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By defying the boundary between reality and fiction and bringing extraordinary emotions to life
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The COVID-19 pandemic has had a significant impact on mental health
with evidence suggesting an enduring mental health crisis
Studies worldwide observed increased usage of antidepressants
Our study aimed to fill this gap by investigating whether the surge in the number psychotropic drug consumers in France persisted 2 years after the first lockdown
particularly focusing on age and gender differences
We conducted a national retrospective observational study based on the French national insurance database
We retrieved all prescriptions of anxiolytics
and antidepressants dispensed in pharmacies in France for the period 2015–2022
We performed interrupted time series analyses based on Poisson models for five age classes (12–18; 19–25; 26–50; 51–75; 76 and more) to assess the trend before lockdown
the gap induced and the change in trend after
the number of consumers remained constant for antidepressants while it decreased for anxiolytics and hypnotics
a long-term increase was observed in the 12–18 and 19–25 groups for the three drug classes
the increases were more pronounced for women than men
except for hypnotics where the trends were similar
The number of people using antidepressants continues to increase more than 2 years after the first lockdown
showing a prolonged effect on mental health
This effect is particularly striking among adolescents and young adults confirming the devastating long-term impact of the pandemic on their mental health
Monthly hospital admissions for COVID-19 in France
longitudinal studies remain rare and difficult to implement
While those studies assessed psychotropic utilization until 2020 or 2021
no study has explored the evolution of psychotropic consumption in the general population after the end of the sanitary crisis
These findings suggest that the pandemic’s impact on mental health persists
data as recent as in this study were not yet analyzed for all the age classes and with an interest in gender effect
The primary objective of our study was thus to investigate whether the increase in the number of consumers of psychotropic drugs in the general population during the pandemic has been sustained 2 years avec the first year of COVID-19
The secondary objective was to assess whether changes in psychotropics differed according to age and gender
These objectives could be achieved using the French health insurance database covering the whole population
The SNDS contains comprehensive individual-level data
and medical consumption for outpatient and inpatient care
and medications dispensed at community pharmacies
it does not document drugs dispensed in hospitals
We followed the reference methodology MR-007 of the Commission nationale de l’informatique et des libertés
which provides a framework for access to data from the SNDS and the conduct of retrospective studies
The age groups are structured as follows: 12–18 for school-aged children
The analysis encompassed the overall population and was further stratified by age and sex
We first described the annual number of consumers of antidepressants
calculating the rate of consumers per 100 inhabitants based on Institut National de la Statistique et Etudes Economiques (INSEE) population data
The annual number of consumers for a drug is defined as the number of patients who receive it at least once during the year
who have had at least one dispensing of the drug in a community pharmacy
we analyzed consumption trends by examining the monthly number of individuals receiving at least one box of respectively antidepressants
To focus on the impact of lockdown, we analyzed the trend part as the monthly number of consumers. A Poisson model was used to model this count. To evaluate the differences in psychotropic drug consumption trends before and after the first lockdown, we used an interrupted time series (ITS) model, characterized by the following equation:
where \({y}_{t}\) denotes the number of individuals for month \(t, 1\le t\le 96\) (from January 2015 to December 2022), and \({\lambda }_{t}\) represents the average number of individuals for month \(t\). \({D}_{t}\) is an indicator variable that represents the post-lockdown period: it is coded 0 if \(t\) is lower than the time of lockdown \({T}_{L}\) (March 2020; t = 64), and coded 1 otherwise. The term \(\left(t-{T}_{L}\right){D}_{t}\) represents the delay in months since the first lockdown.
We presented the monthly number of patients, the estimated model, and the associated counterfactual representing the expected trend without major events like lockdowns.
In 2015, the numbers of individuals consuming antidepressants, anxiolytics, and hypnotics per 100 inhabitants were 6.5, 14.3, and 6.1, respectively. In 2022, the rate for antidepressants remained constant (6.5/100 inhabitants), while it decreased for anxiolytics and hypnotics to 13.1 and 4.5 individuals per 100 inhabitants, respectively.
The monthly number of individuals receiving antidepressants was decreasing by 0.021% (CI95 [0.0042; 0.022]) before the lockdown and saw an instant increase of 1.652% (CI95 [1.588; 1.716]) in March 2020 compared to the expected count without the lockdown (representing a difference of 33,222 individuals). After the lockdown, the number increased by 0.313% (CI95 [0.308; 0.317]) per month.
