Abstract
Detailed information on the effects of the coronavirus disease 2019 pandemic on large public health systems is lacking. Here we describe the overall functioning of a regional network comprising 58 community mental health centres, which covers a catchment area of approximately 10 million people. We employed a registry-based approach to summarize descriptive information on demographic and clinical data retrieved from all community mental health centres over a 2-year period, grouped according to the provinces of Lombardy in Italy. We then described the progression of all subtypes of remote versus in-person consultations across provinces after the onset of the pandemic and calculated remote/face-to-face service delivery ratios according to gender, age and main diagnosis. Compared with the previous year, the largest drop in outpatient contacts was recorded in provinces that were most affected by the early impact of the viral outbreak, peaking in March and May 2020 (−21.89% and −16.86%, respectively). A progressive increase in telepsychiatry interventions was observed diffusely, reaching a peak of almost one every four consultations. Remote/face-to-face ratios were significantly higher in females across all age and diagnostic subgroups, in patients from lower age groups and with diagnoses of eating and obsessive–compulsive disorders. Our study is the first to describe the impact of the pandemic on a large public mental health system. Future research on the service uptake and cost-effectiveness of blended remote delivery should be tailored to service users of different age groups and clinical diagnoses to optimize the organization of services.
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Data availability
Raw de-identified mental health care data from the central regional system are available upon reasonable request by writing to the corresponding author, after approval of Struttura Salute Mentale, Dipendenze, Disabilità e Sanità Penitenziaria, Regione Lombardia, Italy. Raw geographical packages (including shape files) can be retrieved from https://www.geoportale.regione.lombardia.it/download-dati. Population density data can be retrieved from https://www.asr-lombardia.it/asrlomb/it/14017comuni-superficie-territoriale-popolazione-residente-media-e-densit%C3%A0-media-al-3112-italia. Regional COVID-19 epidemic data can be retrieved from https://www.epicentro.iss.it/coronavirus/bollettino/Bolletino-sorveglianza-integrata-COVID-19_21-luglio-2020_appendix.pdf. Crude mortality rate variations can be retrieved from the following National Institute of Statistics (ISTAT) web portals: https://public.tableau.com/app/profile/istat.istituto.nazionale.di.statistica/viz/Andamentodeidecessi2015-2022_mar/Andamentodeidecessi?publish=yes and https://www.istat.it/it/files/2020/05/Istat-ISS_-eng.pdf. Environmental air quality data can be retrieved from https://www.eea.europa.eu/themes/air/urban-air-quality/european-city-air-quality-viewer.
References
Coronavirus disease (COVID-19) pandemic. World Health Organization https://www.who.int/emergencies/diseases/novel-coronavirus-2019 (2023).
Gates, B. Responding to Covid-19—a once-in-a-century pandemic? N. Engl. J. Med. 382, 1677–1679 (2020).
Brooks, S. K. et al. The psychological impact of quarantine and how to reduce it: rapid review of the evidence. Lancet 395, 912–920 (2020).
Galea, S., Merchant, R. M. & Lurie, N. The mental health consequences of COVID-19 and physical distancing: the need for prevention and early intervention. JAMA Intern. Med. 180, 817–818 (2020).
Yao, H., Chen, J.-H. & Xu, Y.-F. Patients with mental health disorders in the COVID-19 epidemic. Lancet Psychiat. 7, e21 (2020).
Pfefferbaum, B. & North, C. S. Mental health and the Covid-19 pandemic. N. Engl. J. Med. 383, 510–512 (2020).
Moreno, C. et al. How mental health care should change as a consequence of the COVID-19 pandemic. Lancet Psychiat. 7, 813–824 (2020).
D’Agostino, A., Demartini, B., Cavallotti, S. & Gambini, O. Mental health services in Italy during the COVID-19 outbreak. Lancet Psychiat. 7, 385–387 (2020).
Smith, K., Ostinelli, E., Macdonald, O. & Cipriani, A. COVID-19 and telepsychiatry: development of evidence-based guidance for clinicians. JMIR Ment. Health 7, e21108 (2020).
Mishkind, M. C. et al. Rapid conversion to telemental health services in response to COVID-19: experiences of two outpatient mental health clinics. Telemed. J. e-Health 27, 778–784 (2021).
