Skip to main content
Erschienen in: BMC Public Health 1/2021

Open Access 01.12.2021 | COVID-19 | Research article

The impact of the COVID-19 pandemic on Sexually Transmitted Infections surveillance data: incidence drop or artefact?

verfasst von: Alexis Sentís, Albert Prats-Uribe, Evelin López-Corbeto, Marcos Montoro-Fernandez, Daniel Kwakye Nomah, Patrícia Garcia de Olalla, Lilas Mercuriali, Núria Borrell, Víctor Guadalupe-Fernández, Juliana Reyes-Urueña, Jordi Casabona, Catalan HIV and STI Surveillance Group

Erschienen in: BMC Public Health | Ausgabe 1/2021

Abstract

Background

Before the COVID-19 pandemic, Sexually transmitted infections (STIs) were increasing in Europe, and Spain and Catalonia were not an exception. Catalonia has been one of the regions with the highest number of COVID-19 confirmed cases in Spain. The objective of this study was to estimate the magnitude of the decline, due to the COVID-19 pandemic, in the number of STI confirmed cases in Catalonia during the lockdown and de-escalation phases.

Methods

Interrupted time series analysis was performed to estimate the magnitude of decline in the number of STI reported confirmed cases - chlamydia, gonorrhoea, syphilis, and lymphogranuloma venereum- in Catalonia since lockdown with historical data, from March 13th to August 1st 2020, comparing the observed with the expected values.

Results

We found that since the start of COVID-19 pandemic the number of STI reported cases was 51% less than expected, reaching an average of 56% during lockdown (50% and 45% during de-escalation and new normality) with a maximum decrease of 72% for chlamydia and minimum of 22% for syphilis. Our results indicate that fewer STIs were reported in females, people living in more deprived areas, people with no previous STI episodes during the last three years, and in the HIV negative.

Conclusions

The STI notification sharp decline was maintained almost five months after lockdown started, well into the new normality. This fact can hardly be explained without significant underdiagnosis and underreporting. There is an urgent need to strengthen STI/HIV diagnostic programs and services, as well as surveillance, as the pandemic could be concealing the real size of the already described re-emergence of STIs in most of the European countries.
Hinweise

Supplementary Information

The online version contains supplementary material available at https://​doi.​org/​10.​1186/​s12889-021-11630-x.
Alexis Sentís and Albert Prats-Uribe contributed equally to this work.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Abkürzungen
COVID-19
The coronavirus disease 2019
STI
Sexually transmitted infections
LGV
Lymphogranuloma venereum
MSM
Males who have sex with males
HIV
Human immunodeficiency virus
REC
Epidemiological repository of Catalonia
XVEC
The Epidemiological Surveillance Network of Catalonia
ECDC
European Centre for Disease Prevention and Control
ITS
Interrupted time series
ARIMA
Autoregressive integrated moving average
CI
Confidence interval
WHO
World Health Organization

Background

Before the coronavirus disease 2019 (COVID-19) pandemic, the number of new cases of mandatory notifiable sexually transmitted infections (STIs) was increasing in many European countries. Catalonia also had a pronounced rise of chlamydia, gonorrhoea, syphilis and lymphogranuloma venereum (LGV). For the last five years, Catalonia presented the highest incidence rates of Spain in all mandatory notifiable STIs, with a 20% annual increase. The rates were highest among males who have sex with males (MSM) and young adults, mostly females aged between 20 to 24 [1]. STIs represent one of the highest burdens of disease in adolescents and young females, leading to miscarriage, pelvic inflammatory disease, and increased risk to acquire human immunodeficiency virus (HIV) [24]. According to data published by the Government of Catalonia, the COVID-19 pandemic hit Catalonia harshly, with 676.863 confirmed cases and 22.124 deaths by May 24th, 2021, with one of the highest number of confirmed cases in Spain [5, 6]. On March 13, the Spanish government announced a countrywide lockdown, with a mandatory stay at home ordinance, with some exceptions, such as purchasing food or medicine, going to work or attending to emergencies. Visiting intimate partners were not included in the exceptions [7]. The combined effects of the lockdown and the unprecedented pressure on health systems might have reduced the capacity to detect STIs, potentially leading to increased transmission and more severe sequelae, or a decrease in the incidence because of less exposure. The objective of this study was to estimate the magnitude of the decline, due to the COVID-19 pandemic, in the number of STI reported confirmed cases in Catalonia during the lockdown and de-escalation phases comparing the observed and expected values.

