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Impact of COVID-19 pandemic on science communication

The dissemination of scientific knowledge through digital media began at the end of the 1990s, years later, the publication of “Altmetrics: a manifesto” received special attention. The article published in 2010 presented the possibility of using the internet to measure the impact generated by scientific materials through their tracking on networks(11 Priem J, Taraborelli D, Groth P, Neylon C. Alt-metrics: a manifesto [Internet]. 2010 [citado em 2024 Fev 24]. Disponível em: http://altmetrics.org/manifesto/
http://altmetrics.org/manifesto/...
,22 Bardus M, El Rassi R, Chahrour M, Akl EW, Raslan AS, Meho LI, et al. The use of social media to increase the impact of health research: systematic review. J Med Internet Res. 2020;22(7):e15607. http://dx.doi.org/10.2196/15607. PMid:32628113.
http://dx.doi.org/10.2196/15607...
). Until this time, these would be two major milestones in the phenomenon of dissemination of scientific knowledge via the internet.

The Editorial CoDAS “Divulgação científica como forma de compartilhar conhecimento”(33 Navas ALGP, Berti L, Trindade ER, Lunardelo PP. Divulgação científica como forma de compartilhar conhecimento. CoDAS. 2020;32(2):e20190044. http://dx.doi.org/10.1590/2317-1782/20192019044. PMid:32520079.
http://dx.doi.org/10.1590/2317-1782/2019...
) was published in June 2020, when the world entered a period of isolation due to COVID-19 pandemic. When the Editorial was submitted it was not yet possible to predict what would happen in the next 24 months, but without a doubt the use of social media has intensified and access to the internet has expanded(44 Rodríguez-Rodríguez I, Rodríguez JV, Shirvanizadeh N, Ortiz A, Pardo-Quiles DJ. Applications of artificial intelligence, machine learning, big data and the internet of things to the COVID-19 pandemic: a scientometric review using text mining. Int J Environ Res Public Health. 2021;18(16):8578. http://dx.doi.org/10.3390/ijerph18168578.
http://dx.doi.org/10.3390/ijerph18168578...
). Furthermore, the search for information based on scientific evidence also began to be carried out not only by researchers, but also by professionals and the general public. Communication and dissemination of knowledge has become more accessible and more valuable every day to guide decision-making.

Almost 4 years after the publication of Navas et al.(33 Navas ALGP, Berti L, Trindade ER, Lunardelo PP. Divulgação científica como forma de compartilhar conhecimento. CoDAS. 2020;32(2):e20190044. http://dx.doi.org/10.1590/2317-1782/20192019044. PMid:32520079.
http://dx.doi.org/10.1590/2317-1782/2019...
), we decided to describe the impact of the Covid-19 Pandemic on scientific dissemination, in the particular case of CoDAS journal, based on the comparison of CoDAS indicators pre and post pandemic.

The use of alternative metrics or altmetrics (ALTernative article-level metrics) continues to be considered as an estimate of the impact promoted by a given scientific product(55 Barros M. Altmetrics: métricas alternativas de impacto científico com base em redes sociais. Perspect Cienc Inf. 2015;2(20):19-37. http://dx.doi.org/10.1590/1981-5344/1782.
http://dx.doi.org/10.1590/1981-5344/1782...
,66 Warren HR, Raison N, Dasgupta P. The rise of altmetrics. JAMA. 2017;317(2):131-2. http://dx.doi.org/10.1001/jama.2016.18346. PMid:28097363.
http://dx.doi.org/10.1001/jama.2016.1834...
). Based on articles published in Open Access, different data generating sources track the movement of scientific material in the digital environment, quantifying the number of online views, readings of the full text, number of downloads and mentions on blogs or social media(77 Iyengar KP, Vaishya R. Article-level metrics: a new approach to quantify reach and impact of published research. J Orthop. 2023;4(40):83-6. http://dx.doi.org/10.1016/j.jor.2023.05.001. PMid:37215294.
http://dx.doi.org/10.1016/j.jor.2023.05....
). The insights provided by social media allow us to understand the reach and impact of a scientific article in different dimensions in relation to traditional bibliometric metrics(22 Bardus M, El Rassi R, Chahrour M, Akl EW, Raslan AS, Meho LI, et al. The use of social media to increase the impact of health research: systematic review. J Med Internet Res. 2020;22(7):e15607. http://dx.doi.org/10.2196/15607. PMid:32628113.
http://dx.doi.org/10.2196/15607...
).

