Evidence map›Paper›PMID 32751866›Full record

ArticleInternational journal of environmental research and public health2020

Sentiment Analysis and Emotion Understanding during the COVID-19 Pandemic in Spain and Its Impact on Digital Ecosystems.

Carlos de Las Heras-Pedrosa, Pablo Sánchez-Núñez, José Ignacio Peláez

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed
34.6field-weighted citation impact, top 1% of its field
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

29 citing papers in PubMed, 124 citations in OpenAlex.

  1. Article
  2. Article
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  4. Insights from COVID-19: Reflecting on the Promotion of Long-Term Health Policies in China.International journal of environmental research and public health · 2023
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. COVID-19 Study on Scientific Articles in Health Communication: A Science Mapping Analysis in Web of Science.International journal of environmental research and public health · 2022
    Review
  10. Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Media Agenda and Press Conferences on COVID-19 in Mexico: An Analysis of Journalists' Questions.International journal of environmental research and public health · 2021
    Article
  16. Article
  17. Article
  18. Social Connectivity, Sentiment and Participation on Twitter during COVID-19.International journal of environmental research and public health · 2021
    Article
  19. Feverish sentiment and global equity markets during the COVID-19 pandemic.Journal of economic behavior & organization · 2021
    Article
  20. 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

3 authors at 1 institution in 1 country.

Carlos de Las Heras-PedrosaDepartment of Audiovisual Communication and Advertising, Faculty of Communication Sciences, Universidad de Málaga, 29071 Malaga, Spain.ORCID 0000-0002-2738-4177
Pablo Sánchez-NúñezJoint-PhD Programme in Communication, Universidad de Málaga, 29071 Malaga, Spain.ORCID 0000-0001-7845-9506
José Ignacio PeláezDepartment of Languages and Computer Science, Higher Technical School of Computer Engineering, Universidad de Málaga, 29071 Malaga, Spain.
Universidad de Málaga · ES

Funding

Universidad de Málaga UMA18-FEDERJA-148
6 · The paper itself

Abstract

COVID-19 has changed our lives forever. The world we knew until now has been transformed and nowadays we live in a completely new scenario in a perpetual restructuring transition, in which the way we live, relate, and communicate with others has been altered permanently. Within this context, risk communication is playing a decisive role when informing, transmitting, and channeling the flow of information in society. COVID-19 has posed a real pandemic risk management challenge in terms of impact, preparedness, response, and mitigation by governments, health organizations, non-governmental organizations (NGOs), mass media, and stakeholders. In this study, we monitored the digital ecosystems during March and April 2020, and we obtained a sample of 106,261 communications through the analysis of APIs and Web Scraping techniques. This study examines how social media has affected risk communication in uncertain contexts and its impact on the emotions and sentiments derived from the semantic analysis in Spanish society during the COVID-19 pandemic.

Indexed as

PandemicsBetacoronavirusCommunicationCoronavirus InfectionsCOVID-19EcosystemEmotionsGovernmentHumansMass MediaPneumonia, ViralSARS-CoV-2Social MediaSpaincoronavirusCOVID-19emotion understandinghealth communicationopinion miningpublic healthrisk communicationSARS-CoV-2sentiment analysissocial media

Identifiers

PMID32751866
PMCPMC7432069
OpenAlexW3046284469

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.