Modi, C., Böhm, V., Ferraro, S., Stein, G. & Seljak, U. Estimating COVID-19 mortality in Italy early in the COVID-19 pandemic. Nat. Commun. 12, 2729 (2021).
Stein, H. C. et al. Pre/post comparison study of emergency mental health visits during the COVID-19 lockdown in Lombardy, Italy. Psychiatry Clin. Neurosci. 74, 605–607 (2021).
Clerici, M. et al. Psychiatric hospitalization rates in Italy before and during COVID-19: did they change? An analysis of register data. Ir. J. Psychol. Med. 37, 283–290 (2020).
Ostinelli, E. G. et al. The reMAP project: a retrospective, 15-year register study on inpatient care for youth with mental disorders. Early Interv. Psychiatry 14, 705–713 (2020).
Epidemia COVID-19. Istituto Superiore di Sanità https://www.epicentro.iss.it/coronavirus/bollettino/Bolletino-sorveglianza-integrata-COVID-19_21-luglio-2020_appendix.pdf (2022).
Andamento dei decessi in Italia 2015-2022. Istat https://public.tableau.com/app/profile/istat.istituto.nazionale.di.statistica/viz/Andamentodeidecessi2015-2022_mar/Andamentodeidecessi?publish=yes (2023).
Impact of the COVID-19 epidemic on the total mortality of the resident population in the first quarter of 2020. Istat https://www.istat.it/it/files/2020/05/Istat-ISS_-eng.pdf (2023).
Hamidi, S., Sabouri, S. & Ewing, R. Does density aggravate the COVID-19 pandemic? J. Am. Plan. Assoc. 86, 495–509 (2020).
Pascoal, R. & Rocha, H. Population density impact on COVID-19 mortality rate: a multifractal analysis using French data. Phys. A 593, 126979 (2022).
Cereda, D. et al. The early phase of the COVID-19 epidemic in Lombardy, Italy. Epidemics 37, 100528 (2021).
Tebala, D. & Tebala, G. D. Calculation and internal validation of a new synthetic and autocorrelate index to combine the determinants of health of a population. Arch Public Health 79, 65 (2021).
European city air quality viewer. European Environment Agency https://www.eea.europa.eu/themes/air/urban-air-quality/european-city-air-quality-viewer (2023).
Bhaskar, A. et al. A literature review of the effects of air pollution on COVID-19 health outcomes worldwide: statistical challenges and data visualization. Annu. Rev. Public Health 44, 1–20 (2023).
Magon, A. & Caruso, R. Addressing a potential crisis in the Italian National Health System. Lancet 401, 1262–1263 (2023).
Neria, Y., Nandi, A. & Galea, S. Post-traumatic stress disorder following disasters: a systematic review. Psychol. Med. 38, 467–480 (2008).
Tracy, M., Norris, F. H. & Galea, S. Differences in the determinants of posttraumatic stress disorder and depression after a mass traumatic event. Depress. Anxiety 28, 666–675 (2011).
Czeisler, M. É. et al. Delay or avoidance of medical care because of COVID-19-related concerns—United States, June 2020. Morb. Mortal. Wkly Rep. 69, 1250–1257 (2020).
Kolar, D. Psychiatric emergency services and non-acute psychiatric services utilization during COVID-19 pandemic. Eur. Arch Psychiatry Clin. Neurosci. 271, 391–392 (2021).
Goldenberg, M. N. & Parwani, V. Psychiatric emergency department volume during Covid-19 pandemic. Am. J. Emerg. Med. 41, 233–234 (2020).
Bojdani, E. et al. COVID-19 pandemic: impact on psychiatric care in the United States. Psychiatry Res. 289, 113069 (2020).
Kølbæk, P., Nørremark, B. & Østergaard, S. D. Forty percent reduction in referrals to psychiatric services during the COVID-19 pandemic. Psychother. Psychosom. 90, 67–68 (2020).
Hoyer, C. et al. Decreased utilization of mental health emergency service during the COVID-19 pandemic. Eur. Arch Psychiatry Clin. Neurosci. 271, 377–379 (2020).
Istruzioni operative per le attività dei dipartimenti di salute mentale in corso di emergenza coronavirus. Società italiana di epidemiologia psichiatrica https://siep.it/wp-content/uploads/2020/03/istruzioni-operative-siep-30-03-2020.pdf (2022).