Methods

The Catalan HIV/STI surveillance systems

We used epidemiological data from all STI confirmed cases reported to the Catalan HIV/STI Registry of Catalonia [8] through the Epidemiological Repository of Catalonia (REC), an electronic database that collects data reported from health care professionals and laboratories by means of standardized notification forms and epidemiological questionnaires, both electronically or in paper. According to the mandatory notification of diseases and outbreaks Catalan regulation (Health Department of Government of Catalonia article 13 of law 67/2010, 25 May 2010), nominal notification of syphilis, gonorrhoea, and LGV cases has been mandatory since 2007 and chlamydia since 2015; the notification of HIV cases was voluntary between 2001 and 2010 when it also became mandatory and nominal. The European Centre for Disease Prevention and Control (ECDC) guidelines are used for case definition criteria and all reported cases are reviewed by epidemiologists from the Epidemiological Surveillance Network of Catalonia (XVEC) to ensure completeness and validity of the data.

Study variables

Sex, age group, and country of birth were collected from REC. Deprivation index (calculated by the Agency of Health Quality and Assessment of Catalonia) was based on the patient area of residence and categorized in quintiles, with the first quintile being the least deprived [9]. Multiple episodes by the same STI in the same individual were considered reinfections when evidence of it, proper treatment, and minimum length of time between reports existed. Time periods were defined according to specific STI treatment duration and follow up recommendations, being 364, 29, 119 and 119 days respectively for syphilis, gonorrhoea, chlamydia and LGV [10]. HIV status was confirmed checking the HIV status among individuals who had one single or more STI episodes during the study period within the Catalan HIV/STI Registry of Catalonia where previous and simultaneous HIV coinfections can be identified.

Interrupted time series and data analysis

We analysed STI reported cases between August 1st 2017 and August 1st 2020 in Catalonia. We have included three years of follow-up not only in order to estimate the reported cases we would have had from lockdown - from March 13th to August 1st, 2020- but also to capture potential seasonal or cyclic changing patterns. For each of the mentioned variables, among the STI reported confirmed cases, the total number and its distribution in the respective categories were calculated, before lockdown, during lockdown (March 13th to April 27th), on de-escalation phases (April 28th until June 21st), and during the new normality phase (since June 22nd). The main objective of the de-escalation plan was to ensure maintaining the protection of public health while gradually recovering the common daily life and economic activities after the lockdown. This transition to a “new normality” was gradual, asymmetrical, and coordinated with the autonomous communities [11]. We used these dates as change points for an interrupted time series (ITS) analysis of daily STI reported cases (overall and separately for each of them). Reported cases were modelled as autoregressive integrated moving average (ARIMA) processes to estimate expected number of STI reported cases in each specific study period since lockdown based on pre-lockdown data. We calculated the overall drop in number of STI reported cases, to estimate the magnitude of the decline in STI reported cases with historical data comparing the observed and expected values.

Results

When comparing with pre-lockdown period’s data, the STI reported cases per day decreased by almost 50% in all three COVID-19 related study periods: during lockdown, de-escalation and new normality periods (from 43.8 STI reported cases/day pre-lockdown to 22.2, 23.4 and 27.9 respectively). The proportion of syphilis and LGV slightly increased (from 15% and 1.7% pre-lockdown) among the overall STI reported cases in all three COVID-19 related study periods (respectively in the three study periods to 16.9%, 18%, and 17.3% for syphilis and 2.8%, 2.3% and 3.1% for LGV) meanwhile gonorrhoea and chlamydia had a small decrease (from 31.9% and 51.3% pre-lockdown to 30.3% and 49.1% in the “new normality” period for gonorrhoea and for chlamydia respectively). In addition, the proportion of STI reported cases from females was reduced when compared to males (approximately 5% between pre-lockdown and new normality periods). STI reported cases that came from areas with higher socioeconomic status increased by 5% over post-lockdown periods (see Table 1). The proportion of missing data for country of birth was high during all the different study periods and increased by 25% during lockdown (from 56.7% missing values in pre-lockdown data to 84% during lockdown). The proportion of STI reported cases in people coinfected by HIV, as well as the proportions of STI reported cases considered as reinfections, increased from pre-lockdown to new normality periods (5.2% to 6.1% and 11.7% to 22.2%, respectively). The proportion of reported cases in each age groups was similar when comparing the study periods with previous or historical data (see Table 1).
Table 1
Epidemiological characteristics of the STI reported confirmed cases during the different study periodsa in Catalonia, August 1st 2017 to August 1st 2020
 
