Evidence map›Paper›PMID 34831927›Full record

ArticleInternational journal of environmental research and public health2021

Real-Time Infoveillance of Moroccan Social Media Users' Sentiments towards the COVID-19 Pandemic and Its Management.

Abdelghani Ghanem, Chaimae Asaad, Hakim Hafidi, Youness Moukafih, Bassma Guermah, Nada Sbihi, Mehdi Zakroum, Mounir Ghogho, Meriem Dairi, Mariam Cherqaoui and 1 more

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. When Infodemic Meets Epidemic: Systematic Literature Review.JMIR public health and surveillance · 2025
    Pooled it
  2. Review
  3. Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Abdelghani GhanemTICLab, College of Engineering & Architecture, International University of Rabat, Rabat 11103, Morocco.ORCID 0000-0003-0273-772X
Chaimae AsaadTICLab, College of Engineering & Architecture, International University of Rabat, Rabat 11103, Morocco.
Hakim HafidiTICLab, College of Engineering & Architecture, International University of Rabat, Rabat 11103, Morocco.
Youness MoukafihTICLab, College of Engineering & Architecture, International University of Rabat, Rabat 11103, Morocco.
Bassma GuermahTICLab, College of Engineering & Architecture, International University of Rabat, Rabat 11103, Morocco.
Nada SbihiTICLab, College of Engineering & Architecture, International University of Rabat, Rabat 11103, Morocco.
Mehdi ZakroumTICLab, College of Engineering & Architecture, International University of Rabat, Rabat 11103, Morocco.
Mounir GhoghoTICLab, College of Engineering & Architecture, International University of Rabat, Rabat 11103, Morocco.
Meriem DairiCollege of Management, International University of Rabat, Rabat 11103, Morocco.
Mariam CherqaouiUniversity Ibn Tofail, Kenitra 14000, Morocco.ORCID 0000-0001-6517-4931
Karim BainaÉcole Nationale Supérieure d'Informatique et d'Analyse des Systèmes, Mohammed V University, Rabat 10000, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The impact of COVID-19 on socio-economic fronts, public health related aspects and human interactions is undeniable. Amidst the social distancing protocols and the

Indexed as

COVID-19Social MediaAttitudeHumansPandemicsSARS-CoV-2COVID-19emotion analysismachine learningpolar sentiment analysistopic modelinguniversal language model for Moroccan dialect

Identifiers

PMID34831927
PMCPMC8624830

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.