The use of alternative metrics has advantages such as the speed of dissemination and feedback regarding the impact of the scientific article and the social elements promoted by the material (e.g. use in public policies, articles in newspapers for a broad audience). However, it is necessary to highlight that there are still challenges in the study of alternative metrics, but these do not preclude their use, such as the lack of standardization and consistency between the different sources that collect, aggregate and analyze data(88 Mayol J. Social media analytics. Surgery. 2023;174(3):735-40. http://dx.doi.org/10.1016/j.surg.2023.05.039. PMid:37391326.
http://dx.doi.org/10.1016/j.surg.2023.05...
). Although alternative metrics do not replace traditional metrics, they certainly add to them to provide new dimensions of the impact of a given scientific article on the scientific and social community(22 Bardus M, El Rassi R, Chahrour M, Akl EW, Raslan AS, Meho LI, et al. The use of social media to increase the impact of health research: systematic review. J Med Internet Res. 2020;22(7):e15607. http://dx.doi.org/10.2196/15607. PMid:32628113.
http://dx.doi.org/10.2196/15607...
).

Given these assumptions, the CoDAS media communication team continues to disseminate articles published online and carries out monitoring on digital platforms, as an important indicator of the impact of scientific production for the specialized community and the general public.

CoDAS journal's activities on social media started in mid-2019 and by 2020, 69 publications referring to scientific articles published in this Journal had been made on social media. At this time, publications referring to scientific articles totaled 394 on the social networks Instagram, Twitter and Facebook and 36 publications on LinkedIn, the most recent social network, created in 2023.

On Instagram, between 2019 and 2020, CoDAS had 1,715 active followers with an average reach of 1,900 accounts and 2,600 impressions per publication. In 2023, the number of active followers increased to 5,060, the average publication reached 4,505 and the average number of impressions was 2,841, with a substantial increase in all indicators.

On the Twitter account, also created in 2019, there were 57 followers and an average number of 230 impressions per publication, in 2020. And on Facebook, the official CoDAS page had 1,231 active followers with an average reach per publication of 200 accounts, until 2020. In 2023, the number of active followers on Twitter was 118 and the average number of impressions per publication was 507. On Facebook the current number of followers is 2,200, with a decrease in the average publication reach to 147. It is necessary It should be noted that nationwide the use of Facebook, in general, has decreased in recent years, with its users migrating to Instagram.

The creation of an official LinkedIn account was based on the importance of this social network for work and academic relationships. Activities on LinkedIn began in July 2023 and so far 38 posts referring to scientific articles have been made, with an average reach of 1,193. There are 432 active followers, with an average of 60 profile views per week.