The monthly number of individuals receiving anxiolytics was decreasing by 0.094% (CI95 [0.093; 0.094]) before the lockdown, with an instant increase of 3.701% (CI95 [3.647; 3.755]) in March 2020 compared to the expected count without the lockdown (representing a difference of 114,744 individuals). After the lockdown, this number of individuals continued to decrease by 0.100% (CI95 [0.096; 0.102]) per month.
The monthly number of individuals receiving hypnotics was decreasing by 0.526% (CI95 [0.525; 0.528]) before the lockdown, with an instant increase of 4.000% (CI95 [3.911; 4.085]) in March 2020 compared to the expected count without the lockdown (representing a difference of 61,756 individuals). After the lockdown, this number of individuals continued to decrease by 0.117% (CI95 [0.111; 0.124]) every month.
For the 12–18 age group, the monthly number of individuals receiving antidepressants was multiplied by 1.007 (+ 0.651%) before the first lockdown. At the onset of the lockdown, the number of individuals was multiplied by 1.030 compared to the expected number of individuals without the appearance of the lockdown (which corresponds to a difference of 321 individuals). After the lockdown, the number of individuals was multiplied by 1.026 each month (+ 2.614%).
The increase after the lockdown was lower in other age groups, with respective monthly multiplication factors of 1.016 (+ 1.602%), 1.003 (+ 0.324%), 1.002 (+ 0.245%), and 1.002 (+ 0.202%) for the 19–25, 26–50, 51–75, and 76 + age groups.
Concerning anxiolytics, trends prior to the initial lockdown showed slight fluctuations by age group. The lockdown period saw an increase in all age groups. Post-lockdown, there was an increase in the 12–18 and 19–25 age groups, with an increase of + 0.803% and + 0.485% for the 12–18 and 19–25 groups, respectively. Other age groups experienced declines.
Evolution of monthly drug consumers from 1 January 2015 to 31 December 2022, according to age group and drug considered
Evolution of monthly drug consumers from 1 January 2015 to 31 December 2022
according to age and sex group and drug considered
the most important differences between females and males were found for the 12–18 and the 19–25 age groups
with respective increases of + 1.132% versus + 0.151% for 12–18 and + 2.171% versus + 0.121% for 19–25
For hypnotic consumption, the 12–18 age group reported the most pronounced increases with + 4.993% and + 5.117% for females and males, respectively. In the 19–25 years old group, females presented an increase of + 0.835% while males had an increase of + 0.321%. Coefficients for other age groups are closer between men and women and are presented in Table 2
where there has been a continuous rise since 2020
The important increase in antidepressant and anxiolytic use among adolescents may be related to the severity of their symptoms and/or limited access to psychiatric and psychological support
limiting non-pharmacological treatment options
A combination of these factors likely contributes to the increased difficulties experienced by women due to the pandemic
it would be important to assess whether the increase in antidepressant and anxiolytic use is associated with a decrease or increase in suicidal attempts due to more systematic treatment of mental health symptoms or more severe symptoms
The increase in demand for medical consultations likely reflects an increase in symptoms
we considered a large reference period of 5 years before the pandemic to evaluate trends in the use of psychotropic drugs
by stratifying the population by age and sex
we were able to identify more precisely the most severely affected populations
Our study has some limitations that should be considered
the results are based on treatments delivered in pharmacies and it is not possible to determine the number of treatments consumed
anxiolytics and antidepressants may have been prescribed for reasons other than anxiety or depression
we cannot generalize our results to other countries with different pandemic impacts
the statistical model used can be discussed
as it could be considered non-optimal according to the complexity of the prescription rates’ evolution over time
we do not have access to more detailed sociodemographic information
and evolutionary data at the diagnostic level
the rising antidepressant use indicates a prolonged effect on mental health
particularly striking among adolescents and young adults
anxiolytic and hypnotic consumption has also critically increased since the lockdown
highlighting the devastating pandemic’s prolonged impact on their mental health
Addressing young people’s mental health is a critical public issue and there is an urgent need to strengthen prevention
The data are available only with authorization from the French health insurance medico-administrative database
Institut National de la Statistique et Etudes Economiques
French National Institute for Statistics and Economic Studies
French health insurance medico-administrative database
The impact of the COVID-19 pandemic on first-line primary care in southeastern France: feedback on the implementation of a real-time monitoring system based on regional health insurance data
