| Literature DB >> 35896740 |
Miriam Evensen1,2, Rannveig Kaldager Hart3,4, Anna Aasen Godøy5,6, Lars Johan Hauge7, Ingunn Olea Lund8,9, Ann Kristin Skrindo Knudsen10, Maja Weemes Grøtting4, Pål Surén11, Anne Reneflot7.
Abstract
The COVID-19 pandemic and its associated restrictions may have affected children and adolescent's mental health adversely. We cast light on this question using primary and specialist consultations data for the entire population of children of age 6-19 years in Norway (N = 908 272). Our outcomes are the monthly likelihood of having a consultation or hospitalization related to mental health problems and common mental health diagnoses. We compared a pandemic (2019-2021) to a pre-pandemic (2017-2019) cohort using event study and difference-in-difference designs that separate the shock of the pandemic from linear period trends and seasonal variation. We found temporary reductions in all mental health consultations during lockdown in spring 2020. In fall 2020 and winter 2021, consultation volumes in primary care increased, stabilizing at a higher level in 2021. Consultations in specialist care increased from spring 2021. Our findings could suggest a worsening of mental health among adolescents.Entities:
Keywords: Adolescence; COVID-19; Children; Healthcare use; Mental health
Year: 2022 PMID: 35896740 PMCID: PMC9330988 DOI: 10.1007/s00787-022-02046-y
Source DB: PubMed Journal: Eur Child Adolesc Psychiatry ISSN: 1018-8827 Impact factor: 5.349
Descriptive statistics on consultations for mental health symptoms and disorders in primary and specialist healthcare and individual characteristics for Norwegian children 6–19 years old
| Pre-pandemic cohort | Pandemic cohort | |||
|---|---|---|---|---|
| Jan 2017–Feb 2018 | March 2018–Dec. 2019 | Jan 2019–Feb 2020 | March 2020–Dec. 2021 | |
| Any mental symptom or disorder | 0.89 | 1.10 | 0.96 | 1.27 |
| (0.58) | (0.73) | (0.61) | (0.75) | |
| Anxiety/depression | 0.28 | 0.42 | 0.31 | 0.46 |
| (0.37) | (0.50) | (0.39) | (0.50) | |
| Attention-deficit hyperactivity disorder | 0.18 | 0.20 | 0.19 | 0.26 |
| (0.13) | (0.12) | (0.13) | (0.15) | |
| Sleep consultations | 0.07 | 0.09 | 0.08 | 0.10 |
| (0.07) | (0.08) | (0.07) | (0.07) | |
| Consultation not related to mental disorder | 10.56 | 10.51 | 10.56 | 10.12 |
| (3.53) | (3.99) | (3.36) | (3.56) | |
| Any mental disorder | 1.57 | 1.87 | 1.60 | 1.90 |
| (0.69) | (0.83) | (0.69) | (0.98) | |
| Anxiety/depression | 0.32 | 0.52 | 0.35 | 0.56 |
| (0.21) | (0.49) | (0.25) | (0.63) | |
| Attention-deficit hyperactivity disorder | 0.63 | 0.70 | 0.63 | 0.75 |
| (0.38) | (0.40) | (0.38) | (0.42) | |
| Hospitalizations | 0.02 | 0.03 | 0.02 | 0.03 |
| (0.02) | (0.03) | (0.02) | (0.04) | |
| Age | 12.51 | 12.51 | ||
| (3.73) | (3.68) | |||
| Percent female | 49% | 49% | ||
| 930,119 | 908,272 | |||
Panels A–B show the percentage of children with at least one contact of the given type in a given month with standard deviations in parentheses. Diagnoses are based on the ICPC-2 classification of Psychological symptoms or disorders (Chapter P) for primary care and the ICD-10 classification of Mental and Behavioural Disorders (Chapter F) used for specialist care