Instagram allows you to check the number of impressions (times the post was seen), the number of accounts reached, the engagement rate and demographic data. On this network, the CoDAS publication that promoted the largest number of impressions in 2022 was the article by Mouffron et al.(99 Mouffron V, Furlan RMMM, Motta AR. Efeitos imediatos da fotobiomodulação sobre a pressão máxima dos lábios. CoDAS. 2022;34(2):e20210024. https://doi.org/10.1590/2317-1782/20212021024.
https://doi.org/10.1590/2317-1782/202120...
), entitled “Immediate effects of photobiomodulation on maximum lip pressure”. The publication that reached the most accounts was that of Nasciutti et al.(1010 Nasciutti R No, Mourão ÝCA, Araújo FCO. Qualidade de vida do fonoaudiólogo brasileiro frente à pandemia da COVID-19. CoDAS. 2022;34(3):e20210034. http://dx.doi.org/10.1590/2317-1782/20212021034. PMid:35019085.
http://dx.doi.org/10.1590/2317-1782/2021...
) with the article “Quality of life of the Brazilian speech therapist facing the covid-19 pandemic”. These same articles were those that received the highest number of likes in 2022, followed by “Dysphagia due to anterior cervical osteophytosis: case report” of Aires et al.(1111 Aires MM, Fukumoto GM, Ribeiro SL, Haddad L, Alvarenga EHL. Disfagia por osteofitose cervical anterior: relato de caso. CoDAS. 2022;34(2):e20200435. http://dx.doi.org/10.1590/2317-1782/20212020435. PMid:34932659.
http://dx.doi.org/10.1590/2317-1782/2021...
). In 2023, the publication that generated the highest number of impressions was “Therapeutic lying: Brazilian speech and language therapists’ point of view about a controversial communication strategy employed in the care for people with dementia” by Lopes et al.(1212 Lopes IA, Alves EV, Beber BC. Mentira terapêutica: a visão do fonoaudiólogo brasileiro sobre uma estratégia de comunicação controversa no atendimento ao paciente com demência. CoDAS. 2023;35(1):e20210252. http://dx.doi.org/10.1590/2317-1782/20212021252en. PMid:36287422.
http://dx.doi.org/10.1590/2317-1782/2021...
). The article by Santos et al.(1313 Santos HKMPS, Cunha DA, Andrade RA, Silva MG, Araújo ACS, Martinelli RLC, et al. Effects of lingual frenotomy on breastfeeding and electrical activity of the masseter and suprahyoid muscles. CoDAS. 2023;35(2):e20210262. http://dx.doi.org/10.1590/2317-1782/20232021262. PMid:37098939.
http://dx.doi.org/10.1590/2317-1782/2023...
) entitled “Effects of lingual frenotomy on breastfeeding and electrical activity of the masseter and suprahyoid muscles” promoted the highest number of accounts reached. The highest number of likes occurred when the article was published “Effects of Kangaroo Care on the development of oral skills and achievement of exclusive oral feeding in preterm infants” by Ciochetto et al.(1414 Ciochetto CR, Bolzan GP, Gonçalves DS, Silveira FPH, Weinmann ARM. Effects of Kangaroo Care on the development of oral skills and achievement of exclusive oral feeding in preterm infants. CoDAS. 2023;35(5):e20220070. http://dx.doi.org/10.1590/2317-1782/20232022070. PMid:37556686.
http://dx.doi.org/10.1590/2317-1782/2023...
). On LinkedIn, the insights provided by the network are also based on the number of accounts reached and impressions. The publication that promoted the highest numbers was “Assessment protocol for acquired apraxia of speech” from Costa et al.(1515 Costa BM, Brescancini CR, Ortiz KZ. Protocolo de avaliação para apraxia de fala adquirida. CoDAS. 2024;36(1):e20220251. http://dx.doi.org/10.1590/2317-1782/20232022251pt. PMid:37851756.
http://dx.doi.org/10.1590/2317-1782/2023...
).

Twitter provides data on engagement per publication, and in 2022 the Letter to the Editor by Dornelas et al.(1616 Dornelas R, Ribeiro VV, Behlau M. Tosse crônica e fonoaudiologia. CoDAS. 2022;34(1):e20210127. http://dx.doi.org/10.1590/2317-1782/20212021127. PMid:34730666.
http://dx.doi.org/10.1590/2317-1782/2021...
) entitled “Chronic Cough and Speech Therapy” promoted the largest engagement numbers. In the following year, the publication with the highest number of engagement was “Web version of the protocol of the orofacial myofunctional evaluation with scores: usability and learning.” of Ataide et al.(1717 Ataide MCG, Bernardi FA, Marques PMA, Felício CM. Web version of the protocol of the orofacial myofunctional evaluation with scores: usability and learning. CoDAS. 2023;35(2):e20220026. http://dx.doi.org/10.1590/2317-1782/20232022026. PMid:37098940.
http://dx.doi.org/10.1590/2317-1782/2023...
). On Facebook, the article with the highest number of publication engagement in 2022 was the same as on Instagram, while in 2023 the article by Ferrari et al.(1818 Ferrari EP, Simões-Zenari M, Master S, Nemr K. Risco de disfonia e qualidade vocal em estudantes de artes cênicas. CoDAS. 2023;35(4):e20220036. http://dx.doi.org/10.1590/2317-1782/20232022036pt. PMid:37610967.
http://dx.doi.org/10.1590/2317-1782/2023...
) called “Risk of dysphonia and voice quality in performing arts students”.

Considering the different areas of speech therapy, the years 2022 and 2023 and all of the journal social networks, we highlight the publication with the highest number of shares in each specific area (Chart 1).

Chart 1
Publications with the highest number of shares by area of Speech Therapy

The SBFa's mission is to promote, debate and disseminate scientific and professional production in the area, as well as discuss issues related to training in Speech Therapy and in this sense, CoDAS has been a valuable asset for the dissemination of scientific evidence for professional practice, for discussion of public policies and to strengthen speech therapy in Brazil.