Total
Pre-lockdown
Lockdown
De-escalation Phases
New Normality
Number of reported cases
N = 45,181
N = 41,802
N = 997
N = 1266
N = 1116
Days,n°reported cases/days
1096
41.2
954
43.8
45
22.2
54
23.4
40
27.9
 
N
%
N
%
N
%
N
%
N
%
STI
 Chlamydia
23,095
51.1
21,463
51.3
472
47.3
611
48.3
549
49.1
 Gonorrhoea
14,406
31.9
13,340
31.9
329
33.0
398
31.4
339
30.3
  LGVb
815
1.8
723
1.7
28
2.8
29
2.3
35
3.1
 Syphilis
6865
15.2
6276
15.0
168
16.9
228
18.0
193
17.3
Sex
 Females
17,860
39.5
16,679
39.9
340
34.1
453
35.8
388
34.7
 Males
27,321
60.5
25,123
60.1
657
65.9
813
64.2
728
65.2
Age (mean, SDc)
31.7
11.1
31.7
11.1
31.9
10.6
32.5
11.9
32.3
11.4
Age group
  < 20
5776
12.8
5384
12.9
113
11.3
154
12.2
125
11.2
 20 to 29
17,334
38.4
16,052
38.4
376
37.7
477
37.7
429
38.4
 30 to 39
12,076
26.7
11,180
26.7
282
28.3
321
25.4
293
26.3
 40 to 49
6702
14.8
6177
14.8
155
15.5
198
15.6
172
15.4
 50 to 59
2334
5.20
2124
5.1
56
5.6
83
6.6
71
6.4
  ≥ 60
959
2.1
885
2.1
15
1.5
33
2.6
26
2.3
Deprivation index
 First quintile
11,221
24.8
10,288
24.6
286
28.70
344
27.20
303
27.2
 Second quintile
8133
18.0
7436
17.8
214
21.50
240
19.00
243
21.8
 Third quintile
5329
11.8
4915
11.8
135
13.50
155
12.20
124
11.1
 Fourth quintile
6150
13.6
5717
13.7
106
10.60
193
15.20
134
12.0
 Fifth quintile
8246
18.3
7618
18.2
185
18.60
236
18.60
207
18.5
 Missing
6102
13.5
5828
13.9
71
7.10
98
7.70
105
9.4
Country of birth
 Spain
13,861
30.7
13,316
31.9
136
13.6
207
16.4
202
18.1
 Others
4913
10.9
4785
11.4
24
2.4
56
4.4
48
4.3
 Missing
26,407
58.4
23,701
56.7
837
84.0
1003
79.2
866
77.6
Reinfeccion
 No
39,619
87.7
36,893
88.3
838
84.1
1019
80.5
869
77.9
 Yes
5562
12.3
4909
11.7
159
15.9
247
19.5
247
22.1
HIV status
 Negative
42,809
94.8
39,628
94.8
937
94.0
1196
94.5
1048
93.9
 Positive
2372
5.2
2174
5.2
60
6.0
70
5.5
68
6.1
aPre-lockdown: from August 1st 2017 to March 12th 2020, lockdown: from March 13th 2020 to April 27th2020, de-escalation phases: from April 28th 2020 to June 21st 2020, new normality: from June 22nd 2020 to August 1st 2020;
bLGV: Lymphogranuloma venereum;
cSD: Standard deviation
In the ITS (see Table 2, Fig. 1, and supplemental material, figure S1–S4), we observed how the number of all STI reported cases were only 49% of the expected number (decrease of − 51%, confidence interval (CI): − 59% to − 38%), based on pre-lockdown data (since August 1st 2020), with variations in the different study periods; being only 44% of the expected reported cases during lockdown (decrease of − 56%, CI: − 63% to − 46%) and slowly increasing to 55% of the expected since the new normality began on June 22nd (decrease of − 45%, CI: − 54% to − 30%). When analysing the results by type of infection we found that chlamydia’s reported cases which represent more than 50% of all STI reported cases, had the highest decrease in notification over post-lockdown periods, with observed reported cases reaching only 28% of the expected values. Conversely, we observed that the decrease of syphilis reported cases was lower, with observed reported cases reaching 78% of those expected (see Table 2 and supplemental material, figure S1 and figure S3).
Table 2
Comparing observed and expected number of STI reported confirmed cases during the different study periodsa in Catalonia, August 1st 2017 to August 1st 2020
 