Fig. 1Percent of children with at least one consultation for mental health problems/disorders in primary and specialist healthcare in a given month. Diagnoses are based on ICPC-2 codes for primary care and ICD-10 codes for specialist care (see Online Table A.1 for the full list of diagnostic codes). Separate calculations by age and treatment group. The shaded area indicates the full lockdown period. The x-axis refers to the measurement time for the main sample (full lines). Dashed lines refer to the comparison groups, observed from January 2017–March 2019. For the comparison sample, all measurements are made 24 months earlier
Fig. 2 Results from separate event study models for three age groups. Complete lines show coefficients and shaded areas their 95% confidence intervals. Coefficients and confidence intervals are scaled to the pre-lockdown level in the main sample (see Table 1). The outcome is the monthly propensity to have at least one consultation of the type mentioned in the panel headers. Diagnoses are based on ICPC-2 codes for primary care and ICD-10 for specialist care (see Online Table A.1). The x-axis refers to the measurement time for the main sample. For the comparison sample, all measurements are taken 24 months earlier. Models control for the duration in years, sex, municipality, month, and Easter holidays
Difference-in-difference estimates of change in the monthly probability of healthcare consultations with 95% CI
| (A) Primary healthcare | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Any mental symptom or disorder | Anxiety/depression | ADHD | Sleep disorders | All other consultations | |||||||||||||||||
| Beta | C.I. Lower | C.I. Upper | Beta | C.I. Lower | C.I. Upper | Beta | C.I. Lower | C.I. Upper | Beta | C.I. Lower | C.I. Upper | Beta | C.I. Lower | C.I. Upper | |||||||
| Age | Lockdown | − 14.9 | − 6.3 | 0.000 | − 23.7 | − 5.7 | 0.001 | − 2.4 | − 10.8 | 6.0 | 0.577 | 15.0 | 36.6 | 0.000 | − 20.0 | − 16.2 | 0.000 | ||||
| 6–12 | Summer | 7.3 | 15.7 | 0.000 | 5.3 | 22.3 | 0.001 | 5.5 | 24.5 | 0.002 | 17.1 | 36.3 | 0.000 | 3.3 | 9.9 | 0.000 | |||||
| Fall | 14.9 | 23.5 | 0.000 | 14.8 | 31.2 | 0.000 | 16.1 | 37.6 | 0.000 | 34.6 | 54.2 | 0.000 | − 9.2 | − 4.7 | 0.000 | ||||||
| 2021 | 23.3 | 30.3 | 0.000 | 29.2 | 47.3 | 0.000 | 25.5 | 41.7 | 0.000 | 32.3 | 47.8 | 0.000 | 1.0 | − 1.3 | 3.3 | 0.390 | |||||
| Age | Lockdown | − 29.7 | − 17.3 | 0.000 | − 48.2 | − 24.8 | 0.000 | − 21.6 | − 5.4 | 0.001 | − 19.3 | 10.0 | 0.536 | − 34.8 | − 29.2 | 0.000 | |||||
| 13–15 | Summer | 8.4 | 19.0 | 0.000 | 7.4 | 27.6 | 0.001 | 8.1 | − 0.2 | 16.5 | 0.055 | 16.0 | 40.0 | 0.000 | 3.0 | 8.9 | 0.000 | ||||
| Fall | 23.1 | 37.7 | 0.000 | 27.6 | 57.0 | 0.000 | 17.3 | 33.9 | 0.000 | 36.3 | 63.7 | 0.000 | 0.1 | − 3.2 | 3.4 | 0.942 | |||||
| 2021 | 31.6 | 45.4 | 0.000 | 39.4 | 65.4 | 0.000 | 18.0 | 30.8 | 0.000 | 23.9 | 47.1 | 0.000 | 1.8 | 8.6 | 0.003 | ||||||
| Age | Lockdown | − 34.0 | − 26.7 | 0.000 | − 41.6 | − 30.4 | 0.000 | − 23.5 | − 11.8 | 0.000 | − 36.4 | − 23.1 | 0.000 | − 45.2 | − 39.1 | 0.000 | |||||
| 16–19 | Summer | − 9.9 | − 1.9 | 0.003 | − 14.8 | − 3.0 | 0.003 | 2.6 | − 3.6 | 8.9 | 0.408 | − 18.8 | − 7.4 | 0.000 | − 12.7 | − 7.7 | 0.000 | ||||
| Fall | − 14.2 | − 6.7 | 0.000 | − 19.8 | − 9.6 | 0.000 | 3.3 | 16.4 | 0.003 | − 24.2 | − 10.1 | 0.000 | − 26.6 | − 21.5 | 0.000 | ||||||
| 2021 | 0.1 | − 3.2 | 3.4 | 0.968 | − 2.6 | − 7.1 | 1.9 | 0.261 | 17.9 | 28.9 | 0.000 | − 21.5 | − 10.7 | 0.000 | − 14.8 | − 9.0 | 0.000 | ||||
N person-months is 33,250,644 for ages 6–12 years, 13,987,476 for ages 13–15 years, 18,943,956 for ages 16–19 years. N for aggregated data is 1540 for all samples
Estimates in bold are significant at the 5 per cent level