Place of death in France: impact of the first wave (March–May 2020) of the COVID-19 epidemic
depression among the general population during the COVID-19 pandemic: a systematic review and meta-analysis
Impact of COVID-19 pandemic on mental health in the general population: a systematic review
Immediate psychological responses and associated factors during the initial stage of the 2019 coronavirus disease (COVID-19) epidemic among the general population in China
Factors associated with mental health disorders among university students in France confined during the COVID-19 pandemic
The psychological impact of quarantine and how to reduce it: rapid review of the evidence
Impact of COVID-19 pandemic and lockdowns on the consumption of anxiolytics
hypnotics and antidepressants according to age groups: a French nationwide study
Long-term impact of COVID-19 on mental health among the general public: a nationwide longitudinal study in China
Mental health symptoms of university students 15 months after the onset of the COVID-19 pandemic in France
Mental health during the first year of the COVID-19 pandemic: a review and recommendations for moving forward
Psychotropic drugs consumption during 2020 COVID-19 pandemic and lockdowns: evidence of a surprising resilience of the drugs delivery system in France
Psychotropic medication use and psychiatric disorders during the COVID-19 pandemic among Danish children
Sales trends of psychotropic drugs in the COVID-19 pandemic: a national database study in Brazil
Gender differences in emotional response to the COVID-19 outbreak in Spain
Psychotropic drug purchases during the COVID-19 pandemic in Italy and their relationship with mobility restrictions
and hypnotics during the COVID-19 pandemic in Scandinavia
and consumption of psychotropic drugs during lockdown by COVID-19 according to gender and age
Effect of the COVID-19 pandemic on the psychotropic drug consumption
Trends in psychotropic drug consumption among French military personnel during the COVID-19 epidemic
Psychotropic consumption before and during COVID-19 in Asturias
Suicidality in children and adolescents: lessons to be learned from the COVID-19 crisis
Association between suicide behaviours in children and adolescents and the COVID-19 lockdown in Paris
France: a retrospective observational study
Regional differences in access to the outdoors and outdoor play of Canadian children and youth during the COVID-19 outbreak
Stress and mental health among children/adolescents
and young adults during the first COVID-19 lockdown in Switzerland
Trajectories of children and adolescents attending a psychiatric emergency unit during the COVID-19 confinements: 2020–2022 longitudinal study
Urgent care and suicidal behavior in the child and adolescent population in a psychiatric emergency department in a Spanish province during the two COVID-19 states of alarm
French administrative health care database (SNDS): the value of its enrichment
Seasonal changes and decrease of suicides and suicide attempts in France over the last 10 years
Seasonal trends in antidepressant prescribing
anxiety and self-harm in adolescents and young adults: an open cohort study using English primary care data
Briot M, Opeps O. parlementaire d`évaluation des politiques de santé. Le bon usage des médicaments psychotropes. Paris: Assemblée nationale; 2006. 500 p. (Rapport). Available from: http://www.assemblee-nationale.fr/12/rap-off/i3187.asp
Previous drug exposure in patients hospitalised for acute liver injury: a case-population study in the French National Healthcare Data System
Patient visits and prescriptions for attention-deficit/hyperactivity disorder from 2017–2021: impacts of COVID-19 pandemic in primary care
Changes in the top 25 reasons for primary care visits during the COVID-19 pandemic in a high-COVID region of Canada
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Estimating the prevalence of depression associated with healthcare use in France using administrative databases
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We acknowledge the ULR2694 Metrics and the F2RSM Psy teams for their support
This research received no specific grant from any funding agency
Fédération Régionale de Recherche en Psychiatrie Et Santé Mentale - F2RSM Psy
Chloé Saint-Dizier & Maxime Bubrovszky
ULR 2694-METRICS: Évaluation des Technologies de santé et des Pratiques médicales
Department of Methodology and Biostatistics
Mathieu Levaillant & Jean-François Hamel-Broza
U1172 - LilNCog - Lille Neuroscience & Cognition
Centre National de Ressources Et de Résilience (Cn2r) Lille-Paris
All authors read and approved the final manuscript
As this research does not involve human participants but administrative database
informed consent and ethical committee submission were not applicable to this study
All authors consent for the publication of the article
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations
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DOI: https://doi.org/10.1186/s12916-024-03496-8
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