  • Financial support: nothing to declare

REFERÊNCIAS

  • 1
    Priem J, Taraborelli D, Groth P, Neylon C. Alt-metrics: a manifesto [Internet]. 2010 [citado em 2024 Fev 24]. Disponível em: http://altmetrics.org/manifesto/
    » http://altmetrics.org/manifesto/
  • 2
    Bardus M, El Rassi R, Chahrour M, Akl EW, Raslan AS, Meho LI, et al. The use of social media to increase the impact of health research: systematic review. J Med Internet Res. 2020;22(7):e15607. http://dx.doi.org/10.2196/15607 PMid:32628113.
    » http://dx.doi.org/10.2196/15607
  • 3
    Navas ALGP, Berti L, Trindade ER, Lunardelo PP. Divulgação científica como forma de compartilhar conhecimento. CoDAS. 2020;32(2):e20190044. http://dx.doi.org/10.1590/2317-1782/20192019044 PMid:32520079.
    » http://dx.doi.org/10.1590/2317-1782/20192019044
  • 4
    Rodríguez-Rodríguez I, Rodríguez JV, Shirvanizadeh N, Ortiz A, Pardo-Quiles DJ. Applications of artificial intelligence, machine learning, big data and the internet of things to the COVID-19 pandemic: a scientometric review using text mining. Int J Environ Res Public Health. 2021;18(16):8578. http://dx.doi.org/10.3390/ijerph18168578
    » http://dx.doi.org/10.3390/ijerph18168578
  • 5
    Barros M. Altmetrics: métricas alternativas de impacto científico com base em redes sociais. Perspect Cienc Inf. 2015;2(20):19-37. http://dx.doi.org/10.1590/1981-5344/1782
    » http://dx.doi.org/10.1590/1981-5344/1782
  • 6
    Warren HR, Raison N, Dasgupta P. The rise of altmetrics. JAMA. 2017;317(2):131-2. http://dx.doi.org/10.1001/jama.2016.18346 PMid:28097363.
    » http://dx.doi.org/10.1001/jama.2016.18346
  • 7
    Iyengar KP, Vaishya R. Article-level metrics: a new approach to quantify reach and impact of published research. J Orthop. 2023;4(40):83-6. http://dx.doi.org/10.1016/j.jor.2023.05.001 PMid:37215294.
    » http://dx.doi.org/10.1016/j.jor.2023.05.001
  • 8
    Mayol J. Social media analytics. Surgery. 2023;174(3):735-40. http://dx.doi.org/10.1016/j.surg.2023.05.039 PMid:37391326.
    » http://dx.doi.org/10.1016/j.surg.2023.05.039
  • 9
    Mouffron V, Furlan RMMM, Motta AR. Efeitos imediatos da fotobiomodulação sobre a pressão máxima dos lábios. CoDAS. 2022;34(2):e20210024. https://doi.org/10.1590/2317-1782/20212021024
    » https://doi.org/10.1590/2317-1782/20212021024
  • 10
    Nasciutti R No, Mourão ÝCA, Araújo FCO. Qualidade de vida do fonoaudiólogo brasileiro frente à pandemia da COVID-19. CoDAS. 2022;34(3):e20210034. http://dx.doi.org/10.1590/2317-1782/20212021034 PMid:35019085.
    » http://dx.doi.org/10.1590/2317-1782/20212021034
  • 11
    Aires MM, Fukumoto GM, Ribeiro SL, Haddad L, Alvarenga EHL. Disfagia por osteofitose cervical anterior: relato de caso. CoDAS. 2022;34(2):e20200435. http://dx.doi.org/10.1590/2317-1782/20212020435 PMid:34932659.
    » http://dx.doi.org/10.1590/2317-1782/20212020435
  • 12
    Lopes IA, Alves EV, Beber BC. Mentira terapêutica: a visão do fonoaudiólogo brasileiro sobre uma estratégia de comunicação controversa no atendimento ao paciente com demência. CoDAS. 2023;35(1):e20210252. http://dx.doi.org/10.1590/2317-1782/20212021252en PMid:36287422.
    » http://dx.doi.org/10.1590/2317-1782/20212021252en
  • 13
    Santos HKMPS, Cunha DA, Andrade RA, Silva MG, Araújo ACS, Martinelli RLC, et al. Effects of lingual frenotomy on breastfeeding and electrical activity of the masseter and suprahyoid muscles. CoDAS. 2023;35(2):e20210262. http://dx.doi.org/10.1590/2317-1782/20232021262 PMid:37098939.
    » http://dx.doi.org/10.1590/2317-1782/20232021262
  • 14