Periods
observed
expected
upper CIb
lower CIb
difference
upper CIb
lower CIb
All STIs
Pre-lockdown
41,814
         
Lockdown
997
2264
2681
1846
− 1267
−56%
− 1684
−63%
− 849
−46%
De-escalation
1266
2546
3078
2015
− 1280
−50%
− 1812
−59%
− 749
−37%
New Normality
1116
2026
2446
1606
− 910
−45%
− 1330
−54%
− 490
−30%
Total
3379
6836
8205
5467
− 3457
−51%
− 4826
−59%
− 2088
−38%
Chlamydia
Pre-lockdown
21,463
         
Lockdown
472
1607
1731
1483
−1135
−71%
− 1259
−73%
− 1011
−68%
De-escalation
611
2376
2535
2216
− 1765
−74%
− 1924
−76%
− 1605
−72%
New Normality
549
1870
1997
1743
− 1321
−71%
− 1448
−73%
− 1194
−68%
Total
1632
5853
6264
5442
− 4221
−72%
− 4632
−74%
− 3810
−70%
Gonorrhoea
Pre-lockdown
13,340
         
Lockdown
329
747
889
605
−418
−56%
−560
−63%
−276
−46%
De-escalation
398
857
1037
678
− 459
−54%
− 639
−62%
−280
−41%
New Normality
339
670
812
529
− 331
−49%
− 473
− 58%
−190
−36%
Total
1066
2275
2738
1812
− 1209
−53%
− 1672
−61%
− 746
− 41%
Syphilis
Pre-lockdown
6276
         
Lockdown
168
250
337
164
−82
−33%
− 169
−50%
4
2%
De-escalation
228
284
392
177
−56
−20%
− 164
−42%
51
29%
New Normality
193
218
302
134
−25
−11%
−109
−36%
59
44%
Total
589
753
1030
475
−164
−22%
− 441
−43%
114
24%
LGVc
Pre-lockdown
723
         
Lockdown
28
54
62
47
−26
−48%
−34
−55%
−19
−40%
De-escalation
29
80
89
71
−51
−64%
−60
−67%
−42
−59%
New Normality
35
56
63
49
−21
−38%
−28
−45%
−14
−29%
Total
92
191
214
167
−99
−52%
− 122
−57%
−75
−45%
aPre-lockdown: from August 1st 2017 to March 12th 2020, lockdown: from March 13th 2020 to April 27th2020, de-escalation phases: from April 28th 2020 to June 21st 2020, new normality: from June 22nd 2020 to August 1st 2020; bCI, confidence interval; cLGV, lymphogranuloma venereum

