11395223
- DOI: 10.1186/s12916-024-03585-8
Background: Long-term deterioration in the mental health of healthcare workers (HCWs) has been reported during and after the COVID-19 pandemic. Determining the impact of COVID-19 incidence and mortality rates on the mental health of HCWs is essential to prepare for potential new pandemics. This study aimed to investigate the association of COVID-19 incidence and mortality rates with depressive symptoms over 2 years among HCWs in 20 countries during and after the COVID-19 pandemic.
Methods: This was a multi-country serial cross-sectional study using data from the first and second survey waves of the COVID-19 HEalth caRe wOrkErS (HEROES) global study. The HEROES study prospectively collected data from HCWs at various health facilities. The target population included HCWs with both clinical and non-clinical roles. In most countries, healthcare centers were recruited based on convenience sampling. As an independent variable, daily COVID-19 incidence and mortality rates were calculated using confirmed cases and deaths reported by Johns Hopkins University. These rates represent the average for the 7 days preceding the participants' response date. The primary outcome was depressive symptoms, assessed by the Patient Health Questionnaire-9. A multilevel linear mixed model (LMM) was conducted to investigate the association of depressive symptoms with the average incidence and mortality rates.
Results: A total of 32,223 responses from the participants who responded to all measures used in this study on either the first or second survey, and on both the first and second surveys in 20 countries were included in the analysis. The mean age was 40.1 (SD = 11.1), and 23,619 responses (73.3%) were from females. The 9323 responses (28.9%) were nurses and 9119 (28.3%) were physicians. LMM showed that the incidence rate was significantly and positively associated with depressive symptoms (coefficient = 0.008, standard error 0.003, p = 0.003). The mortality rate was significantly and positively associated with depressive symptoms (coefficient = 0.049, se = 0.020, p = 0.017).
Conclusions: This is the first study to show an association between COVID-19 incidence and mortality rates with depressive symptoms among HCWs during the first 2 years of the outbreak in multiple countries. This study's findings indicate that additional mental health support for HCWs was needed when the COVID-19 incidence and mortality rates increase during and after the early phase of the pandemic, and these findings may apply to future pandemics.
Trial registration: Clinicaltrials.gov, NCT04352634.
Keywords: COVID-19; Depressive symptoms; Healthcare worker; Incidence rate; Mortality rate; Multi-country study; Serial cross-sectional study.