Raccomandazioni sulle attività e misure di contrasto e contenimento del virus SARS-COV-19. Società italiana di psichiatria https://www.evidence-based-psychiatric-care.org/wp-content/uploads/2020/04/SARS-COV-19_Suppl_Speciale_Rivista_SIP_ita.pdf.pdf (2022).
Ghio, L., Patti, S., Piccinini, G. & Vaggi, M. Telepsychiatry after COVID-19 crisis: a new opportunity for Mental Health in Italy. Evid. Based Psychiatric Care 6, 172–182 (2020).
Gentry, M. T. et al. Clinician satisfaction with rapid adoption and implementation of telehealth services during the COVID-19 pandemic. Telemed. e-Health 27, 1385–1392 (2021).
Li, H. et al. Transition of mental health service delivery to telepsychiatry in response to COVID-19: a literature review. Psychiatr. Q. 93, 181–197 (2022).
Mazziotti, R. & Rutigliano, G. Tele-mental health for reaching out to patients in a time of pandemic: provider survey and meta-analysis of patient satisfaction. JMIR Ment. Health. 8, e26187 (2021).
Barbui, C., Papola, D. & Saraceno, B. Forty years without mental hospitals in Italy. Int. J. Ment. Health Syst. 31, 12–43 (2018).
Starace, F., Mungai, F. & Barbui, C. Does mental health staffing level affect antipsychotic prescribing? Analysis of Italian national statistics. PLoS ONE 13, e0193216 (2018).
Torous, J. & Wykes, T. Opportunities from the coronavirus disease 2019 pandemic for transforming psychiatric care with telehealth. JAMA Psychiatry 77, 1205–1206 (2020).
Escoffery, C. Gender similarities and differences for e-Health behaviors among U.S. adults. Telemed. e-Health. 24, 335–343 (2018).
Reed, M. E. et al. Patient characteristics associated with choosing a telemedicine visit vs office visit with the same primary care clinicians. JAMA Netw. Open 3, e205873 (2020).
Hong, J. et al. Impact of COVID-19 on telepsychiatry at the service and individual patient level across two UK NHS mental health trusts. Evid. Based Ment. Health 24, 161–166 (2021).
Kinoshita, S. et al. Changes in telepsychiatry regulations during the COVID-19 pandemic: 17 countries and regions’ approaches to an evolving healthcare landscape. Psychol. Med. 52, 2606–2613 (2022).
Anagrafe dei Dipartimenti di Salute Mentale (DSM). Ministero della Salute https://www.salute.gov.it/portale/documentazione/p6_2_8_1_1.jsp?lingua=italiano&id=29 (2023).
Comuni, superficie territoriale, popolazione residente media e densità media al 31/12/2020 in Italia, Lombardia e province lombarde. ASR Lombardia https://www.asr-lombardia.it/asrlomb/it/14017comuni-superficie-territoriale-popolazione-residente-media-e-densit%C3%A0-media-al-3112-italia (2023).
Acknowledgements
We thank all members of the Società Italiana di Psichiatria–Sezione Regionale Lombarda (SIP.Lo) and V. Cuman of the Azienda Regionale per l’Innovazione e gli Acquisti (ARIA SpA). We thank Sasha D’Ambrosio for his precious contribution to the revision of the main study figures.
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A.C., A.D’A., G.C., S.T. and V.P. contributed to the development of the study concept and design. A.D’A. and B.G. collaborated to analyse the data. A.D’A. and B.G. developed the conceptual framework of the paper. B.G. wrote the first draft of the paper and prepared the figures. A.C., B.D’O., G.C., O.G. and P.B. contributed to critical revision of the paper. V.P. and P.S. provided administrative, technical and material support. O.G. and P.B. provided supervision and mentorship. All authors contributed to the interpretation of results and approved the final version of the report. The corresponding author (A.D’A.) attests that all the listed authors meet the authorship criteria and that no others meeting the criteria have been omitted.
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Giordano, B., Cerveri, G., Tomassi, S. et al. Reshaping mental health care delivery during COVID-19: a register-based study on service response and telepsychiatry. Nat. Mental Health 1, 514–523 (2023). https://doi.org/10.1038/s44220-023-00089-x
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DOI: https://doi.org/10.1038/s44220-023-00089-x