Discussion

We found that since the start of COVID-19 pandemic the number of STI reported cases was 51% less than expected, reaching an average of 56% during lockdown (50 and 45% during de-escalation and new normality) with a maximum decrease of 72% for chlamydia and minimum of 22% for syphilis. Our results indicate that STIs were less reported in females, people living in more deprived areas, people with no previous STI episodes during the last three years, and without HIV infection.
We hypothesize that the decline in the number of STI reported cases was higher in females based on the annual STI notification rates in the region where chlamydia has been usually higher among females and syphilis among males [1]. STIs, including chlamydia infection are predominantly asymptomatic in females, and are detected primarily through screening. During lockdown, mobility restrictions may have decreased healthcare seeking behaviour in asymptomatic individuals with high-risk exposures. This decrease could be even greater for people living in more deprived areas. Additionally, people who already visited sexual health care for previous STI episodes in the last three years, or HIV positive are more likely to seek health care.
To the best of our knowledge, few analysis have described the estimated magnitude and impact of the COVID-19 pandemic on the expected number of STIs compared to the most recent historical data. Although few articles have analysed STI incidences during lockdown, some authors argue that the plausible decrease of sexually relations during the COVID-19 pandemic may partially explain the apparent drop in the number of STI incidence [1214]. In spite of these, different stakeholders have started raising awareness about disruptions in sexual health services including STI and HIV testing and detection [15, 16]. Moreover, it has been estimated that in the Atlanta (State of Georgia, United States), if sexual behaviour rebounds while service interruption persists, cases will increase in hundreds for HIV and in thousands for STIs for the next five years [17]. Berzkalns et al. performed a study in King County (State of Washington, United States) where the number of sexual health clinic visits decreased 55% during lockdown. Although after lockdown numbers returned to pre-lockdown values, around lockdown, from January–July 2020, the number of STIs diagnosed declined differently depending on the STI, from 9% for gonorrhoea to 22% for early latent syphilis [18]. They suggested that a real decline may have happened, but the larger decline in asymptomatic STIs probably indicates decreased screening. Similarly, Chow et al. described that, although a relevant decrease in the total number of consultations occurred in the Melbourne Sexual Health Centre during the lockdown, for more severe conditions such as pelvic inflammatory disease or infectious syphilis, a similar number of consultations to the pre-lockdown period was observed [19]. Recently, an article from the EuroTEST COVID-19 impact assessment consortium described that, among 34 countries in the World Health Organization (WHO) European Region and in different testing settings, 95% of them declared to have tested less than half the expected number of people between March and May 2020, a decline that continued at lesser degrees until August 2020 [20]. Then, this decline probably is due to the effect of a combination of factors; changes in the people’s behaviour, sexual relationships or fear of visiting a health care setting [21], less available resources to diagnose and notify STIs (including human resources), and surveillance systems which were not able to integrate the immediate reaction to a pandemic, while coping with their regular surveillance activities.

Conclusions

Our results showed that the STI notification sharp decline was maintained almost five months since lockdown, well into the new normality. This can hardly be explained without significant underdiagnoses and underreporting. The gradual increase in the number of STI reported cases that we observed after lockdown may be pointing out the possibility that lockdowns did not completely disrupt STI transmission. As discussed in the present article, with the available current scientific evidence, it seems that the observed decrease in the number of STI reported cases during the current COVID-19 pandemic is probably due to a combination of factors. More research is needed in order to disentangle the specific role and relevance that has had underdiagnosis, underreporting, and the decrease in sexual risk activities and other potential factors in this decline. Finally, we truly believe that there is an urgent need to strengthen STI/HIV diagnostic programs and services, as well as surveillance, as the pandemic could be concealing the real size of the already described re-emergence of STIs [22].

Acknowledgements

We thank all the reporting physicians and people working in HIV/STI surveillance in Catalonia who have contributed in the collection and quality of the information in the surveys including the Catalan HIV and STI Surveillance Group, which is composed by the following members: A Sentís, E López, V Gonzalez, R Lugo, MP Bonamusa, J Reyes, J Casabona (Centre d’Estudis Epidemiològics sobre les Infeccions de Transmissió Sexual i Sida de Catalunya); P Garcia de Olalla, Lilas Mercuriali, R Clos, R Rodriguez, M Masdeu, M Ros, P Simon, I Avellaneda, A Artigas,C Rius (Servei d’Epidemiologia de l’Agència de Salut Pública de Barcelona); M Company, M Danés, N Camps (Servei de Vigilància Epidemiològica i Resposta a Emergències de Salut Pública a Girona); RM Vileu, G Ferrús, N Borrell, S Minguell (Servei de Vigilància Epidemiològica i Resposta a Emergències de Salut Pública a Tarragona); J Ferràs (Servei de Vigilància Epidemiològica i Resposta a Emergències de Salut Pública a Terres de l’Ebre); I Parrón (Servei de Vigilància Epidemiològica i Resposta a Emergències de Salut Pública al Barcelonès Nord i Maresme); I Mòdol, A Martinez, P Godoy (Servei de Vigilància Epidemiològica i Resposta a Emergències de Salut Pública a Lleida); MA Tarrès, J Pérez, M Boldú, I Barrabeig (Servei de Vigilància Epidemiològica i Resposta a Emergències de Salut Pública a Barcelona Sud); E Donate, L Clotet, MR Sala (Servei de Vigilància Epidemiològica i Resposta a Emergències de Salut Pública al Vallès Occidental i Vallès Oriental); M Carol, V Guadalupe-Fernández (Servei de Vigilància Epidemiològica i Resposta a Emergències de Salut Pública a Catalunya Central) and J Mendioroz, P Ciruela, G Carmona, R Mansilla, JL Martínez, S Hernández (Subdirecció General de Vigilància Epidemiològica i Resposta a Emergències de Salut Pública, Agència de Salut Pública de Catalunya).