    Ciochetto CR, Bolzan GP, Gonçalves DS, Silveira FPH, Weinmann ARM. Effects of Kangaroo Care on the development of oral skills and achievement of exclusive oral feeding in preterm infants. CoDAS. 2023;35(5):e20220070. http://dx.doi.org/10.1590/2317-1782/20232022070 PMid:37556686.
    » http://dx.doi.org/10.1590/2317-1782/20232022070
  • 15
    Costa BM, Brescancini CR, Ortiz KZ. Protocolo de avaliação para apraxia de fala adquirida. CoDAS. 2024;36(1):e20220251. http://dx.doi.org/10.1590/2317-1782/20232022251pt PMid:37851756.
    » http://dx.doi.org/10.1590/2317-1782/20232022251pt
  • 16
    Dornelas R, Ribeiro VV, Behlau M. Tosse crônica e fonoaudiologia. CoDAS. 2022;34(1):e20210127. http://dx.doi.org/10.1590/2317-1782/20212021127 PMid:34730666.
    » http://dx.doi.org/10.1590/2317-1782/20212021127
  • 17
    Ataide MCG, Bernardi FA, Marques PMA, Felício CM. Web version of the protocol of the orofacial myofunctional evaluation with scores: usability and learning. CoDAS. 2023;35(2):e20220026. http://dx.doi.org/10.1590/2317-1782/20232022026 PMid:37098940.
    » http://dx.doi.org/10.1590/2317-1782/20232022026
  • 18
    Ferrari EP, Simões-Zenari M, Master S, Nemr K. Risco de disfonia e qualidade vocal em estudantes de artes cênicas. CoDAS. 2023;35(4):e20220036. http://dx.doi.org/10.1590/2317-1782/20232022036pt PMid:37610967.
    » http://dx.doi.org/10.1590/2317-1782/20232022036pt
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    Behlau M, Almeida AA, Amorim G, Balata P, Bastos S, Cassol M, et al. Reduzindo o GAP entre a ciência e a clínica: lições da academia e da prática profissional - parte A: julgamento perceptivo-auditivo da qualidade vocal, análise acústica do sinal vocal e autoavaliação em voz. CoDAS. 2022;34(5):e20210240. http://dx.doi.org/10.1590/2317-1782/20212021240en PMid:35920467.
    » http://dx.doi.org/10.1590/2317-1782/20212021240en
  • 20
    Taguchi CK, Menezes PL, Melo ACS, Santana LS, Conceição WRS, Souza GF, et al. Síndrome da fragilidade e riscos para quedas em idosos da comunidade. CoDAS. 2022;34(6):e20210025. http://dx.doi.org/10.1590/2317-1782/20212021025pt PMid:35946721.
    » http://dx.doi.org/10.1590/2317-1782/20212021025pt
  • 21
    Santos DHN, Lima ILB, Lopes LW. Tradução e adaptação transcultural do Apraxia of Speech Rating Scale 3.5 para o português brasileiro. CoDAS. 2023;35(3):e20220012. http://dx.doi.org/10.1590/2317-1782/20232022012pt PMid:37403877.
    » http://dx.doi.org/10.1590/2317-1782/20232022012pt
  • 22
    Silva TF, Ribeiro GCF, Silva CEE, Assis MF, Dezani H, Berti LC. Eficácia no uso de estratégia de gamificação na terapia fonológica. CoDAS. 2023;35(6):e20220181. http://dx.doi.org/10.1590/2317-1782/20232022181pt PMid:37703113.
    » http://dx.doi.org/10.1590/2317-1782/20232022181pt
  • 23
    Cogo-Moreira H, Molinari GL, Carvalho CAF, Kida ASB, Lúcio PS, de Avila CRB. Pontos de corte, sensibilidade e especificidade para rastreamento da fluência leitora em crianças. CoDAS. 2023;35(3):e20210263. http://dx.doi.org/10.1590/2317-1782/20232021263pt PMid:37283398.
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    Silva LA, Silva VL. Apoio matricial para agentes comunitários de saúde sobre os marcos do desenvolvimento auditivo e de linguagem na primeira infância. CoDAS. 2023;35(6):e20210135. http://dx.doi.org/10.1590/2317-1782/20232021135pt PMid:37672410.
    » http://dx.doi.org/10.1590/2317-1782/20232021135pt

Publication Dates

  • Publication in this collection
    26 Apr 2024
  • Date of issue
    2024

History

  • Received
    28 Feb 2024
  • Accepted
    28 Feb 2024
Sociedade Brasileira de Fonoaudiologia Al. Jaú, 684, 7º andar, 01420-002 São Paulo - SP Brasil, Tel./Fax 55 11 - 3873-4211 - São Paulo - SP - Brazil
E-mail: revista@codas.org.br