Declarations

Ethics approval by an ethics committee was not necessary according to national regulations; Data from mandatory notifiable disease in REC application were handled according to Spanish Organic Law 3/2018 on Data protection and guarantee of Digital Rights, and Law 33/2011 on General Public Health. Patient information was anonymized and deidentified before handed over for analysis and therefore no informed consent was required. Patients were not directly involved in this study; only data coming from notifiable disease surveillance systems were used which did not imply any additional approval requirements. Data was handled anonymously by researchers from the Centre of epidemiological studies on sexually transmitted infections and AIDS of Catalonia (CEEISCAT) (Department of Health, Generalitat of Catalonia, Spain), which has the mandate of collect, analyse and disseminate STI/HIV surveillance data in Catalonia, as part of their routine functions.
Not applicable.

Competing interests

The authors declare that they have no competing interests.
Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://​creativecommons.​org/​licenses/​by/​4.​0/​. The Creative Commons Public Domain Dedication waiver (http://​creativecommons.​org/​publicdomain/​zero/​1.​0/​) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Literatur
1.
Zurück zum Zitat Centre of epidemiological studies on sexually transmitted infections and AIDS of Catalonia (CEEISCAT). Vigilància epidemiològica de les infeccions de transmissió sexual a Catalunya. 2019. www.ceeiscat.cat. Accessed 7 Aug 2020. Centre of epidemiological studies on sexually transmitted infections and AIDS of Catalonia (CEEISCAT). Vigilància epidemiològica de les infeccions de transmissió sexual a Catalunya. 2019. www.​ceeiscat.​cat. Accessed 7 Aug 2020.
7.
Zurück zum Zitat Real Decreto 463/2020, de 14 de marzo, por el que se declara el estado de alarma para la gestión de la situación de crisis sanitaria ocasionada por el COVID-19. Boletin oficial del estado. Sec. I. Pág. 25390. https://www.boe.es. Accessed 24 May 2021. Real Decreto 463/2020, de 14 de marzo, por el que se declara el estado de alarma para la gestión de la situación de crisis sanitaria ocasionada por el COVID-19. Boletin oficial del estado. Sec. I. Pág. 25390. https://​www.​boe.​es. Accessed 24 May 2021.
19.
Zurück zum Zitat Chow EPF, Hocking JS, Ong JJ, Phillips TR, Fairley CK. Sexually transmitted infection diagnoses and access to a sexual health service before and after the National Lockdown for COVID-19 in Melbourne, Australia. Open Forum Infect Dis. 2021;8(1). https://doi.org/10.1093/ofid/ofaa536. Chow EPF, Hocking JS, Ong JJ, Phillips TR, Fairley CK. Sexually transmitted infection diagnoses and access to a sexual health service before and after the National Lockdown for COVID-19 in Melbourne, Australia. Open Forum Infect Dis. 2021;8(1). https://​doi.​org/​10.​1093/​ofid/​ofaa536.
Metadaten
Titel
The impact of the COVID-19 pandemic on Sexually Transmitted Infections surveillance data: incidence drop or artefact?
verfasst von
Alexis Sentís
Albert Prats-Uribe
Evelin López-Corbeto
Marcos Montoro-Fernandez
Daniel Kwakye Nomah
Patrícia Garcia de Olalla
Lilas Mercuriali
Núria Borrell
Víctor Guadalupe-Fernández
Juliana Reyes-Urueña
Jordi Casabona
Catalan HIV and STI Surveillance Group
Publikationsdatum
01.12.2021
Verlag
BioMed Central
Schlagwort
COVID-19
Erschienen in
BMC Public Health / Ausgabe 1/2021
Elektronische ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-021-11630-x

Weitere Artikel der Ausgabe 1/2021

BMC Public Health 1/2021 Zur Ausgabe